diff --git a/docker/standalone/cpu-centos/Dockerfile b/docker/standalone/cpu-centos/Dockerfile
index c0dbff8d2..33953fef0 100644
--- a/docker/standalone/cpu-centos/Dockerfile
+++ b/docker/standalone/cpu-centos/Dockerfile
@@ -12,7 +12,6 @@ RUN rpm -iUvh https://dl.fedoraproject.org/pub/epel/7/x86_64/Packages/e/epel-rel
redhat-rpm-config \
tar \
findutils \
- make \
gcc-c++ \
cmake \
git \
@@ -26,30 +25,12 @@ RUN rpm -iUvh https://dl.fedoraproject.org/pub/epel/7/x86_64/Packages/e/epel-rel
net-tools \
ufw \
iptables \
- atlas-devel \
- boost-devel \
- gflags-devel \
- glog-devel \
- hdf5-devel \
- leveldb-devel \
- lmdb-devel \
- opencv-devel \
- protobuf-devel \
- snappy-devel \
- protobuf-compiler \
- freetype-devel \
- libpng-devel \
- python-devel \
- python-numpy \
- python-pip \
- python-scipy \
- gcc-gfortran \
- libjpeg-turbo-devel && \
+ gcc-gfortran && \
yum clean all
# Install conda and Intel Caffe conda package
WORKDIR /root/
-RUN wget -c https://repo.continuum.io/miniconda/Miniconda2-latest-Linux-x86_64.sh && \
+RUN wget --no-check-certificate -c https://repo.continuum.io/miniconda/Miniconda2-latest-Linux-x86_64.sh && \
bash Miniconda2-latest-Linux-x86_64.sh -b && \
./miniconda2/bin/conda config --add channels intel && \
./miniconda2/bin/conda install -c intel caffe && \
diff --git a/docker/standalone/cpu-ubuntu/Dockerfile b/docker/standalone/cpu-ubuntu/Dockerfile
index 239a07c1b..14fb0cca8 100644
--- a/docker/standalone/cpu-ubuntu/Dockerfile
+++ b/docker/standalone/cpu-ubuntu/Dockerfile
@@ -6,7 +6,7 @@ MAINTAINER caffe-maint@googlegroups.com
RUN apt-get update && \
apt-get install -y --no-install-recommends \
- cpio \
+ bzip2 \
build-essential \
cmake \
git \
@@ -17,31 +17,13 @@ RUN apt-get update && \
vim \
net-tools \
iputils-ping \
- screen \
- libmlx4-1 libmlx5-1 ibutils rdmacm-utils libibverbs1 ibverbs-utils perftest infiniband-diags \
- openmpi-bin libopenmpi-dev \
ufw \
- iptables \
- libboost-all-dev \
- libgflags-dev \
- libgoogle-glog-dev \
- libhdf5-serial-dev \
- libleveldb-dev \
- liblmdb-dev \
- libopencv-dev \
- libprotobuf-dev \
- libsnappy-dev \
- protobuf-compiler \
- python-dev \
- python-numpy \
- python-pip \
- python-setuptools \
- python-scipy && \
+ iptables && \
rm -rf /var/lib/apt/lists/*
# Install conda and Intel Caffe conda package
WORKDIR /root/
-RUN wget -c https://repo.continuum.io/miniconda/Miniconda2-latest-Linux-x86_64.sh && \
+RUN wget --no-check-certificate -c https://repo.continuum.io/miniconda/Miniconda2-latest-Linux-x86_64.sh && \
bash Miniconda2-latest-Linux-x86_64.sh -b && \
./miniconda2/bin/conda config --add channels intel && \
./miniconda2/bin/conda install -c intel caffe && \
diff --git a/examples/VNet/DataManager.py b/examples/VNet/DataManager.py
new file mode 100644
index 000000000..526eb9c34
--- /dev/null
+++ b/examples/VNet/DataManager.py
@@ -0,0 +1,208 @@
+import numpy as np
+import SimpleITK as sitk
+from os import listdir
+from os.path import isfile, join, splitext
+
+class DataManager(object):
+ params=None
+ srcFolder=None
+ resultsDir=None
+
+ fileList=None
+ gtList=None
+
+ sitkImages=None
+ sitkGT=None
+ meanIntensityTrain = None
+
+ def __init__(self,srcFolder,resultsDir,parameters):
+ self.params=parameters
+ self.srcFolder=srcFolder
+ self.resultsDir=resultsDir
+
+ def createImageFileList(self):
+ self.fileList = [f for f in listdir(self.srcFolder) if isfile(join(self.srcFolder, f)) and 'segmentation' not in f and 'raw' not in f]
+ print 'FILE LIST: ' + str(self.fileList)
+
+
+ def createGTFileList(self):
+ self.gtList=list()
+ for f in self.fileList:
+ filename, ext = splitext(f)
+ self.gtList.append(join(filename + '_segmentation' + ext))
+
+
+ def loadImages(self):
+ self.sitkImages=dict()
+ rescalFilt=sitk.RescaleIntensityImageFilter()
+ rescalFilt.SetOutputMaximum(1)
+ rescalFilt.SetOutputMinimum(0)
+
+ stats = sitk.StatisticsImageFilter()
+ m = 0.
+ for f in self.fileList:
+ self.sitkImages[f]=rescalFilt.Execute(sitk.Cast(sitk.ReadImage(join(self.srcFolder, f)),sitk.sitkFloat32))
+ stats.Execute(self.sitkImages[f])
+ m += stats.GetMean()
+
+ self.meanIntensityTrain=m/len(self.sitkImages)
+
+
+ def loadGT(self):
+ self.sitkGT=dict()
+
+ for f in self.gtList:
+ self.sitkGT[f]=sitk.Cast(sitk.ReadImage(join(self.srcFolder, f))>0.5,sitk.sitkFloat32)
+
+
+
+ def loadTrainingData(self):
+ self.createImageFileList()
+ self.createGTFileList()
+ self.loadImages()
+ self.loadGT()
+
+
+ def loadTestData(self):
+ self.createImageFileList()
+ self.loadImages()
+
+ def getNumpyImages(self):
+ dat = self.getNumpyData(self.sitkImages,sitk.sitkLinear)
+ return dat
+
+
+ def getNumpyGT(self):
+ dat = self.getNumpyData(self.sitkGT,sitk.sitkLinear)
+
+ for key in dat:
+ dat[key] = (dat[key]>0.5).astype(dtype=np.float32)
+
+ return dat
+
+
+ def getNumpyData(self,dat,method):
+ ret=dict()
+ for key in dat:
+ ret[key] = np.zeros([self.params['VolSize'][0], self.params['VolSize'][1], self.params['VolSize'][2]], dtype=np.float32)
+
+ img=dat[key]
+
+ #we rotate the image according to its transformation using the direction and according to the final spacing we want
+ factor = np.asarray(img.GetSpacing()) / [self.params['dstRes'][0], self.params['dstRes'][1],
+ self.params['dstRes'][2]]
+
+ factorSize = np.asarray(img.GetSize() * factor, dtype=float)
+
+ newSize = np.max([factorSize, self.params['VolSize']], axis=0)
+
+ newSize = newSize.astype(dtype=int)
+
+ T=sitk.AffineTransform(3)
+ T.SetMatrix(img.GetDirection())
+
+ resampler = sitk.ResampleImageFilter()
+ resampler.SetReferenceImage(img)
+ resampler.SetOutputSpacing([self.params['dstRes'][0], self.params['dstRes'][1], self.params['dstRes'][2]])
+ resampler.SetSize(newSize)
+ resampler.SetInterpolator(method)
+ if self.params['normDir']:
+ resampler.SetTransform(T.GetInverse())
+
+ imgResampled = resampler.Execute(img)
+
+
+ imgCentroid = np.asarray(newSize, dtype=float) / 2.0
+
+ imgStartPx = (imgCentroid - self.params['VolSize'] / 2.0).astype(dtype=int)
+
+ regionExtractor = sitk.RegionOfInterestImageFilter()
+ regionExtractor.SetSize(list(self.params['VolSize'].astype(dtype=int)))
+ regionExtractor.SetIndex(list(imgStartPx))
+
+ imgResampledCropped = regionExtractor.Execute(imgResampled)
+
+ ret[key] = np.transpose(sitk.GetArrayFromImage(imgResampledCropped).astype(dtype=float), [2, 1, 0])
+
+ return ret
+
+
+ def writeResultsFromNumpyLabel(self,result,key):
+ img = self.sitkImages[key]
+
+ toWrite=sitk.Image(img.GetSize()[0],img.GetSize()[1],img.GetSize()[2],sitk.sitkFloat32)
+
+ factor = np.asarray(img.GetSpacing()) / [self.params['dstRes'][0], self.params['dstRes'][1],
+ self.params['dstRes'][2]]
+
+ factorSize = np.asarray(img.GetSize() * factor, dtype=float)
+
+ newSize = np.max([factorSize, self.params['VolSize']], axis=0)
+
+ newSize = newSize.astype(dtype=int)
+
+ T = sitk.AffineTransform(3)
+ T.SetMatrix(img.GetDirection())
+
+ resampler = sitk.ResampleImageFilter()
+ resampler.SetReferenceImage(img)
+ resampler.SetOutputSpacing([self.params['dstRes'][0], self.params['dstRes'][1], self.params['dstRes'][2]])
+ resampler.SetSize(newSize)
+ resampler.SetInterpolator(sitk.sitkNearestNeighbor)
+
+ if self.params['normDir']:
+ resampler.SetTransform(T.GetInverse())
+
+ toWrite = resampler.Execute(toWrite)
+
+ imgCentroid = np.asarray(newSize, dtype=float) / 2.0
+
+ imgStartPx = (imgCentroid - self.params['VolSize'] / 2.0).astype(dtype=int)
+
+ for dstX, srcX in zip(range(0, result.shape[0]), range(imgStartPx[0],int(imgStartPx[0]+self.params['VolSize'][0]))):
+ for dstY, srcY in zip(range(0, result.shape[1]), range(imgStartPx[1], int(imgStartPx[1]+self.params['VolSize'][1]))):
+ for dstZ, srcZ in zip(range(0, result.shape[2]), range(imgStartPx[2], int(imgStartPx[2]+self.params['VolSize'][2]))):
+ try:
+ toWrite.SetPixel(int(srcX),int(srcY),int(srcZ),float(result[dstX,dstY,dstZ]))
+ except:
+ pass
+
+
+ resampler.SetOutputSpacing([img.GetSpacing()[0], img.GetSpacing()[1], img.GetSpacing()[2]])
+ resampler.SetSize(img.GetSize())
+
+ if self.params['normDir']:
+ resampler.SetTransform(T)
+
+ toWrite = resampler.Execute(toWrite)
+
+ thfilter=sitk.BinaryThresholdImageFilter()
+ thfilter.SetInsideValue(1)
+ thfilter.SetOutsideValue(0)
+ thfilter.SetLowerThreshold(0.5)
+ toWrite = thfilter.Execute(toWrite)
+
+ #connected component analysis (better safe than sorry)
+
+ cc = sitk.ConnectedComponentImageFilter()
+ toWritecc = cc.Execute(sitk.Cast(toWrite,sitk.sitkUInt8))
+
+ arrCC=np.transpose(sitk.GetArrayFromImage(toWritecc).astype(dtype=float), [2, 1, 0])
+
+ lab=np.zeros(int(np.max(arrCC)+1),dtype=float)
+
+ for i in range(1,int(np.max(arrCC)+1)):
+ lab[i]=np.sum(arrCC==i)
+
+ activeLab=np.argmax(lab)
+
+ toWrite = (toWritecc==activeLab)
+
+ toWrite = sitk.Cast(toWrite,sitk.sitkUInt8)
+
+ writer = sitk.ImageFileWriter()
+ filename, ext = splitext(key)
+ #print join(self.resultsDir, filename + '_result' + ext)
+ writer.SetFileName(join(self.resultsDir, filename + '_result' + ext))
+ writer.Execute(toWrite)
+
diff --git a/examples/VNet/LICENSE b/examples/VNet/LICENSE
new file mode 100644
index 000000000..9cecc1d46
--- /dev/null
+++ b/examples/VNet/LICENSE
@@ -0,0 +1,674 @@
+ GNU GENERAL PUBLIC LICENSE
+ Version 3, 29 June 2007
+
+ Copyright (C) 2007 Free Software Foundation, Inc.
+ Everyone is permitted to copy and distribute verbatim copies
+ of this license document, but changing it is not allowed.
+
+ Preamble
+
+ The GNU General Public License is a free, copyleft license for
+software and other kinds of works.
+
+ The licenses for most software and other practical works are designed
+to take away your freedom to share and change the works. By contrast,
+the GNU General Public License is intended to guarantee your freedom to
+share and change all versions of a program--to make sure it remains free
+software for all its users. We, the Free Software Foundation, use the
+GNU General Public License for most of our software; it applies also to
+any other work released this way by its authors. You can apply it to
+your programs, too.
+
+ When we speak of free software, we are referring to freedom, not
+price. Our General Public Licenses are designed to make sure that you
+have the freedom to distribute copies of free software (and charge for
+them if you wish), that you receive source code or can get it if you
+want it, that you can change the software or use pieces of it in new
+free programs, and that you know you can do these things.
+
+ To protect your rights, we need to prevent others from denying you
+these rights or asking you to surrender the rights. Therefore, you have
+certain responsibilities if you distribute copies of the software, or if
+you modify it: responsibilities to respect the freedom of others.
+
+ For example, if you distribute copies of such a program, whether
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+
+ Developers that use the GNU GPL protect your rights with two steps:
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+changed, so that their problems will not be attributed erroneously to
+authors of previous versions.
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+ Some devices are designed to deny users access to install or run
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+ The precise terms and conditions for copying, distribution and
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+
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+ "This License" refers to version 3 of the GNU General Public License.
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diff --git a/examples/VNet/README.md b/examples/VNet/README.md
new file mode 100644
index 000000000..3fe227608
--- /dev/null
+++ b/examples/VNet/README.md
@@ -0,0 +1,2 @@
+# VNet
+https://sagarhukkire.github.io/Vnet-Cafffe_Guide/
diff --git a/examples/VNet/VNet.py b/examples/VNet/VNet.py
new file mode 100644
index 000000000..40a6a4a16
--- /dev/null
+++ b/examples/VNet/VNet.py
@@ -0,0 +1,197 @@
+import caffe
+import numpy as np
+import matplotlib.pyplot as plt
+import matplotlib
+import os
+import DataManager as DM
+import utilities
+from os.path import splitext
+from multiprocessing import Process, Queue
+
+class VNet(object):
+ params=None
+ dataManagerTrain=None
+ dataManagerTest=None
+
+ def __init__(self,params):
+ self.params=params
+ caffe.set_mode_cpu()
+
+ def prepareDataThread(self, dataQueue, numpyImages, numpyGT):
+
+ nr_iter = self.params['ModelParams']['numIterations']
+ batchsize = self.params['ModelParams']['batchsize']
+
+ keysIMG = numpyImages.keys()
+
+ nr_iter_dataAug = nr_iter*batchsize
+ np.random.seed()
+ whichDataList = np.random.randint(len(keysIMG), size=int(nr_iter_dataAug/self.params['ModelParams']['nProc']))
+ whichDataForMatchingList = np.random.randint(len(keysIMG), size=int(nr_iter_dataAug/self.params['ModelParams']['nProc']))
+
+ for whichData,whichDataForMatching in zip(whichDataList,whichDataForMatchingList):
+ filename, ext = splitext(keysIMG[whichData])
+
+ currGtKey = filename + '_segmentation' + ext
+ currImgKey = filename + ext
+
+ # data agugumentation through hist matching across different examples...
+ ImgKeyMatching = keysIMG[whichDataForMatching]
+
+ defImg = numpyImages[currImgKey]
+ defLab = numpyGT[currGtKey]
+
+ defImg = utilities.hist_match(defImg, numpyImages[ImgKeyMatching])
+
+ if(np.random.rand(1)[0]>0.5): #do not apply deformations always, just sometimes
+ defImg, defLab = utilities.produceRandomlyDeformedImage(defImg, defLab,
+ self.params['ModelParams']['numcontrolpoints'],
+ self.params['ModelParams']['sigma'])
+
+ weightData = np.zeros_like(defLab,dtype=float)
+ weightData[defLab == 1] = np.prod(defLab.shape) / np.sum((defLab==1).astype(dtype=np.float32))
+ weightData[defLab == 0] = np.prod(defLab.shape) / np.sum((defLab == 0).astype(dtype=np.float32))
+
+ dataQueue.put(tuple((defImg,defLab, weightData)))
+
+ def trainThread(self,dataQueue,solver):
+
+ nr_iter = self.params['ModelParams']['numIterations']
+ batchsize = self.params['ModelParams']['batchsize']
+
+ batchData = np.zeros((batchsize, 1, self.params['DataManagerParams']['VolSize'][0], self.params['DataManagerParams']['VolSize'][1], self.params['DataManagerParams']['VolSize'][2]), dtype=float)
+ batchLabel = np.zeros((batchsize, 1, self.params['DataManagerParams']['VolSize'][0], self.params['DataManagerParams']['VolSize'][1], self.params['DataManagerParams']['VolSize'][2]), dtype=float)
+
+ #only used if you do weighted multinomial logistic regression
+ batchWeight = np.zeros((batchsize, 1, self.params['DataManagerParams']['VolSize'][0],
+ self.params['DataManagerParams']['VolSize'][1],
+ self.params['DataManagerParams']['VolSize'][2]), dtype=float)
+
+ train_loss = np.zeros(nr_iter)
+ for it in range(nr_iter):
+ for i in range(batchsize):
+ [defImg, defLab, defWeight] = dataQueue.get()
+
+ batchData[i, 0, :, :, :] = defImg.astype(dtype=np.float32)
+ batchLabel[i, 0, :, :, :] = (defLab > 0.5).astype(dtype=np.float32)
+ batchWeight[i, 0, :, :, :] = defWeight.astype(dtype=np.float32)
+
+ solver.net.blobs['data'].data[...] = batchData.astype(dtype=np.float32)
+ solver.net.blobs['label'].data[...] = batchLabel.astype(dtype=np.float32)
+ #solver.net.blobs['labelWeight'].data[...] = batchWeight.astype(dtype=np.float32)
+ #use only if you do softmax with loss
+
+
+ solver.step(1) # this does the training
+ train_loss[it] = solver.net.blobs['loss'].data
+
+ #if (np.mod(it, 10) == 0):
+ # plt.clf()
+ # plt.plot(range(0, it), train_loss[0:it])
+ # plt.pause(0.00000001)
+
+
+ #matplotlib.pyplot.show()
+
+
+ def train(self):
+ print self.params['ModelParams']['dirTrain']
+
+ #we define here a data manage object
+ self.dataManagerTrain = DM.DataManager(self.params['ModelParams']['dirTrain'],
+ self.params['ModelParams']['dirResult'],
+ self.params['DataManagerParams'])
+
+ self.dataManagerTrain.loadTrainingData() #loads in sitk format
+
+ howManyImages = len(self.dataManagerTrain.sitkImages)
+ howManyGT = len(self.dataManagerTrain.sitkGT)
+
+ assert howManyGT == howManyImages
+
+ print "The dataset has shape: data - " + str(howManyImages) + ". labels - " + str(howManyGT)
+
+ test_interval = 50000
+ # Write a temporary solver text file because pycaffe is stupid
+ with open("solver.prototxt", 'w') as f:
+ f.write("net: \"" + self.params['ModelParams']['prototxtTrain'] + "\" \n")
+ f.write("base_lr: " + str(self.params['ModelParams']['baseLR']) + " \n")
+ f.write("momentum: 0.99 \n")
+ f.write("weight_decay: 0.0005 \n")
+ f.write("lr_policy: \"step\" \n")
+ f.write("stepsize: 20000 \n")
+ f.write("gamma: 0.1 \n")
+ f.write("display: 1 \n")
+ f.write("snapshot: 500 \n")
+ f.write("snapshot_prefix: \"" + self.params['ModelParams']['dirSnapshots'] + "\" \n")
+ #f.write("test_iter: 3 \n")
+ #f.write("test_interval: " + str(test_interval) + "\n")
+
+ f.close()
+ solver = caffe.SGDSolver("solver.prototxt")
+ os.remove("solver.prototxt")
+
+ if (self.params['ModelParams']['snapshot'] > 0):
+ solver.restore(self.params['ModelParams']['dirSnapshots'] + "_iter_" + str(
+ self.params['ModelParams']['snapshot']) + ".solverstate")
+
+ #plt.ion()
+
+ numpyImages = self.dataManagerTrain.getNumpyImages()
+ numpyGT = self.dataManagerTrain.getNumpyGT()
+
+ #numpyImages['Case00.mhd']
+ #numpy images is a dictionary that you index in this way (with filenames)
+
+ for key in numpyImages:
+ mean = np.mean(numpyImages[key][numpyImages[key]>0])
+ std = np.std(numpyImages[key][numpyImages[key]>0])
+
+ numpyImages[key]-=mean
+ numpyImages[key]/=std
+
+ dataQueue = Queue(30) #max 50 images in queue
+ dataPreparation = [None] * self.params['ModelParams']['nProc']
+
+ #thread creation
+ for proc in range(0,self.params['ModelParams']['nProc']):
+ dataPreparation[proc] = Process(target=self.prepareDataThread, args=(dataQueue, numpyImages, numpyGT))
+ dataPreparation[proc].daemon = True
+ dataPreparation[proc].start()
+
+ self.trainThread(dataQueue, solver)
+
+
+ def test(self):
+ self.dataManagerTest = DM.DataManager(self.params['ModelParams']['dirTest'], self.params['ModelParams']['dirResult'], self.params['DataManagerParams'])
+ self.dataManagerTest.loadTestData()
+
+ net = caffe.Net(self.params['ModelParams']['prototxtTest'],
+ os.path.join(self.params['ModelParams']['dirSnapshots'],"_iter_" + str(self.params['ModelParams']['snapshot']) + ".caffemodel"),
+ caffe.TEST)
+
+ numpyImages = self.dataManagerTest.getNumpyImages()
+
+ for key in numpyImages:
+ mean = np.mean(numpyImages[key][numpyImages[key]>0])
+ std = np.std(numpyImages[key][numpyImages[key]>0])
+
+ numpyImages[key] -= mean
+ numpyImages[key] /= std
+
+ results = dict()
+
+ for key in numpyImages:
+
+ btch = np.reshape(numpyImages[key],[1,1,numpyImages[key].shape[0],numpyImages[key].shape[1],numpyImages[key].shape[2]])
+
+ net.blobs['data'].data[...] = btch
+
+ out = net.forward()
+ l = out["labelmap"]
+ labelmap = np.squeeze(l[0,1,:,:,:])
+
+ results[key] = np.squeeze(labelmap)
+
+ self.dataManagerTest.writeResultsFromNumpyLabel(np.squeeze(labelmap),key)
+
diff --git a/examples/VNet/main.py b/examples/VNet/main.py
new file mode 100644
index 000000000..6283e23e5
--- /dev/null
+++ b/examples/VNet/main.py
@@ -0,0 +1,43 @@
+import sys
+import os
+import numpy as np
+import VNet as VN
+
+basePath=os.getcwd()
+
+params = dict()
+params['DataManagerParams']=dict()
+params['ModelParams']=dict()
+
+#params of the algorithm
+params['ModelParams']['numcontrolpoints']=2
+params['ModelParams']['sigma']=15
+params['ModelParams']['device']=0
+params['ModelParams']['prototxtTrain']=os.path.join(basePath,'../../models/intel_optimized_models/VNet/train_noPooling_ResNet_cinque.prototxt')
+params['ModelParams']['prototxtTest']=os.path.join(basePath,'../../models/intel_optimized_models/VNet/test_noPooling_ResNet_cinque.prototxt')
+params['ModelParams']['snapshot']=0
+params['ModelParams']['dirTrain']=os.path.join(basePath,'Dataset/Train')
+params['ModelParams']['dirTest']=os.path.join(basePath,'Dataset/Test')
+params['ModelParams']['dirResult']=os.path.join(basePath,'Results') #where we need to save the results (relative to the base path)
+params['ModelParams']['dirSnapshots']=os.path.join(basePath,'Models/MRI_cinque_snapshots/') #where to save the models while training
+params['ModelParams']['batchsize'] = 2 #the batchsize
+params['ModelParams']['numIterations'] = 100000 #the number of iterations
+params['ModelParams']['baseLR'] = 0.0001 #the learning rate, initial one
+params['ModelParams']['nProc'] = 1 #the number of threads to do data augmentation
+
+
+#params of the DataManager
+params['DataManagerParams']['dstRes'] = np.asarray([1,1,1.5],dtype=float)
+params['DataManagerParams']['VolSize'] = np.asarray([128,128,64],dtype=int)
+params['DataManagerParams']['normDir'] = False #if rotates the volume according to its transformation in the mhd file. Not reccommended.
+
+model=VN.VNet(params)
+train = [i for i, j in enumerate(sys.argv) if j == '-train']
+if len(train)>0:
+ model.train()
+
+test = [i for i, j in enumerate(sys.argv) if j == '-test']
+if len(test) > 0:
+ model.test()
+
+
diff --git a/examples/VNet/pyLayer.py b/examples/VNet/pyLayer.py
new file mode 100644
index 000000000..20c9740c2
--- /dev/null
+++ b/examples/VNet/pyLayer.py
@@ -0,0 +1,66 @@
+import caffe
+import numpy as np
+
+class DiceLoss(caffe.Layer):
+ """
+ Compute energy based on dice coefficient.
+ """
+ union = None
+ intersection = None
+ result = None
+ gt = None
+
+ def setup(self, bottom, top):
+ # check input pair
+ if len(bottom) != 2:
+ raise Exception("Need two inputs to compute the dice. the result of the softmax and the ground truth.")
+
+
+
+ def reshape(self, bottom, top):
+ # check input dimensions match
+ if bottom[0].count != 2*bottom[1].count:
+ print bottom[0].data.shape
+ print bottom[1].data.shape
+ raise Exception("the dimension of inputs should match")
+
+ # loss output is two scalars (mean and std)
+ top[0].reshape(1)
+
+ def forward(self, bottom, top):
+
+ dice = np.zeros(bottom[0].data.shape[0],dtype=np.float32)
+ self.union = np.zeros(bottom[0].data.shape[0],dtype=np.float32)
+ self.intersection = np.zeros(bottom[0].data.shape[0],dtype=np.float32)
+
+ self.result = np.reshape(np.squeeze(np.argmax(bottom[0].data[...],axis=1)),[bottom[0].data.shape[0],bottom[0].data.shape[2]])
+ self.gt = np.reshape(np.squeeze(bottom[1].data[...]),[bottom[1].data.shape[0],bottom[1].data.shape[2]])
+
+ self.gt = (self.gt > 0.5).astype(dtype=np.float32)
+ self.result = self.result.astype(dtype=np.float32)
+
+ for i in range(0,bottom[0].data.shape[0]):
+ # compute dice
+ CurrResult = (self.result[i,:]).astype(dtype=np.float32)
+ CurrGT = (self.gt[i,:]).astype(dtype=np.float32)
+
+ self.union[i]=(np.sum(CurrResult) + np.sum(CurrGT))
+ self.intersection[i]=(np.sum(CurrResult * CurrGT))
+
+ dice[i] = 2 * self.intersection[i] / (self.union[i]+0.00001)
+ print dice[i]
+
+ top[0].data[0]=np.sum(dice)
+
+ def backward(self, top, propagate_down, bottom):
+ for btm in [0]:
+ prob = bottom[0].data[...]
+ bottom[btm].diff[...] = np.zeros(bottom[btm].diff.shape, dtype=np.float32)
+ for i in range(0, bottom[btm].diff.shape[0]):
+
+ bottom[btm].diff[i, 0, :] += 2.0 * (
+ (self.gt[i, :] * self.union[i]) / ((self.union[i]) ** 2) - 2.0*prob[i,1,:]*(self.intersection[i]) / (
+ (self.union[i]) ** 2))
+ bottom[btm].diff[i, 1, :] -= 2.0 * (
+ (self.gt[i, :] * self.union[i]) / ((self.union[i]) ** 2) - 2.0*prob[i,1,:]*(self.intersection[i]) / (
+ (self.union[i]) ** 2))
diff --git a/examples/VNet/utilities.py b/examples/VNet/utilities.py
new file mode 100644
index 000000000..57a2c62b6
--- /dev/null
+++ b/examples/VNet/utilities.py
@@ -0,0 +1,140 @@
+import numpy as np
+import SimpleITK as sitk
+import matplotlib.pyplot as plt
+
+def hist_match(source, template):
+ """
+ Adjust the pixel values of a grayscale image such that its histogram
+ matches that of a target image
+
+ Arguments:
+ -----------
+ source: np.ndarray
+ Image to transform; the histogram is computed over the flattened
+ array
+ template: np.ndarray
+ Template image; can have different dimensions to source
+ Returns:
+ -----------
+ matched: np.ndarray
+ The transformed output image
+ """
+
+ oldshape = source.shape
+ source = source.ravel()
+ template = template.ravel()
+
+ # get the set of unique pixel values and their corresponding indices and
+ # counts
+ s_values, bin_idx, s_counts = np.unique(source, return_inverse=True,
+ return_counts=True)
+ t_values, t_counts = np.unique(template, return_counts=True)
+
+ # take the cumsum of the counts and normalize by the number of pixels to
+ # get the empirical cumulative distribution functions for the source and
+ # template images (maps pixel value --> quantile)
+ s_quantiles = np.cumsum(s_counts).astype(np.float64)
+ s_quantiles /= s_quantiles[-1]
+ t_quantiles = np.cumsum(t_counts).astype(np.float64)
+ t_quantiles /= t_quantiles[-1]
+
+ # interpolate linearly to find the pixel values in the template image
+ # that correspond most closely to the quantiles in the source image
+ #interp_t_values = np.zeros_like(source,dtype=float)
+ interp_t_values = np.interp(s_quantiles, t_quantiles, t_values)
+
+ return interp_t_values[bin_idx].reshape(oldshape)
+
+def sitk_show(nda, title=None, margin=0.0, dpi=40):
+ figsize = (1 + margin) * nda.shape[0] / dpi, (1 + margin) * nda.shape[1] / dpi
+
+ extent = (0, nda.shape[1], nda.shape[0], 0)
+ fig = plt.figure(figsize=figsize, dpi=dpi)
+ ax = fig.add_axes([margin, margin, 1 - 2*margin, 1 - 2*margin])
+
+ plt.set_cmap("gray")
+ for k in range(0,nda.shape[2]):
+ print "printing slice "+str(k)
+ ax.imshow(np.squeeze(nda[:,:,k]),extent=extent,interpolation=None)
+ plt.draw()
+ plt.pause(0.1)
+ #plt.waitforbuttonpress()
+
+def computeQualityMeasures(lP,lT):
+ quality=dict()
+ labelPred=sitk.GetImageFromArray(lP, isVector=False)
+ labelTrue=sitk.GetImageFromArray(lT, isVector=False)
+ hausdorffcomputer=sitk.HausdorffDistanceImageFilter()
+ hausdorffcomputer.Execute(labelTrue>0.5,labelPred>0.5)
+ quality["avgHausdorff"]=hausdorffcomputer.GetAverageHausdorffDistance()
+ quality["Hausdorff"]=hausdorffcomputer.GetHausdorffDistance()
+
+ dicecomputer=sitk.LabelOverlapMeasuresImageFilter()
+ dicecomputer.Execute(labelTrue>0.5,labelPred>0.5)
+ quality["dice"]=dicecomputer.GetDiceCoefficient()
+
+ return quality
+
+
+def produceRandomlyDeformedImage(image, label, numcontrolpoints, stdDef):
+ sitkImage=sitk.GetImageFromArray(image, isVector=False)
+ sitklabel=sitk.GetImageFromArray(label, isVector=False)
+
+ transfromDomainMeshSize=[numcontrolpoints]*sitkImage.GetDimension()
+
+ tx = sitk.BSplineTransformInitializer(sitkImage,transfromDomainMeshSize)
+
+
+ params = tx.GetParameters()
+
+ paramsNp=np.asarray(params,dtype=float)
+ paramsNp = paramsNp + np.random.randn(paramsNp.shape[0])*stdDef
+
+ paramsNp[0:int(len(params)/3)]=0 #remove z deformations! The resolution in z is too bad
+
+ params=tuple(paramsNp)
+ tx.SetParameters(params)
+
+ resampler = sitk.ResampleImageFilter()
+ resampler.SetReferenceImage(sitkImage)
+ resampler.SetInterpolator(sitk.sitkLinear)
+ resampler.SetDefaultPixelValue(0)
+ resampler.SetTransform(tx)
+
+ resampler.SetDefaultPixelValue(0)
+ outimgsitk = resampler.Execute(sitkImage)
+ outlabsitk = resampler.Execute(sitklabel)
+
+ outimg = sitk.GetArrayFromImage(outimgsitk)
+ outimg = outimg.astype(dtype=np.float32)
+
+ outlbl = sitk.GetArrayFromImage(outlabsitk)
+ outlbl = (outlbl>0.5).astype(dtype=np.float32)
+
+ return outimg,outlbl
+
+
+def produceRandomlyTranslatedImage(image, label):
+ sitkImage = sitk.GetImageFromArray(image, isVector=False)
+ sitklabel = sitk.GetImageFromArray(label, isVector=False)
+
+ itemindex = np.where(label > 0)
+ randTrans = (0,np.random.randint(-np.min(itemindex[1])/2,(image.shape[1]-np.max(itemindex[1]))/2),np.random.randint(-np.min(itemindex[0])/2,(image.shape[0]-np.max(itemindex[0]))/2))
+ translation = sitk.TranslationTransform(3, randTrans)
+
+ resampler = sitk.ResampleImageFilter()
+ resampler.SetReferenceImage(sitkImage)
+ resampler.SetInterpolator(sitk.sitkLinear)
+ resampler.SetDefaultPixelValue(0)
+ resampler.SetTransform(translation)
+
+ outimgsitk = resampler.Execute(sitkImage)
+ outlabsitk = resampler.Execute(sitklabel)
+
+ outimg = sitk.GetArrayFromImage(outimgsitk)
+ outimg = outimg.astype(dtype=float)
+
+ outlbl = sitk.GetArrayFromImage(outlabsitk) > 0
+ outlbl = outlbl.astype(dtype=float)
+
+ return outimg, outlbl
diff --git a/examples/faster-rcnn/tools/test_net.py b/examples/faster-rcnn/tools/test_net.py
index ddb21f525..1cb3cf3c0 100755
--- a/examples/faster-rcnn/tools/test_net.py
+++ b/examples/faster-rcnn/tools/test_net.py
@@ -77,6 +77,8 @@ def parse_args():
parser.add_argument('-wi', '--conv_algo', dest='conv_algo', action="store_true", default=False,
help='to choose the convolution algorithm')
+ parser.add_argument('-1st', '--enable_1st_conv_layer', dest='enable_1st_conv_layer', action="store_true", default=False,
+ help='enable 1st conv layer')
if len(sys.argv) == 1:
parser.print_help()
sys.exit(1)
@@ -117,14 +119,14 @@ def parse_args():
if args.quantized_prototxt == None:
test_net(net, imdb, max_per_image=args.max_per_image, vis=args.vis)
else:
- (blobs, params, top_blobs_map, bottom_blobs_map, conv_top_blob_layer_map, conv_bottom_blob_layer_map, winograd_bottoms, winograd_convolutions) = sample_net(args.prototxt, net, imdb, args.sample_iters, args.quant_mode)
+ (blobs, params, top_blobs_map, bottom_blobs_map, conv_top_blob_layer_map, conv_bottom_blob_layer_map, winograd_bottoms, winograd_convolutions) = sample_net(args.prototxt, net, imdb, args.sample_iters, args.quant_mode, args.enable_1st_conv_layer)
(inputs_max, outputs_max, inputs_min) = sampling.calibrate_activations(blobs, conv_top_blob_layer_map, conv_bottom_blob_layer_map, winograd_bottoms, args.calibration_algos, "SINGLE", args.conv_algo)
params_max = sampling.calibrate_parameters(params, winograd_convolutions, "DIRECT", args.quant_mode.upper(), args.conv_algo)
- calibrator.generate_sample_impl(args.prototxt, args.quantized_prototxt, inputs_max, outputs_max, inputs_min, params_max, False)
+ calibrator.generate_sample_impl(args.prototxt, args.quantized_prototxt, inputs_max, outputs_max, inputs_min, params_max, args.enable_1st_conv_layer)
compiled_net_str = caffe.compile_net(args.prototxt, caffe.TEST, "MKLDNN")
raw_net_basename = os.path.basename(args.prototxt)
compile_net_path = "./compiled_" + raw_net_basename
with open(compile_net_path, "w") as f:
f.write(compiled_net_str)
- calibrator.transform_convolutions(args.quantized_prototxt, compile_net_path, top_blobs_map, bottom_blobs_map, args.unsigned_range, args.concat_use_fp32, args.unify_concat_scales, args.conv_algo, False)
+ calibrator.transform_convolutions(args.quantized_prototxt, compile_net_path, top_blobs_map, bottom_blobs_map, args.unsigned_range, args.concat_use_fp32, args.unify_concat_scales, args.conv_algo, args.enable_1st_conv_layer)
diff --git a/examples/rfcn/tools/test_net.py b/examples/rfcn/tools/test_net.py
index 2e6220046..d87a7a327 100755
--- a/examples/rfcn/tools/test_net.py
+++ b/examples/rfcn/tools/test_net.py
@@ -82,6 +82,8 @@ def parse_args():
parser.add_argument('-wi', '--conv_algo', dest='conv_algo', action="store_true", default=False,
help='to choose the convolution algorithm')
+ parser.add_argument('-1st', '--enable_1st_conv_layer', dest='enable_1st_conv_layer', action="store_true", default=False,
+ help='enable 1st conv layer')
if len(sys.argv) == 1:
parser.print_help()
sys.exit(1)
@@ -124,14 +126,14 @@ def parse_args():
if args.quantized_prototxt == None:
test_net(net, imdb, max_per_image=args.max_per_image, vis=args.vis)
else:
- (blobs, params, top_blobs_map, bottom_blobs_map, conv_top_blob_layer_map, conv_bottom_blob_layer_map, winograd_bottoms, winograd_convolutions) = sample_net(args.prototxt, net, imdb, args.sample_iters, args.quant_mode)
+ (blobs, params, top_blobs_map, bottom_blobs_map, conv_top_blob_layer_map, conv_bottom_blob_layer_map, winograd_bottoms, winograd_convolutions) = sample_net(args.prototxt, net, imdb, args.sample_iters, args.quant_mode, args.enable_1st_conv_layer)
(inputs_max, outputs_max, inputs_min) = sampling.calibrate_activations(blobs, conv_top_blob_layer_map, conv_bottom_blob_layer_map, winograd_bottoms, args.calibration_algos, "SINGLE", args.conv_algo)
params_max = sampling.calibrate_parameters(params, winograd_convolutions, "DIRECT", args.quant_mode.upper(), args.conv_algo)
- calibrator.generate_sample_impl(args.prototxt, args.quantized_prototxt, inputs_max, outputs_max, inputs_min, params_max, False)
+ calibrator.generate_sample_impl(args.prototxt, args.quantized_prototxt, inputs_max, outputs_max, inputs_min, params_max, args.enable_1st_conv_layer)
compiled_net_str = caffe.compile_net(args.prototxt, caffe.TEST, "MKLDNN")
raw_net_basename = os.path.basename(args.prototxt)
compile_net_path = "./compiled_" + raw_net_basename
with open(compile_net_path, "w") as f:
f.write(compiled_net_str)
- calibrator.transform_convolutions(args.quantized_prototxt, compile_net_path, top_blobs_map, bottom_blobs_map, args.unsigned_range, args.concat_use_fp32, args.unify_concat_scales, args.conv_algo, False)
+ calibrator.transform_convolutions(args.quantized_prototxt, compile_net_path, top_blobs_map, bottom_blobs_map, args.unsigned_range, args.concat_use_fp32, args.unify_concat_scales, args.conv_algo, args.enable_1st_conv_layer)
diff --git a/external/mkl/prepare_mkl.sh b/external/mkl/prepare_mkl.sh
index 650e81b12..5fcb13e8e 100755
--- a/external/mkl/prepare_mkl.sh
+++ b/external/mkl/prepare_mkl.sh
@@ -90,7 +90,7 @@ if [ -z $MKLROOT ] || [ $VERSION_LINE -lt $VERSION_MATCH ]; then
#...If it is not then downloaded and unpacked
wget --no-check-certificate -P $DST $MKLURL -O $DST/$ARCHIVE_BASENAME
tar -xzf $DST/$ARCHIVE_BASENAME -C $DST
- ln -sf $MKL_CONTENT_DIR $DST/mklml
+ ln -nsf $MKL_CONTENT_DIR $DST/mklml
fi
FindLibrary $DST
MKLROOT=$PWD/`echo $LOCALMKL | sed -e 's/lib.*$//'`
diff --git a/include/caffe/net.hpp b/include/caffe/net.hpp
index 4892d46b7..aaab91650 100644
--- a/include/caffe/net.hpp
+++ b/include/caffe/net.hpp
@@ -338,6 +338,16 @@ class Net {
const NetParameter& param,
int layer_id);
+ /**
+ * @brief If find "Conv--BN--Scale" in current network, merge BN and Scale layer into Convolution
+ * layers, this optimization only works in caffe TEST phase now.
+ */
+
+ static void GetBlobProducers(std::vector &producer_blobs,
+ const string& blob_name_to_find,
+ const NetParameter& param,
+ int layer_id);
+
static void GetNeedToCancelInplaceLayers(
vector>& layer_pairs,
std::map& specified_layer_blob_name_to_index,
diff --git a/models/intel_optimized_models/VNet/test_noPooling_ResNet_cinque.prototxt b/models/intel_optimized_models/VNet/test_noPooling_ResNet_cinque.prototxt
new file mode 100644
index 000000000..2c4a82b82
--- /dev/null
+++ b/models/intel_optimized_models/VNet/test_noPooling_ResNet_cinque.prototxt
@@ -0,0 +1,1193 @@
+input: "data"
+input_shape{dim: 1 dim: 1 dim: 128 dim: 128 dim: 64}
+
+layer {
+ name: "conv_in128_chan16"
+ type: "Convolution"
+ bottom: "data"
+ top: "conv_in128_chan16"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 16
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+
+layer {
+ name: "split1_1"
+ type: "Split"
+ bottom: "data"
+ top: "t1_1"
+ top: "t1_2"
+ top: "t1_3"
+ top: "t1_4"
+ top: "t1_5"
+ top: "t1_6"
+ top: "t1_7"
+ top: "t1_8"
+ top: "t1_9"
+ top: "t1_10"
+ top: "t1_11"
+ top: "t1_12"
+ top: "t1_13"
+ top: "t1_14"
+ top: "t1_15"
+ top: "t1_16"
+}
+
+layer {
+ name: "concat1_1"
+ bottom: "t1_1"
+ bottom: "t1_2"
+ bottom: "t1_3"
+ bottom: "t1_4"
+ bottom: "t1_5"
+ bottom: "t1_6"
+ bottom: "t1_7"
+ bottom: "t1_8"
+ bottom: "t1_9"
+ bottom: "t1_10"
+ bottom: "t1_11"
+ bottom: "t1_12"
+ bottom: "t1_13"
+ bottom: "t1_14"
+ bottom: "t1_15"
+ bottom: "t1_16"
+ top: "tiled1_1"
+ type: "Concat"
+ concat_param {
+ axis: 1
+ }
+}
+
+layer {
+ name: "addLayer1_1"
+ type: "Eltwise"
+ bottom: "conv_in128_chan16"
+ bottom: "tiled1_1"
+ top: "outBlock1_1"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "outBlock1_1_RELU"
+ type: "PReLU"
+ bottom: "outBlock1_1"
+ top: "outBlock1_1"
+}
+
+#------------- FIRST BLOCK -----------------
+
+layer {
+ name: "down_pooling_128_to_64"
+ type: "Convolution"
+ bottom: "outBlock1_1"
+ top: "down_pooling_128_to_64"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 32
+ kernel_size: 2
+ pad: 0
+ stride: 2
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_down_pooling_128_to_64"
+ type: "PReLU"
+ bottom: "down_pooling_128_to_64"
+ top: "down_pooling_128_to_64"
+}
+
+#-------------- FIRST POOLING ------------------
+
+layer {
+ name: "conv_in64_chan32"
+ type: "Convolution"
+ bottom: "down_pooling_128_to_64"
+ top: "conv_in64_chan32"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 32
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "addLayer1_2"
+ type: "Eltwise"
+ bottom: "conv_in64_chan32"
+ bottom: "down_pooling_128_to_64"
+ top: "outBlock1_2"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "outBlock1_2_RELU"
+ type: "PReLU"
+ bottom: "outBlock1_2"
+ top: "outBlock1_2"
+}
+
+#------------- SECOND BLOCK -----------------
+
+layer {
+ name: "down_pooling_64_to_32"
+ type: "Convolution"
+ bottom: "outBlock1_2"
+ top: "down_pooling_64_to_32"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 64
+ kernel_size: 2
+ pad: 0
+ stride: 2
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_down_pooling_64_to_32"
+ type: "PReLU"
+ bottom: "down_pooling_64_to_32"
+ top: "down_pooling_64_to_32"
+}
+
+#-------------- SECOND POOLING ------------------
+
+layer {
+ name: "conv_in32_chan64"
+ type: "Convolution"
+ bottom: "down_pooling_64_to_32"
+ top: "conv_in32_chan64"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 64
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_conv_in32_chan64"
+ type: "PReLU"
+ bottom: "conv_in32_chan64"
+ top: "conv_in32_chan64"
+}
+
+layer {
+ name: "conv_in32_chan64_2"
+ type: "Convolution"
+ bottom: "conv_in32_chan64"
+ top: "conv_in32_chan64_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 64
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "addLayer1_3"
+ type: "Eltwise"
+ bottom: "conv_in32_chan64_2"
+ bottom: "down_pooling_64_to_32"
+ top: "outBlock1_3"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "outBlock1_3_RELU"
+ type: "PReLU"
+ bottom: "outBlock1_3"
+ top: "outBlock1_3"
+}
+
+#------------- THIRD BLOCK -----------------
+
+layer {
+ name: "down_pooling_32_to_16"
+ type: "Convolution"
+ bottom: "outBlock1_3"
+ top: "down_pooling_32_to_16"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 2
+ pad: 0
+ stride: 2
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_down_pooling_32_to_16"
+ type: "PReLU"
+ bottom: "down_pooling_32_to_16"
+ top: "down_pooling_32_to_16"
+}
+
+#-------------- THIRD POOLING ------------------
+
+layer {
+ name: "conv_in16_chan128"
+ type: "Convolution"
+ bottom: "down_pooling_32_to_16"
+ top: "conv_in16_chan128"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "relu_conv_in16_chan128"
+ type: "PReLU"
+ bottom: "conv_in16_chan128"
+ top: "conv_in16_chan128"
+}
+
+layer {
+ name: "conv_in16_chan128_2"
+ type: "Convolution"
+ bottom: "conv_in16_chan128"
+ top: "conv_in16_chan128_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_conv_in16_chan128_2"
+ type: "PReLU"
+ bottom: "conv_in16_chan128_2"
+ top: "conv_in16_chan128_2"
+}
+
+layer {
+ name: "conv_in16_chan128_3"
+ type: "Convolution"
+ bottom: "conv_in16_chan128_2"
+ top: "conv_in16_chan128_3"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "addLayer1_4"
+ type: "Eltwise"
+ bottom: "conv_in16_chan128_3"
+ bottom: "down_pooling_32_to_16"
+ top: "outBlock1_4"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "outBlock1_4_RELU"
+ type: "PReLU"
+ bottom: "outBlock1_4"
+ top: "outBlock1_4"
+}
+
+#------------- FOURTH BLOCK -----------------
+
+
+layer {
+ name: "down_pooling_16_to_8"
+ type: "Convolution"
+ bottom: "outBlock1_4"
+ top: "down_pooling_16_to_8"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 256
+ kernel_size: 2
+ pad: 0
+ stride: 2
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_down_pooling_16_to_8"
+ type: "PReLU"
+ bottom: "down_pooling_16_to_8"
+ top: "down_pooling_16_to_8"
+}
+
+#-------------- FOURTH POOLING ------------------
+
+layer {
+ name: "conv_in8_chan256"
+ type: "Convolution"
+ bottom: "down_pooling_16_to_8"
+ top: "conv_in8_chan256"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 256
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "relu_conv_in8_chan256"
+ type: "PReLU"
+ bottom: "conv_in8_chan256"
+ top: "conv_in8_chan256"
+}
+
+layer {
+ name: "conv_in8_chan256_2"
+ type: "Convolution"
+ bottom: "conv_in8_chan256"
+ top: "conv_in8_chan256_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 256
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "relu_conv_in8_chan256_2"
+ type: "PReLU"
+ bottom: "conv_in8_chan256_2"
+ top: "conv_in8_chan256_2"
+}
+
+layer {
+ name: "conv_in8_chan256_3"
+ type: "Convolution"
+ bottom: "conv_in8_chan256_2"
+ top: "conv_in8_chan256_3"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 256
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "addLayer1_5"
+ type: "Eltwise"
+ bottom: "conv_in8_chan256_3"
+ bottom: "down_pooling_16_to_8"
+ top: "outBlock1_5"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "outBlock1_5_RELU"
+ type: "PReLU"
+ bottom: "outBlock1_5"
+ top: "outBlock1_5"
+}
+
+#------------- FIFTH BLOCK -----------------
+
+
+layer {
+ name: "deconv_in8_chan128"
+ type: "Deconvolution"
+ bottom: "outBlock1_5"
+ top: "deconv_in8_chan128"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 2
+ stride: 2
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_deconv_in8_chan128"
+ type: "PReLU"
+ bottom: "deconv_in8_chan128"
+ top: "deconv_in8_chan128"
+}
+
+layer {
+ type: "Concat"
+ name: "concat_in16_concat"
+ top: "concat_in16_concat"
+ bottom: "deconv_in8_chan128"
+ bottom: "outBlock1_4"
+}
+
+#------------- FIRST DEPOOL -----------------
+
+layer {
+ name: "conv_in16_chan128_right"
+ type: "Convolution"
+ bottom: "concat_in16_concat"
+ top: "conv_in16_chan128_right"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 256
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_conv_in16_chan128_right"
+ type: "PReLU"
+ bottom: "conv_in16_chan128_right"
+ top: "conv_in16_chan128_right"
+}
+
+layer {
+ name: "conv_in16_chan128_right_2"
+ type: "Convolution"
+ bottom: "conv_in16_chan128_right"
+ top: "conv_in16_chan128_right_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 256
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_conv_in16_chan128_right_2"
+ type: "PReLU"
+ bottom: "conv_in16_chan128_right_2"
+ top: "conv_in16_chan128_right_2"
+}
+
+layer {
+ name: "conv_in16_chan128_right_3"
+ type: "Convolution"
+ bottom: "conv_in16_chan128_right_2"
+ top: "conv_in16_chan128_right_3"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 256
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "addLayer2_4"
+ type: "Eltwise"
+ bottom: "conv_in16_chan128_right_3"
+ bottom: "concat_in16_concat"
+ top: "outBlock2_4"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "outBlock2_4_RELU"
+ type: "PReLU"
+ bottom: "outBlock2_4"
+ top: "outBlock2_4"
+}
+
+#------------- SIXTH BLOCK -----------------
+
+layer {
+ name: "deconv_in16_chan64"
+ type: "Deconvolution"
+ bottom: "outBlock2_4"
+ top: "deconv_in16_chan64"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 64
+ kernel_size: 2
+ stride: 2
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_deconv_in16_chan64"
+ type: "PReLU"
+ bottom: "deconv_in16_chan64"
+ top: "deconv_in16_chan64"
+}
+
+layer {
+ type: "Concat"
+ name: "concat_in32_concat"
+ top: "concat_in32_concat"
+ bottom: "deconv_in16_chan64"
+ bottom: "outBlock1_3"
+}
+
+#------------- SECOND DEPOOL -----------------
+
+
+layer {
+ name: "conv_in32_chan64_right"
+ type: "Convolution"
+ bottom: "concat_in32_concat"
+ top: "conv_in32_chan64_right"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_conv_in32_chan64_right"
+ type: "PReLU"
+ bottom: "conv_in32_chan64_right"
+ top: "conv_in32_chan64_right"
+}
+
+layer {
+ name: "conv_in32_chan64_right_2"
+ type: "Convolution"
+ bottom: "conv_in32_chan64_right"
+ top: "conv_in32_chan64_right_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "addLayer2_3"
+ type: "Eltwise"
+ bottom: "conv_in32_chan64_right_2"
+ bottom: "concat_in32_concat"
+ top: "outBlock2_3"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "outBlock2_3_RELU"
+ type: "PReLU"
+ bottom: "outBlock2_3"
+ top: "outBlock2_3"
+}
+
+#------------- SEVENTH BLOCK -----------------
+
+layer {
+ name: "deconv_in32_chan32"
+ type: "Deconvolution"
+ bottom: "outBlock2_3"
+ top: "deconv_in32_chan32"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 32
+ kernel_size: 2
+ stride: 2
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_deconv_in32_chan32"
+ type: "PReLU"
+ bottom: "deconv_in32_chan32"
+ top: "deconv_in32_chan32"
+}
+
+layer {
+ type: "Concat"
+ name: "concat_in64_concat"
+ top: "concat_in64_concat"
+ bottom: "deconv_in32_chan32"
+ bottom: "outBlock1_2"
+}
+
+#------------- THIRD DEPOOL -----------------
+
+
+layer {
+ name: "conv_in64_chan32_right"
+ type: "Convolution"
+ bottom: "concat_in64_concat"
+ top: "conv_in64_chan32_right"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 64
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "addLayer2_2"
+ type: "Eltwise"
+ bottom: "conv_in64_chan32_right"
+ bottom: "concat_in64_concat"
+ top: "outBlock2_2"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "outBlock2_2_RELU"
+ type: "PReLU"
+ bottom: "outBlock2_2"
+ top: "outBlock2_2"
+}
+
+
+#------------- EIGHTH BLOCK -----------------
+
+layer {
+ name: "deconv_in64_chan16"
+ type: "Deconvolution"
+ bottom: "outBlock2_2"
+ top: "deconv_in64_chan16"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 16
+ kernel_size: 2
+ stride: 2
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_deconv_in64_chan16"
+ type: "PReLU"
+ bottom: "deconv_in64_chan16"
+ top: "deconv_in64_chan16"
+}
+
+layer {
+ type: "Concat"
+ name: "concat_in128_concat"
+ top: "concat_in128_concat"
+ bottom: "deconv_in64_chan16"
+ bottom: "outBlock1_1"
+}
+
+#------------- FOURTH DEPOOL -----------------
+
+layer {
+ name: "conv_in128_chan16_right"
+ type: "Convolution"
+ bottom: "concat_in128_concat"
+ top: "conv_in128_chan16_right"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 32
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "addLayer2_1"
+ type: "Eltwise"
+ bottom: "conv_in128_chan16_right"
+ bottom: "concat_in128_concat"
+ top: "outBlock2_1"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "outBlock2_1_RELU"
+ type: "PReLU"
+ bottom: "outBlock2_1"
+ top: "outBlock2_1"
+}
+
+#------------- NINETH BLOCK -----------------
+
+
+layer {
+ name: "conv_in128_chan2_right"
+ type: "Convolution"
+ bottom: "outBlock2_1"
+ top: "conv_in128_chan2_right"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 2
+ kernel_size: 5
+ stride: 1
+ pad: 2
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_conv_in128_chan2_right"
+ type: "PReLU"
+ bottom: "conv_in128_chan2_right"
+ top: "conv_in128_chan2_right"
+}
+
+layer {
+ name: "conv_in128_chan2_2_right"
+ type: "Convolution"
+ bottom: "conv_in128_chan2_right"
+ top: "conv_in128_chan2_2_right"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 2
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+
+ layer {
+ name: "reshaperes"
+ type: "Reshape"
+ bottom: "conv_in128_chan2_2_right"
+ top: "conv_in128_chan2_right_flat"
+ reshape_param {
+ shape {
+ dim: 1 # copy the dimension from below
+ dim: 2
+ dim: 1048576
+ }
+ }
+ }
+
+
+layer {
+ name: "labelmapsf"
+ type: "Softmax"
+ bottom: "conv_in128_chan2_right_flat"
+ top: "labelmapsf"
+ loss_param {
+ ignore_label:2
+ }
+ }
+
+ layer {
+ name: "labelmap"
+ type: "Reshape"
+ bottom: "labelmapsf"
+ top: "labelmap"
+ reshape_param {
+ shape {
+ dim: 1 # copy the dimension from below
+ dim: 2
+ dim: 128
+ dim: 128
+ dim: 64
+ }
+ }
+ }
\ No newline at end of file
diff --git a/models/intel_optimized_models/VNet/train_noPooling_ResNet_cinque.prototxt b/models/intel_optimized_models/VNet/train_noPooling_ResNet_cinque.prototxt
new file mode 100644
index 000000000..9a8f5d757
--- /dev/null
+++ b/models/intel_optimized_models/VNet/train_noPooling_ResNet_cinque.prototxt
@@ -0,0 +1,1252 @@
+input: "data"
+input_shape{dim: 2 dim: 1 dim: 128 dim: 128 dim: 64}
+
+input: "label"
+input_shape{dim: 2 dim: 1 dim: 128 dim: 128 dim: 64}
+
+
+layer {
+ name: "conv_in128_chan16"
+ type: "Convolution"
+ bottom: "data"
+ top: "conv_in128_chan16"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 16
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+
+layer {
+ name: "split1_1"
+ type: "Split"
+ bottom: "data"
+ top: "t1_1"
+ top: "t1_2"
+ top: "t1_3"
+ top: "t1_4"
+ top: "t1_5"
+ top: "t1_6"
+ top: "t1_7"
+ top: "t1_8"
+ top: "t1_9"
+ top: "t1_10"
+ top: "t1_11"
+ top: "t1_12"
+ top: "t1_13"
+ top: "t1_14"
+ top: "t1_15"
+ top: "t1_16"
+}
+
+layer {
+ name: "concat1_1"
+ bottom: "t1_1"
+ bottom: "t1_2"
+ bottom: "t1_3"
+ bottom: "t1_4"
+ bottom: "t1_5"
+ bottom: "t1_6"
+ bottom: "t1_7"
+ bottom: "t1_8"
+ bottom: "t1_9"
+ bottom: "t1_10"
+ bottom: "t1_11"
+ bottom: "t1_12"
+ bottom: "t1_13"
+ bottom: "t1_14"
+ bottom: "t1_15"
+ bottom: "t1_16"
+ top: "tiled1_1"
+ type: "Concat"
+ concat_param {
+ axis: 1
+ }
+}
+
+layer {
+ name: "addLayer1_1"
+ type: "Eltwise"
+ bottom: "conv_in128_chan16"
+ bottom: "tiled1_1"
+ top: "outBlock1_1"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "outBlock1_1_RELU"
+ type: "PReLU"
+ bottom: "outBlock1_1"
+ top: "outBlock1_1"
+}
+
+#------------- FIRST BLOCK -----------------
+
+layer {
+ name: "down_pooling_128_to_64"
+ type: "Convolution"
+ bottom: "outBlock1_1"
+ top: "down_pooling_128_to_64"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 32
+ kernel_size: 2
+ pad: 0
+ stride: 2
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_down_pooling_128_to_64"
+ type: "PReLU"
+ bottom: "down_pooling_128_to_64"
+ top: "down_pooling_128_to_64"
+}
+
+#-------------- FIRST POOLING ------------------
+
+layer {
+ name: "conv_in64_chan32"
+ type: "Convolution"
+ bottom: "down_pooling_128_to_64"
+ top: "conv_in64_chan32"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 32
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "addLayer1_2"
+ type: "Eltwise"
+ bottom: "conv_in64_chan32"
+ bottom: "down_pooling_128_to_64"
+ top: "outBlock1_2"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "outBlock1_2_RELU"
+ type: "PReLU"
+ bottom: "outBlock1_2"
+ top: "outBlock1_2"
+}
+
+#------------- SECOND BLOCK -----------------
+
+layer {
+ name: "down_pooling_64_to_32"
+ type: "Convolution"
+ bottom: "outBlock1_2"
+ top: "down_pooling_64_to_32"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 64
+ kernel_size: 2
+ pad: 0
+ stride: 2
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_down_pooling_64_to_32"
+ type: "PReLU"
+ bottom: "down_pooling_64_to_32"
+ top: "down_pooling_64_to_32"
+}
+
+#-------------- SECOND POOLING ------------------
+
+layer {
+ name: "conv_in32_chan64"
+ type: "Convolution"
+ bottom: "down_pooling_64_to_32"
+ top: "conv_in32_chan64"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 64
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_conv_in32_chan64"
+ type: "PReLU"
+ bottom: "conv_in32_chan64"
+ top: "conv_in32_chan64"
+}
+
+layer {
+ name: "conv_in32_chan64_2"
+ type: "Convolution"
+ bottom: "conv_in32_chan64"
+ top: "conv_in32_chan64_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 64
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "addLayer1_3"
+ type: "Eltwise"
+ bottom: "conv_in32_chan64_2"
+ bottom: "down_pooling_64_to_32"
+ top: "outBlock1_3"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "outBlock1_3_RELU"
+ type: "PReLU"
+ bottom: "outBlock1_3"
+ top: "outBlock1_3"
+}
+
+#------------- THIRD BLOCK -----------------
+
+layer {
+ name: "down_pooling_32_to_16"
+ type: "Convolution"
+ bottom: "outBlock1_3"
+ top: "down_pooling_32_to_16"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 2
+ pad: 0
+ stride: 2
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_down_pooling_32_to_16"
+ type: "PReLU"
+ bottom: "down_pooling_32_to_16"
+ top: "down_pooling_32_to_16"
+}
+
+#-------------- THIRD POOLING ------------------
+
+layer {
+ name: "conv_in16_chan128"
+ type: "Convolution"
+ bottom: "down_pooling_32_to_16"
+ top: "conv_in16_chan128"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "relu_conv_in16_chan128"
+ type: "PReLU"
+ bottom: "conv_in16_chan128"
+ top: "conv_in16_chan128"
+}
+
+layer {
+ name: "conv_in16_chan128_2"
+ type: "Convolution"
+ bottom: "conv_in16_chan128"
+ top: "conv_in16_chan128_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_conv_in16_chan128_2"
+ type: "PReLU"
+ bottom: "conv_in16_chan128_2"
+ top: "conv_in16_chan128_2"
+}
+
+layer {
+ name: "conv_in16_chan128_3"
+ type: "Convolution"
+ bottom: "conv_in16_chan128_2"
+ top: "conv_in16_chan128_3"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "addLayer1_4"
+ type: "Eltwise"
+ bottom: "conv_in16_chan128_3"
+ bottom: "down_pooling_32_to_16"
+ top: "outBlock1_4"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "outBlock1_4_RELU"
+ type: "PReLU"
+ bottom: "outBlock1_4"
+ top: "outBlock1_4"
+}
+
+#------------- FOURTH BLOCK -----------------
+
+
+layer {
+ name: "down_pooling_16_to_8"
+ type: "Convolution"
+ bottom: "outBlock1_4"
+ top: "down_pooling_16_to_8"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 256
+ kernel_size: 2
+ pad: 0
+ stride: 2
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_down_pooling_16_to_8"
+ type: "PReLU"
+ bottom: "down_pooling_16_to_8"
+ top: "down_pooling_16_to_8"
+}
+
+#-------------- FOURTH POOLING ------------------
+
+layer {
+ name: "conv_in8_chan256"
+ type: "Convolution"
+ bottom: "down_pooling_16_to_8"
+ top: "conv_in8_chan256"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 256
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "relu_conv_in8_chan256"
+ type: "PReLU"
+ bottom: "conv_in8_chan256"
+ top: "conv_in8_chan256"
+}
+
+layer {
+ name: "conv_in8_chan256_2"
+ type: "Convolution"
+ bottom: "conv_in8_chan256"
+ top: "conv_in8_chan256_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 256
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "relu_conv_in8_chan256_2"
+ type: "PReLU"
+ bottom: "conv_in8_chan256_2"
+ top: "conv_in8_chan256_2"
+}
+
+layer {
+ name: "conv_in8_chan256_3"
+ type: "Convolution"
+ bottom: "conv_in8_chan256_2"
+ top: "conv_in8_chan256_3"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 256
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "addLayer1_5"
+ type: "Eltwise"
+ bottom: "conv_in8_chan256_3"
+ bottom: "down_pooling_16_to_8"
+ top: "outBlock1_5"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "outBlock1_5_RELU"
+ type: "PReLU"
+ bottom: "outBlock1_5"
+ top: "outBlock1_5"
+}
+
+#------------- FIFTH BLOCK -----------------
+
+
+layer {
+ name: "deconv_in8_chan128"
+ type: "Deconvolution"
+ bottom: "outBlock1_5"
+ top: "deconv_in8_chan128"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 2
+ stride: 2
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_deconv_in8_chan128"
+ type: "PReLU"
+ bottom: "deconv_in8_chan128"
+ top: "deconv_in8_chan128"
+}
+
+layer {
+ type: "Concat"
+ name: "concat_in16_concat"
+ top: "concat_in16_concat"
+ bottom: "deconv_in8_chan128"
+ bottom: "outBlock1_4"
+}
+
+#------------- FIRST DEPOOL -----------------
+
+layer {
+ name: "conv_in16_chan128_right"
+ type: "Convolution"
+ bottom: "concat_in16_concat"
+ top: "conv_in16_chan128_right"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 256
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_conv_in16_chan128_right"
+ type: "PReLU"
+ bottom: "conv_in16_chan128_right"
+ top: "conv_in16_chan128_right"
+}
+
+layer {
+ name: "conv_in16_chan128_right_2"
+ type: "Convolution"
+ bottom: "conv_in16_chan128_right"
+ top: "conv_in16_chan128_right_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 256
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_conv_in16_chan128_right_2"
+ type: "PReLU"
+ bottom: "conv_in16_chan128_right_2"
+ top: "conv_in16_chan128_right_2"
+}
+
+layer {
+ name: "conv_in16_chan128_right_3"
+ type: "Convolution"
+ bottom: "conv_in16_chan128_right_2"
+ top: "conv_in16_chan128_right_3"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 256
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "addLayer2_4"
+ type: "Eltwise"
+ bottom: "conv_in16_chan128_right_3"
+ bottom: "concat_in16_concat"
+ top: "outBlock2_4"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "outBlock2_4_RELU"
+ type: "PReLU"
+ bottom: "outBlock2_4"
+ top: "outBlock2_4"
+}
+
+#------------- SIXTH BLOCK -----------------
+
+layer {
+ name: "deconv_in16_chan64"
+ type: "Deconvolution"
+ bottom: "outBlock2_4"
+ top: "deconv_in16_chan64"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 64
+ kernel_size: 2
+ stride: 2
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_deconv_in16_chan64"
+ type: "PReLU"
+ bottom: "deconv_in16_chan64"
+ top: "deconv_in16_chan64"
+}
+
+layer {
+ type: "Concat"
+ name: "concat_in32_concat"
+ top: "concat_in32_concat"
+ bottom: "deconv_in16_chan64"
+ bottom: "outBlock1_3"
+}
+
+#------------- SECOND DEPOOL -----------------
+
+
+layer {
+ name: "conv_in32_chan64_right"
+ type: "Convolution"
+ bottom: "concat_in32_concat"
+ top: "conv_in32_chan64_right"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_conv_in32_chan64_right"
+ type: "PReLU"
+ bottom: "conv_in32_chan64_right"
+ top: "conv_in32_chan64_right"
+}
+
+layer {
+ name: "conv_in32_chan64_right_2"
+ type: "Convolution"
+ bottom: "conv_in32_chan64_right"
+ top: "conv_in32_chan64_right_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "addLayer2_3"
+ type: "Eltwise"
+ bottom: "conv_in32_chan64_right_2"
+ bottom: "concat_in32_concat"
+ top: "outBlock2_3"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "outBlock2_3_RELU"
+ type: "PReLU"
+ bottom: "outBlock2_3"
+ top: "outBlock2_3"
+}
+
+#------------- SEVENTH BLOCK -----------------
+
+layer {
+ name: "deconv_in32_chan32"
+ type: "Deconvolution"
+ bottom: "outBlock2_3"
+ top: "deconv_in32_chan32"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 32
+ kernel_size: 2
+ stride: 2
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_deconv_in32_chan32"
+ type: "PReLU"
+ bottom: "deconv_in32_chan32"
+ top: "deconv_in32_chan32"
+}
+
+layer {
+ type: "Concat"
+ name: "concat_in64_concat"
+ top: "concat_in64_concat"
+ bottom: "deconv_in32_chan32"
+ bottom: "outBlock1_2"
+}
+
+#------------- THIRD DEPOOL -----------------
+
+
+layer {
+ name: "conv_in64_chan32_right"
+ type: "Convolution"
+ bottom: "concat_in64_concat"
+ top: "conv_in64_chan32_right"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 64
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "addLayer2_2"
+ type: "Eltwise"
+ bottom: "conv_in64_chan32_right"
+ bottom: "concat_in64_concat"
+ top: "outBlock2_2"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "outBlock2_2_RELU"
+ type: "PReLU"
+ bottom: "outBlock2_2"
+ top: "outBlock2_2"
+}
+
+
+#------------- EIGHTH BLOCK -----------------
+
+layer {
+ name: "deconv_in64_chan16"
+ type: "Deconvolution"
+ bottom: "outBlock2_2"
+ top: "deconv_in64_chan16"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 16
+ kernel_size: 2
+ stride: 2
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_deconv_in64_chan16"
+ type: "PReLU"
+ bottom: "deconv_in64_chan16"
+ top: "deconv_in64_chan16"
+}
+
+layer {
+ type: "Concat"
+ name: "concat_in128_concat"
+ top: "concat_in128_concat"
+ bottom: "deconv_in64_chan16"
+ bottom: "outBlock1_1"
+}
+
+#------------- FOURTH DEPOOL -----------------
+
+layer {
+ name: "conv_in128_chan16_right"
+ type: "Convolution"
+ bottom: "concat_in128_concat"
+ top: "conv_in128_chan16_right"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 32
+ kernel_size: 5
+ pad: 2
+ stride: 1
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "addLayer2_1"
+ type: "Eltwise"
+ bottom: "conv_in128_chan16_right"
+ bottom: "concat_in128_concat"
+ top: "outBlock2_1"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "outBlock2_1_RELU"
+ type: "PReLU"
+ bottom: "outBlock2_1"
+ top: "outBlock2_1"
+}
+
+#------------- NINETH BLOCK -----------------
+
+
+layer {
+ name: "conv_in128_chan2_right"
+ type: "Convolution"
+ bottom: "outBlock2_1"
+ top: "conv_in128_chan2_right"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 2
+ kernel_size: 5
+ stride: 1
+ pad: 2
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "relu_conv_in128_chan2_right"
+ type: "PReLU"
+ bottom: "conv_in128_chan2_right"
+ top: "conv_in128_chan2_right"
+}
+
+layer {
+ name: "conv_in128_chan2_2_right"
+ type: "Convolution"
+ bottom: "conv_in128_chan2_right"
+ top: "conv_in128_chan2_2_right"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 2
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "msra"
+ variance_norm: 2
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+
+layer {
+ name: "reshapelab"
+ type: "Reshape"
+ bottom: "label"
+ top: "label_flat"
+ reshape_param {
+ shape {
+ dim: 0 # copy the dimension from below
+ dim: 1
+ dim: 1048576
+ }
+ }
+ }
+
+
+ layer {
+ name: "reshaperes"
+ type: "Reshape"
+ bottom: "conv_in128_chan2_2_right"
+ top: "conv_in128_chan2_right_flat"
+ reshape_param {
+ shape {
+ dim: 0 # copy the dimension from below
+ dim: 2
+ dim: 1048576
+ }
+ }
+ }
+
+
+
+layer {
+ name: "softmax"
+ type: "Softmax"
+ bottom: "conv_in128_chan2_right_flat"
+ top: "softmax_out"
+}
+
+
+layer {
+ type: 'Python'
+ name: 'loss'
+ top: 'loss'
+ bottom: 'softmax_out'
+ bottom: "label_flat"
+
+ python_param {
+ # the module name -- usually the filename -- that needs to be in $PYTHONPATH
+ module: 'pyLayer'
+ # the layer name -- the class name in the module
+ layer: 'DiceLoss'
+ }
+ # set loss weight so Caffe knows this is a loss layer.
+ # since PythonLayer inherits directly from Layer, this isn't automatically
+ # known to Caffe
+ loss_weight: 1
+}
+
+#layer {
+# type: 'DiceLoss'
+# name: 'loss'
+# top: 'loss'
+# bottom: 'softmax_out'
+# bottom: "label_flat"
+#}
+
+
+
+
diff --git a/models/intel_optimized_models/benchmark/alexnet/deploy.prototxt b/models/intel_optimized_models/benchmark/alexnet/deploy.prototxt
new file mode 100644
index 000000000..1a55ff367
--- /dev/null
+++ b/models/intel_optimized_models/benchmark/alexnet/deploy.prototxt
@@ -0,0 +1,348 @@
+name: "AlexNet"
+layer {
+ name: "data"
+ type: "DummyData"
+ top: "data"
+ dummy_data_param {
+ shape: { dim: 256 dim: 3 dim: 227 dim: 227 }
+ data_filler {
+ type: "constant"
+ value: 0.01
+ }
+ }
+}
+
+layer {
+ name: "conv1"
+ type: "Convolution"
+ bottom: "data"
+ top: "conv1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 96
+ kernel_size: 11
+ stride: 4
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu1"
+ type: "ReLU"
+ bottom: "conv1"
+ top: "conv1"
+}
+layer {
+ name: "norm1"
+ type: "LRN"
+ bottom: "conv1"
+ top: "norm1"
+ lrn_param {
+ local_size: 5
+ alpha: 0.0001
+ beta: 0.75
+ }
+}
+layer {
+ name: "pool1"
+ type: "Pooling"
+ bottom: "norm1"
+ top: "pool1"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 2
+ }
+}
+layer {
+ name: "conv2"
+ type: "Convolution"
+ bottom: "pool1"
+ top: "conv2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 2
+ kernel_size: 5
+ group: 2
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.1
+ }
+ }
+}
+layer {
+ name: "relu2"
+ type: "ReLU"
+ bottom: "conv2"
+ top: "conv2"
+}
+layer {
+ name: "norm2"
+ type: "LRN"
+ bottom: "conv2"
+ top: "norm2"
+ lrn_param {
+ local_size: 5
+ alpha: 0.0001
+ beta: 0.75
+ }
+}
+layer {
+ name: "pool2"
+ type: "Pooling"
+ bottom: "norm2"
+ top: "pool2"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 2
+ }
+}
+layer {
+ name: "conv3"
+ type: "Convolution"
+ bottom: "pool2"
+ top: "conv3"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 384
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu3"
+ type: "ReLU"
+ bottom: "conv3"
+ top: "conv3"
+}
+layer {
+ name: "conv4"
+ type: "Convolution"
+ bottom: "conv3"
+ top: "conv4"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 384
+ pad: 1
+ kernel_size: 3
+ group: 2
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.1
+ }
+ }
+}
+layer {
+ name: "relu4"
+ type: "ReLU"
+ bottom: "conv4"
+ top: "conv4"
+}
+layer {
+ name: "conv5"
+ type: "Convolution"
+ bottom: "conv4"
+ top: "conv5"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ group: 2
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.1
+ }
+ }
+}
+layer {
+ name: "relu5"
+ type: "ReLU"
+ bottom: "conv5"
+ top: "conv5"
+}
+layer {
+ name: "pool5"
+ type: "Pooling"
+ bottom: "conv5"
+ top: "pool5"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 2
+ }
+}
+layer {
+ name: "fc6"
+ type: "InnerProduct"
+ bottom: "pool5"
+ top: "fc6"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ inner_product_param {
+ num_output: 4096
+ weight_filler {
+ type: "gaussian"
+ std: 0.005
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.1
+ }
+ }
+}
+layer {
+ name: "relu6"
+ type: "ReLU"
+ bottom: "fc6"
+ top: "fc6"
+}
+layer {
+ name: "drop6"
+ type: "Dropout"
+ bottom: "fc6"
+ top: "fc6"
+ dropout_param {
+ dropout_ratio: 0.5
+ }
+}
+layer {
+ name: "fc7"
+ type: "InnerProduct"
+ bottom: "fc6"
+ top: "fc7"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ inner_product_param {
+ num_output: 4096
+ weight_filler {
+ type: "gaussian"
+ std: 0.005
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.1
+ }
+ }
+}
+layer {
+ name: "relu7"
+ type: "ReLU"
+ bottom: "fc7"
+ top: "fc7"
+}
+layer {
+ name: "drop7"
+ type: "Dropout"
+ bottom: "fc7"
+ top: "fc7"
+ dropout_param {
+ dropout_ratio: 0.5
+ }
+}
+layer {
+ name: "fc8"
+ type: "InnerProduct"
+ bottom: "fc7"
+ top: "fc8"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ inner_product_param {
+ num_output: 1000
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "prob"
+ type: "Softmax"
+ bottom: "fc8"
+ top: "prob"
+}
diff --git a/models/intel_optimized_models/benchmark/faster-rcnn/deploy.prototxt b/models/intel_optimized_models/benchmark/faster-rcnn/deploy.prototxt
new file mode 100644
index 000000000..b02500080
--- /dev/null
+++ b/models/intel_optimized_models/benchmark/faster-rcnn/deploy.prototxt
@@ -0,0 +1,600 @@
+name: "VGG_ILSVRC_16_layers"
+
+input: "data"
+input_shape { dim: 1 dim: 3 dim: 600 dim: 800}
+
+input: "im_info"
+input_shape { dim: 1 dim: 3}
+
+layer {
+ name: "conv1_1"
+ type: "Convolution"
+ bottom: "data"
+ top: "conv1_1"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 64
+ pad: 1
+ kernel_size: 3
+ }
+}
+layer {
+ name: "relu1_1"
+ type: "ReLU"
+ bottom: "conv1_1"
+ top: "conv1_1"
+}
+layer {
+ name: "conv1_2"
+ type: "Convolution"
+ bottom: "conv1_1"
+ top: "conv1_2"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 64
+ pad: 1
+ kernel_size: 3
+ }
+}
+layer {
+ name: "relu1_2"
+ type: "ReLU"
+ bottom: "conv1_2"
+ top: "conv1_2"
+}
+layer {
+ name: "pool1"
+ type: "Pooling"
+ bottom: "conv1_2"
+ top: "pool1"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "conv2_1"
+ type: "Convolution"
+ bottom: "pool1"
+ top: "conv2_1"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ pad: 1
+ kernel_size: 3
+ }
+}
+layer {
+ name: "relu2_1"
+ type: "ReLU"
+ bottom: "conv2_1"
+ top: "conv2_1"
+}
+layer {
+ name: "conv2_2"
+ type: "Convolution"
+ bottom: "conv2_1"
+ top: "conv2_2"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ pad: 1
+ kernel_size: 3
+ }
+}
+layer {
+ name: "relu2_2"
+ type: "ReLU"
+ bottom: "conv2_2"
+ top: "conv2_2"
+}
+layer {
+ name: "pool2"
+ type: "Pooling"
+ bottom: "conv2_2"
+ top: "pool2"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "conv3_1"
+ type: "Convolution"
+ bottom: "pool2"
+ top: "conv3_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ }
+}
+layer {
+ name: "relu3_1"
+ type: "ReLU"
+ bottom: "conv3_1"
+ top: "conv3_1"
+}
+layer {
+ name: "conv3_2"
+ type: "Convolution"
+ bottom: "conv3_1"
+ top: "conv3_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ }
+}
+layer {
+ name: "relu3_2"
+ type: "ReLU"
+ bottom: "conv3_2"
+ top: "conv3_2"
+}
+layer {
+ name: "conv3_3"
+ type: "Convolution"
+ bottom: "conv3_2"
+ top: "conv3_3"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ }
+}
+layer {
+ name: "relu3_3"
+ type: "ReLU"
+ bottom: "conv3_3"
+ top: "conv3_3"
+}
+layer {
+ name: "pool3"
+ type: "Pooling"
+ bottom: "conv3_3"
+ top: "pool3"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "conv4_1"
+ type: "Convolution"
+ bottom: "pool3"
+ top: "conv4_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ }
+}
+layer {
+ name: "relu4_1"
+ type: "ReLU"
+ bottom: "conv4_1"
+ top: "conv4_1"
+}
+layer {
+ name: "conv4_2"
+ type: "Convolution"
+ bottom: "conv4_1"
+ top: "conv4_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ }
+}
+layer {
+ name: "relu4_2"
+ type: "ReLU"
+ bottom: "conv4_2"
+ top: "conv4_2"
+}
+layer {
+ name: "conv4_3"
+ type: "Convolution"
+ bottom: "conv4_2"
+ top: "conv4_3"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ }
+}
+layer {
+ name: "relu4_3"
+ type: "ReLU"
+ bottom: "conv4_3"
+ top: "conv4_3"
+}
+layer {
+ name: "pool4"
+ type: "Pooling"
+ bottom: "conv4_3"
+ top: "pool4"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "conv5_1"
+ type: "Convolution"
+ bottom: "pool4"
+ top: "conv5_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ }
+}
+layer {
+ name: "relu5_1"
+ type: "ReLU"
+ bottom: "conv5_1"
+ top: "conv5_1"
+}
+layer {
+ name: "conv5_2"
+ type: "Convolution"
+ bottom: "conv5_1"
+ top: "conv5_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ }
+}
+layer {
+ name: "relu5_2"
+ type: "ReLU"
+ bottom: "conv5_2"
+ top: "conv5_2"
+}
+layer {
+ name: "conv5_3"
+ type: "Convolution"
+ bottom: "conv5_2"
+ top: "conv5_3"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ }
+}
+layer {
+ name: "relu5_3"
+ type: "ReLU"
+ bottom: "conv5_3"
+ top: "conv5_3"
+}
+
+#========= RPN ============
+
+layer {
+ name: "rpn_conv/3x3"
+ type: "Convolution"
+ bottom: "conv5_3"
+ top: "rpn/output"
+ param { lr_mult: 1.0 decay_mult: 1.0 }
+ param { lr_mult: 2.0 decay_mult: 0 }
+ convolution_param {
+ num_output: 512
+ kernel_size: 3 pad: 1 stride: 1
+ weight_filler { type: "gaussian" std: 0.01 }
+ bias_filler { type: "constant" value: 0 }
+ }
+}
+layer {
+ name: "rpn_relu/3x3"
+ type: "ReLU"
+ bottom: "rpn/output"
+ top: "rpn/output"
+}
+
+layer {
+ name: "rpn_cls_score"
+ type: "Convolution"
+ bottom: "rpn/output"
+ top: "rpn_cls_score"
+ param { lr_mult: 1.0 decay_mult: 1.0 }
+ param { lr_mult: 2.0 decay_mult: 0 }
+ convolution_param {
+ num_output: 18 # 2(bg/fg) * 9(anchors)
+ kernel_size: 1 pad: 0 stride: 1
+ weight_filler { type: "gaussian" std: 0.01 }
+ bias_filler { type: "constant" value: 0 }
+ }
+}
+layer {
+ name: "rpn_bbox_pred"
+ type: "Convolution"
+ bottom: "rpn/output"
+ top: "rpn_bbox_pred"
+ param { lr_mult: 1.0 decay_mult: 1.0 }
+ param { lr_mult: 2.0 decay_mult: 0 }
+ convolution_param {
+ num_output: 36 # 4 * 9(anchors)
+ kernel_size: 1 pad: 0 stride: 1
+ weight_filler { type: "gaussian" std: 0.01 }
+ bias_filler { type: "constant" value: 0 }
+ }
+}
+layer {
+ bottom: "rpn_cls_score"
+ top: "rpn_cls_score_reshape"
+ name: "rpn_cls_score_reshape"
+ type: "Reshape"
+ reshape_param { shape { dim: 0 dim: 2 dim: -1 dim: 0 } }
+}
+
+#========= RoI Proposal ============
+
+layer {
+ name: "rpn_cls_prob"
+ type: "Softmax"
+ bottom: "rpn_cls_score_reshape"
+ top: "rpn_cls_prob"
+}
+layer {
+ name: 'rpn_cls_prob_reshape'
+ type: 'Reshape'
+ bottom: 'rpn_cls_prob'
+ top: 'rpn_cls_prob_reshape'
+ reshape_param { shape { dim: 0 dim: 18 dim: -1 dim: 0 } }
+}
+layer {
+ name: 'proposal'
+ type: 'Python'
+ bottom: 'rpn_cls_prob_reshape'
+ bottom: 'rpn_bbox_pred'
+ bottom: 'im_info'
+ top: 'rois'
+ python_param {
+ module: 'rpn.proposal_layer'
+ layer: 'ProposalLayer'
+ param_str: "'feat_stride': 16"
+ }
+}
+
+#========= RCNN ============
+
+layer {
+ name: "roi_pool5"
+ type: "ROIPooling"
+ bottom: "conv5_3"
+ bottom: "rois"
+ top: "pool5"
+ roi_pooling_param {
+ pooled_w: 7
+ pooled_h: 7
+ spatial_scale: 0.0625 # 1/16
+ }
+}
+layer {
+ name: "fc6"
+ type: "InnerProduct"
+ bottom: "pool5"
+ top: "fc6"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ inner_product_param {
+ num_output: 4096
+ }
+}
+layer {
+ name: "relu6"
+ type: "ReLU"
+ bottom: "fc6"
+ top: "fc6"
+}
+layer {
+ name: "drop6"
+ type: "Dropout"
+ bottom: "fc6"
+ top: "fc6"
+ dropout_param {
+ dropout_ratio: 0.5
+ }
+}
+layer {
+ name: "fc7"
+ type: "InnerProduct"
+ bottom: "fc6"
+ top: "fc7"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ inner_product_param {
+ num_output: 4096
+ }
+}
+layer {
+ name: "relu7"
+ type: "ReLU"
+ bottom: "fc7"
+ top: "fc7"
+}
+layer {
+ name: "drop7"
+ type: "Dropout"
+ bottom: "fc7"
+ top: "fc7"
+ dropout_param {
+ dropout_ratio: 0.5
+ }
+}
+layer {
+ name: "cls_score"
+ type: "InnerProduct"
+ bottom: "fc7"
+ top: "cls_score"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ inner_product_param {
+ num_output: 21
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "bbox_pred"
+ type: "InnerProduct"
+ bottom: "fc7"
+ top: "bbox_pred"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ inner_product_param {
+ num_output: 84
+ weight_filler {
+ type: "gaussian"
+ std: 0.001
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "cls_prob"
+ type: "Softmax"
+ bottom: "cls_score"
+ top: "cls_prob"
+}
diff --git a/models/intel_optimized_models/benchmark/googlenet/deploy.prototxt b/models/intel_optimized_models/benchmark/googlenet/deploy.prototxt
new file mode 100644
index 000000000..6a1963bda
--- /dev/null
+++ b/models/intel_optimized_models/benchmark/googlenet/deploy.prototxt
@@ -0,0 +1,2319 @@
+name: "GoogleNet"
+layer {
+ name: "data"
+ type: "DummyData"
+ top: "data"
+ dummy_data_param {
+ shape: { dim: 32 dim: 3 dim: 224 dim: 224 }
+ data_filler {
+ type: "constant"
+ value: 0.01
+ }
+ }
+}
+
+layer {
+ name: "conv1/7x7_s2"
+ type: "Convolution"
+ bottom: "data"
+ top: "conv1/7x7_s2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 64
+ pad: 3
+ kernel_size: 7
+ stride: 2
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "conv1/relu_7x7"
+ type: "ReLU"
+ bottom: "conv1/7x7_s2"
+ top: "conv1/7x7_s2"
+}
+layer {
+ name: "pool1/3x3_s2"
+ type: "Pooling"
+ bottom: "conv1/7x7_s2"
+ top: "pool1/3x3_s2"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 2
+ }
+}
+layer {
+ name: "pool1/norm1"
+ type: "LRN"
+ bottom: "pool1/3x3_s2"
+ top: "pool1/norm1"
+ lrn_param {
+ local_size: 5
+ alpha: 0.0001
+ beta: 0.75
+ }
+}
+layer {
+ name: "conv2/3x3_reduce"
+ type: "Convolution"
+ bottom: "pool1/norm1"
+ top: "conv2/3x3_reduce"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 64
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "conv2/relu_3x3_reduce"
+ type: "ReLU"
+ bottom: "conv2/3x3_reduce"
+ top: "conv2/3x3_reduce"
+}
+layer {
+ name: "conv2/3x3"
+ type: "Convolution"
+ bottom: "conv2/3x3_reduce"
+ top: "conv2/3x3"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 192
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "conv2/relu_3x3"
+ type: "ReLU"
+ bottom: "conv2/3x3"
+ top: "conv2/3x3"
+}
+layer {
+ name: "conv2/norm2"
+ type: "LRN"
+ bottom: "conv2/3x3"
+ top: "conv2/norm2"
+ lrn_param {
+ local_size: 5
+ alpha: 0.0001
+ beta: 0.75
+ }
+}
+layer {
+ name: "pool2/3x3_s2"
+ type: "Pooling"
+ bottom: "conv2/norm2"
+ top: "pool2/3x3_s2"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 2
+ }
+}
+layer {
+ name: "inception_3a/1x1"
+ type: "Convolution"
+ bottom: "pool2/3x3_s2"
+ top: "inception_3a/1x1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 64
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_3a/relu_1x1"
+ type: "ReLU"
+ bottom: "inception_3a/1x1"
+ top: "inception_3a/1x1"
+}
+layer {
+ name: "inception_3a/3x3_reduce"
+ type: "Convolution"
+ bottom: "pool2/3x3_s2"
+ top: "inception_3a/3x3_reduce"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 96
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_3a/relu_3x3_reduce"
+ type: "ReLU"
+ bottom: "inception_3a/3x3_reduce"
+ top: "inception_3a/3x3_reduce"
+}
+layer {
+ name: "inception_3a/3x3"
+ type: "Convolution"
+ bottom: "inception_3a/3x3_reduce"
+ top: "inception_3a/3x3"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_3a/relu_3x3"
+ type: "ReLU"
+ bottom: "inception_3a/3x3"
+ top: "inception_3a/3x3"
+}
+layer {
+ name: "inception_3a/5x5_reduce"
+ type: "Convolution"
+ bottom: "pool2/3x3_s2"
+ top: "inception_3a/5x5_reduce"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 16
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_3a/relu_5x5_reduce"
+ type: "ReLU"
+ bottom: "inception_3a/5x5_reduce"
+ top: "inception_3a/5x5_reduce"
+}
+layer {
+ name: "inception_3a/5x5"
+ type: "Convolution"
+ bottom: "inception_3a/5x5_reduce"
+ top: "inception_3a/5x5"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 32
+ pad: 2
+ kernel_size: 5
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_3a/relu_5x5"
+ type: "ReLU"
+ bottom: "inception_3a/5x5"
+ top: "inception_3a/5x5"
+}
+layer {
+ name: "inception_3a/pool"
+ type: "Pooling"
+ bottom: "pool2/3x3_s2"
+ top: "inception_3a/pool"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ name: "inception_3a/pool_proj"
+ type: "Convolution"
+ bottom: "inception_3a/pool"
+ top: "inception_3a/pool_proj"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 32
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_3a/relu_pool_proj"
+ type: "ReLU"
+ bottom: "inception_3a/pool_proj"
+ top: "inception_3a/pool_proj"
+}
+layer {
+ name: "inception_3a/output"
+ type: "Concat"
+ bottom: "inception_3a/1x1"
+ bottom: "inception_3a/3x3"
+ bottom: "inception_3a/5x5"
+ bottom: "inception_3a/pool_proj"
+ top: "inception_3a/output"
+}
+layer {
+ name: "inception_3b/1x1"
+ type: "Convolution"
+ bottom: "inception_3a/output"
+ top: "inception_3b/1x1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_3b/relu_1x1"
+ type: "ReLU"
+ bottom: "inception_3b/1x1"
+ top: "inception_3b/1x1"
+}
+layer {
+ name: "inception_3b/3x3_reduce"
+ type: "Convolution"
+ bottom: "inception_3a/output"
+ top: "inception_3b/3x3_reduce"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_3b/relu_3x3_reduce"
+ type: "ReLU"
+ bottom: "inception_3b/3x3_reduce"
+ top: "inception_3b/3x3_reduce"
+}
+layer {
+ name: "inception_3b/3x3"
+ type: "Convolution"
+ bottom: "inception_3b/3x3_reduce"
+ top: "inception_3b/3x3"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 192
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_3b/relu_3x3"
+ type: "ReLU"
+ bottom: "inception_3b/3x3"
+ top: "inception_3b/3x3"
+}
+layer {
+ name: "inception_3b/5x5_reduce"
+ type: "Convolution"
+ bottom: "inception_3a/output"
+ top: "inception_3b/5x5_reduce"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 32
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_3b/relu_5x5_reduce"
+ type: "ReLU"
+ bottom: "inception_3b/5x5_reduce"
+ top: "inception_3b/5x5_reduce"
+}
+layer {
+ name: "inception_3b/5x5"
+ type: "Convolution"
+ bottom: "inception_3b/5x5_reduce"
+ top: "inception_3b/5x5"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 96
+ pad: 2
+ kernel_size: 5
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_3b/relu_5x5"
+ type: "ReLU"
+ bottom: "inception_3b/5x5"
+ top: "inception_3b/5x5"
+}
+layer {
+ name: "inception_3b/pool"
+ type: "Pooling"
+ bottom: "inception_3a/output"
+ top: "inception_3b/pool"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ name: "inception_3b/pool_proj"
+ type: "Convolution"
+ bottom: "inception_3b/pool"
+ top: "inception_3b/pool_proj"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 64
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_3b/relu_pool_proj"
+ type: "ReLU"
+ bottom: "inception_3b/pool_proj"
+ top: "inception_3b/pool_proj"
+}
+layer {
+ name: "inception_3b/output"
+ type: "Concat"
+ bottom: "inception_3b/1x1"
+ bottom: "inception_3b/3x3"
+ bottom: "inception_3b/5x5"
+ bottom: "inception_3b/pool_proj"
+ top: "inception_3b/output"
+}
+layer {
+ name: "pool3/3x3_s2"
+ type: "Pooling"
+ bottom: "inception_3b/output"
+ top: "pool3/3x3_s2"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 2
+ }
+}
+layer {
+ name: "inception_4a/1x1"
+ type: "Convolution"
+ bottom: "pool3/3x3_s2"
+ top: "inception_4a/1x1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 192
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4a/relu_1x1"
+ type: "ReLU"
+ bottom: "inception_4a/1x1"
+ top: "inception_4a/1x1"
+}
+layer {
+ name: "inception_4a/3x3_reduce"
+ type: "Convolution"
+ bottom: "pool3/3x3_s2"
+ top: "inception_4a/3x3_reduce"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 96
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4a/relu_3x3_reduce"
+ type: "ReLU"
+ bottom: "inception_4a/3x3_reduce"
+ top: "inception_4a/3x3_reduce"
+}
+layer {
+ name: "inception_4a/3x3"
+ type: "Convolution"
+ bottom: "inception_4a/3x3_reduce"
+ top: "inception_4a/3x3"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 208
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4a/relu_3x3"
+ type: "ReLU"
+ bottom: "inception_4a/3x3"
+ top: "inception_4a/3x3"
+}
+layer {
+ name: "inception_4a/5x5_reduce"
+ type: "Convolution"
+ bottom: "pool3/3x3_s2"
+ top: "inception_4a/5x5_reduce"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 16
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4a/relu_5x5_reduce"
+ type: "ReLU"
+ bottom: "inception_4a/5x5_reduce"
+ top: "inception_4a/5x5_reduce"
+}
+layer {
+ name: "inception_4a/5x5"
+ type: "Convolution"
+ bottom: "inception_4a/5x5_reduce"
+ top: "inception_4a/5x5"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 48
+ pad: 2
+ kernel_size: 5
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4a/relu_5x5"
+ type: "ReLU"
+ bottom: "inception_4a/5x5"
+ top: "inception_4a/5x5"
+}
+layer {
+ name: "inception_4a/pool"
+ type: "Pooling"
+ bottom: "pool3/3x3_s2"
+ top: "inception_4a/pool"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ name: "inception_4a/pool_proj"
+ type: "Convolution"
+ bottom: "inception_4a/pool"
+ top: "inception_4a/pool_proj"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 64
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4a/relu_pool_proj"
+ type: "ReLU"
+ bottom: "inception_4a/pool_proj"
+ top: "inception_4a/pool_proj"
+}
+layer {
+ name: "inception_4a/output"
+ type: "Concat"
+ bottom: "inception_4a/1x1"
+ bottom: "inception_4a/3x3"
+ bottom: "inception_4a/5x5"
+ bottom: "inception_4a/pool_proj"
+ top: "inception_4a/output"
+}
+layer {
+ name: "loss1/ave_pool"
+ type: "Pooling"
+ bottom: "inception_4a/output"
+ top: "loss1/ave_pool"
+ pooling_param {
+ pool: AVE
+ kernel_size: 5
+ stride: 3
+ }
+}
+layer {
+ name: "loss1/conv"
+ type: "Convolution"
+ bottom: "loss1/ave_pool"
+ top: "loss1/conv"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "loss1/relu_conv"
+ type: "ReLU"
+ bottom: "loss1/conv"
+ top: "loss1/conv"
+}
+layer {
+ name: "loss1/fc"
+ type: "InnerProduct"
+ bottom: "loss1/conv"
+ top: "loss1/fc"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ inner_product_param {
+ num_output: 1024
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "loss1/relu_fc"
+ type: "ReLU"
+ bottom: "loss1/fc"
+ top: "loss1/fc"
+}
+layer {
+ name: "loss1/drop_fc"
+ type: "Dropout"
+ bottom: "loss1/fc"
+ top: "loss1/fc"
+ dropout_param {
+ dropout_ratio: 0.7
+ }
+}
+layer {
+ name: "loss1/classifier"
+ type: "InnerProduct"
+ bottom: "loss1/fc"
+ top: "loss1/classifier"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ inner_product_param {
+ num_output: 1000
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+
+layer {
+ name: "inception_4b/1x1"
+ type: "Convolution"
+ bottom: "inception_4a/output"
+ top: "inception_4b/1x1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 160
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4b/relu_1x1"
+ type: "ReLU"
+ bottom: "inception_4b/1x1"
+ top: "inception_4b/1x1"
+}
+layer {
+ name: "inception_4b/3x3_reduce"
+ type: "Convolution"
+ bottom: "inception_4a/output"
+ top: "inception_4b/3x3_reduce"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 112
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4b/relu_3x3_reduce"
+ type: "ReLU"
+ bottom: "inception_4b/3x3_reduce"
+ top: "inception_4b/3x3_reduce"
+}
+layer {
+ name: "inception_4b/3x3"
+ type: "Convolution"
+ bottom: "inception_4b/3x3_reduce"
+ top: "inception_4b/3x3"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 224
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4b/relu_3x3"
+ type: "ReLU"
+ bottom: "inception_4b/3x3"
+ top: "inception_4b/3x3"
+}
+layer {
+ name: "inception_4b/5x5_reduce"
+ type: "Convolution"
+ bottom: "inception_4a/output"
+ top: "inception_4b/5x5_reduce"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 24
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4b/relu_5x5_reduce"
+ type: "ReLU"
+ bottom: "inception_4b/5x5_reduce"
+ top: "inception_4b/5x5_reduce"
+}
+layer {
+ name: "inception_4b/5x5"
+ type: "Convolution"
+ bottom: "inception_4b/5x5_reduce"
+ top: "inception_4b/5x5"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 64
+ pad: 2
+ kernel_size: 5
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4b/relu_5x5"
+ type: "ReLU"
+ bottom: "inception_4b/5x5"
+ top: "inception_4b/5x5"
+}
+layer {
+ name: "inception_4b/pool"
+ type: "Pooling"
+ bottom: "inception_4a/output"
+ top: "inception_4b/pool"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ name: "inception_4b/pool_proj"
+ type: "Convolution"
+ bottom: "inception_4b/pool"
+ top: "inception_4b/pool_proj"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 64
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4b/relu_pool_proj"
+ type: "ReLU"
+ bottom: "inception_4b/pool_proj"
+ top: "inception_4b/pool_proj"
+}
+layer {
+ name: "inception_4b/output"
+ type: "Concat"
+ bottom: "inception_4b/1x1"
+ bottom: "inception_4b/3x3"
+ bottom: "inception_4b/5x5"
+ bottom: "inception_4b/pool_proj"
+ top: "inception_4b/output"
+}
+layer {
+ name: "inception_4c/1x1"
+ type: "Convolution"
+ bottom: "inception_4b/output"
+ top: "inception_4c/1x1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4c/relu_1x1"
+ type: "ReLU"
+ bottom: "inception_4c/1x1"
+ top: "inception_4c/1x1"
+}
+layer {
+ name: "inception_4c/3x3_reduce"
+ type: "Convolution"
+ bottom: "inception_4b/output"
+ top: "inception_4c/3x3_reduce"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4c/relu_3x3_reduce"
+ type: "ReLU"
+ bottom: "inception_4c/3x3_reduce"
+ top: "inception_4c/3x3_reduce"
+}
+layer {
+ name: "inception_4c/3x3"
+ type: "Convolution"
+ bottom: "inception_4c/3x3_reduce"
+ top: "inception_4c/3x3"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4c/relu_3x3"
+ type: "ReLU"
+ bottom: "inception_4c/3x3"
+ top: "inception_4c/3x3"
+}
+layer {
+ name: "inception_4c/5x5_reduce"
+ type: "Convolution"
+ bottom: "inception_4b/output"
+ top: "inception_4c/5x5_reduce"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 24
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4c/relu_5x5_reduce"
+ type: "ReLU"
+ bottom: "inception_4c/5x5_reduce"
+ top: "inception_4c/5x5_reduce"
+}
+layer {
+ name: "inception_4c/5x5"
+ type: "Convolution"
+ bottom: "inception_4c/5x5_reduce"
+ top: "inception_4c/5x5"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 64
+ pad: 2
+ kernel_size: 5
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4c/relu_5x5"
+ type: "ReLU"
+ bottom: "inception_4c/5x5"
+ top: "inception_4c/5x5"
+}
+layer {
+ name: "inception_4c/pool"
+ type: "Pooling"
+ bottom: "inception_4b/output"
+ top: "inception_4c/pool"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ name: "inception_4c/pool_proj"
+ type: "Convolution"
+ bottom: "inception_4c/pool"
+ top: "inception_4c/pool_proj"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 64
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4c/relu_pool_proj"
+ type: "ReLU"
+ bottom: "inception_4c/pool_proj"
+ top: "inception_4c/pool_proj"
+}
+layer {
+ name: "inception_4c/output"
+ type: "Concat"
+ bottom: "inception_4c/1x1"
+ bottom: "inception_4c/3x3"
+ bottom: "inception_4c/5x5"
+ bottom: "inception_4c/pool_proj"
+ top: "inception_4c/output"
+}
+layer {
+ name: "inception_4d/1x1"
+ type: "Convolution"
+ bottom: "inception_4c/output"
+ top: "inception_4d/1x1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 112
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4d/relu_1x1"
+ type: "ReLU"
+ bottom: "inception_4d/1x1"
+ top: "inception_4d/1x1"
+}
+layer {
+ name: "inception_4d/3x3_reduce"
+ type: "Convolution"
+ bottom: "inception_4c/output"
+ top: "inception_4d/3x3_reduce"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 144
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4d/relu_3x3_reduce"
+ type: "ReLU"
+ bottom: "inception_4d/3x3_reduce"
+ top: "inception_4d/3x3_reduce"
+}
+layer {
+ name: "inception_4d/3x3"
+ type: "Convolution"
+ bottom: "inception_4d/3x3_reduce"
+ top: "inception_4d/3x3"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 288
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4d/relu_3x3"
+ type: "ReLU"
+ bottom: "inception_4d/3x3"
+ top: "inception_4d/3x3"
+}
+layer {
+ name: "inception_4d/5x5_reduce"
+ type: "Convolution"
+ bottom: "inception_4c/output"
+ top: "inception_4d/5x5_reduce"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 32
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4d/relu_5x5_reduce"
+ type: "ReLU"
+ bottom: "inception_4d/5x5_reduce"
+ top: "inception_4d/5x5_reduce"
+}
+layer {
+ name: "inception_4d/5x5"
+ type: "Convolution"
+ bottom: "inception_4d/5x5_reduce"
+ top: "inception_4d/5x5"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 64
+ pad: 2
+ kernel_size: 5
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4d/relu_5x5"
+ type: "ReLU"
+ bottom: "inception_4d/5x5"
+ top: "inception_4d/5x5"
+}
+layer {
+ name: "inception_4d/pool"
+ type: "Pooling"
+ bottom: "inception_4c/output"
+ top: "inception_4d/pool"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ name: "inception_4d/pool_proj"
+ type: "Convolution"
+ bottom: "inception_4d/pool"
+ top: "inception_4d/pool_proj"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 64
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4d/relu_pool_proj"
+ type: "ReLU"
+ bottom: "inception_4d/pool_proj"
+ top: "inception_4d/pool_proj"
+}
+layer {
+ name: "inception_4d/output"
+ type: "Concat"
+ bottom: "inception_4d/1x1"
+ bottom: "inception_4d/3x3"
+ bottom: "inception_4d/5x5"
+ bottom: "inception_4d/pool_proj"
+ top: "inception_4d/output"
+}
+layer {
+ name: "loss2/ave_pool"
+ type: "Pooling"
+ bottom: "inception_4d/output"
+ top: "loss2/ave_pool"
+ pooling_param {
+ pool: AVE
+ kernel_size: 5
+ stride: 3
+ }
+}
+layer {
+ name: "loss2/conv"
+ type: "Convolution"
+ bottom: "loss2/ave_pool"
+ top: "loss2/conv"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "loss2/relu_conv"
+ type: "ReLU"
+ bottom: "loss2/conv"
+ top: "loss2/conv"
+}
+layer {
+ name: "loss2/fc"
+ type: "InnerProduct"
+ bottom: "loss2/conv"
+ top: "loss2/fc"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ inner_product_param {
+ num_output: 1024
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "loss2/relu_fc"
+ type: "ReLU"
+ bottom: "loss2/fc"
+ top: "loss2/fc"
+}
+layer {
+ name: "loss2/drop_fc"
+ type: "Dropout"
+ bottom: "loss2/fc"
+ top: "loss2/fc"
+ dropout_param {
+ dropout_ratio: 0.7
+ }
+}
+layer {
+ name: "loss2/classifier"
+ type: "InnerProduct"
+ bottom: "loss2/fc"
+ top: "loss2/classifier"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ inner_product_param {
+ num_output: 1000
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+
+layer {
+ name: "inception_4e/1x1"
+ type: "Convolution"
+ bottom: "inception_4d/output"
+ top: "inception_4e/1x1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4e/relu_1x1"
+ type: "ReLU"
+ bottom: "inception_4e/1x1"
+ top: "inception_4e/1x1"
+}
+layer {
+ name: "inception_4e/3x3_reduce"
+ type: "Convolution"
+ bottom: "inception_4d/output"
+ top: "inception_4e/3x3_reduce"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 160
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4e/relu_3x3_reduce"
+ type: "ReLU"
+ bottom: "inception_4e/3x3_reduce"
+ top: "inception_4e/3x3_reduce"
+}
+layer {
+ name: "inception_4e/3x3"
+ type: "Convolution"
+ bottom: "inception_4e/3x3_reduce"
+ top: "inception_4e/3x3"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 320
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4e/relu_3x3"
+ type: "ReLU"
+ bottom: "inception_4e/3x3"
+ top: "inception_4e/3x3"
+}
+layer {
+ name: "inception_4e/5x5_reduce"
+ type: "Convolution"
+ bottom: "inception_4d/output"
+ top: "inception_4e/5x5_reduce"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 32
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4e/relu_5x5_reduce"
+ type: "ReLU"
+ bottom: "inception_4e/5x5_reduce"
+ top: "inception_4e/5x5_reduce"
+}
+layer {
+ name: "inception_4e/5x5"
+ type: "Convolution"
+ bottom: "inception_4e/5x5_reduce"
+ top: "inception_4e/5x5"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ pad: 2
+ kernel_size: 5
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4e/relu_5x5"
+ type: "ReLU"
+ bottom: "inception_4e/5x5"
+ top: "inception_4e/5x5"
+}
+layer {
+ name: "inception_4e/pool"
+ type: "Pooling"
+ bottom: "inception_4d/output"
+ top: "inception_4e/pool"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ name: "inception_4e/pool_proj"
+ type: "Convolution"
+ bottom: "inception_4e/pool"
+ top: "inception_4e/pool_proj"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_4e/relu_pool_proj"
+ type: "ReLU"
+ bottom: "inception_4e/pool_proj"
+ top: "inception_4e/pool_proj"
+}
+layer {
+ name: "inception_4e/output"
+ type: "Concat"
+ bottom: "inception_4e/1x1"
+ bottom: "inception_4e/3x3"
+ bottom: "inception_4e/5x5"
+ bottom: "inception_4e/pool_proj"
+ top: "inception_4e/output"
+}
+layer {
+ name: "pool4/3x3_s2"
+ type: "Pooling"
+ bottom: "inception_4e/output"
+ top: "pool4/3x3_s2"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 2
+ }
+}
+layer {
+ name: "inception_5a/1x1"
+ type: "Convolution"
+ bottom: "pool4/3x3_s2"
+ top: "inception_5a/1x1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_5a/relu_1x1"
+ type: "ReLU"
+ bottom: "inception_5a/1x1"
+ top: "inception_5a/1x1"
+}
+layer {
+ name: "inception_5a/3x3_reduce"
+ type: "Convolution"
+ bottom: "pool4/3x3_s2"
+ top: "inception_5a/3x3_reduce"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 160
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_5a/relu_3x3_reduce"
+ type: "ReLU"
+ bottom: "inception_5a/3x3_reduce"
+ top: "inception_5a/3x3_reduce"
+}
+layer {
+ name: "inception_5a/3x3"
+ type: "Convolution"
+ bottom: "inception_5a/3x3_reduce"
+ top: "inception_5a/3x3"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 320
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_5a/relu_3x3"
+ type: "ReLU"
+ bottom: "inception_5a/3x3"
+ top: "inception_5a/3x3"
+}
+layer {
+ name: "inception_5a/5x5_reduce"
+ type: "Convolution"
+ bottom: "pool4/3x3_s2"
+ top: "inception_5a/5x5_reduce"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 32
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_5a/relu_5x5_reduce"
+ type: "ReLU"
+ bottom: "inception_5a/5x5_reduce"
+ top: "inception_5a/5x5_reduce"
+}
+layer {
+ name: "inception_5a/5x5"
+ type: "Convolution"
+ bottom: "inception_5a/5x5_reduce"
+ top: "inception_5a/5x5"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ pad: 2
+ kernel_size: 5
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_5a/relu_5x5"
+ type: "ReLU"
+ bottom: "inception_5a/5x5"
+ top: "inception_5a/5x5"
+}
+layer {
+ name: "inception_5a/pool"
+ type: "Pooling"
+ bottom: "pool4/3x3_s2"
+ top: "inception_5a/pool"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ name: "inception_5a/pool_proj"
+ type: "Convolution"
+ bottom: "inception_5a/pool"
+ top: "inception_5a/pool_proj"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_5a/relu_pool_proj"
+ type: "ReLU"
+ bottom: "inception_5a/pool_proj"
+ top: "inception_5a/pool_proj"
+}
+layer {
+ name: "inception_5a/output"
+ type: "Concat"
+ bottom: "inception_5a/1x1"
+ bottom: "inception_5a/3x3"
+ bottom: "inception_5a/5x5"
+ bottom: "inception_5a/pool_proj"
+ top: "inception_5a/output"
+}
+layer {
+ name: "inception_5b/1x1"
+ type: "Convolution"
+ bottom: "inception_5a/output"
+ top: "inception_5b/1x1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 384
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_5b/relu_1x1"
+ type: "ReLU"
+ bottom: "inception_5b/1x1"
+ top: "inception_5b/1x1"
+}
+layer {
+ name: "inception_5b/3x3_reduce"
+ type: "Convolution"
+ bottom: "inception_5a/output"
+ top: "inception_5b/3x3_reduce"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 192
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_5b/relu_3x3_reduce"
+ type: "ReLU"
+ bottom: "inception_5b/3x3_reduce"
+ top: "inception_5b/3x3_reduce"
+}
+layer {
+ name: "inception_5b/3x3"
+ type: "Convolution"
+ bottom: "inception_5b/3x3_reduce"
+ top: "inception_5b/3x3"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 384
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_5b/relu_3x3"
+ type: "ReLU"
+ bottom: "inception_5b/3x3"
+ top: "inception_5b/3x3"
+}
+layer {
+ name: "inception_5b/5x5_reduce"
+ type: "Convolution"
+ bottom: "inception_5a/output"
+ top: "inception_5b/5x5_reduce"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 48
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_5b/relu_5x5_reduce"
+ type: "ReLU"
+ bottom: "inception_5b/5x5_reduce"
+ top: "inception_5b/5x5_reduce"
+}
+layer {
+ name: "inception_5b/5x5"
+ type: "Convolution"
+ bottom: "inception_5b/5x5_reduce"
+ top: "inception_5b/5x5"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ pad: 2
+ kernel_size: 5
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_5b/relu_5x5"
+ type: "ReLU"
+ bottom: "inception_5b/5x5"
+ top: "inception_5b/5x5"
+}
+layer {
+ name: "inception_5b/pool"
+ type: "Pooling"
+ bottom: "inception_5a/output"
+ top: "inception_5b/pool"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ name: "inception_5b/pool_proj"
+ type: "Convolution"
+ bottom: "inception_5b/pool"
+ top: "inception_5b/pool_proj"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+layer {
+ name: "inception_5b/relu_pool_proj"
+ type: "ReLU"
+ bottom: "inception_5b/pool_proj"
+ top: "inception_5b/pool_proj"
+}
+layer {
+ name: "inception_5b/output"
+ type: "Concat"
+ bottom: "inception_5b/1x1"
+ bottom: "inception_5b/3x3"
+ bottom: "inception_5b/5x5"
+ bottom: "inception_5b/pool_proj"
+ top: "inception_5b/output"
+}
+layer {
+ name: "pool5/7x7_s1"
+ type: "Pooling"
+ bottom: "inception_5b/output"
+ top: "pool5/7x7_s1"
+ pooling_param {
+ pool: AVE
+ kernel_size: 7
+ stride: 1
+ }
+}
+layer {
+ name: "pool5/drop_7x7_s1"
+ type: "Dropout"
+ bottom: "pool5/7x7_s1"
+ top: "pool5/7x7_s1"
+ dropout_param {
+ dropout_ratio: 0.4
+ }
+}
+layer {
+ name: "loss3/classifier"
+ type: "InnerProduct"
+ bottom: "pool5/7x7_s1"
+ top: "loss3/classifier"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ inner_product_param {
+ num_output: 1000
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "prob"
+ type: "Softmax"
+ bottom: "loss3/classifier"
+ top: "prob"
+}
diff --git a/models/intel_optimized_models/benchmark/googlenet_v2/deploy.prototxt b/models/intel_optimized_models/benchmark/googlenet_v2/deploy.prototxt
new file mode 100644
index 000000000..3815f6cc2
--- /dev/null
+++ b/models/intel_optimized_models/benchmark/googlenet_v2/deploy.prototxt
@@ -0,0 +1,3922 @@
+# Inception Network (GoogLeNet Batch Normalization Network)
+name: "InceptionNetwork"
+layer {
+ name: "data"
+ type: "DummyData"
+ top: "data"
+
+ dummy_data_param {
+ shape: { dim: 32 dim: 3 dim: 224 dim: 224 }
+ data_filler {
+ type: "constant"
+ value: 0.01
+ }
+ }
+}
+
+layer {
+ bottom: "data"
+ top: "conv1/7x7_s2"
+ name: "conv1/7x7_s2"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 64
+ pad: 3
+ kernel_size: 7
+ stride: 2
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "conv1/7x7_s2"
+ name: "conv1/7x7_s2/bn"
+ top: "conv1/7x7_s2/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "conv1/7x7_s2/bn"
+ top: "conv1/7x7_s2/bn/sc"
+ name: "conv1/7x7_s2/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "conv1/7x7_s2/bn/sc"
+ top: "conv1/7x7_s2/bn/sc"
+ name: "conv1/7x7_s2/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "conv1/7x7_s2/bn/sc"
+ top: "pool1/3x3_s2"
+ name: "pool1/3x3_s2"
+ type: "Pooling"
+ pooling_param {
+
+ pool: MAX
+ kernel_size: 3
+ stride: 2
+ }
+}
+layer {
+ bottom: "pool1/3x3_s2"
+ top: "conv2/3x3_reduce"
+ name: "conv2/3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 64
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "conv2/3x3_reduce"
+ name: "conv2/3x3_reduce/bn"
+ top: "conv2/3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "conv2/3x3_reduce/bn"
+ top: "conv2/3x3_reduce/bn/sc"
+ name: "conv2/3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "conv2/3x3_reduce/bn/sc"
+ top: "conv2/3x3_reduce/bn/sc"
+ name: "conv2/3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "conv2/3x3_reduce/bn/sc"
+ top: "conv2/3x3"
+ name: "conv2/3x3"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 192
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "conv2/3x3"
+ name: "conv2/3x3/bn"
+ top: "conv2/3x3/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "conv2/3x3/bn"
+ top: "conv2/3x3/bn/sc"
+ name: "conv2/3x3/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "conv2/3x3/bn/sc"
+ top: "conv2/3x3/bn/sc"
+ name: "conv2/3x3/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "conv2/3x3/bn/sc"
+ top: "pool2/3x3_s2"
+ name: "pool2/3x3_s2"
+ type: "Pooling"
+ pooling_param {
+
+ pool: MAX
+ kernel_size: 3
+ stride: 2
+ }
+}
+layer {
+ bottom: "pool2/3x3_s2"
+ top: "inception_3a/1x1"
+ name: "inception_3a/1x1"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 64
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_3a/1x1"
+ name: "inception_3a/1x1/bn"
+ top: "inception_3a/1x1/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_3a/1x1/bn"
+ top: "inception_3a/1x1/bn/sc"
+ name: "inception_3a/1x1/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_3a/1x1/bn/sc"
+ top: "inception_3a/1x1/bn/sc"
+ name: "inception_3a/1x1/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "pool2/3x3_s2"
+ top: "inception_3a/3x3_reduce"
+ name: "inception_3a/3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 64
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_3a/3x3_reduce"
+ name: "inception_3a/3x3_reduce/bn"
+ top: "inception_3a/3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_3a/3x3_reduce/bn"
+ top: "inception_3a/3x3_reduce/bn/sc"
+ name: "inception_3a/3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_3a/3x3_reduce/bn/sc"
+ top: "inception_3a/3x3_reduce/bn/sc"
+ name: "inception_3a/3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_3a/3x3_reduce/bn/sc"
+ top: "inception_3a/3x3"
+ name: "inception_3a/3x3"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 64
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_3a/3x3"
+ name: "inception_3a/3x3/bn"
+ top: "inception_3a/3x3/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_3a/3x3/bn"
+ top: "inception_3a/3x3/bn/sc"
+ name: "inception_3a/3x3/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_3a/3x3/bn/sc"
+ top: "inception_3a/3x3/bn/sc"
+ name: "inception_3a/3x3/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "pool2/3x3_s2"
+ top: "inception_3a/double3x3_reduce"
+ name: "inception_3a/double3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 64
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_3a/double3x3_reduce"
+ name: "inception_3a/double3x3_reduce/bn"
+ top: "inception_3a/double3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_3a/double3x3_reduce/bn"
+ top: "inception_3a/double3x3_reduce/bn/sc"
+ name: "inception_3a/double3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_3a/double3x3_reduce/bn/sc"
+ top: "inception_3a/double3x3_reduce/bn/sc"
+ name: "inception_3a/double3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_3a/double3x3_reduce/bn/sc"
+ top: "inception_3a/double3x3a"
+ name: "inception_3a/double3x3a"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 96
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_3a/double3x3a"
+ name: "inception_3a/double3x3a/bn"
+ top: "inception_3a/double3x3a/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_3a/double3x3a/bn"
+ top: "inception_3a/double3x3a/bn/sc"
+ name: "inception_3a/double3x3a/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_3a/double3x3a/bn/sc"
+ top: "inception_3a/double3x3a/bn/sc"
+ name: "inception_3a/double3x3a/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_3a/double3x3a/bn/sc"
+ top: "inception_3a/double3x3b"
+ name: "inception_3a/double3x3b"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 96
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_3a/double3x3b"
+ name: "inception_3a/double3x3b/bn"
+ top: "inception_3a/double3x3b/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_3a/double3x3b/bn"
+ top: "inception_3a/double3x3b/bn/sc"
+ name: "inception_3a/double3x3b/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_3a/double3x3b/bn/sc"
+ top: "inception_3a/double3x3b/bn/sc"
+ name: "inception_3a/double3x3b/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "pool2/3x3_s2"
+ top: "inception_3a/pool"
+ name: "inception_3a/pool"
+ type: "Pooling"
+ pooling_param {
+
+ pool: AVE
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ bottom: "inception_3a/pool"
+ top: "inception_3a/pool_proj"
+ name: "inception_3a/pool_proj"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 32
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_3a/pool_proj"
+ name: "inception_3a/pool_proj/bn"
+ top: "inception_3a/pool_proj/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_3a/pool_proj/bn"
+ top: "inception_3a/pool_proj/bn/sc"
+ name: "inception_3a/pool_proj/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_3a/pool_proj/bn/sc"
+ top: "inception_3a/pool_proj/bn/sc"
+ name: "inception_3a/pool_proj/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_3a/1x1/bn/sc"
+ bottom: "inception_3a/3x3/bn/sc"
+ bottom: "inception_3a/double3x3b/bn/sc"
+ bottom: "inception_3a/pool_proj/bn/sc"
+ top: "inception_3a/output"
+ name: "inception_3a/output"
+ type: "Concat"
+ concat_param {
+
+ }
+}
+layer {
+ bottom: "inception_3a/output"
+ top: "inception_3b/1x1"
+ name: "inception_3b/1x1"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 64
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_3b/1x1"
+ name: "inception_3b/1x1/bn"
+ top: "inception_3b/1x1/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_3b/1x1/bn"
+ top: "inception_3b/1x1/bn/sc"
+ name: "inception_3b/1x1/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_3b/1x1/bn/sc"
+ top: "inception_3b/1x1/bn/sc"
+ name: "inception_3b/1x1/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_3a/output"
+ top: "inception_3b/3x3_reduce"
+ name: "inception_3b/3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 64
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_3b/3x3_reduce"
+ name: "inception_3b/3x3_reduce/bn"
+ top: "inception_3b/3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_3b/3x3_reduce/bn"
+ top: "inception_3b/3x3_reduce/bn/sc"
+ name: "inception_3b/3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_3b/3x3_reduce/bn/sc"
+ top: "inception_3b/3x3_reduce/bn/sc"
+ name: "inception_3b/3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_3b/3x3_reduce/bn/sc"
+ top: "inception_3b/3x3"
+ name: "inception_3b/3x3"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 96
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_3b/3x3"
+ name: "inception_3b/3x3/bn"
+ top: "inception_3b/3x3/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_3b/3x3/bn"
+ top: "inception_3b/3x3/bn/sc"
+ name: "inception_3b/3x3/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_3b/3x3/bn/sc"
+ top: "inception_3b/3x3/bn/sc"
+ name: "inception_3b/3x3/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_3a/output"
+ top: "inception_3b/double3x3_reduce"
+ name: "inception_3b/double3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 64
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_3b/double3x3_reduce"
+ name: "inception_3b/double3x3_reduce/bn"
+ top: "inception_3b/double3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_3b/double3x3_reduce/bn"
+ top: "inception_3b/double3x3_reduce/bn/sc"
+ name: "inception_3b/double3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_3b/double3x3_reduce/bn/sc"
+ top: "inception_3b/double3x3_reduce/bn/sc"
+ name: "inception_3b/double3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_3b/double3x3_reduce/bn/sc"
+ top: "inception_3b/double3x3a"
+ name: "inception_3b/double3x3a"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 96
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_3b/double3x3a"
+ name: "inception_3b/double3x3a/bn"
+ top: "inception_3b/double3x3a/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_3b/double3x3a/bn"
+ top: "inception_3b/double3x3a/bn/sc"
+ name: "inception_3b/double3x3a/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_3b/double3x3a/bn/sc"
+ top: "inception_3b/double3x3a/bn/sc"
+ name: "inception_3b/double3x3a/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_3b/double3x3a/bn/sc"
+ top: "inception_3b/double3x3b"
+ name: "inception_3b/double3x3b"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 96
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_3b/double3x3b"
+ name: "inception_3b/double3x3b/bn"
+ top: "inception_3b/double3x3b/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_3b/double3x3b/bn"
+ top: "inception_3b/double3x3b/bn/sc"
+ name: "inception_3b/double3x3b/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_3b/double3x3b/bn/sc"
+ top: "inception_3b/double3x3b/bn/sc"
+ name: "inception_3b/double3x3b/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_3a/output"
+ top: "inception_3b/pool"
+ name: "inception_3b/pool"
+ type: "Pooling"
+ pooling_param {
+
+ pool: AVE
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ bottom: "inception_3b/pool"
+ top: "inception_3b/pool_proj"
+ name: "inception_3b/pool_proj"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 64
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_3b/pool_proj"
+ name: "inception_3b/pool_proj/bn"
+ top: "inception_3b/pool_proj/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_3b/pool_proj/bn"
+ top: "inception_3b/pool_proj/bn/sc"
+ name: "inception_3b/pool_proj/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_3b/pool_proj/bn/sc"
+ top: "inception_3b/pool_proj/bn/sc"
+ name: "inception_3b/pool_proj/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_3b/1x1/bn/sc"
+ bottom: "inception_3b/3x3/bn/sc"
+ bottom: "inception_3b/double3x3b/bn/sc"
+ bottom: "inception_3b/pool_proj/bn/sc"
+ top: "inception_3b/output"
+ name: "inception_3b/output"
+ type: "Concat"
+ concat_param {
+
+ }
+}
+layer {
+ bottom: "inception_3b/output"
+ top: "inception_3c/3x3_reduce"
+ name: "inception_3c/3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 128
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_3c/3x3_reduce"
+ name: "inception_3c/3x3_reduce/bn"
+ top: "inception_3c/3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_3c/3x3_reduce/bn"
+ top: "inception_3c/3x3_reduce/bn/sc"
+ name: "inception_3c/3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_3c/3x3_reduce/bn/sc"
+ top: "inception_3c/3x3_reduce/bn/sc"
+ name: "inception_3c/3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_3c/3x3_reduce/bn/sc"
+ top: "inception_3c/3x3"
+ name: "inception_3c/3x3"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 160
+ pad: 1
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_3c/3x3"
+ name: "inception_3c/3x3/bn"
+ top: "inception_3c/3x3/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_3c/3x3/bn"
+ top: "inception_3c/3x3/bn/sc"
+ name: "inception_3c/3x3/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_3c/3x3/bn/sc"
+ top: "inception_3c/3x3/bn/sc"
+ name: "inception_3c/3x3/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_3b/output"
+ top: "inception_3c/double3x3_reduce"
+ name: "inception_3c/double3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 64
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_3c/double3x3_reduce"
+ name: "inception_3c/double3x3_reduce/bn"
+ top: "inception_3c/double3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_3c/double3x3_reduce/bn"
+ top: "inception_3c/double3x3_reduce/bn/sc"
+ name: "inception_3c/double3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_3c/double3x3_reduce/bn/sc"
+ top: "inception_3c/double3x3_reduce/bn/sc"
+ name: "inception_3c/double3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_3c/double3x3_reduce/bn/sc"
+ top: "inception_3c/double3x3a"
+ name: "inception_3c/double3x3a"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 96
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_3c/double3x3a"
+ name: "inception_3c/double3x3a/bn"
+ top: "inception_3c/double3x3a/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_3c/double3x3a/bn"
+ top: "inception_3c/double3x3a/bn/sc"
+ name: "inception_3c/double3x3a/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_3c/double3x3a/bn/sc"
+ top: "inception_3c/double3x3a/bn/sc"
+ name: "inception_3c/double3x3a/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_3c/double3x3a/bn/sc"
+ top: "inception_3c/double3x3b"
+ name: "inception_3c/double3x3b"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 96
+ pad: 1
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_3c/double3x3b"
+ name: "inception_3c/double3x3b/bn"
+ top: "inception_3c/double3x3b/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_3c/double3x3b/bn"
+ top: "inception_3c/double3x3b/bn/sc"
+ name: "inception_3c/double3x3b/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_3c/double3x3b/bn/sc"
+ top: "inception_3c/double3x3b/bn/sc"
+ name: "inception_3c/double3x3b/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_3b/output"
+ top: "inception_3c/pool"
+ name: "inception_3c/pool"
+ type: "Pooling"
+ pooling_param {
+
+ pool: MAX
+ kernel_size: 3
+ stride: 2
+ }
+}
+layer {
+ bottom: "inception_3c/3x3/bn/sc"
+ bottom: "inception_3c/double3x3b/bn/sc"
+ bottom: "inception_3c/pool"
+ top: "inception_3c/output"
+ name: "inception_3c/output"
+ type: "Concat"
+ concat_param {
+
+ }
+}
+layer {
+ bottom: "inception_3c/output"
+ top: "pool3/5x5_s3"
+ name: "pool3/5x5_s3"
+ type: "Pooling"
+ pooling_param {
+
+ pool: AVE
+ kernel_size: 5
+ stride: 3
+ }
+}
+layer {
+ bottom: "pool3/5x5_s3"
+ top: "loss1/conv"
+ name: "loss1/conv"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 128
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "loss1/conv"
+ name: "loss1/conv/bn"
+ top: "loss1/conv/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "loss1/conv/bn"
+ top: "loss1/conv/bn/sc"
+ name: "loss1/conv/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "loss1/conv/bn/sc"
+ top: "loss1/conv/bn/sc"
+ name: "loss1/conv/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "loss1/conv/bn/sc"
+ top: "loss1/fc"
+ name: "loss1/fc"
+ type: "InnerProduct"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ inner_product_param {
+ num_output: 1024
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "loss1/fc"
+ name: "loss1/fc/bn"
+ top: "loss1/fc/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "loss1/fc/bn"
+ top: "loss1/fc/bn/sc"
+ name: "loss1/fc/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "loss1/fc/bn/sc"
+ top: "loss1/fc/bn/sc"
+ name: "loss1/fc/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "loss1/fc/bn/sc"
+ top: "loss1/classifier"
+ name: "loss1/classifier"
+ type: "InnerProduct"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ inner_product_param {
+ num_output: 1000
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+
+layer {
+ bottom: "loss1/classifier"
+ top: "loss1/prob"
+ name: "loss1/prob"
+ type: "Softmax"
+ include {
+ phase: TEST
+ }
+}
+
+
+layer {
+ bottom: "inception_3c/output"
+ top: "inception_4a/1x1"
+ name: "inception_4a/1x1"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 224
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4a/1x1"
+ name: "inception_4a/1x1/bn"
+ top: "inception_4a/1x1/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4a/1x1/bn"
+ top: "inception_4a/1x1/bn/sc"
+ name: "inception_4a/1x1/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4a/1x1/bn/sc"
+ top: "inception_4a/1x1/bn/sc"
+ name: "inception_4a/1x1/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_3c/output"
+ top: "inception_4a/3x3_reduce"
+ name: "inception_4a/3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 64
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4a/3x3_reduce"
+ name: "inception_4a/3x3_reduce/bn"
+ top: "inception_4a/3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4a/3x3_reduce/bn"
+ top: "inception_4a/3x3_reduce/bn/sc"
+ name: "inception_4a/3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4a/3x3_reduce/bn/sc"
+ top: "inception_4a/3x3_reduce/bn/sc"
+ name: "inception_4a/3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4a/3x3_reduce/bn/sc"
+ top: "inception_4a/3x3"
+ name: "inception_4a/3x3"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 96
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4a/3x3"
+ name: "inception_4a/3x3/bn"
+ top: "inception_4a/3x3/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4a/3x3/bn"
+ top: "inception_4a/3x3/bn/sc"
+ name: "inception_4a/3x3/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4a/3x3/bn/sc"
+ top: "inception_4a/3x3/bn/sc"
+ name: "inception_4a/3x3/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_3c/output"
+ top: "inception_4a/double3x3_reduce"
+ name: "inception_4a/double3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 96
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4a/double3x3_reduce"
+ name: "inception_4a/double3x3_reduce/bn"
+ top: "inception_4a/double3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4a/double3x3_reduce/bn"
+ top: "inception_4a/double3x3_reduce/bn/sc"
+ name: "inception_4a/double3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4a/double3x3_reduce/bn/sc"
+ top: "inception_4a/double3x3_reduce/bn/sc"
+ name: "inception_4a/double3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4a/double3x3_reduce/bn/sc"
+ top: "inception_4a/double3x3a"
+ name: "inception_4a/double3x3a"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 128
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4a/double3x3a"
+ name: "inception_4a/double3x3a/bn"
+ top: "inception_4a/double3x3a/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4a/double3x3a/bn"
+ top: "inception_4a/double3x3a/bn/sc"
+ name: "inception_4a/double3x3a/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4a/double3x3a/bn/sc"
+ top: "inception_4a/double3x3a/bn/sc"
+ name: "inception_4a/double3x3a/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4a/double3x3a/bn/sc"
+ top: "inception_4a/double3x3b"
+ name: "inception_4a/double3x3b"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 128
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4a/double3x3b"
+ name: "inception_4a/double3x3b/bn"
+ top: "inception_4a/double3x3b/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4a/double3x3b/bn"
+ top: "inception_4a/double3x3b/bn/sc"
+ name: "inception_4a/double3x3b/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4a/double3x3b/bn/sc"
+ top: "inception_4a/double3x3b/bn/sc"
+ name: "inception_4a/double3x3b/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_3c/output"
+ top: "inception_4a/pool"
+ name: "inception_4a/pool"
+ type: "Pooling"
+ pooling_param {
+
+ pool: AVE
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ bottom: "inception_4a/pool"
+ top: "inception_4a/pool_proj"
+ name: "inception_4a/pool_proj"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 128
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4a/pool_proj"
+ name: "inception_4a/pool_proj/bn"
+ top: "inception_4a/pool_proj/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4a/pool_proj/bn"
+ top: "inception_4a/pool_proj/bn/sc"
+ name: "inception_4a/pool_proj/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4a/pool_proj/bn/sc"
+ top: "inception_4a/pool_proj/bn/sc"
+ name: "inception_4a/pool_proj/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4a/1x1/bn/sc"
+ bottom: "inception_4a/3x3/bn/sc"
+ bottom: "inception_4a/double3x3b/bn/sc"
+ bottom: "inception_4a/pool_proj/bn/sc"
+ top: "inception_4a/output"
+ name: "inception_4a/output"
+ type: "Concat"
+ concat_param {
+
+ }
+}
+layer {
+ bottom: "inception_4a/output"
+ top: "inception_4b/1x1"
+ name: "inception_4b/1x1"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 192
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4b/1x1"
+ name: "inception_4b/1x1/bn"
+ top: "inception_4b/1x1/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4b/1x1/bn"
+ top: "inception_4b/1x1/bn/sc"
+ name: "inception_4b/1x1/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4b/1x1/bn/sc"
+ top: "inception_4b/1x1/bn/sc"
+ name: "inception_4b/1x1/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4a/output"
+ top: "inception_4b/3x3_reduce"
+ name: "inception_4b/3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 96
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4b/3x3_reduce"
+ name: "inception_4b/3x3_reduce/bn"
+ top: "inception_4b/3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4b/3x3_reduce/bn"
+ top: "inception_4b/3x3_reduce/bn/sc"
+ name: "inception_4b/3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4b/3x3_reduce/bn/sc"
+ top: "inception_4b/3x3_reduce/bn/sc"
+ name: "inception_4b/3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4b/3x3_reduce/bn/sc"
+ top: "inception_4b/3x3"
+ name: "inception_4b/3x3"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 128
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4b/3x3"
+ name: "inception_4b/3x3/bn"
+ top: "inception_4b/3x3/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4b/3x3/bn"
+ top: "inception_4b/3x3/bn/sc"
+ name: "inception_4b/3x3/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4b/3x3/bn/sc"
+ top: "inception_4b/3x3/bn/sc"
+ name: "inception_4b/3x3/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4a/output"
+ top: "inception_4b/double3x3_reduce"
+ name: "inception_4b/double3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 96
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4b/double3x3_reduce"
+ name: "inception_4b/double3x3_reduce/bn"
+ top: "inception_4b/double3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4b/double3x3_reduce/bn"
+ top: "inception_4b/double3x3_reduce/bn/sc"
+ name: "inception_4b/double3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4b/double3x3_reduce/bn/sc"
+ top: "inception_4b/double3x3_reduce/bn/sc"
+ name: "inception_4b/double3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4b/double3x3_reduce/bn/sc"
+ top: "inception_4b/double3x3a"
+ name: "inception_4b/double3x3a"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 128
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4b/double3x3a"
+ name: "inception_4b/double3x3a/bn"
+ top: "inception_4b/double3x3a/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4b/double3x3a/bn"
+ top: "inception_4b/double3x3a/bn/sc"
+ name: "inception_4b/double3x3a/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4b/double3x3a/bn/sc"
+ top: "inception_4b/double3x3a/bn/sc"
+ name: "inception_4b/double3x3a/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4b/double3x3a/bn/sc"
+ top: "inception_4b/double3x3b"
+ name: "inception_4b/double3x3b"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 128
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4b/double3x3b"
+ name: "inception_4b/double3x3b/bn"
+ top: "inception_4b/double3x3b/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4b/double3x3b/bn"
+ top: "inception_4b/double3x3b/bn/sc"
+ name: "inception_4b/double3x3b/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4b/double3x3b/bn/sc"
+ top: "inception_4b/double3x3b/bn/sc"
+ name: "inception_4b/double3x3b/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4a/output"
+ top: "inception_4b/pool"
+ name: "inception_4b/pool"
+ type: "Pooling"
+ pooling_param {
+
+ pool: AVE
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ bottom: "inception_4b/pool"
+ top: "inception_4b/pool_proj"
+ name: "inception_4b/pool_proj"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 128
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4b/pool_proj"
+ name: "inception_4b/pool_proj/bn"
+ top: "inception_4b/pool_proj/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4b/pool_proj/bn"
+ top: "inception_4b/pool_proj/bn/sc"
+ name: "inception_4b/pool_proj/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4b/pool_proj/bn/sc"
+ top: "inception_4b/pool_proj/bn/sc"
+ name: "inception_4b/pool_proj/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4b/1x1/bn/sc"
+ bottom: "inception_4b/3x3/bn/sc"
+ bottom: "inception_4b/double3x3b/bn/sc"
+ bottom: "inception_4b/pool_proj/bn/sc"
+ top: "inception_4b/output"
+ name: "inception_4b/output"
+ type: "Concat"
+ concat_param {
+
+ }
+}
+layer {
+ bottom: "inception_4b/output"
+ top: "inception_4c/1x1"
+ name: "inception_4c/1x1"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 160
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4c/1x1"
+ name: "inception_4c/1x1/bn"
+ top: "inception_4c/1x1/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4c/1x1/bn"
+ top: "inception_4c/1x1/bn/sc"
+ name: "inception_4c/1x1/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4c/1x1/bn/sc"
+ top: "inception_4c/1x1/bn/sc"
+ name: "inception_4c/1x1/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4b/output"
+ top: "inception_4c/3x3_reduce"
+ name: "inception_4c/3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 128
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4c/3x3_reduce"
+ name: "inception_4c/3x3_reduce/bn"
+ top: "inception_4c/3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4c/3x3_reduce/bn"
+ top: "inception_4c/3x3_reduce/bn/sc"
+ name: "inception_4c/3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4c/3x3_reduce/bn/sc"
+ top: "inception_4c/3x3_reduce/bn/sc"
+ name: "inception_4c/3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4c/3x3_reduce/bn/sc"
+ top: "inception_4c/3x3"
+ name: "inception_4c/3x3"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 160
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4c/3x3"
+ name: "inception_4c/3x3/bn"
+ top: "inception_4c/3x3/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4c/3x3/bn"
+ top: "inception_4c/3x3/bn/sc"
+ name: "inception_4c/3x3/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4c/3x3/bn/sc"
+ top: "inception_4c/3x3/bn/sc"
+ name: "inception_4c/3x3/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4b/output"
+ top: "inception_4c/double3x3_reduce"
+ name: "inception_4c/double3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 128
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4c/double3x3_reduce"
+ name: "inception_4c/double3x3_reduce/bn"
+ top: "inception_4c/double3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4c/double3x3_reduce/bn"
+ top: "inception_4c/double3x3_reduce/bn/sc"
+ name: "inception_4c/double3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4c/double3x3_reduce/bn/sc"
+ top: "inception_4c/double3x3_reduce/bn/sc"
+ name: "inception_4c/double3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4c/double3x3_reduce/bn/sc"
+ top: "inception_4c/double3x3a"
+ name: "inception_4c/double3x3a"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 160
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4c/double3x3a"
+ name: "inception_4c/double3x3a/bn"
+ top: "inception_4c/double3x3a/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4c/double3x3a/bn"
+ top: "inception_4c/double3x3a/bn/sc"
+ name: "inception_4c/double3x3a/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4c/double3x3a/bn/sc"
+ top: "inception_4c/double3x3a/bn/sc"
+ name: "inception_4c/double3x3a/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4c/double3x3a/bn/sc"
+ top: "inception_4c/double3x3b"
+ name: "inception_4c/double3x3b"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 160
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4c/double3x3b"
+ name: "inception_4c/double3x3b/bn"
+ top: "inception_4c/double3x3b/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4c/double3x3b/bn"
+ top: "inception_4c/double3x3b/bn/sc"
+ name: "inception_4c/double3x3b/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4c/double3x3b/bn/sc"
+ top: "inception_4c/double3x3b/bn/sc"
+ name: "inception_4c/double3x3b/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4b/output"
+ top: "inception_4c/pool"
+ name: "inception_4c/pool"
+ type: "Pooling"
+ pooling_param {
+
+ pool: AVE
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ bottom: "inception_4c/pool"
+ top: "inception_4c/pool_proj"
+ name: "inception_4c/pool_proj"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 96
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4c/pool_proj"
+ name: "inception_4c/pool_proj/bn"
+ top: "inception_4c/pool_proj/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4c/pool_proj/bn"
+ top: "inception_4c/pool_proj/bn/sc"
+ name: "inception_4c/pool_proj/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4c/pool_proj/bn/sc"
+ top: "inception_4c/pool_proj/bn/sc"
+ name: "inception_4c/pool_proj/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4c/1x1/bn/sc"
+ bottom: "inception_4c/3x3/bn/sc"
+ bottom: "inception_4c/double3x3b/bn/sc"
+ bottom: "inception_4c/pool_proj/bn/sc"
+ top: "inception_4c/output"
+ name: "inception_4c/output"
+ type: "Concat"
+ concat_param {
+
+ }
+}
+layer {
+ bottom: "inception_4c/output"
+ top: "inception_4d/1x1"
+ name: "inception_4d/1x1"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 96
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4d/1x1"
+ name: "inception_4d/1x1/bn"
+ top: "inception_4d/1x1/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4d/1x1/bn"
+ top: "inception_4d/1x1/bn/sc"
+ name: "inception_4d/1x1/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4d/1x1/bn/sc"
+ top: "inception_4d/1x1/bn/sc"
+ name: "inception_4d/1x1/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4c/output"
+ top: "inception_4d/3x3_reduce"
+ name: "inception_4d/3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 128
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4d/3x3_reduce"
+ name: "inception_4d/3x3_reduce/bn"
+ top: "inception_4d/3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4d/3x3_reduce/bn"
+ top: "inception_4d/3x3_reduce/bn/sc"
+ name: "inception_4d/3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4d/3x3_reduce/bn/sc"
+ top: "inception_4d/3x3_reduce/bn/sc"
+ name: "inception_4d/3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4d/3x3_reduce/bn/sc"
+ top: "inception_4d/3x3"
+ name: "inception_4d/3x3"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 192
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4d/3x3"
+ name: "inception_4d/3x3/bn"
+ top: "inception_4d/3x3/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4d/3x3/bn"
+ top: "inception_4d/3x3/bn/sc"
+ name: "inception_4d/3x3/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4d/3x3/bn/sc"
+ top: "inception_4d/3x3/bn/sc"
+ name: "inception_4d/3x3/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4c/output"
+ top: "inception_4d/double3x3_reduce"
+ name: "inception_4d/double3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 160
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4d/double3x3_reduce"
+ name: "inception_4d/double3x3_reduce/bn"
+ top: "inception_4d/double3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4d/double3x3_reduce/bn"
+ top: "inception_4d/double3x3_reduce/bn/sc"
+ name: "inception_4d/double3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4d/double3x3_reduce/bn/sc"
+ top: "inception_4d/double3x3_reduce/bn/sc"
+ name: "inception_4d/double3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4d/double3x3_reduce/bn/sc"
+ top: "inception_4d/double3x3a"
+ name: "inception_4d/double3x3a"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 192
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4d/double3x3a"
+ name: "inception_4d/double3x3a/bn"
+ top: "inception_4d/double3x3a/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4d/double3x3a/bn"
+ top: "inception_4d/double3x3a/bn/sc"
+ name: "inception_4d/double3x3a/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4d/double3x3a/bn/sc"
+ top: "inception_4d/double3x3a/bn/sc"
+ name: "inception_4d/double3x3a/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4d/double3x3a/bn/sc"
+ top: "inception_4d/double3x3b"
+ name: "inception_4d/double3x3b"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 192
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4d/double3x3b"
+ name: "inception_4d/double3x3b/bn"
+ top: "inception_4d/double3x3b/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4d/double3x3b/bn"
+ top: "inception_4d/double3x3b/bn/sc"
+ name: "inception_4d/double3x3b/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4d/double3x3b/bn/sc"
+ top: "inception_4d/double3x3b/bn/sc"
+ name: "inception_4d/double3x3b/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4c/output"
+ top: "inception_4d/pool"
+ name: "inception_4d/pool"
+ type: "Pooling"
+ pooling_param {
+
+ pool: AVE
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ bottom: "inception_4d/pool"
+ top: "inception_4d/pool_proj"
+ name: "inception_4d/pool_proj"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 96
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4d/pool_proj"
+ name: "inception_4d/pool_proj/bn"
+ top: "inception_4d/pool_proj/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4d/pool_proj/bn"
+ top: "inception_4d/pool_proj/bn/sc"
+ name: "inception_4d/pool_proj/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4d/pool_proj/bn/sc"
+ top: "inception_4d/pool_proj/bn/sc"
+ name: "inception_4d/pool_proj/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4d/1x1/bn/sc"
+ bottom: "inception_4d/3x3/bn/sc"
+ bottom: "inception_4d/double3x3b/bn/sc"
+ bottom: "inception_4d/pool_proj/bn/sc"
+ top: "inception_4d/output"
+ name: "inception_4d/output"
+ type: "Concat"
+ concat_param {
+
+ }
+}
+layer {
+ bottom: "inception_4d/output"
+ top: "inception_4e/3x3_reduce"
+ name: "inception_4e/3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 128
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4e/3x3_reduce"
+ name: "inception_4e/3x3_reduce/bn"
+ top: "inception_4e/3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4e/3x3_reduce/bn"
+ top: "inception_4e/3x3_reduce/bn/sc"
+ name: "inception_4e/3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4e/3x3_reduce/bn/sc"
+ top: "inception_4e/3x3_reduce/bn/sc"
+ name: "inception_4e/3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4e/3x3_reduce/bn/sc"
+ top: "inception_4e/3x3"
+ name: "inception_4e/3x3"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 192
+ pad: 1
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4e/3x3"
+ name: "inception_4e/3x3/bn"
+ top: "inception_4e/3x3/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4e/3x3/bn"
+ top: "inception_4e/3x3/bn/sc"
+ name: "inception_4e/3x3/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4e/3x3/bn/sc"
+ top: "inception_4e/3x3/bn/sc"
+ name: "inception_4e/3x3/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4d/output"
+ top: "inception_4e/double3x3_reduce"
+ name: "inception_4e/double3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 192
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4e/double3x3_reduce"
+ name: "inception_4e/double3x3_reduce/bn"
+ top: "inception_4e/double3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4e/double3x3_reduce/bn"
+ top: "inception_4e/double3x3_reduce/bn/sc"
+ name: "inception_4e/double3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4e/double3x3_reduce/bn/sc"
+ top: "inception_4e/double3x3_reduce/bn/sc"
+ name: "inception_4e/double3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4e/double3x3_reduce/bn/sc"
+ top: "inception_4e/double3x3a"
+ name: "inception_4e/double3x3a"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4e/double3x3a"
+ name: "inception_4e/double3x3a/bn"
+ top: "inception_4e/double3x3a/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4e/double3x3a/bn"
+ top: "inception_4e/double3x3a/bn/sc"
+ name: "inception_4e/double3x3a/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4e/double3x3a/bn/sc"
+ top: "inception_4e/double3x3a/bn/sc"
+ name: "inception_4e/double3x3a/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4e/double3x3a/bn/sc"
+ top: "inception_4e/double3x3b"
+ name: "inception_4e/double3x3b"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_4e/double3x3b"
+ name: "inception_4e/double3x3b/bn"
+ top: "inception_4e/double3x3b/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_4e/double3x3b/bn"
+ top: "inception_4e/double3x3b/bn/sc"
+ name: "inception_4e/double3x3b/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_4e/double3x3b/bn/sc"
+ top: "inception_4e/double3x3b/bn/sc"
+ name: "inception_4e/double3x3b/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4d/output"
+ top: "inception_4e/pool"
+ name: "inception_4e/pool"
+ type: "Pooling"
+ pooling_param {
+
+ pool: MAX
+ kernel_size: 3
+ stride: 2
+ }
+}
+layer {
+ bottom: "inception_4e/3x3/bn/sc"
+ bottom: "inception_4e/double3x3b/bn/sc"
+ bottom: "inception_4e/pool"
+ top: "inception_4e/output"
+ name: "inception_4e/output"
+ type: "Concat"
+ concat_param {
+
+ }
+}
+layer {
+ bottom: "inception_4e/output"
+ top: "pool4/5x5_s3"
+ name: "pool4/5x5_s3"
+ type: "Pooling"
+ pooling_param {
+
+ pool: AVE
+ kernel_size: 5
+ stride: 3
+ }
+}
+layer {
+ bottom: "pool4/5x5_s3"
+ top: "loss2/conv"
+ name: "loss2/conv"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 128
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "loss2/conv"
+ name: "loss2/conv/bn"
+ top: "loss2/conv/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "loss2/conv/bn"
+ top: "loss2/conv/bn/sc"
+ name: "loss2/conv/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "loss2/conv/bn/sc"
+ top: "loss2/conv/bn/sc"
+ name: "loss2/conv/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "loss2/conv/bn/sc"
+ top: "loss2/fc"
+ name: "loss2/fc"
+ type: "InnerProduct"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ inner_product_param {
+ num_output: 1024
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "loss2/fc"
+ name: "loss2/fc/bn"
+ top: "loss2/fc/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "loss2/fc/bn"
+ top: "loss2/fc/bn/sc"
+ name: "loss2/fc/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "loss2/fc/bn/sc"
+ top: "loss2/fc/bn/sc"
+ name: "loss2/fc/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "loss2/fc/bn/sc"
+ top: "loss2/classifier"
+ name: "loss2/classifier"
+ type: "InnerProduct"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ inner_product_param {
+ num_output: 1000
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+
+layer {
+ bottom: "loss2/classifier"
+ top: "loss2/prob"
+ name: "loss2/prob"
+ type: "Softmax"
+ include {
+ phase: TEST
+ }
+}
+
+
+layer {
+ bottom: "inception_4e/output"
+ top: "inception_5a/1x1"
+ name: "inception_5a/1x1"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 352
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_5a/1x1"
+ name: "inception_5a/1x1/bn"
+ top: "inception_5a/1x1/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_5a/1x1/bn"
+ top: "inception_5a/1x1/bn/sc"
+ name: "inception_5a/1x1/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_5a/1x1/bn/sc"
+ top: "inception_5a/1x1/bn/sc"
+ name: "inception_5a/1x1/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4e/output"
+ top: "inception_5a/3x3_reduce"
+ name: "inception_5a/3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 192
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_5a/3x3_reduce"
+ name: "inception_5a/3x3_reduce/bn"
+ top: "inception_5a/3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_5a/3x3_reduce/bn"
+ top: "inception_5a/3x3_reduce/bn/sc"
+ name: "inception_5a/3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_5a/3x3_reduce/bn/sc"
+ top: "inception_5a/3x3_reduce/bn/sc"
+ name: "inception_5a/3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_5a/3x3_reduce/bn/sc"
+ top: "inception_5a/3x3"
+ name: "inception_5a/3x3"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 320
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_5a/3x3"
+ name: "inception_5a/3x3/bn"
+ top: "inception_5a/3x3/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_5a/3x3/bn"
+ top: "inception_5a/3x3/bn/sc"
+ name: "inception_5a/3x3/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_5a/3x3/bn/sc"
+ top: "inception_5a/3x3/bn/sc"
+ name: "inception_5a/3x3/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4e/output"
+ top: "inception_5a/double3x3_reduce"
+ name: "inception_5a/double3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 160
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_5a/double3x3_reduce"
+ name: "inception_5a/double3x3_reduce/bn"
+ top: "inception_5a/double3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_5a/double3x3_reduce/bn"
+ top: "inception_5a/double3x3_reduce/bn/sc"
+ name: "inception_5a/double3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_5a/double3x3_reduce/bn/sc"
+ top: "inception_5a/double3x3_reduce/bn/sc"
+ name: "inception_5a/double3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_5a/double3x3_reduce/bn/sc"
+ top: "inception_5a/double3x3a"
+ name: "inception_5a/double3x3a"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 224
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_5a/double3x3a"
+ name: "inception_5a/double3x3a/bn"
+ top: "inception_5a/double3x3a/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_5a/double3x3a/bn"
+ top: "inception_5a/double3x3a/bn/sc"
+ name: "inception_5a/double3x3a/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_5a/double3x3a/bn/sc"
+ top: "inception_5a/double3x3a/bn/sc"
+ name: "inception_5a/double3x3a/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_5a/double3x3a/bn/sc"
+ top: "inception_5a/double3x3b"
+ name: "inception_5a/double3x3b"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 224
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_5a/double3x3b"
+ name: "inception_5a/double3x3b/bn"
+ top: "inception_5a/double3x3b/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_5a/double3x3b/bn"
+ top: "inception_5a/double3x3b/bn/sc"
+ name: "inception_5a/double3x3b/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_5a/double3x3b/bn/sc"
+ top: "inception_5a/double3x3b/bn/sc"
+ name: "inception_5a/double3x3b/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_4e/output"
+ top: "inception_5a/pool"
+ name: "inception_5a/pool"
+ type: "Pooling"
+ pooling_param {
+
+ pool: AVE
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ bottom: "inception_5a/pool"
+ top: "inception_5a/pool_proj"
+ name: "inception_5a/pool_proj"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 128
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_5a/pool_proj"
+ name: "inception_5a/pool_proj/bn"
+ top: "inception_5a/pool_proj/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_5a/pool_proj/bn"
+ top: "inception_5a/pool_proj/bn/sc"
+ name: "inception_5a/pool_proj/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_5a/pool_proj/bn/sc"
+ top: "inception_5a/pool_proj/bn/sc"
+ name: "inception_5a/pool_proj/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_5a/1x1/bn/sc"
+ bottom: "inception_5a/3x3/bn/sc"
+ bottom: "inception_5a/double3x3b/bn/sc"
+ bottom: "inception_5a/pool_proj/bn/sc"
+ top: "inception_5a/output"
+ name: "inception_5a/output"
+ type: "Concat"
+ concat_param {
+
+ }
+}
+layer {
+ bottom: "inception_5a/output"
+ top: "inception_5b/1x1"
+ name: "inception_5b/1x1"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 352
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_5b/1x1"
+ name: "inception_5b/1x1/bn"
+ top: "inception_5b/1x1/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_5b/1x1/bn"
+ top: "inception_5b/1x1/bn/sc"
+ name: "inception_5b/1x1/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_5b/1x1/bn/sc"
+ top: "inception_5b/1x1/bn/sc"
+ name: "inception_5b/1x1/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_5a/output"
+ top: "inception_5b/3x3_reduce"
+ name: "inception_5b/3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 192
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_5b/3x3_reduce"
+ name: "inception_5b/3x3_reduce/bn"
+ top: "inception_5b/3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_5b/3x3_reduce/bn"
+ top: "inception_5b/3x3_reduce/bn/sc"
+ name: "inception_5b/3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_5b/3x3_reduce/bn/sc"
+ top: "inception_5b/3x3_reduce/bn/sc"
+ name: "inception_5b/3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_5b/3x3_reduce/bn/sc"
+ top: "inception_5b/3x3"
+ name: "inception_5b/3x3"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 320
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_5b/3x3"
+ name: "inception_5b/3x3/bn"
+ top: "inception_5b/3x3/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_5b/3x3/bn"
+ top: "inception_5b/3x3/bn/sc"
+ name: "inception_5b/3x3/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_5b/3x3/bn/sc"
+ top: "inception_5b/3x3/bn/sc"
+ name: "inception_5b/3x3/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_5a/output"
+ top: "inception_5b/double3x3_reduce"
+ name: "inception_5b/double3x3_reduce"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 192
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_5b/double3x3_reduce"
+ name: "inception_5b/double3x3_reduce/bn"
+ top: "inception_5b/double3x3_reduce/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_5b/double3x3_reduce/bn"
+ top: "inception_5b/double3x3_reduce/bn/sc"
+ name: "inception_5b/double3x3_reduce/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_5b/double3x3_reduce/bn/sc"
+ top: "inception_5b/double3x3_reduce/bn/sc"
+ name: "inception_5b/double3x3_reduce/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_5b/double3x3_reduce/bn/sc"
+ top: "inception_5b/double3x3a"
+ name: "inception_5b/double3x3a"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 224
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_5b/double3x3a"
+ name: "inception_5b/double3x3a/bn"
+ top: "inception_5b/double3x3a/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_5b/double3x3a/bn"
+ top: "inception_5b/double3x3a/bn/sc"
+ name: "inception_5b/double3x3a/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_5b/double3x3a/bn/sc"
+ top: "inception_5b/double3x3a/bn/sc"
+ name: "inception_5b/double3x3a/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_5b/double3x3a/bn/sc"
+ top: "inception_5b/double3x3b"
+ name: "inception_5b/double3x3b"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 224
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_5b/double3x3b"
+ name: "inception_5b/double3x3b/bn"
+ top: "inception_5b/double3x3b/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_5b/double3x3b/bn"
+ top: "inception_5b/double3x3b/bn/sc"
+ name: "inception_5b/double3x3b/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_5b/double3x3b/bn/sc"
+ top: "inception_5b/double3x3b/bn/sc"
+ name: "inception_5b/double3x3b/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_5a/output"
+ top: "inception_5b/pool"
+ name: "inception_5b/pool"
+ type: "Pooling"
+ pooling_param {
+
+ pool: MAX
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ bottom: "inception_5b/pool"
+ top: "inception_5b/pool_proj"
+ name: "inception_5b/pool_proj"
+ type: "Convolution"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+
+ num_output: 128
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_term: false
+ }
+}
+layer {
+ bottom: "inception_5b/pool_proj"
+ name: "inception_5b/pool_proj/bn"
+ top: "inception_5b/pool_proj/bn"
+ type: "BatchNorm"
+ batch_norm_param {
+
+ }
+}
+layer {
+ bottom: "inception_5b/pool_proj/bn"
+ top: "inception_5b/pool_proj/bn/sc"
+ name: "inception_5b/pool_proj/bn/sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "inception_5b/pool_proj/bn/sc"
+ top: "inception_5b/pool_proj/bn/sc"
+ name: "inception_5b/pool_proj/bn/sc/relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "inception_5b/1x1/bn/sc"
+ bottom: "inception_5b/3x3/bn/sc"
+ bottom: "inception_5b/double3x3b/bn/sc"
+ bottom: "inception_5b/pool_proj/bn/sc"
+ top: "inception_5b/output"
+ name: "inception_5b/output"
+ type: "Concat"
+ concat_param {
+
+ }
+}
+layer {
+ bottom: "inception_5b/output"
+ top: "pool5/7x7_s1"
+ name: "pool5/7x7_s1"
+ type: "Pooling"
+ pooling_param {
+
+ pool: AVE
+ kernel_size: 7
+ stride: 1
+ }
+}
+layer {
+ bottom: "pool5/7x7_s1"
+ top: "loss3/classifier"
+ name: "loss3/classifier"
+ type: "InnerProduct"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ inner_product_param {
+ num_output: 1000
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+
+layer {
+ bottom: "loss3/classifier"
+ top: "loss3/prob"
+ name: "loss3/prob"
+ type: "Softmax"
+}
+
diff --git a/models/intel_optimized_models/benchmark/googlenet_v3/deploy.prototxt b/models/intel_optimized_models/benchmark/googlenet_v3/deploy.prototxt
new file mode 100644
index 000000000..e59b0edf9
--- /dev/null
+++ b/models/intel_optimized_models/benchmark/googlenet_v3/deploy.prototxt
@@ -0,0 +1,3630 @@
+name: "InceptionV3"
+
+layer {
+ name: "data"
+ type: "DummyData"
+ top: "data"
+ dummy_data_param {
+ shape: { dim: 22 dim: 3 dim: 299 dim: 299 }
+ data_filler {
+ type: "constant"
+ value: 0.01
+ }
+ }
+}
+
+layer {
+ name: "conv_conv2d"
+ type: "Convolution"
+ bottom: "data"
+ top: "conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ pad: 0
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "conv_conv2d"
+ top: "conv_conv2d_bn"
+
+
+}
+layer {
+ name: "conv_relu"
+ type: "ReLU"
+ bottom: "conv_conv2d_bn"
+ top: "conv_conv2d_relu"
+}
+layer {
+ name: "conv_1_1_conv2d"
+ type: "Convolution"
+ bottom: "conv_conv2d_relu"
+ top: "conv_1_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ pad: 0
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "conv_1_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "conv_1_1_conv2d"
+ top: "conv_1_1_conv2d_bn"
+
+}
+layer {
+ name: "conv_1_1_relu"
+ type: "ReLU"
+ bottom: "conv_1_1_conv2d_bn"
+ top: "conv_1_1_conv2d_relu"
+}
+layer {
+ name: "conv_2_2_conv2d"
+ type: "Convolution"
+ bottom: "conv_1_1_conv2d_relu"
+ top: "conv_2_2_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "conv_2_2_batchnorm"
+ type: "BatchNorm"
+ bottom: "conv_2_2_conv2d"
+ top: "conv_2_2_conv2d_bn"
+
+}
+layer {
+ name: "conv_2_2_relu"
+ type: "ReLU"
+ bottom: "conv_2_2_conv2d_bn"
+ top: "conv_2_2_conv2d_relu"
+}
+layer {
+ name: "pool"
+ type: "Pooling"
+ bottom: "conv_2_2_conv2d_relu"
+ top: "pool"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 2
+ pad: 0
+ }
+}
+layer {
+ name: "conv_3_3_conv2d"
+ type: "Convolution"
+ bottom: "pool"
+ top: "conv_3_3_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 80
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "conv_3_3_batchnorm"
+ type: "BatchNorm"
+ bottom: "conv_3_3_conv2d"
+ top: "conv_3_3_conv2d_bn"
+
+}
+layer {
+ name: "conv_3_3_relu"
+ type: "ReLU"
+ bottom: "conv_3_3_conv2d_bn"
+ top: "conv_3_3_conv2d_relu"
+}
+layer {
+ name: "conv_4_4_conv2d"
+ type: "Convolution"
+ bottom: "conv_3_3_conv2d_relu"
+ top: "conv_4_4_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 0
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "conv_4_4_batchnorm"
+ type: "BatchNorm"
+ bottom: "conv_4_4_conv2d"
+ top: "conv_4_4_conv2d_bn"
+
+}
+layer {
+ name: "conv_4_4_relu"
+ type: "ReLU"
+ bottom: "conv_4_4_conv2d_bn"
+ top: "conv_4_4_conv2d_relu"
+}
+layer {
+ name: "pool1"
+ type: "Pooling"
+ bottom: "conv_4_4_conv2d_relu"
+ top: "pool1"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 2
+ pad: 0
+ }
+}
+layer {
+ name: "mixed_conv_conv2d"
+ type: "Convolution"
+ bottom: "pool1"
+ top: "mixed_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_conv_conv2d"
+ top: "mixed_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_conv_conv2d_bn"
+ top: "mixed_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_tower_conv_conv2d"
+ type: "Convolution"
+ bottom: "pool1"
+ top: "mixed_tower_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 48
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_tower_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_tower_conv_conv2d"
+ top: "mixed_tower_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_tower_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_tower_conv_conv2d_bn"
+ top: "mixed_tower_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_tower_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_tower_conv_conv2d_relu"
+ top: "mixed_tower_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ pad: 2
+ kernel_size: 5
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_tower_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_tower_conv_1_conv2d"
+ top: "mixed_tower_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_tower_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_tower_conv_1_conv2d_bn"
+ top: "mixed_tower_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_tower_1_conv_conv2d"
+ type: "Convolution"
+ bottom: "pool1"
+ top: "mixed_tower_1_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_tower_1_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_tower_1_conv_conv2d"
+ top: "mixed_tower_1_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_tower_1_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_tower_1_conv_conv2d_bn"
+ top: "mixed_tower_1_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_tower_1_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_tower_1_conv_conv2d_relu"
+ top: "mixed_tower_1_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 96
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_tower_1_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_tower_1_conv_1_conv2d"
+ top: "mixed_tower_1_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_tower_1_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_tower_1_conv_1_conv2d_bn"
+ top: "mixed_tower_1_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_tower_1_conv_2_conv2d"
+ type: "Convolution"
+ bottom: "mixed_tower_1_conv_1_conv2d_relu"
+ top: "mixed_tower_1_conv_2_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 96
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_tower_1_conv_2_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_tower_1_conv_2_conv2d"
+ top: "mixed_tower_1_conv_2_conv2d_bn"
+
+}
+layer {
+ name: "mixed_tower_1_conv_2_relu"
+ type: "ReLU"
+ bottom: "mixed_tower_1_conv_2_conv2d_bn"
+ top: "mixed_tower_1_conv_2_conv2d_relu"
+}
+layer {
+ name: "AVE_pool_mixed_pool"
+ type: "Pooling"
+ bottom: "pool1"
+ top: "AVE_pool_mixed_pool"
+ pooling_param {
+ pool: AVE
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ name: "mixed_tower_2_conv_conv2d"
+ type: "Convolution"
+ bottom: "AVE_pool_mixed_pool"
+ top: "mixed_tower_2_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_tower_2_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_tower_2_conv_conv2d"
+ top: "mixed_tower_2_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_tower_2_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_tower_2_conv_conv2d_bn"
+ top: "mixed_tower_2_conv_conv2d_relu"
+}
+layer {
+ name: "ch_concat_mixed_chconcat"
+ type: "Concat"
+ bottom: "mixed_conv_conv2d_relu"
+ bottom: "mixed_tower_conv_1_conv2d_relu"
+ bottom: "mixed_tower_1_conv_2_conv2d_relu"
+ bottom: "mixed_tower_2_conv_conv2d_relu"
+ top: "ch_concat_mixed_chconcat"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "mixed_1_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_chconcat"
+ top: "mixed_1_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_1_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_1_conv_conv2d"
+ top: "mixed_1_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_1_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_1_conv_conv2d_bn"
+ top: "mixed_1_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_1_tower_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_chconcat"
+ top: "mixed_1_tower_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 48
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_1_tower_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_1_tower_conv_conv2d"
+ top: "mixed_1_tower_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_1_tower_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_1_tower_conv_conv2d_bn"
+ top: "mixed_1_tower_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_1_tower_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_1_tower_conv_conv2d_relu"
+ top: "mixed_1_tower_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ pad: 2
+ kernel_size: 5
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_1_tower_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_1_tower_conv_1_conv2d"
+ top: "mixed_1_tower_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_1_tower_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_1_tower_conv_1_conv2d_bn"
+ top: "mixed_1_tower_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_1_tower_1_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_chconcat"
+ top: "mixed_1_tower_1_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_1_tower_1_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_1_tower_1_conv_conv2d"
+ top: "mixed_1_tower_1_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_1_tower_1_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_1_tower_1_conv_conv2d_bn"
+ top: "mixed_1_tower_1_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_1_tower_1_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_1_tower_1_conv_conv2d_relu"
+ top: "mixed_1_tower_1_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 96
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_1_tower_1_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_1_tower_1_conv_1_conv2d"
+ top: "mixed_1_tower_1_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_1_tower_1_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_1_tower_1_conv_1_conv2d_bn"
+ top: "mixed_1_tower_1_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_1_tower_1_conv_2_conv2d"
+ type: "Convolution"
+ bottom: "mixed_1_tower_1_conv_1_conv2d_relu"
+ top: "mixed_1_tower_1_conv_2_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 96
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_1_tower_1_conv_2_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_1_tower_1_conv_2_conv2d"
+ top: "mixed_1_tower_1_conv_2_conv2d_bn"
+
+}
+layer {
+ name: "mixed_1_tower_1_conv_2_relu"
+ type: "ReLU"
+ bottom: "mixed_1_tower_1_conv_2_conv2d_bn"
+ top: "mixed_1_tower_1_conv_2_conv2d_relu"
+}
+layer {
+ name: "AVE_pool_mixed_1_pool"
+ type: "Pooling"
+ bottom: "ch_concat_mixed_chconcat"
+ top: "AVE_pool_mixed_1_pool"
+ pooling_param {
+ pool: AVE
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ name: "mixed_1_tower_2_conv_conv2d"
+ type: "Convolution"
+ bottom: "AVE_pool_mixed_1_pool"
+ top: "mixed_1_tower_2_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_1_tower_2_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_1_tower_2_conv_conv2d"
+ top: "mixed_1_tower_2_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_1_tower_2_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_1_tower_2_conv_conv2d_bn"
+ top: "mixed_1_tower_2_conv_conv2d_relu"
+}
+layer {
+ name: "ch_concat_mixed_1_chconcat"
+ type: "Concat"
+ bottom: "mixed_1_conv_conv2d_relu"
+ bottom: "mixed_1_tower_conv_1_conv2d_relu"
+ bottom: "mixed_1_tower_1_conv_2_conv2d_relu"
+ bottom: "mixed_1_tower_2_conv_conv2d_relu"
+ top: "ch_concat_mixed_1_chconcat"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "mixed_2_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_1_chconcat"
+ top: "mixed_2_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_2_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_2_conv_conv2d"
+ top: "mixed_2_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_2_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_2_conv_conv2d_bn"
+ top: "mixed_2_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_2_tower_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_1_chconcat"
+ top: "mixed_2_tower_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 48
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_2_tower_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_2_tower_conv_conv2d"
+ top: "mixed_2_tower_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_2_tower_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_2_tower_conv_conv2d_bn"
+ top: "mixed_2_tower_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_2_tower_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_2_tower_conv_conv2d_relu"
+ top: "mixed_2_tower_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ pad: 2
+ kernel_size: 5
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_2_tower_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_2_tower_conv_1_conv2d"
+ top: "mixed_2_tower_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_2_tower_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_2_tower_conv_1_conv2d_bn"
+ top: "mixed_2_tower_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_2_tower_1_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_1_chconcat"
+ top: "mixed_2_tower_1_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_2_tower_1_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_2_tower_1_conv_conv2d"
+ top: "mixed_2_tower_1_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_2_tower_1_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_2_tower_1_conv_conv2d_bn"
+ top: "mixed_2_tower_1_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_2_tower_1_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_2_tower_1_conv_conv2d_relu"
+ top: "mixed_2_tower_1_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 96
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_2_tower_1_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_2_tower_1_conv_1_conv2d"
+ top: "mixed_2_tower_1_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_2_tower_1_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_2_tower_1_conv_1_conv2d_bn"
+ top: "mixed_2_tower_1_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_2_tower_1_conv_2_conv2d"
+ type: "Convolution"
+ bottom: "mixed_2_tower_1_conv_1_conv2d_relu"
+ top: "mixed_2_tower_1_conv_2_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 96
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_2_tower_1_conv_2_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_2_tower_1_conv_2_conv2d"
+ top: "mixed_2_tower_1_conv_2_conv2d_bn"
+
+}
+layer {
+ name: "mixed_2_tower_1_conv_2_relu"
+ type: "ReLU"
+ bottom: "mixed_2_tower_1_conv_2_conv2d_bn"
+ top: "mixed_2_tower_1_conv_2_conv2d_relu"
+}
+layer {
+ name: "AVE_pool_mixed_2_pool"
+ type: "Pooling"
+ bottom: "ch_concat_mixed_1_chconcat"
+ top: "AVE_pool_mixed_2_pool"
+ pooling_param {
+ pool: AVE
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ name: "mixed_2_tower_2_conv_conv2d"
+ type: "Convolution"
+ bottom: "AVE_pool_mixed_2_pool"
+ top: "mixed_2_tower_2_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_2_tower_2_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_2_tower_2_conv_conv2d"
+ top: "mixed_2_tower_2_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_2_tower_2_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_2_tower_2_conv_conv2d_bn"
+ top: "mixed_2_tower_2_conv_conv2d_relu"
+}
+layer {
+ name: "ch_concat_mixed_2_chconcat"
+ type: "Concat"
+ bottom: "mixed_2_conv_conv2d_relu"
+ bottom: "mixed_2_tower_conv_1_conv2d_relu"
+ bottom: "mixed_2_tower_1_conv_2_conv2d_relu"
+ bottom: "mixed_2_tower_2_conv_conv2d_relu"
+ top: "ch_concat_mixed_2_chconcat"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "mixed_3_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_2_chconcat"
+ top: "mixed_3_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ pad: 0
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_3_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_3_conv_conv2d"
+ top: "mixed_3_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_3_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_3_conv_conv2d_bn"
+ top: "mixed_3_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_3_tower_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_2_chconcat"
+ top: "mixed_3_tower_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_3_tower_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_3_tower_conv_conv2d"
+ top: "mixed_3_tower_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_3_tower_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_3_tower_conv_conv2d_bn"
+ top: "mixed_3_tower_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_3_tower_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_3_tower_conv_conv2d_relu"
+ top: "mixed_3_tower_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 96
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_3_tower_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_3_tower_conv_1_conv2d"
+ top: "mixed_3_tower_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_3_tower_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_3_tower_conv_1_conv2d_bn"
+ top: "mixed_3_tower_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_3_tower_conv_2_conv2d"
+ type: "Convolution"
+ bottom: "mixed_3_tower_conv_1_conv2d_relu"
+ top: "mixed_3_tower_conv_2_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 96
+ bias_term: false
+ pad: 0
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_3_tower_conv_2_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_3_tower_conv_2_conv2d"
+ top: "mixed_3_tower_conv_2_conv2d_bn"
+
+}
+layer {
+ name: "mixed_3_tower_conv_2_relu"
+ type: "ReLU"
+ bottom: "mixed_3_tower_conv_2_conv2d_bn"
+ top: "mixed_3_tower_conv_2_conv2d_relu"
+}
+layer {
+ name: "max_pool_mixed_3_pool"
+ type: "Pooling"
+ bottom: "ch_concat_mixed_2_chconcat"
+ top: "max_pool_mixed_3_pool"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 2
+ pad: 0
+ }
+}
+layer {
+ name: "ch_concat_mixed_3_chconcat"
+ type: "Concat"
+ bottom: "max_pool_mixed_3_pool"
+ bottom: "mixed_3_conv_conv2d_relu"
+ bottom: "mixed_3_tower_conv_2_conv2d_relu"
+ top: "ch_concat_mixed_3_chconcat"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "mixed_4_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_3_chconcat"
+ top: "mixed_4_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_4_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_4_conv_conv2d"
+ top: "mixed_4_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_4_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_4_conv_conv2d_bn"
+ top: "mixed_4_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_4_tower_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_3_chconcat"
+ top: "mixed_4_tower_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 128
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_4_tower_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_4_tower_conv_conv2d"
+ top: "mixed_4_tower_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_4_tower_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_4_tower_conv_conv2d_bn"
+ top: "mixed_4_tower_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_4_tower_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_4_tower_conv_conv2d_relu"
+ top: "mixed_4_tower_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 128
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 0
+ pad_w: 3
+ kernel_h: 1
+ kernel_w: 7
+ }
+}
+layer {
+ name: "mixed_4_tower_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_4_tower_conv_1_conv2d"
+ top: "mixed_4_tower_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_4_tower_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_4_tower_conv_1_conv2d_bn"
+ top: "mixed_4_tower_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_4_tower_conv_2_conv2d"
+ type: "Convolution"
+ bottom: "mixed_4_tower_conv_1_conv2d_relu"
+ top: "mixed_4_tower_conv_2_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 3
+ pad_w: 0
+ kernel_h: 7
+ kernel_w: 1
+ }
+}
+layer {
+ name: "mixed_4_tower_conv_2_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_4_tower_conv_2_conv2d"
+ top: "mixed_4_tower_conv_2_conv2d_bn"
+
+}
+layer {
+ name: "mixed_4_tower_conv_2_relu"
+ type: "ReLU"
+ bottom: "mixed_4_tower_conv_2_conv2d_bn"
+ top: "mixed_4_tower_conv_2_conv2d_relu"
+}
+layer {
+ name: "mixed_4_tower_1_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_3_chconcat"
+ top: "mixed_4_tower_1_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 128
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_4_tower_1_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_4_tower_1_conv_conv2d"
+ top: "mixed_4_tower_1_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_4_tower_1_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_4_tower_1_conv_conv2d_bn"
+ top: "mixed_4_tower_1_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_4_tower_1_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_4_tower_1_conv_conv2d_relu"
+ top: "mixed_4_tower_1_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 128
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 3
+ pad_w: 0
+ kernel_h: 7
+ kernel_w: 1
+ }
+}
+layer {
+ name: "mixed_4_tower_1_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_4_tower_1_conv_1_conv2d"
+ top: "mixed_4_tower_1_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_4_tower_1_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_4_tower_1_conv_1_conv2d_bn"
+ top: "mixed_4_tower_1_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_4_tower_1_conv_2_conv2d"
+ type: "Convolution"
+ bottom: "mixed_4_tower_1_conv_1_conv2d_relu"
+ top: "mixed_4_tower_1_conv_2_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 128
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 0
+ pad_w: 3
+ kernel_h: 1
+ kernel_w: 7
+ }
+}
+layer {
+ name: "mixed_4_tower_1_conv_2_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_4_tower_1_conv_2_conv2d"
+ top: "mixed_4_tower_1_conv_2_conv2d_bn"
+
+}
+layer {
+ name: "mixed_4_tower_1_conv_2_relu"
+ type: "ReLU"
+ bottom: "mixed_4_tower_1_conv_2_conv2d_bn"
+ top: "mixed_4_tower_1_conv_2_conv2d_relu"
+}
+layer {
+ name: "mixed_4_tower_1_conv_3_conv2d"
+ type: "Convolution"
+ bottom: "mixed_4_tower_1_conv_2_conv2d_relu"
+ top: "mixed_4_tower_1_conv_3_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 128
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 3
+ pad_w: 0
+ kernel_h: 7
+ kernel_w: 1
+ }
+}
+layer {
+ name: "mixed_4_tower_1_conv_3_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_4_tower_1_conv_3_conv2d"
+ top: "mixed_4_tower_1_conv_3_conv2d_bn"
+
+}
+layer {
+ name: "mixed_4_tower_1_conv_3_relu"
+ type: "ReLU"
+ bottom: "mixed_4_tower_1_conv_3_conv2d_bn"
+ top: "mixed_4_tower_1_conv_3_conv2d_relu"
+}
+layer {
+ name: "mixed_4_tower_1_conv_4_conv2d"
+ type: "Convolution"
+ bottom: "mixed_4_tower_1_conv_3_conv2d_relu"
+ top: "mixed_4_tower_1_conv_4_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 0
+ pad_w: 3
+ kernel_h: 1
+ kernel_w: 7
+ }
+}
+layer {
+ name: "mixed_4_tower_1_conv_4_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_4_tower_1_conv_4_conv2d"
+ top: "mixed_4_tower_1_conv_4_conv2d_bn"
+
+}
+layer {
+ name: "mixed_4_tower_1_conv_4_relu"
+ type: "ReLU"
+ bottom: "mixed_4_tower_1_conv_4_conv2d_bn"
+ top: "mixed_4_tower_1_conv_4_conv2d_relu"
+}
+layer {
+ name: "AVE_pool_mixed_4_pool"
+ type: "Pooling"
+ bottom: "ch_concat_mixed_3_chconcat"
+ top: "AVE_pool_mixed_4_pool"
+ pooling_param {
+ pool: AVE
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ name: "mixed_4_tower_2_conv_conv2d"
+ type: "Convolution"
+ bottom: "AVE_pool_mixed_4_pool"
+ top: "mixed_4_tower_2_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_4_tower_2_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_4_tower_2_conv_conv2d"
+ top: "mixed_4_tower_2_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_4_tower_2_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_4_tower_2_conv_conv2d_bn"
+ top: "mixed_4_tower_2_conv_conv2d_relu"
+}
+layer {
+ name: "ch_concat_mixed_4_chconcat"
+ type: "Concat"
+ bottom: "mixed_4_conv_conv2d_relu"
+ bottom: "mixed_4_tower_conv_2_conv2d_relu"
+ bottom: "mixed_4_tower_1_conv_4_conv2d_relu"
+ bottom: "mixed_4_tower_2_conv_conv2d_relu"
+ top: "ch_concat_mixed_4_chconcat"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "mixed_5_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_4_chconcat"
+ top: "mixed_5_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_5_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_5_conv_conv2d"
+ top: "mixed_5_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_5_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_5_conv_conv2d_bn"
+ top: "mixed_5_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_5_tower_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_4_chconcat"
+ top: "mixed_5_tower_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 160
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_5_tower_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_5_tower_conv_conv2d"
+ top: "mixed_5_tower_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_5_tower_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_5_tower_conv_conv2d_bn"
+ top: "mixed_5_tower_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_5_tower_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_5_tower_conv_conv2d_relu"
+ top: "mixed_5_tower_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 160
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 0
+ pad_w: 3
+ kernel_h: 1
+ kernel_w: 7
+ }
+}
+layer {
+ name: "mixed_5_tower_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_5_tower_conv_1_conv2d"
+ top: "mixed_5_tower_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_5_tower_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_5_tower_conv_1_conv2d_bn"
+ top: "mixed_5_tower_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_5_tower_conv_2_conv2d"
+ type: "Convolution"
+ bottom: "mixed_5_tower_conv_1_conv2d_relu"
+ top: "mixed_5_tower_conv_2_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 3
+ pad_w: 0
+ kernel_h: 7
+ kernel_w: 1
+ }
+}
+layer {
+ name: "mixed_5_tower_conv_2_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_5_tower_conv_2_conv2d"
+ top: "mixed_5_tower_conv_2_conv2d_bn"
+
+}
+layer {
+ name: "mixed_5_tower_conv_2_relu"
+ type: "ReLU"
+ bottom: "mixed_5_tower_conv_2_conv2d_bn"
+ top: "mixed_5_tower_conv_2_conv2d_relu"
+}
+layer {
+ name: "mixed_5_tower_1_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_4_chconcat"
+ top: "mixed_5_tower_1_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 160
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_5_tower_1_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_5_tower_1_conv_conv2d"
+ top: "mixed_5_tower_1_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_5_tower_1_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_5_tower_1_conv_conv2d_bn"
+ top: "mixed_5_tower_1_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_5_tower_1_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_5_tower_1_conv_conv2d_relu"
+ top: "mixed_5_tower_1_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 160
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 3
+ pad_w: 0
+ kernel_h: 7
+ kernel_w: 1
+ }
+}
+layer {
+ name: "mixed_5_tower_1_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_5_tower_1_conv_1_conv2d"
+ top: "mixed_5_tower_1_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_5_tower_1_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_5_tower_1_conv_1_conv2d_bn"
+ top: "mixed_5_tower_1_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_5_tower_1_conv_2_conv2d"
+ type: "Convolution"
+ bottom: "mixed_5_tower_1_conv_1_conv2d_relu"
+ top: "mixed_5_tower_1_conv_2_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 160
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 0
+ pad_w: 3
+ kernel_h: 1
+ kernel_w: 7
+ }
+}
+layer {
+ name: "mixed_5_tower_1_conv_2_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_5_tower_1_conv_2_conv2d"
+ top: "mixed_5_tower_1_conv_2_conv2d_bn"
+
+}
+layer {
+ name: "mixed_5_tower_1_conv_2_relu"
+ type: "ReLU"
+ bottom: "mixed_5_tower_1_conv_2_conv2d_bn"
+ top: "mixed_5_tower_1_conv_2_conv2d_relu"
+}
+layer {
+ name: "mixed_5_tower_1_conv_3_conv2d"
+ type: "Convolution"
+ bottom: "mixed_5_tower_1_conv_2_conv2d_relu"
+ top: "mixed_5_tower_1_conv_3_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 160
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 3
+ pad_w: 0
+ kernel_h: 7
+ kernel_w: 1
+ }
+}
+layer {
+ name: "mixed_5_tower_1_conv_3_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_5_tower_1_conv_3_conv2d"
+ top: "mixed_5_tower_1_conv_3_conv2d_bn"
+
+}
+layer {
+ name: "mixed_5_tower_1_conv_3_relu"
+ type: "ReLU"
+ bottom: "mixed_5_tower_1_conv_3_conv2d_bn"
+ top: "mixed_5_tower_1_conv_3_conv2d_relu"
+}
+layer {
+ name: "mixed_5_tower_1_conv_4_conv2d"
+ type: "Convolution"
+ bottom: "mixed_5_tower_1_conv_3_conv2d_relu"
+ top: "mixed_5_tower_1_conv_4_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 0
+ pad_w: 3
+ kernel_h: 1
+ kernel_w: 7
+ }
+}
+layer {
+ name: "mixed_5_tower_1_conv_4_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_5_tower_1_conv_4_conv2d"
+ top: "mixed_5_tower_1_conv_4_conv2d_bn"
+
+}
+layer {
+ name: "mixed_5_tower_1_conv_4_relu"
+ type: "ReLU"
+ bottom: "mixed_5_tower_1_conv_4_conv2d_bn"
+ top: "mixed_5_tower_1_conv_4_conv2d_relu"
+}
+layer {
+ name: "AVE_pool_mixed_5_pool"
+ type: "Pooling"
+ bottom: "ch_concat_mixed_4_chconcat"
+ top: "AVE_pool_mixed_5_pool"
+ pooling_param {
+ pool: AVE
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ name: "mixed_5_tower_2_conv_conv2d"
+ type: "Convolution"
+ bottom: "AVE_pool_mixed_5_pool"
+ top: "mixed_5_tower_2_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_5_tower_2_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_5_tower_2_conv_conv2d"
+ top: "mixed_5_tower_2_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_5_tower_2_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_5_tower_2_conv_conv2d_bn"
+ top: "mixed_5_tower_2_conv_conv2d_relu"
+}
+layer {
+ name: "ch_concat_mixed_5_chconcat"
+ type: "Concat"
+ bottom: "mixed_5_conv_conv2d_relu"
+ bottom: "mixed_5_tower_conv_2_conv2d_relu"
+ bottom: "mixed_5_tower_1_conv_4_conv2d_relu"
+ bottom: "mixed_5_tower_2_conv_conv2d_relu"
+ top: "ch_concat_mixed_5_chconcat"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "mixed_6_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_5_chconcat"
+ top: "mixed_6_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_6_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_6_conv_conv2d"
+ top: "mixed_6_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_6_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_6_conv_conv2d_bn"
+ top: "mixed_6_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_6_tower_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_5_chconcat"
+ top: "mixed_6_tower_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 160
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_6_tower_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_6_tower_conv_conv2d"
+ top: "mixed_6_tower_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_6_tower_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_6_tower_conv_conv2d_bn"
+ top: "mixed_6_tower_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_6_tower_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_6_tower_conv_conv2d_relu"
+ top: "mixed_6_tower_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 160
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 0
+ pad_w: 3
+ kernel_h: 1
+ kernel_w: 7
+ }
+}
+layer {
+ name: "mixed_6_tower_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_6_tower_conv_1_conv2d"
+ top: "mixed_6_tower_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_6_tower_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_6_tower_conv_1_conv2d_bn"
+ top: "mixed_6_tower_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_6_tower_conv_2_conv2d"
+ type: "Convolution"
+ bottom: "mixed_6_tower_conv_1_conv2d_relu"
+ top: "mixed_6_tower_conv_2_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 3
+ pad_w: 0
+ kernel_h: 7
+ kernel_w: 1
+ }
+}
+layer {
+ name: "mixed_6_tower_conv_2_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_6_tower_conv_2_conv2d"
+ top: "mixed_6_tower_conv_2_conv2d_bn"
+
+}
+layer {
+ name: "mixed_6_tower_conv_2_relu"
+ type: "ReLU"
+ bottom: "mixed_6_tower_conv_2_conv2d_bn"
+ top: "mixed_6_tower_conv_2_conv2d_relu"
+}
+layer {
+ name: "mixed_6_tower_1_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_5_chconcat"
+ top: "mixed_6_tower_1_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 160
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_6_tower_1_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_6_tower_1_conv_conv2d"
+ top: "mixed_6_tower_1_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_6_tower_1_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_6_tower_1_conv_conv2d_bn"
+ top: "mixed_6_tower_1_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_6_tower_1_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_6_tower_1_conv_conv2d_relu"
+ top: "mixed_6_tower_1_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 160
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 3
+ pad_w: 0
+ kernel_h: 7
+ kernel_w: 1
+ }
+}
+layer {
+ name: "mixed_6_tower_1_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_6_tower_1_conv_1_conv2d"
+ top: "mixed_6_tower_1_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_6_tower_1_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_6_tower_1_conv_1_conv2d_bn"
+ top: "mixed_6_tower_1_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_6_tower_1_conv_2_conv2d"
+ type: "Convolution"
+ bottom: "mixed_6_tower_1_conv_1_conv2d_relu"
+ top: "mixed_6_tower_1_conv_2_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 160
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 0
+ pad_w: 3
+ kernel_h: 1
+ kernel_w: 7
+ }
+}
+layer {
+ name: "mixed_6_tower_1_conv_2_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_6_tower_1_conv_2_conv2d"
+ top: "mixed_6_tower_1_conv_2_conv2d_bn"
+
+}
+layer {
+ name: "mixed_6_tower_1_conv_2_relu"
+ type: "ReLU"
+ bottom: "mixed_6_tower_1_conv_2_conv2d_bn"
+ top: "mixed_6_tower_1_conv_2_conv2d_relu"
+}
+layer {
+ name: "mixed_6_tower_1_conv_3_conv2d"
+ type: "Convolution"
+ bottom: "mixed_6_tower_1_conv_2_conv2d_relu"
+ top: "mixed_6_tower_1_conv_3_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 160
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 3
+ pad_w: 0
+ kernel_h: 7
+ kernel_w: 1
+ }
+}
+layer {
+ name: "mixed_6_tower_1_conv_3_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_6_tower_1_conv_3_conv2d"
+ top: "mixed_6_tower_1_conv_3_conv2d_bn"
+
+}
+layer {
+ name: "mixed_6_tower_1_conv_3_relu"
+ type: "ReLU"
+ bottom: "mixed_6_tower_1_conv_3_conv2d_bn"
+ top: "mixed_6_tower_1_conv_3_conv2d_relu"
+}
+layer {
+ name: "mixed_6_tower_1_conv_4_conv2d"
+ type: "Convolution"
+ bottom: "mixed_6_tower_1_conv_3_conv2d_relu"
+ top: "mixed_6_tower_1_conv_4_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 0
+ pad_w: 3
+ kernel_h: 1
+ kernel_w: 7
+ }
+}
+layer {
+ name: "mixed_6_tower_1_conv_4_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_6_tower_1_conv_4_conv2d"
+ top: "mixed_6_tower_1_conv_4_conv2d_bn"
+
+}
+layer {
+ name: "mixed_6_tower_1_conv_4_relu"
+ type: "ReLU"
+ bottom: "mixed_6_tower_1_conv_4_conv2d_bn"
+ top: "mixed_6_tower_1_conv_4_conv2d_relu"
+}
+layer {
+ name: "AVE_pool_mixed_6_pool"
+ type: "Pooling"
+ bottom: "ch_concat_mixed_5_chconcat"
+ top: "AVE_pool_mixed_6_pool"
+ pooling_param {
+ pool: AVE
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ name: "mixed_6_tower_2_conv_conv2d"
+ type: "Convolution"
+ bottom: "AVE_pool_mixed_6_pool"
+ top: "mixed_6_tower_2_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_6_tower_2_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_6_tower_2_conv_conv2d"
+ top: "mixed_6_tower_2_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_6_tower_2_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_6_tower_2_conv_conv2d_bn"
+ top: "mixed_6_tower_2_conv_conv2d_relu"
+}
+layer {
+ name: "ch_concat_mixed_6_chconcat"
+ type: "Concat"
+ bottom: "mixed_6_conv_conv2d_relu"
+ bottom: "mixed_6_tower_conv_2_conv2d_relu"
+ bottom: "mixed_6_tower_1_conv_4_conv2d_relu"
+ bottom: "mixed_6_tower_2_conv_conv2d_relu"
+ top: "ch_concat_mixed_6_chconcat"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "mixed_7_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_6_chconcat"
+ top: "mixed_7_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_7_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_7_conv_conv2d"
+ top: "mixed_7_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_7_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_7_conv_conv2d_bn"
+ top: "mixed_7_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_7_tower_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_6_chconcat"
+ top: "mixed_7_tower_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_7_tower_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_7_tower_conv_conv2d"
+ top: "mixed_7_tower_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_7_tower_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_7_tower_conv_conv2d_bn"
+ top: "mixed_7_tower_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_7_tower_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_7_tower_conv_conv2d_relu"
+ top: "mixed_7_tower_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 0
+ pad_w: 3
+ kernel_h: 1
+ kernel_w: 7
+ }
+}
+layer {
+ name: "mixed_7_tower_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_7_tower_conv_1_conv2d"
+ top: "mixed_7_tower_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_7_tower_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_7_tower_conv_1_conv2d_bn"
+ top: "mixed_7_tower_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_7_tower_conv_2_conv2d"
+ type: "Convolution"
+ bottom: "mixed_7_tower_conv_1_conv2d_relu"
+ top: "mixed_7_tower_conv_2_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 3
+ pad_w: 0
+ kernel_h: 7
+ kernel_w: 1
+ }
+}
+layer {
+ name: "mixed_7_tower_conv_2_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_7_tower_conv_2_conv2d"
+ top: "mixed_7_tower_conv_2_conv2d_bn"
+
+}
+layer {
+ name: "mixed_7_tower_conv_2_relu"
+ type: "ReLU"
+ bottom: "mixed_7_tower_conv_2_conv2d_bn"
+ top: "mixed_7_tower_conv_2_conv2d_relu"
+}
+layer {
+ name: "mixed_7_tower_1_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_6_chconcat"
+ top: "mixed_7_tower_1_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_7_tower_1_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_7_tower_1_conv_conv2d"
+ top: "mixed_7_tower_1_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_7_tower_1_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_7_tower_1_conv_conv2d_bn"
+ top: "mixed_7_tower_1_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_7_tower_1_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_7_tower_1_conv_conv2d_relu"
+ top: "mixed_7_tower_1_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 3
+ pad_w: 0
+ kernel_h: 7
+ kernel_w: 1
+ }
+}
+layer {
+ name: "mixed_7_tower_1_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_7_tower_1_conv_1_conv2d"
+ top: "mixed_7_tower_1_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_7_tower_1_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_7_tower_1_conv_1_conv2d_bn"
+ top: "mixed_7_tower_1_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_7_tower_1_conv_2_conv2d"
+ type: "Convolution"
+ bottom: "mixed_7_tower_1_conv_1_conv2d_relu"
+ top: "mixed_7_tower_1_conv_2_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 0
+ pad_w: 3
+ kernel_h: 1
+ kernel_w: 7
+ }
+}
+layer {
+ name: "mixed_7_tower_1_conv_2_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_7_tower_1_conv_2_conv2d"
+ top: "mixed_7_tower_1_conv_2_conv2d_bn"
+
+}
+layer {
+ name: "mixed_7_tower_1_conv_2_relu"
+ type: "ReLU"
+ bottom: "mixed_7_tower_1_conv_2_conv2d_bn"
+ top: "mixed_7_tower_1_conv_2_conv2d_relu"
+}
+layer {
+ name: "mixed_7_tower_1_conv_3_conv2d"
+ type: "Convolution"
+ bottom: "mixed_7_tower_1_conv_2_conv2d_relu"
+ top: "mixed_7_tower_1_conv_3_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 3
+ pad_w: 0
+ kernel_h: 7
+ kernel_w: 1
+ }
+}
+layer {
+ name: "mixed_7_tower_1_conv_3_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_7_tower_1_conv_3_conv2d"
+ top: "mixed_7_tower_1_conv_3_conv2d_bn"
+
+}
+layer {
+ name: "mixed_7_tower_1_conv_3_relu"
+ type: "ReLU"
+ bottom: "mixed_7_tower_1_conv_3_conv2d_bn"
+ top: "mixed_7_tower_1_conv_3_conv2d_relu"
+}
+layer {
+ name: "mixed_7_tower_1_conv_4_conv2d"
+ type: "Convolution"
+ bottom: "mixed_7_tower_1_conv_3_conv2d_relu"
+ top: "mixed_7_tower_1_conv_4_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 0
+ pad_w: 3
+ kernel_h: 1
+ kernel_w: 7
+ }
+}
+layer {
+ name: "mixed_7_tower_1_conv_4_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_7_tower_1_conv_4_conv2d"
+ top: "mixed_7_tower_1_conv_4_conv2d_bn"
+
+}
+layer {
+ name: "mixed_7_tower_1_conv_4_relu"
+ type: "ReLU"
+ bottom: "mixed_7_tower_1_conv_4_conv2d_bn"
+ top: "mixed_7_tower_1_conv_4_conv2d_relu"
+}
+layer {
+ name: "AVE_pool_mixed_7_pool"
+ type: "Pooling"
+ bottom: "ch_concat_mixed_6_chconcat"
+ top: "AVE_pool_mixed_7_pool"
+ pooling_param {
+ pool: AVE
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ name: "mixed_7_tower_2_conv_conv2d"
+ type: "Convolution"
+ bottom: "AVE_pool_mixed_7_pool"
+ top: "mixed_7_tower_2_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_7_tower_2_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_7_tower_2_conv_conv2d"
+ top: "mixed_7_tower_2_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_7_tower_2_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_7_tower_2_conv_conv2d_bn"
+ top: "mixed_7_tower_2_conv_conv2d_relu"
+}
+layer {
+ name: "ch_concat_mixed_7_chconcat"
+ type: "Concat"
+ bottom: "mixed_7_conv_conv2d_relu"
+ bottom: "mixed_7_tower_conv_2_conv2d_relu"
+ bottom: "mixed_7_tower_1_conv_4_conv2d_relu"
+ bottom: "mixed_7_tower_2_conv_conv2d_relu"
+ top: "ch_concat_mixed_7_chconcat"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "mixed_8_tower_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_7_chconcat"
+ top: "mixed_8_tower_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_8_tower_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_8_tower_conv_conv2d"
+ top: "mixed_8_tower_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_8_tower_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_8_tower_conv_conv2d_bn"
+ top: "mixed_8_tower_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_8_tower_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_8_tower_conv_conv2d_relu"
+ top: "mixed_8_tower_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 320
+ bias_term: false
+ pad: 0
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_8_tower_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_8_tower_conv_1_conv2d"
+ top: "mixed_8_tower_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_8_tower_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_8_tower_conv_1_conv2d_bn"
+ top: "mixed_8_tower_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_8_tower_1_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_7_chconcat"
+ top: "mixed_8_tower_1_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_8_tower_1_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_8_tower_1_conv_conv2d"
+ top: "mixed_8_tower_1_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_8_tower_1_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_8_tower_1_conv_conv2d_bn"
+ top: "mixed_8_tower_1_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_8_tower_1_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_8_tower_1_conv_conv2d_relu"
+ top: "mixed_8_tower_1_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 0
+ pad_w: 3
+ kernel_h: 1
+ kernel_w: 7
+ }
+}
+layer {
+ name: "mixed_8_tower_1_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_8_tower_1_conv_1_conv2d"
+ top: "mixed_8_tower_1_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_8_tower_1_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_8_tower_1_conv_1_conv2d_bn"
+ top: "mixed_8_tower_1_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_8_tower_1_conv_2_conv2d"
+ type: "Convolution"
+ bottom: "mixed_8_tower_1_conv_1_conv2d_relu"
+ top: "mixed_8_tower_1_conv_2_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 3
+ pad_w: 0
+ kernel_h: 7
+ kernel_w: 1
+ }
+}
+layer {
+ name: "mixed_8_tower_1_conv_2_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_8_tower_1_conv_2_conv2d"
+ top: "mixed_8_tower_1_conv_2_conv2d_bn"
+
+}
+layer {
+ name: "mixed_8_tower_1_conv_2_relu"
+ type: "ReLU"
+ bottom: "mixed_8_tower_1_conv_2_conv2d_bn"
+ top: "mixed_8_tower_1_conv_2_conv2d_relu"
+}
+layer {
+ name: "mixed_8_tower_1_conv_3_conv2d"
+ type: "Convolution"
+ bottom: "mixed_8_tower_1_conv_2_conv2d_relu"
+ top: "mixed_8_tower_1_conv_3_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 0
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_8_tower_1_conv_3_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_8_tower_1_conv_3_conv2d"
+ top: "mixed_8_tower_1_conv_3_conv2d_bn"
+
+}
+layer {
+ name: "mixed_8_tower_1_conv_3_relu"
+ type: "ReLU"
+ bottom: "mixed_8_tower_1_conv_3_conv2d_bn"
+ top: "mixed_8_tower_1_conv_3_conv2d_relu"
+}
+layer {
+ name: "MAX_pool_mixed_8_pool"
+ type: "Pooling"
+ bottom: "ch_concat_mixed_7_chconcat"
+ top: "MAX_pool_mixed_8_pool"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 2
+ pad: 0
+ }
+}
+layer {
+ name: "ch_concat_mixed_8_chconcat"
+ type: "Concat"
+ bottom: "mixed_8_tower_conv_1_conv2d_relu"
+ bottom: "mixed_8_tower_1_conv_3_conv2d_relu"
+ bottom: "MAX_pool_mixed_8_pool"
+ top: "ch_concat_mixed_8_chconcat"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "mixed_9_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_8_chconcat"
+ top: "mixed_9_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 320
+ bias_term: false
+ pad: 0
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ kernel_h: 1
+ kernel_w: 1
+ }
+}
+layer {
+ name: "mixed_9_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_9_conv_conv2d"
+ top: "mixed_9_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_9_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_9_conv_conv2d_bn"
+ top: "mixed_9_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_9_tower_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_8_chconcat"
+ top: "mixed_9_tower_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_9_tower_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_9_tower_conv_conv2d"
+ top: "mixed_9_tower_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_9_tower_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_9_tower_conv_conv2d_bn"
+ top: "mixed_9_tower_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_9_tower_mixed_conv_conv2d"
+ type: "Convolution"
+ bottom: "mixed_9_tower_conv_conv2d_relu"
+ top: "mixed_9_tower_mixed_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 0
+ pad_w: 1
+ kernel_h: 1
+ kernel_w: 3
+ }
+}
+layer {
+ name: "mixed_9_tower_mixed_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_9_tower_mixed_conv_conv2d"
+ top: "mixed_9_tower_mixed_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_9_tower_mixed_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_9_tower_mixed_conv_conv2d_bn"
+ top: "mixed_9_tower_mixed_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_9_tower_mixed_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_9_tower_conv_conv2d_relu"
+ top: "mixed_9_tower_mixed_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 1
+ pad_w: 0
+ kernel_h: 3
+ kernel_w: 1
+ }
+}
+layer {
+ name: "mixed_9_tower_mixed_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_9_tower_mixed_conv_1_conv2d"
+ top: "mixed_9_tower_mixed_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_9_tower_mixed_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_9_tower_mixed_conv_1_conv2d_bn"
+ top: "mixed_9_tower_mixed_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_9_tower_1_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_8_chconcat"
+ top: "mixed_9_tower_1_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 448
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_9_tower_1_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_9_tower_1_conv_conv2d"
+ top: "mixed_9_tower_1_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_9_tower_1_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_9_tower_1_conv_conv2d_bn"
+ top: "mixed_9_tower_1_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_9_tower_1_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_9_tower_1_conv_conv2d_relu"
+ top: "mixed_9_tower_1_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_9_tower_1_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_9_tower_1_conv_1_conv2d"
+ top: "mixed_9_tower_1_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_9_tower_1_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_9_tower_1_conv_1_conv2d_bn"
+ top: "mixed_9_tower_1_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_9_tower_1_mixed_conv_conv2d"
+ type: "Convolution"
+ bottom: "mixed_9_tower_1_conv_1_conv2d_relu"
+ top: "mixed_9_tower_1_mixed_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 0
+ pad_w: 1
+ kernel_h: 1
+ kernel_w: 3
+ }
+}
+layer {
+ name: "mixed_9_tower_1_mixed_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_9_tower_1_mixed_conv_conv2d"
+ top: "mixed_9_tower_1_mixed_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_9_tower_1_mixed_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_9_tower_1_mixed_conv_conv2d_bn"
+ top: "mixed_9_tower_1_mixed_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_9_tower_1_mixed_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_9_tower_1_conv_1_conv2d_relu"
+ top: "mixed_9_tower_1_mixed_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 1
+ pad_w: 0
+ kernel_h: 3
+ kernel_w: 1
+ }
+}
+layer {
+ name: "mixed_9_tower_1_mixed_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_9_tower_1_mixed_conv_1_conv2d"
+ top: "mixed_9_tower_1_mixed_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_9_tower_1_mixed_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_9_tower_1_mixed_conv_1_conv2d_bn"
+ top: "mixed_9_tower_1_mixed_conv_1_conv2d_relu"
+}
+layer {
+ name: "AVE_pool_mixed_9_pool"
+ type: "Pooling"
+ bottom: "ch_concat_mixed_8_chconcat"
+ top: "AVE_pool_mixed_9_pool"
+ pooling_param {
+ pool: AVE
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ name: "mixed_9_tower_2_conv_conv2d"
+ type: "Convolution"
+ bottom: "AVE_pool_mixed_9_pool"
+ top: "mixed_9_tower_2_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_9_tower_2_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_9_tower_2_conv_conv2d"
+ top: "mixed_9_tower_2_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_9_tower_2_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_9_tower_2_conv_conv2d_bn"
+ top: "mixed_9_tower_2_conv_conv2d_relu"
+}
+layer {
+ name: "ch_concat_mixed_9_chconcat"
+ type: "Concat"
+ bottom: "mixed_9_conv_conv2d_relu"
+ bottom: "mixed_9_tower_mixed_conv_conv2d_relu"
+ bottom: "mixed_9_tower_mixed_conv_1_conv2d_relu"
+ bottom: "mixed_9_tower_1_mixed_conv_conv2d_relu"
+ bottom: "mixed_9_tower_1_mixed_conv_1_conv2d_relu"
+ bottom: "mixed_9_tower_2_conv_conv2d_relu"
+ top: "ch_concat_mixed_9_chconcat"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "mixed_10_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_9_chconcat"
+ top: "mixed_10_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 320
+ bias_term: false
+ pad: 0
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ kernel_h: 1
+ kernel_w: 1
+ }
+}
+layer {
+ name: "mixed_10_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_10_conv_conv2d"
+ top: "mixed_10_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_10_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_10_conv_conv2d_bn"
+ top: "mixed_10_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_10_tower_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_9_chconcat"
+ top: "mixed_10_tower_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_10_tower_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_10_tower_conv_conv2d"
+ top: "mixed_10_tower_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_10_tower_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_10_tower_conv_conv2d_bn"
+ top: "mixed_10_tower_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_10_tower_mixed_conv_conv2d"
+ type: "Convolution"
+ bottom: "mixed_10_tower_conv_conv2d_relu"
+ top: "mixed_10_tower_mixed_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 0
+ pad_w: 1
+ kernel_h: 1
+ kernel_w: 3
+ }
+}
+layer {
+ name: "mixed_10_tower_mixed_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_10_tower_mixed_conv_conv2d"
+ top: "mixed_10_tower_mixed_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_10_tower_mixed_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_10_tower_mixed_conv_conv2d_bn"
+ top: "mixed_10_tower_mixed_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_10_tower_mixed_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_10_tower_conv_conv2d_relu"
+ top: "mixed_10_tower_mixed_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 1
+ pad_w: 0
+ kernel_h: 3
+ kernel_w: 1
+ }
+}
+layer {
+ name: "mixed_10_tower_mixed_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_10_tower_mixed_conv_1_conv2d"
+ top: "mixed_10_tower_mixed_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_10_tower_mixed_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_10_tower_mixed_conv_1_conv2d_bn"
+ top: "mixed_10_tower_mixed_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_10_tower_1_conv_conv2d"
+ type: "Convolution"
+ bottom: "ch_concat_mixed_9_chconcat"
+ top: "mixed_10_tower_1_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 448
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_10_tower_1_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_10_tower_1_conv_conv2d"
+ top: "mixed_10_tower_1_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_10_tower_1_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_10_tower_1_conv_conv2d_bn"
+ top: "mixed_10_tower_1_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_10_tower_1_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_10_tower_1_conv_conv2d_relu"
+ top: "mixed_10_tower_1_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_10_tower_1_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_10_tower_1_conv_1_conv2d"
+ top: "mixed_10_tower_1_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_10_tower_1_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_10_tower_1_conv_1_conv2d_bn"
+ top: "mixed_10_tower_1_conv_1_conv2d_relu"
+}
+layer {
+ name: "mixed_10_tower_1_mixed_conv_conv2d"
+ type: "Convolution"
+ bottom: "mixed_10_tower_1_conv_1_conv2d_relu"
+ top: "mixed_10_tower_1_mixed_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 0
+ pad_w: 1
+ kernel_h: 1
+ kernel_w: 3
+ }
+}
+layer {
+ name: "mixed_10_tower_1_mixed_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_10_tower_1_mixed_conv_conv2d"
+ top: "mixed_10_tower_1_mixed_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_10_tower_1_mixed_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_10_tower_1_mixed_conv_conv2d_bn"
+ top: "mixed_10_tower_1_mixed_conv_conv2d_relu"
+}
+layer {
+ name: "mixed_10_tower_1_mixed_conv_1_conv2d"
+ type: "Convolution"
+ bottom: "mixed_10_tower_1_conv_1_conv2d_relu"
+ top: "mixed_10_tower_1_mixed_conv_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ pad_h: 1
+ pad_w: 0
+ kernel_h: 3
+ kernel_w: 1
+ }
+}
+layer {
+ name: "mixed_10_tower_1_mixed_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_10_tower_1_mixed_conv_1_conv2d"
+ top: "mixed_10_tower_1_mixed_conv_1_conv2d_bn"
+
+}
+layer {
+ name: "mixed_10_tower_1_mixed_conv_1_relu"
+ type: "ReLU"
+ bottom: "mixed_10_tower_1_mixed_conv_1_conv2d_bn"
+ top: "mixed_10_tower_1_mixed_conv_1_conv2d_relu"
+}
+layer {
+ name: "MAX_pool_mixed_10_pool"
+ type: "Pooling"
+ bottom: "ch_concat_mixed_9_chconcat"
+ top: "MAX_pool_mixed_10_pool"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ name: "mixed_10_tower_2_conv_conv2d"
+ type: "Convolution"
+ bottom: "MAX_pool_mixed_10_pool"
+ top: "mixed_10_tower_2_conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "mixed_10_tower_2_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_10_tower_2_conv_conv2d"
+ top: "mixed_10_tower_2_conv_conv2d_bn"
+
+}
+layer {
+ name: "mixed_10_tower_2_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_10_tower_2_conv_conv2d_bn"
+ top: "mixed_10_tower_2_conv_conv2d_relu"
+}
+layer {
+ name: "ch_concat_mixed_10_chconcat"
+ type: "Concat"
+ bottom: "mixed_10_conv_conv2d_relu"
+ bottom: "mixed_10_tower_mixed_conv_conv2d_relu"
+ bottom: "mixed_10_tower_mixed_conv_1_conv2d_relu"
+ bottom: "mixed_10_tower_1_mixed_conv_conv2d_relu"
+ bottom: "mixed_10_tower_1_mixed_conv_1_conv2d_relu"
+ bottom: "mixed_10_tower_2_conv_conv2d_relu"
+ top: "ch_concat_mixed_10_chconcat"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "global_pool"
+ type: "Pooling"
+ bottom: "ch_concat_mixed_10_chconcat"
+ top: "global_pool"
+ pooling_param {
+ pool: AVE
+ kernel_size: 8
+ stride: 1
+ pad: 0
+ }
+}
+layer {
+ name: "drop"
+ type: "Dropout"
+ bottom: "global_pool"
+ top: "global_pool"
+ dropout_param {
+ dropout_ratio: 0.8
+ }
+}
+layer {
+ name: "flatten"
+ type: "Flatten"
+ bottom: "global_pool"
+ top: "flatten"
+}
+layer {
+ name: "fc1"
+ type: "InnerProduct"
+ bottom: "flatten"
+ top: "fc1"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ inner_product_param {
+ num_output: 1000
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "prob"
+ type: "Softmax"
+ bottom: "fc1"
+ top: "prob"
+}
+
diff --git a/models/intel_optimized_models/benchmark/mobilenet_v2/deploy.prototxt b/models/intel_optimized_models/benchmark/mobilenet_v2/deploy.prototxt
new file mode 100644
index 000000000..c27859541
--- /dev/null
+++ b/models/intel_optimized_models/benchmark/mobilenet_v2/deploy.prototxt
@@ -0,0 +1,3402 @@
+name: "MOBILENET_V2"
+# transform_param {
+# scale: 0.017
+# mirror: false
+# crop_size: 224
+# mean_value: [103.94,116.78,123.68]
+# }
+input: "data"
+input_dim: 22
+input_dim: 3
+input_dim: 224
+input_dim: 224
+
+layer {
+ name: "conv1"
+ type: "Convolution"
+ bottom: "data"
+ top: "conv1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv1/bn"
+ type: "BatchNorm"
+ bottom: "conv1"
+ top: "conv1/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv1/scale"
+ type: "Scale"
+ bottom: "conv1/bn"
+ top: "conv1/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu1"
+ type: "ReLU"
+ bottom: "conv1/bn"
+ top: "conv1/bn"
+}
+layer {
+ name: "conv2_1/expand"
+ type: "Convolution"
+ bottom: "conv1/bn"
+ top: "conv2_1/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv2_1/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv2_1/expand"
+ top: "conv2_1/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv2_1/expand/scale"
+ type: "Scale"
+ bottom: "conv2_1/expand/bn"
+ top: "conv2_1/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu2_1/expand"
+ type: "ReLU"
+ bottom: "conv2_1/expand/bn"
+ top: "conv2_1/expand/bn"
+}
+layer {
+ name: "conv2_1/dwise"
+ type: "Convolution"
+ bottom: "conv2_1/expand/bn"
+ top: "conv2_1/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 32
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv2_1/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv2_1/dwise"
+ top: "conv2_1/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv2_1/dwise/scale"
+ type: "Scale"
+ bottom: "conv2_1/dwise/bn"
+ top: "conv2_1/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu2_1/dwise"
+ type: "ReLU"
+ bottom: "conv2_1/dwise/bn"
+ top: "conv2_1/dwise/bn"
+}
+layer {
+ name: "conv2_1/linear"
+ type: "Convolution"
+ bottom: "conv2_1/dwise/bn"
+ top: "conv2_1/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 16
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv2_1/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv2_1/linear"
+ top: "conv2_1/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv2_1/linear/scale"
+ type: "Scale"
+ bottom: "conv2_1/linear/bn"
+ top: "conv2_1/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "conv2_2/expand"
+ type: "Convolution"
+ bottom: "conv2_1/linear/bn"
+ top: "conv2_2/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 96
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv2_2/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv2_2/expand"
+ top: "conv2_2/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv2_2/expand/scale"
+ type: "Scale"
+ bottom: "conv2_2/expand/bn"
+ top: "conv2_2/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu2_2/expand"
+ type: "ReLU"
+ bottom: "conv2_2/expand/bn"
+ top: "conv2_2/expand/bn"
+}
+layer {
+ name: "conv2_2/dwise"
+ type: "Convolution"
+ bottom: "conv2_2/expand/bn"
+ top: "conv2_2/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 96
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 96
+ stride: 2
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv2_2/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv2_2/dwise"
+ top: "conv2_2/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv2_2/dwise/scale"
+ type: "Scale"
+ bottom: "conv2_2/dwise/bn"
+ top: "conv2_2/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu2_2/dwise"
+ type: "ReLU"
+ bottom: "conv2_2/dwise/bn"
+ top: "conv2_2/dwise/bn"
+}
+layer {
+ name: "conv2_2/linear"
+ type: "Convolution"
+ bottom: "conv2_2/dwise/bn"
+ top: "conv2_2/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 24
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv2_2/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv2_2/linear"
+ top: "conv2_2/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv2_2/linear/scale"
+ type: "Scale"
+ bottom: "conv2_2/linear/bn"
+ top: "conv2_2/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "conv3_1/expand"
+ type: "Convolution"
+ bottom: "conv2_2/linear/bn"
+ top: "conv3_1/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 144
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv3_1/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv3_1/expand"
+ top: "conv3_1/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv3_1/expand/scale"
+ type: "Scale"
+ bottom: "conv3_1/expand/bn"
+ top: "conv3_1/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu3_1/expand"
+ type: "ReLU"
+ bottom: "conv3_1/expand/bn"
+ top: "conv3_1/expand/bn"
+}
+layer {
+ name: "conv3_1/dwise"
+ type: "Convolution"
+ bottom: "conv3_1/expand/bn"
+ top: "conv3_1/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 144
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 144
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv3_1/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv3_1/dwise"
+ top: "conv3_1/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv3_1/dwise/scale"
+ type: "Scale"
+ bottom: "conv3_1/dwise/bn"
+ top: "conv3_1/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu3_1/dwise"
+ type: "ReLU"
+ bottom: "conv3_1/dwise/bn"
+ top: "conv3_1/dwise/bn"
+}
+layer {
+ name: "conv3_1/linear"
+ type: "Convolution"
+ bottom: "conv3_1/dwise/bn"
+ top: "conv3_1/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 24
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv3_1/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv3_1/linear"
+ top: "conv3_1/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv3_1/linear/scale"
+ type: "Scale"
+ bottom: "conv3_1/linear/bn"
+ top: "conv3_1/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "block_3_1"
+ type: "Eltwise"
+ bottom: "conv2_2/linear/bn"
+ bottom: "conv3_1/linear/bn"
+ top: "block_3_1"
+}
+layer {
+ name: "conv3_2/expand"
+ type: "Convolution"
+ bottom: "block_3_1"
+ top: "conv3_2/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 144
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv3_2/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv3_2/expand"
+ top: "conv3_2/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv3_2/expand/scale"
+ type: "Scale"
+ bottom: "conv3_2/expand/bn"
+ top: "conv3_2/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu3_2/expand"
+ type: "ReLU"
+ bottom: "conv3_2/expand/bn"
+ top: "conv3_2/expand/bn"
+}
+layer {
+ name: "conv3_2/dwise"
+ type: "Convolution"
+ bottom: "conv3_2/expand/bn"
+ top: "conv3_2/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 144
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 144
+ stride: 2
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv3_2/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv3_2/dwise"
+ top: "conv3_2/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv3_2/dwise/scale"
+ type: "Scale"
+ bottom: "conv3_2/dwise/bn"
+ top: "conv3_2/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu3_2/dwise"
+ type: "ReLU"
+ bottom: "conv3_2/dwise/bn"
+ top: "conv3_2/dwise/bn"
+}
+layer {
+ name: "conv3_2/linear"
+ type: "Convolution"
+ bottom: "conv3_2/dwise/bn"
+ top: "conv3_2/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv3_2/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv3_2/linear"
+ top: "conv3_2/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv3_2/linear/scale"
+ type: "Scale"
+ bottom: "conv3_2/linear/bn"
+ top: "conv3_2/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "conv4_1/expand"
+ type: "Convolution"
+ bottom: "conv3_2/linear/bn"
+ top: "conv4_1/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_1/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv4_1/expand"
+ top: "conv4_1/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_1/expand/scale"
+ type: "Scale"
+ bottom: "conv4_1/expand/bn"
+ top: "conv4_1/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_1/expand"
+ type: "ReLU"
+ bottom: "conv4_1/expand/bn"
+ top: "conv4_1/expand/bn"
+}
+layer {
+ name: "conv4_1/dwise"
+ type: "Convolution"
+ bottom: "conv4_1/expand/bn"
+ top: "conv4_1/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 192
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_1/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv4_1/dwise"
+ top: "conv4_1/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_1/dwise/scale"
+ type: "Scale"
+ bottom: "conv4_1/dwise/bn"
+ top: "conv4_1/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_1/dwise"
+ type: "ReLU"
+ bottom: "conv4_1/dwise/bn"
+ top: "conv4_1/dwise/bn"
+}
+layer {
+ name: "conv4_1/linear"
+ type: "Convolution"
+ bottom: "conv4_1/dwise/bn"
+ top: "conv4_1/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_1/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv4_1/linear"
+ top: "conv4_1/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_1/linear/scale"
+ type: "Scale"
+ bottom: "conv4_1/linear/bn"
+ top: "conv4_1/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "block_4_1"
+ type: "Eltwise"
+ bottom: "conv3_2/linear/bn"
+ bottom: "conv4_1/linear/bn"
+ top: "block_4_1"
+}
+layer {
+ name: "conv4_2/expand"
+ type: "Convolution"
+ bottom: "block_4_1"
+ top: "conv4_2/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_2/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv4_2/expand"
+ top: "conv4_2/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_2/expand/scale"
+ type: "Scale"
+ bottom: "conv4_2/expand/bn"
+ top: "conv4_2/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_2/expand"
+ type: "ReLU"
+ bottom: "conv4_2/expand/bn"
+ top: "conv4_2/expand/bn"
+}
+layer {
+ name: "conv4_2/dwise"
+ type: "Convolution"
+ bottom: "conv4_2/expand/bn"
+ top: "conv4_2/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 192
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_2/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv4_2/dwise"
+ top: "conv4_2/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_2/dwise/scale"
+ type: "Scale"
+ bottom: "conv4_2/dwise/bn"
+ top: "conv4_2/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_2/dwise"
+ type: "ReLU"
+ bottom: "conv4_2/dwise/bn"
+ top: "conv4_2/dwise/bn"
+}
+layer {
+ name: "conv4_2/linear"
+ type: "Convolution"
+ bottom: "conv4_2/dwise/bn"
+ top: "conv4_2/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_2/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv4_2/linear"
+ top: "conv4_2/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_2/linear/scale"
+ type: "Scale"
+ bottom: "conv4_2/linear/bn"
+ top: "conv4_2/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "block_4_2"
+ type: "Eltwise"
+ bottom: "block_4_1"
+ bottom: "conv4_2/linear/bn"
+ top: "block_4_2"
+}
+layer {
+ name: "conv4_3/expand"
+ type: "Convolution"
+ bottom: "block_4_2"
+ top: "conv4_3/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_3/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv4_3/expand"
+ top: "conv4_3/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_3/expand/scale"
+ type: "Scale"
+ bottom: "conv4_3/expand/bn"
+ top: "conv4_3/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_3/expand"
+ type: "ReLU"
+ bottom: "conv4_3/expand/bn"
+ top: "conv4_3/expand/bn"
+}
+layer {
+ name: "conv4_3/dwise"
+ type: "Convolution"
+ bottom: "conv4_3/expand/bn"
+ top: "conv4_3/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 192
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_3/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv4_3/dwise"
+ top: "conv4_3/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_3/dwise/scale"
+ type: "Scale"
+ bottom: "conv4_3/dwise/bn"
+ top: "conv4_3/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_3/dwise"
+ type: "ReLU"
+ bottom: "conv4_3/dwise/bn"
+ top: "conv4_3/dwise/bn"
+}
+layer {
+ name: "conv4_3/linear"
+ type: "Convolution"
+ bottom: "conv4_3/dwise/bn"
+ top: "conv4_3/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_3/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv4_3/linear"
+ top: "conv4_3/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_3/linear/scale"
+ type: "Scale"
+ bottom: "conv4_3/linear/bn"
+ top: "conv4_3/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "conv4_4/expand"
+ type: "Convolution"
+ bottom: "conv4_3/linear/bn"
+ top: "conv4_4/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_4/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv4_4/expand"
+ top: "conv4_4/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_4/expand/scale"
+ type: "Scale"
+ bottom: "conv4_4/expand/bn"
+ top: "conv4_4/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_4/expand"
+ type: "ReLU"
+ bottom: "conv4_4/expand/bn"
+ top: "conv4_4/expand/bn"
+}
+layer {
+ name: "conv4_4/dwise"
+ type: "Convolution"
+ bottom: "conv4_4/expand/bn"
+ top: "conv4_4/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 384
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_4/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv4_4/dwise"
+ top: "conv4_4/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_4/dwise/scale"
+ type: "Scale"
+ bottom: "conv4_4/dwise/bn"
+ top: "conv4_4/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_4/dwise"
+ type: "ReLU"
+ bottom: "conv4_4/dwise/bn"
+ top: "conv4_4/dwise/bn"
+}
+layer {
+ name: "conv4_4/linear"
+ type: "Convolution"
+ bottom: "conv4_4/dwise/bn"
+ top: "conv4_4/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_4/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv4_4/linear"
+ top: "conv4_4/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_4/linear/scale"
+ type: "Scale"
+ bottom: "conv4_4/linear/bn"
+ top: "conv4_4/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "block_4_4"
+ type: "Eltwise"
+ bottom: "conv4_3/linear/bn"
+ bottom: "conv4_4/linear/bn"
+ top: "block_4_4"
+}
+layer {
+ name: "conv4_5/expand"
+ type: "Convolution"
+ bottom: "block_4_4"
+ top: "conv4_5/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_5/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv4_5/expand"
+ top: "conv4_5/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_5/expand/scale"
+ type: "Scale"
+ bottom: "conv4_5/expand/bn"
+ top: "conv4_5/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_5/expand"
+ type: "ReLU"
+ bottom: "conv4_5/expand/bn"
+ top: "conv4_5/expand/bn"
+}
+layer {
+ name: "conv4_5/dwise"
+ type: "Convolution"
+ bottom: "conv4_5/expand/bn"
+ top: "conv4_5/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 384
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_5/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv4_5/dwise"
+ top: "conv4_5/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_5/dwise/scale"
+ type: "Scale"
+ bottom: "conv4_5/dwise/bn"
+ top: "conv4_5/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_5/dwise"
+ type: "ReLU"
+ bottom: "conv4_5/dwise/bn"
+ top: "conv4_5/dwise/bn"
+}
+layer {
+ name: "conv4_5/linear"
+ type: "Convolution"
+ bottom: "conv4_5/dwise/bn"
+ top: "conv4_5/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_5/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv4_5/linear"
+ top: "conv4_5/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_5/linear/scale"
+ type: "Scale"
+ bottom: "conv4_5/linear/bn"
+ top: "conv4_5/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "block_4_5"
+ type: "Eltwise"
+ bottom: "block_4_4"
+ bottom: "conv4_5/linear/bn"
+ top: "block_4_5"
+}
+layer {
+ name: "conv4_6/expand"
+ type: "Convolution"
+ bottom: "block_4_5"
+ top: "conv4_6/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_6/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv4_6/expand"
+ top: "conv4_6/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_6/expand/scale"
+ type: "Scale"
+ bottom: "conv4_6/expand/bn"
+ top: "conv4_6/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_6/expand"
+ type: "ReLU"
+ bottom: "conv4_6/expand/bn"
+ top: "conv4_6/expand/bn"
+}
+layer {
+ name: "conv4_6/dwise"
+ type: "Convolution"
+ bottom: "conv4_6/expand/bn"
+ top: "conv4_6/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 384
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_6/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv4_6/dwise"
+ top: "conv4_6/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_6/dwise/scale"
+ type: "Scale"
+ bottom: "conv4_6/dwise/bn"
+ top: "conv4_6/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_6/dwise"
+ type: "ReLU"
+ bottom: "conv4_6/dwise/bn"
+ top: "conv4_6/dwise/bn"
+}
+layer {
+ name: "conv4_6/linear"
+ type: "Convolution"
+ bottom: "conv4_6/dwise/bn"
+ top: "conv4_6/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_6/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv4_6/linear"
+ top: "conv4_6/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_6/linear/scale"
+ type: "Scale"
+ bottom: "conv4_6/linear/bn"
+ top: "conv4_6/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "block_4_6"
+ type: "Eltwise"
+ bottom: "block_4_5"
+ bottom: "conv4_6/linear/bn"
+ top: "block_4_6"
+}
+layer {
+ name: "conv4_7/expand"
+ type: "Convolution"
+ bottom: "block_4_6"
+ top: "conv4_7/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_7/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv4_7/expand"
+ top: "conv4_7/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_7/expand/scale"
+ type: "Scale"
+ bottom: "conv4_7/expand/bn"
+ top: "conv4_7/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_7/expand"
+ type: "ReLU"
+ bottom: "conv4_7/expand/bn"
+ top: "conv4_7/expand/bn"
+}
+layer {
+ name: "conv4_7/dwise"
+ type: "Convolution"
+ bottom: "conv4_7/expand/bn"
+ top: "conv4_7/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 384
+ stride: 2
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_7/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv4_7/dwise"
+ top: "conv4_7/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_7/dwise/scale"
+ type: "Scale"
+ bottom: "conv4_7/dwise/bn"
+ top: "conv4_7/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_7/dwise"
+ type: "ReLU"
+ bottom: "conv4_7/dwise/bn"
+ top: "conv4_7/dwise/bn"
+}
+layer {
+ name: "conv4_7/linear"
+ type: "Convolution"
+ bottom: "conv4_7/dwise/bn"
+ top: "conv4_7/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 96
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_7/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv4_7/linear"
+ top: "conv4_7/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_7/linear/scale"
+ type: "Scale"
+ bottom: "conv4_7/linear/bn"
+ top: "conv4_7/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "conv5_1/expand"
+ type: "Convolution"
+ bottom: "conv4_7/linear/bn"
+ top: "conv5_1/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 576
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv5_1/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv5_1/expand"
+ top: "conv5_1/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv5_1/expand/scale"
+ type: "Scale"
+ bottom: "conv5_1/expand/bn"
+ top: "conv5_1/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu5_1/expand"
+ type: "ReLU"
+ bottom: "conv5_1/expand/bn"
+ top: "conv5_1/expand/bn"
+}
+layer {
+ name: "conv5_1/dwise"
+ type: "Convolution"
+ bottom: "conv5_1/expand/bn"
+ top: "conv5_1/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 576
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 576
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv5_1/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv5_1/dwise"
+ top: "conv5_1/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv5_1/dwise/scale"
+ type: "Scale"
+ bottom: "conv5_1/dwise/bn"
+ top: "conv5_1/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu5_1/dwise"
+ type: "ReLU"
+ bottom: "conv5_1/dwise/bn"
+ top: "conv5_1/dwise/bn"
+}
+layer {
+ name: "conv5_1/linear"
+ type: "Convolution"
+ bottom: "conv5_1/dwise/bn"
+ top: "conv5_1/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 96
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv5_1/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv5_1/linear"
+ top: "conv5_1/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv5_1/linear/scale"
+ type: "Scale"
+ bottom: "conv5_1/linear/bn"
+ top: "conv5_1/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "block_5_1"
+ type: "Eltwise"
+ bottom: "conv4_7/linear/bn"
+ bottom: "conv5_1/linear/bn"
+ top: "block_5_1"
+}
+layer {
+ name: "conv5_2/expand"
+ type: "Convolution"
+ bottom: "block_5_1"
+ top: "conv5_2/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 576
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv5_2/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv5_2/expand"
+ top: "conv5_2/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv5_2/expand/scale"
+ type: "Scale"
+ bottom: "conv5_2/expand/bn"
+ top: "conv5_2/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu5_2/expand"
+ type: "ReLU"
+ bottom: "conv5_2/expand/bn"
+ top: "conv5_2/expand/bn"
+}
+layer {
+ name: "conv5_2/dwise"
+ type: "Convolution"
+ bottom: "conv5_2/expand/bn"
+ top: "conv5_2/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 576
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 576
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv5_2/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv5_2/dwise"
+ top: "conv5_2/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv5_2/dwise/scale"
+ type: "Scale"
+ bottom: "conv5_2/dwise/bn"
+ top: "conv5_2/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu5_2/dwise"
+ type: "ReLU"
+ bottom: "conv5_2/dwise/bn"
+ top: "conv5_2/dwise/bn"
+}
+layer {
+ name: "conv5_2/linear"
+ type: "Convolution"
+ bottom: "conv5_2/dwise/bn"
+ top: "conv5_2/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 96
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv5_2/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv5_2/linear"
+ top: "conv5_2/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv5_2/linear/scale"
+ type: "Scale"
+ bottom: "conv5_2/linear/bn"
+ top: "conv5_2/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "block_5_2"
+ type: "Eltwise"
+ bottom: "block_5_1"
+ bottom: "conv5_2/linear/bn"
+ top: "block_5_2"
+}
+layer {
+ name: "conv5_3/expand"
+ type: "Convolution"
+ bottom: "block_5_2"
+ top: "conv5_3/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 576
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv5_3/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv5_3/expand"
+ top: "conv5_3/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv5_3/expand/scale"
+ type: "Scale"
+ bottom: "conv5_3/expand/bn"
+ top: "conv5_3/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu5_3/expand"
+ type: "ReLU"
+ bottom: "conv5_3/expand/bn"
+ top: "conv5_3/expand/bn"
+}
+layer {
+ name: "conv5_3/dwise"
+ type: "Convolution"
+ bottom: "conv5_3/expand/bn"
+ top: "conv5_3/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 576
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 576
+ stride: 2
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv5_3/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv5_3/dwise"
+ top: "conv5_3/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv5_3/dwise/scale"
+ type: "Scale"
+ bottom: "conv5_3/dwise/bn"
+ top: "conv5_3/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu5_3/dwise"
+ type: "ReLU"
+ bottom: "conv5_3/dwise/bn"
+ top: "conv5_3/dwise/bn"
+}
+layer {
+ name: "conv5_3/linear"
+ type: "Convolution"
+ bottom: "conv5_3/dwise/bn"
+ top: "conv5_3/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 160
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv5_3/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv5_3/linear"
+ top: "conv5_3/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv5_3/linear/scale"
+ type: "Scale"
+ bottom: "conv5_3/linear/bn"
+ top: "conv5_3/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "conv6_1/expand"
+ type: "Convolution"
+ bottom: "conv5_3/linear/bn"
+ top: "conv6_1/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 960
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6_1/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv6_1/expand"
+ top: "conv6_1/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv6_1/expand/scale"
+ type: "Scale"
+ bottom: "conv6_1/expand/bn"
+ top: "conv6_1/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu6_1/expand"
+ type: "ReLU"
+ bottom: "conv6_1/expand/bn"
+ top: "conv6_1/expand/bn"
+}
+layer {
+ name: "conv6_1/dwise"
+ type: "Convolution"
+ bottom: "conv6_1/expand/bn"
+ top: "conv6_1/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 960
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 960
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6_1/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv6_1/dwise"
+ top: "conv6_1/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv6_1/dwise/scale"
+ type: "Scale"
+ bottom: "conv6_1/dwise/bn"
+ top: "conv6_1/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu6_1/dwise"
+ type: "ReLU"
+ bottom: "conv6_1/dwise/bn"
+ top: "conv6_1/dwise/bn"
+}
+layer {
+ name: "conv6_1/linear"
+ type: "Convolution"
+ bottom: "conv6_1/dwise/bn"
+ top: "conv6_1/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 160
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6_1/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv6_1/linear"
+ top: "conv6_1/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv6_1/linear/scale"
+ type: "Scale"
+ bottom: "conv6_1/linear/bn"
+ top: "conv6_1/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "block_6_1"
+ type: "Eltwise"
+ bottom: "conv5_3/linear/bn"
+ bottom: "conv6_1/linear/bn"
+ top: "block_6_1"
+}
+layer {
+ name: "conv6_2/expand"
+ type: "Convolution"
+ bottom: "block_6_1"
+ top: "conv6_2/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 960
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6_2/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv6_2/expand"
+ top: "conv6_2/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv6_2/expand/scale"
+ type: "Scale"
+ bottom: "conv6_2/expand/bn"
+ top: "conv6_2/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu6_2/expand"
+ type: "ReLU"
+ bottom: "conv6_2/expand/bn"
+ top: "conv6_2/expand/bn"
+}
+layer {
+ name: "conv6_2/dwise"
+ type: "Convolution"
+ bottom: "conv6_2/expand/bn"
+ top: "conv6_2/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 960
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 960
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6_2/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv6_2/dwise"
+ top: "conv6_2/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv6_2/dwise/scale"
+ type: "Scale"
+ bottom: "conv6_2/dwise/bn"
+ top: "conv6_2/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu6_2/dwise"
+ type: "ReLU"
+ bottom: "conv6_2/dwise/bn"
+ top: "conv6_2/dwise/bn"
+}
+layer {
+ name: "conv6_2/linear"
+ type: "Convolution"
+ bottom: "conv6_2/dwise/bn"
+ top: "conv6_2/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 160
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6_2/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv6_2/linear"
+ top: "conv6_2/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv6_2/linear/scale"
+ type: "Scale"
+ bottom: "conv6_2/linear/bn"
+ top: "conv6_2/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "block_6_2"
+ type: "Eltwise"
+ bottom: "block_6_1"
+ bottom: "conv6_2/linear/bn"
+ top: "block_6_2"
+}
+layer {
+ name: "conv6_3/expand"
+ type: "Convolution"
+ bottom: "block_6_2"
+ top: "conv6_3/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 960
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6_3/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv6_3/expand"
+ top: "conv6_3/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv6_3/expand/scale"
+ type: "Scale"
+ bottom: "conv6_3/expand/bn"
+ top: "conv6_3/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu6_3/expand"
+ type: "ReLU"
+ bottom: "conv6_3/expand/bn"
+ top: "conv6_3/expand/bn"
+}
+layer {
+ name: "conv6_3/dwise"
+ type: "Convolution"
+ bottom: "conv6_3/expand/bn"
+ top: "conv6_3/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 960
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 960
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6_3/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv6_3/dwise"
+ top: "conv6_3/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv6_3/dwise/scale"
+ type: "Scale"
+ bottom: "conv6_3/dwise/bn"
+ top: "conv6_3/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu6_3/dwise"
+ type: "ReLU"
+ bottom: "conv6_3/dwise/bn"
+ top: "conv6_3/dwise/bn"
+}
+layer {
+ name: "conv6_3/linear"
+ type: "Convolution"
+ bottom: "conv6_3/dwise/bn"
+ top: "conv6_3/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 320
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6_3/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv6_3/linear"
+ top: "conv6_3/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv6_3/linear/scale"
+ type: "Scale"
+ bottom: "conv6_3/linear/bn"
+ top: "conv6_3/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "conv6_4"
+ type: "Convolution"
+ bottom: "conv6_3/linear/bn"
+ top: "conv6_4"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 1280
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6_4/bn"
+ type: "BatchNorm"
+ bottom: "conv6_4"
+ top: "conv6_4/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv6_4/scale"
+ type: "Scale"
+ bottom: "conv6_4/bn"
+ top: "conv6_4/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu6_4"
+ type: "ReLU"
+ bottom: "conv6_4/bn"
+ top: "conv6_4/bn"
+}
+layer {
+ name: "pool6"
+ type: "Pooling"
+ bottom: "conv6_4/bn"
+ top: "pool6"
+ pooling_param {
+ pool: AVE
+ global_pooling: true
+ }
+}
+layer {
+ name: "fc7"
+ type: "Convolution"
+ bottom: "pool6"
+ top: "fc7"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 1000
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "prob"
+ type: "Softmax"
+ bottom: "fc7"
+ top: "prob"
+}
+
diff --git a/models/intel_optimized_models/benchmark/resnet_50/deploy.prototxt b/models/intel_optimized_models/benchmark/resnet_50/deploy.prototxt
new file mode 100644
index 000000000..1fd156d98
--- /dev/null
+++ b/models/intel_optimized_models/benchmark/resnet_50/deploy.prototxt
@@ -0,0 +1,3009 @@
+name: "ResNet-50"
+layer {
+ name: "data"
+ type: "DummyData"
+ top: "data"
+ dummy_data_param {
+ shape: { dim: 50 dim: 3 dim: 224 dim: 224 }
+ data_filler {
+ type: "constant"
+ value: 0.01
+ }
+ }
+}
+
+
+layer {
+ bottom: "data"
+ top: "conv1"
+ name: "conv1"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 64
+ kernel_size: 7
+ pad: 3
+ stride: 2
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "conv1"
+ top: "conv1"
+ name: "bn_conv1"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "conv1"
+ top: "conv1"
+ name: "scale_conv1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "conv1"
+ top: "conv1"
+ name: "conv1_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "conv1"
+ top: "pool1"
+ name: "pool1"
+ type: "Pooling"
+ pooling_param {
+
+ kernel_size: 3
+ stride: 2
+ pool: MAX
+ }
+}
+
+layer {
+ bottom: "pool1"
+ top: "res2a_branch1"
+ name: "res2a_branch1"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res2a_branch1"
+ top: "res2a_branch1"
+ name: "bn2a_branch1"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res2a_branch1"
+ top: "res2a_branch1"
+ name: "scale2a_branch1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "pool1"
+ top: "res2a_branch2a"
+ name: "res2a_branch2a"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 64
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res2a_branch2a"
+ top: "res2a_branch2a"
+ name: "bn2a_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res2a_branch2a"
+ top: "res2a_branch2a"
+ name: "scale2a_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res2a_branch2a"
+ top: "res2a_branch2a"
+ name: "res2a_branch2a_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res2a_branch2a"
+ top: "res2a_branch2b"
+ name: "res2a_branch2b"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 64
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res2a_branch2b"
+ top: "res2a_branch2b"
+ name: "bn2a_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res2a_branch2b"
+ top: "res2a_branch2b"
+ name: "scale2a_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res2a_branch2b"
+ top: "res2a_branch2b"
+ name: "res2a_branch2b_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res2a_branch2b"
+ top: "res2a_branch2c"
+ name: "res2a_branch2c"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res2a_branch2c"
+ top: "res2a_branch2c"
+ name: "bn2a_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res2a_branch2c"
+ top: "res2a_branch2c"
+ name: "scale2a_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res2a_branch1"
+ bottom: "res2a_branch2c"
+ top: "res2a"
+ name: "res2a"
+ type: "Eltwise"
+ eltwise_param {
+
+ }
+}
+
+layer {
+ bottom: "res2a"
+ top: "res2a"
+ name: "res2a_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res2a"
+ top: "res2b_branch2a"
+ name: "res2b_branch2a"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 64
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res2b_branch2a"
+ top: "res2b_branch2a"
+ name: "bn2b_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res2b_branch2a"
+ top: "res2b_branch2a"
+ name: "scale2b_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res2b_branch2a"
+ top: "res2b_branch2a"
+ name: "res2b_branch2a_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res2b_branch2a"
+ top: "res2b_branch2b"
+ name: "res2b_branch2b"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 64
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res2b_branch2b"
+ top: "res2b_branch2b"
+ name: "bn2b_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res2b_branch2b"
+ top: "res2b_branch2b"
+ name: "scale2b_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res2b_branch2b"
+ top: "res2b_branch2b"
+ name: "res2b_branch2b_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res2b_branch2b"
+ top: "res2b_branch2c"
+ name: "res2b_branch2c"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res2b_branch2c"
+ top: "res2b_branch2c"
+ name: "bn2b_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res2b_branch2c"
+ top: "res2b_branch2c"
+ name: "scale2b_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res2a"
+ bottom: "res2b_branch2c"
+ top: "res2b"
+ name: "res2b"
+ type: "Eltwise"
+ eltwise_param {
+
+ }
+}
+
+layer {
+ bottom: "res2b"
+ top: "res2b"
+ name: "res2b_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res2b"
+ top: "res2c_branch2a"
+ name: "res2c_branch2a"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 64
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res2c_branch2a"
+ top: "res2c_branch2a"
+ name: "bn2c_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res2c_branch2a"
+ top: "res2c_branch2a"
+ name: "scale2c_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res2c_branch2a"
+ top: "res2c_branch2a"
+ name: "res2c_branch2a_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res2c_branch2a"
+ top: "res2c_branch2b"
+ name: "res2c_branch2b"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 64
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res2c_branch2b"
+ top: "res2c_branch2b"
+ name: "bn2c_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res2c_branch2b"
+ top: "res2c_branch2b"
+ name: "scale2c_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res2c_branch2b"
+ top: "res2c_branch2b"
+ name: "res2c_branch2b_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res2c_branch2b"
+ top: "res2c_branch2c"
+ name: "res2c_branch2c"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res2c_branch2c"
+ top: "res2c_branch2c"
+ name: "bn2c_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res2c_branch2c"
+ top: "res2c_branch2c"
+ name: "scale2c_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res2b"
+ bottom: "res2c_branch2c"
+ top: "res2c"
+ name: "res2c"
+ type: "Eltwise"
+ eltwise_param {
+
+ }
+}
+
+layer {
+ bottom: "res2c"
+ top: "res2c"
+ name: "res2c_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res2c"
+ top: "res3a_branch1"
+ name: "res3a_branch1"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 512
+ kernel_size: 1
+ pad: 0
+ stride: 2
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res3a_branch1"
+ top: "res3a_branch1"
+ name: "bn3a_branch1"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res3a_branch1"
+ top: "res3a_branch1"
+ name: "scale3a_branch1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res2c"
+ top: "res3a_branch2a"
+ name: "res3a_branch2a"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 128
+ kernel_size: 1
+ pad: 0
+ stride: 2
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res3a_branch2a"
+ top: "res3a_branch2a"
+ name: "bn3a_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res3a_branch2a"
+ top: "res3a_branch2a"
+ name: "scale3a_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res3a_branch2a"
+ top: "res3a_branch2a"
+ name: "res3a_branch2a_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res3a_branch2a"
+ top: "res3a_branch2b"
+ name: "res3a_branch2b"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 128
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res3a_branch2b"
+ top: "res3a_branch2b"
+ name: "bn3a_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res3a_branch2b"
+ top: "res3a_branch2b"
+ name: "scale3a_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res3a_branch2b"
+ top: "res3a_branch2b"
+ name: "res3a_branch2b_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res3a_branch2b"
+ top: "res3a_branch2c"
+ name: "res3a_branch2c"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 512
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res3a_branch2c"
+ top: "res3a_branch2c"
+ name: "bn3a_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res3a_branch2c"
+ top: "res3a_branch2c"
+ name: "scale3a_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res3a_branch1"
+ bottom: "res3a_branch2c"
+ top: "res3a"
+ name: "res3a"
+ type: "Eltwise"
+ eltwise_param {
+
+ }
+}
+
+layer {
+ bottom: "res3a"
+ top: "res3a"
+ name: "res3a_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res3a"
+ top: "res3b_branch2a"
+ name: "res3b_branch2a"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 128
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res3b_branch2a"
+ top: "res3b_branch2a"
+ name: "bn3b_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res3b_branch2a"
+ top: "res3b_branch2a"
+ name: "scale3b_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res3b_branch2a"
+ top: "res3b_branch2a"
+ name: "res3b_branch2a_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res3b_branch2a"
+ top: "res3b_branch2b"
+ name: "res3b_branch2b"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 128
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res3b_branch2b"
+ top: "res3b_branch2b"
+ name: "bn3b_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res3b_branch2b"
+ top: "res3b_branch2b"
+ name: "scale3b_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res3b_branch2b"
+ top: "res3b_branch2b"
+ name: "res3b_branch2b_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res3b_branch2b"
+ top: "res3b_branch2c"
+ name: "res3b_branch2c"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 512
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res3b_branch2c"
+ top: "res3b_branch2c"
+ name: "bn3b_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res3b_branch2c"
+ top: "res3b_branch2c"
+ name: "scale3b_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res3a"
+ bottom: "res3b_branch2c"
+ top: "res3b"
+ name: "res3b"
+ type: "Eltwise"
+ eltwise_param {
+
+ }
+}
+
+layer {
+ bottom: "res3b"
+ top: "res3b"
+ name: "res3b_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res3b"
+ top: "res3c_branch2a"
+ name: "res3c_branch2a"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 128
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res3c_branch2a"
+ top: "res3c_branch2a"
+ name: "bn3c_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res3c_branch2a"
+ top: "res3c_branch2a"
+ name: "scale3c_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res3c_branch2a"
+ top: "res3c_branch2a"
+ name: "res3c_branch2a_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res3c_branch2a"
+ top: "res3c_branch2b"
+ name: "res3c_branch2b"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 128
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res3c_branch2b"
+ top: "res3c_branch2b"
+ name: "bn3c_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res3c_branch2b"
+ top: "res3c_branch2b"
+ name: "scale3c_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res3c_branch2b"
+ top: "res3c_branch2b"
+ name: "res3c_branch2b_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res3c_branch2b"
+ top: "res3c_branch2c"
+ name: "res3c_branch2c"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 512
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res3c_branch2c"
+ top: "res3c_branch2c"
+ name: "bn3c_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res3c_branch2c"
+ top: "res3c_branch2c"
+ name: "scale3c_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res3b"
+ bottom: "res3c_branch2c"
+ top: "res3c"
+ name: "res3c"
+ type: "Eltwise"
+ eltwise_param {
+
+ }
+}
+
+layer {
+ bottom: "res3c"
+ top: "res3c"
+ name: "res3c_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res3c"
+ top: "res3d_branch2a"
+ name: "res3d_branch2a"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 128
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res3d_branch2a"
+ top: "res3d_branch2a"
+ name: "bn3d_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res3d_branch2a"
+ top: "res3d_branch2a"
+ name: "scale3d_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res3d_branch2a"
+ top: "res3d_branch2a"
+ name: "res3d_branch2a_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res3d_branch2a"
+ top: "res3d_branch2b"
+ name: "res3d_branch2b"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 128
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res3d_branch2b"
+ top: "res3d_branch2b"
+ name: "bn3d_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res3d_branch2b"
+ top: "res3d_branch2b"
+ name: "scale3d_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res3d_branch2b"
+ top: "res3d_branch2b"
+ name: "res3d_branch2b_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res3d_branch2b"
+ top: "res3d_branch2c"
+ name: "res3d_branch2c"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 512
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res3d_branch2c"
+ top: "res3d_branch2c"
+ name: "bn3d_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res3d_branch2c"
+ top: "res3d_branch2c"
+ name: "scale3d_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res3c"
+ bottom: "res3d_branch2c"
+ top: "res3d"
+ name: "res3d"
+ type: "Eltwise"
+ eltwise_param {
+
+ }
+}
+
+layer {
+ bottom: "res3d"
+ top: "res3d"
+ name: "res3d_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res3d"
+ top: "res4a_branch1"
+ name: "res4a_branch1"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 2
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res4a_branch1"
+ top: "res4a_branch1"
+ name: "bn4a_branch1"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res4a_branch1"
+ top: "res4a_branch1"
+ name: "scale4a_branch1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res3d"
+ top: "res4a_branch2a"
+ name: "res4a_branch2a"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 2
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res4a_branch2a"
+ top: "res4a_branch2a"
+ name: "bn4a_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res4a_branch2a"
+ top: "res4a_branch2a"
+ name: "scale4a_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res4a_branch2a"
+ top: "res4a_branch2a"
+ name: "res4a_branch2a_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res4a_branch2a"
+ top: "res4a_branch2b"
+ name: "res4a_branch2b"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res4a_branch2b"
+ top: "res4a_branch2b"
+ name: "bn4a_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res4a_branch2b"
+ top: "res4a_branch2b"
+ name: "scale4a_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res4a_branch2b"
+ top: "res4a_branch2b"
+ name: "res4a_branch2b_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res4a_branch2b"
+ top: "res4a_branch2c"
+ name: "res4a_branch2c"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res4a_branch2c"
+ top: "res4a_branch2c"
+ name: "bn4a_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res4a_branch2c"
+ top: "res4a_branch2c"
+ name: "scale4a_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res4a_branch1"
+ bottom: "res4a_branch2c"
+ top: "res4a"
+ name: "res4a"
+ type: "Eltwise"
+ eltwise_param {
+
+ }
+}
+
+layer {
+ bottom: "res4a"
+ top: "res4a"
+ name: "res4a_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res4a"
+ top: "res4b_branch2a"
+ name: "res4b_branch2a"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res4b_branch2a"
+ top: "res4b_branch2a"
+ name: "bn4b_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res4b_branch2a"
+ top: "res4b_branch2a"
+ name: "scale4b_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res4b_branch2a"
+ top: "res4b_branch2a"
+ name: "res4b_branch2a_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res4b_branch2a"
+ top: "res4b_branch2b"
+ name: "res4b_branch2b"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res4b_branch2b"
+ top: "res4b_branch2b"
+ name: "bn4b_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res4b_branch2b"
+ top: "res4b_branch2b"
+ name: "scale4b_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res4b_branch2b"
+ top: "res4b_branch2b"
+ name: "res4b_branch2b_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res4b_branch2b"
+ top: "res4b_branch2c"
+ name: "res4b_branch2c"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res4b_branch2c"
+ top: "res4b_branch2c"
+ name: "bn4b_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res4b_branch2c"
+ top: "res4b_branch2c"
+ name: "scale4b_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res4a"
+ bottom: "res4b_branch2c"
+ top: "res4b"
+ name: "res4b"
+ type: "Eltwise"
+ eltwise_param {
+
+ }
+}
+
+layer {
+ bottom: "res4b"
+ top: "res4b"
+ name: "res4b_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res4b"
+ top: "res4c_branch2a"
+ name: "res4c_branch2a"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res4c_branch2a"
+ top: "res4c_branch2a"
+ name: "bn4c_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res4c_branch2a"
+ top: "res4c_branch2a"
+ name: "scale4c_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res4c_branch2a"
+ top: "res4c_branch2a"
+ name: "res4c_branch2a_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res4c_branch2a"
+ top: "res4c_branch2b"
+ name: "res4c_branch2b"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res4c_branch2b"
+ top: "res4c_branch2b"
+ name: "bn4c_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res4c_branch2b"
+ top: "res4c_branch2b"
+ name: "scale4c_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res4c_branch2b"
+ top: "res4c_branch2b"
+ name: "res4c_branch2b_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res4c_branch2b"
+ top: "res4c_branch2c"
+ name: "res4c_branch2c"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res4c_branch2c"
+ top: "res4c_branch2c"
+ name: "bn4c_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res4c_branch2c"
+ top: "res4c_branch2c"
+ name: "scale4c_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res4b"
+ bottom: "res4c_branch2c"
+ top: "res4c"
+ name: "res4c"
+ type: "Eltwise"
+ eltwise_param {
+
+ }
+}
+
+layer {
+ bottom: "res4c"
+ top: "res4c"
+ name: "res4c_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res4c"
+ top: "res4d_branch2a"
+ name: "res4d_branch2a"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res4d_branch2a"
+ top: "res4d_branch2a"
+ name: "bn4d_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res4d_branch2a"
+ top: "res4d_branch2a"
+ name: "scale4d_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res4d_branch2a"
+ top: "res4d_branch2a"
+ name: "res4d_branch2a_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res4d_branch2a"
+ top: "res4d_branch2b"
+ name: "res4d_branch2b"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res4d_branch2b"
+ top: "res4d_branch2b"
+ name: "bn4d_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res4d_branch2b"
+ top: "res4d_branch2b"
+ name: "scale4d_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res4d_branch2b"
+ top: "res4d_branch2b"
+ name: "res4d_branch2b_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res4d_branch2b"
+ top: "res4d_branch2c"
+ name: "res4d_branch2c"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res4d_branch2c"
+ top: "res4d_branch2c"
+ name: "bn4d_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res4d_branch2c"
+ top: "res4d_branch2c"
+ name: "scale4d_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res4c"
+ bottom: "res4d_branch2c"
+ top: "res4d"
+ name: "res4d"
+ type: "Eltwise"
+ eltwise_param {
+
+ }
+}
+
+layer {
+ bottom: "res4d"
+ top: "res4d"
+ name: "res4d_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res4d"
+ top: "res4e_branch2a"
+ name: "res4e_branch2a"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res4e_branch2a"
+ top: "res4e_branch2a"
+ name: "bn4e_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res4e_branch2a"
+ top: "res4e_branch2a"
+ name: "scale4e_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res4e_branch2a"
+ top: "res4e_branch2a"
+ name: "res4e_branch2a_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res4e_branch2a"
+ top: "res4e_branch2b"
+ name: "res4e_branch2b"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res4e_branch2b"
+ top: "res4e_branch2b"
+ name: "bn4e_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res4e_branch2b"
+ top: "res4e_branch2b"
+ name: "scale4e_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res4e_branch2b"
+ top: "res4e_branch2b"
+ name: "res4e_branch2b_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res4e_branch2b"
+ top: "res4e_branch2c"
+ name: "res4e_branch2c"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res4e_branch2c"
+ top: "res4e_branch2c"
+ name: "bn4e_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res4e_branch2c"
+ top: "res4e_branch2c"
+ name: "scale4e_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res4d"
+ bottom: "res4e_branch2c"
+ top: "res4e"
+ name: "res4e"
+ type: "Eltwise"
+ eltwise_param {
+
+ }
+}
+
+layer {
+ bottom: "res4e"
+ top: "res4e"
+ name: "res4e_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res4e"
+ top: "res4f_branch2a"
+ name: "res4f_branch2a"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res4f_branch2a"
+ top: "res4f_branch2a"
+ name: "bn4f_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res4f_branch2a"
+ top: "res4f_branch2a"
+ name: "scale4f_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res4f_branch2a"
+ top: "res4f_branch2a"
+ name: "res4f_branch2a_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res4f_branch2a"
+ top: "res4f_branch2b"
+ name: "res4f_branch2b"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res4f_branch2b"
+ top: "res4f_branch2b"
+ name: "bn4f_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res4f_branch2b"
+ top: "res4f_branch2b"
+ name: "scale4f_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res4f_branch2b"
+ top: "res4f_branch2b"
+ name: "res4f_branch2b_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res4f_branch2b"
+ top: "res4f_branch2c"
+ name: "res4f_branch2c"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res4f_branch2c"
+ top: "res4f_branch2c"
+ name: "bn4f_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res4f_branch2c"
+ top: "res4f_branch2c"
+ name: "scale4f_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res4e"
+ bottom: "res4f_branch2c"
+ top: "res4f"
+ name: "res4f"
+ type: "Eltwise"
+ eltwise_param {
+
+ }
+}
+
+layer {
+ bottom: "res4f"
+ top: "res4f"
+ name: "res4f_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res4f"
+ top: "res5a_branch1"
+ name: "res5a_branch1"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 2048
+ kernel_size: 1
+ pad: 0
+ stride: 2
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res5a_branch1"
+ top: "res5a_branch1"
+ name: "bn5a_branch1"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res5a_branch1"
+ top: "res5a_branch1"
+ name: "scale5a_branch1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res4f"
+ top: "res5a_branch2a"
+ name: "res5a_branch2a"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 512
+ kernel_size: 1
+ pad: 0
+ stride: 2
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res5a_branch2a"
+ top: "res5a_branch2a"
+ name: "bn5a_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res5a_branch2a"
+ top: "res5a_branch2a"
+ name: "scale5a_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res5a_branch2a"
+ top: "res5a_branch2a"
+ name: "res5a_branch2a_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res5a_branch2a"
+ top: "res5a_branch2b"
+ name: "res5a_branch2b"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 512
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res5a_branch2b"
+ top: "res5a_branch2b"
+ name: "bn5a_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res5a_branch2b"
+ top: "res5a_branch2b"
+ name: "scale5a_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res5a_branch2b"
+ top: "res5a_branch2b"
+ name: "res5a_branch2b_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res5a_branch2b"
+ top: "res5a_branch2c"
+ name: "res5a_branch2c"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 2048
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res5a_branch2c"
+ top: "res5a_branch2c"
+ name: "bn5a_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res5a_branch2c"
+ top: "res5a_branch2c"
+ name: "scale5a_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res5a_branch1"
+ bottom: "res5a_branch2c"
+ top: "res5a"
+ name: "res5a"
+ type: "Eltwise"
+ eltwise_param {
+
+ }
+}
+
+layer {
+ bottom: "res5a"
+ top: "res5a"
+ name: "res5a_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res5a"
+ top: "res5b_branch2a"
+ name: "res5b_branch2a"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 512
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res5b_branch2a"
+ top: "res5b_branch2a"
+ name: "bn5b_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res5b_branch2a"
+ top: "res5b_branch2a"
+ name: "scale5b_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res5b_branch2a"
+ top: "res5b_branch2a"
+ name: "res5b_branch2a_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res5b_branch2a"
+ top: "res5b_branch2b"
+ name: "res5b_branch2b"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 512
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res5b_branch2b"
+ top: "res5b_branch2b"
+ name: "bn5b_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res5b_branch2b"
+ top: "res5b_branch2b"
+ name: "scale5b_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res5b_branch2b"
+ top: "res5b_branch2b"
+ name: "res5b_branch2b_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res5b_branch2b"
+ top: "res5b_branch2c"
+ name: "res5b_branch2c"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 2048
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res5b_branch2c"
+ top: "res5b_branch2c"
+ name: "bn5b_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res5b_branch2c"
+ top: "res5b_branch2c"
+ name: "scale5b_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res5a"
+ bottom: "res5b_branch2c"
+ top: "res5b"
+ name: "res5b"
+ type: "Eltwise"
+ eltwise_param {
+
+ }
+}
+
+layer {
+ bottom: "res5b"
+ top: "res5b"
+ name: "res5b_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res5b"
+ top: "res5c_branch2a"
+ name: "res5c_branch2a"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 512
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res5c_branch2a"
+ top: "res5c_branch2a"
+ name: "bn5c_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res5c_branch2a"
+ top: "res5c_branch2a"
+ name: "scale5c_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res5c_branch2a"
+ top: "res5c_branch2a"
+ name: "res5c_branch2a_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res5c_branch2a"
+ top: "res5c_branch2b"
+ name: "res5c_branch2b"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 512
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res5c_branch2b"
+ top: "res5c_branch2b"
+ name: "bn5c_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res5c_branch2b"
+ top: "res5c_branch2b"
+ name: "scale5c_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res5c_branch2b"
+ top: "res5c_branch2b"
+ name: "res5c_branch2b_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res5c_branch2b"
+ top: "res5c_branch2c"
+ name: "res5c_branch2c"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 2048
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.2
+ }
+ }
+}
+
+layer {
+ bottom: "res5c_branch2c"
+ top: "res5c_branch2c"
+ name: "bn5c_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+
+
+ }
+}
+
+layer {
+ bottom: "res5c_branch2c"
+ top: "res5c_branch2c"
+ name: "scale5c_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ bottom: "res5b"
+ bottom: "res5c_branch2c"
+ top: "res5c"
+ name: "res5c"
+ type: "Eltwise"
+ eltwise_param {
+
+ }
+}
+
+layer {
+ bottom: "res5c"
+ top: "res5c"
+ name: "res5c_relu"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+layer {
+ bottom: "res5c"
+ top: "pool5"
+ name: "pool5"
+ type: "Pooling"
+ pooling_param {
+
+ kernel_size: 7
+ stride: 1
+ pool: AVE
+ }
+}
+
+layer {
+ bottom: "pool5"
+ top: "fc1000"
+ name: "fc1000"
+ type: "InnerProduct"
+ inner_product_param {
+ num_output: 1000
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+
+layer {
+ bottom: "fc1000"
+ top: "prob"
+ name: "prob"
+ type: "Softmax"
+}
+
diff --git a/models/intel_optimized_models/benchmark/resnext_50/deploy.prototxt b/models/intel_optimized_models/benchmark/resnext_50/deploy.prototxt
new file mode 100644
index 000000000..9be711c09
--- /dev/null
+++ b/models/intel_optimized_models/benchmark/resnext_50/deploy.prototxt
@@ -0,0 +1,2475 @@
+name: "ResNeXt-50"
+
+layer {
+ name: "data"
+ type: "Input"
+ top: "data"
+ input_param { shape: { dim: 1 dim: 3 dim: 224 dim: 224 } }
+}
+
+layer {
+ name: "bn_data"
+ type: "BatchNorm"
+ bottom: "data"
+ top: "data"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_bn_data"
+ bottom: "data"
+ top: "data"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "conv0"
+ type: "Convolution"
+ bottom: "data"
+ top: "conv0"
+ convolution_param {
+ num_output: 64
+ kernel_size: 7
+ stride: 2
+ pad: 3
+ bias_term: false
+ }
+}
+
+layer {
+ name: "bn0"
+ type: "BatchNorm"
+ bottom: "conv0"
+ top: "conv0"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_bn0"
+ bottom: "conv0"
+ top: "conv0"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "relu0"
+ type: "ReLU"
+ bottom: "conv0"
+ top: "conv0"
+}
+
+layer {
+ name: "pooling0"
+ type: "Pooling"
+ bottom: "conv0"
+ top: "pooling0"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 2
+ }
+}
+
+layer {
+ name: "stage1_unit1_conv1"
+ type: "Convolution"
+ bottom: "pooling0"
+ top: "stage1_unit1_conv1"
+ convolution_param {
+ num_output: 128
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage1_unit1_bn1"
+ type: "BatchNorm"
+ bottom: "stage1_unit1_conv1"
+ top: "stage1_unit1_conv1"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage1_unit1_bn1"
+ bottom: "stage1_unit1_conv1"
+ top: "stage1_unit1_conv1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage1_unit1_relu1"
+ type: "ReLU"
+ bottom: "stage1_unit1_conv1"
+ top: "stage1_unit1_conv1"
+}
+
+layer {
+ name: "stage1_unit1_conv2"
+ type: "Convolution"
+ bottom: "stage1_unit1_conv1"
+ top: "stage1_unit1_conv2"
+ convolution_param {
+ num_output: 128
+ kernel_size: 3
+ stride: 1
+ group: 32
+ pad: 1
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage1_unit1_bn2"
+ type: "BatchNorm"
+ bottom: "stage1_unit1_conv2"
+ top: "stage1_unit1_conv2"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage1_unit1_bn2"
+ bottom: "stage1_unit1_conv2"
+ top: "stage1_unit1_conv2"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage1_unit1_relu2"
+ type: "ReLU"
+ bottom: "stage1_unit1_conv2"
+ top: "stage1_unit1_conv2"
+}
+
+layer {
+ name: "stage1_unit1_conv3"
+ type: "Convolution"
+ bottom: "stage1_unit1_conv2"
+ top: "stage1_unit1_conv3"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage1_unit1_bn3"
+ type: "BatchNorm"
+ bottom: "stage1_unit1_conv3"
+ top: "stage1_unit1_conv3"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage1_unit1_bn3"
+ bottom: "stage1_unit1_conv3"
+ top: "stage1_unit1_conv3"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage1_unit1_sc"
+ type: "Convolution"
+ bottom: "pooling0"
+ top: "stage1_unit1_sc"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage1_unit1_sc_bn"
+ type: "BatchNorm"
+ bottom: "stage1_unit1_sc"
+ top: "stage1_unit1_sc"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage1_unit1_sc_bn"
+ bottom: "stage1_unit1_sc"
+ top: "stage1_unit1_sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage1_unit1_plus"
+ type: "Eltwise"
+ bottom: "stage1_unit1_sc"
+ bottom: "stage1_unit1_conv3"
+ top: "stage1_unit1_plus"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "stage1_unit1_relu"
+ type: "ReLU"
+ bottom: "stage1_unit1_plus"
+ top: "stage1_unit1_plus"
+}
+
+layer {
+ name: "stage1_unit2_conv1"
+ type: "Convolution"
+ bottom: "stage1_unit1_plus"
+ top: "stage1_unit2_conv1"
+ convolution_param {
+ num_output: 128
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage1_unit2_bn1"
+ type: "BatchNorm"
+ bottom: "stage1_unit2_conv1"
+ top: "stage1_unit2_conv1"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage1_unit2_bn1"
+ bottom: "stage1_unit2_conv1"
+ top: "stage1_unit2_conv1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage1_unit2_relu1"
+ type: "ReLU"
+ bottom: "stage1_unit2_conv1"
+ top: "stage1_unit2_conv1"
+}
+
+layer {
+ name: "stage1_unit2_conv2"
+ type: "Convolution"
+ bottom: "stage1_unit2_conv1"
+ top: "stage1_unit2_conv2"
+ convolution_param {
+ num_output: 128
+ kernel_size: 3
+ stride: 1
+ group: 32
+ pad: 1
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage1_unit2_bn2"
+ type: "BatchNorm"
+ bottom: "stage1_unit2_conv2"
+ top: "stage1_unit2_conv2"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage1_unit2_bn2"
+ bottom: "stage1_unit2_conv2"
+ top: "stage1_unit2_conv2"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage1_unit2_relu2"
+ type: "ReLU"
+ bottom: "stage1_unit2_conv2"
+ top: "stage1_unit2_conv2"
+}
+
+layer {
+ name: "stage1_unit2_conv3"
+ type: "Convolution"
+ bottom: "stage1_unit2_conv2"
+ top: "stage1_unit2_conv3"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage1_unit2_bn3"
+ type: "BatchNorm"
+ bottom: "stage1_unit2_conv3"
+ top: "stage1_unit2_conv3"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage1_unit2_bn3"
+ bottom: "stage1_unit2_conv3"
+ top: "stage1_unit2_conv3"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage1_unit2_plus"
+ type: "Eltwise"
+ bottom: "stage1_unit1_plus"
+ bottom: "stage1_unit2_conv3"
+ top: "stage1_unit2_plus"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "stage1_unit2_relu"
+ type: "ReLU"
+ bottom: "stage1_unit2_plus"
+ top: "stage1_unit2_plus"
+}
+
+layer {
+ name: "stage1_unit3_conv1"
+ type: "Convolution"
+ bottom: "stage1_unit2_plus"
+ top: "stage1_unit3_conv1"
+ convolution_param {
+ num_output: 128
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage1_unit3_bn1"
+ type: "BatchNorm"
+ bottom: "stage1_unit3_conv1"
+ top: "stage1_unit3_conv1"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage1_unit3_bn1"
+ bottom: "stage1_unit3_conv1"
+ top: "stage1_unit3_conv1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage1_unit3_relu1"
+ type: "ReLU"
+ bottom: "stage1_unit3_conv1"
+ top: "stage1_unit3_conv1"
+}
+
+layer {
+ name: "stage1_unit3_conv2"
+ type: "Convolution"
+ bottom: "stage1_unit3_conv1"
+ top: "stage1_unit3_conv2"
+ convolution_param {
+ num_output: 128
+ kernel_size: 3
+ stride: 1
+ group: 32
+ pad: 1
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage1_unit3_bn2"
+ type: "BatchNorm"
+ bottom: "stage1_unit3_conv2"
+ top: "stage1_unit3_conv2"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage1_unit3_bn2"
+ bottom: "stage1_unit3_conv2"
+ top: "stage1_unit3_conv2"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage1_unit3_relu2"
+ type: "ReLU"
+ bottom: "stage1_unit3_conv2"
+ top: "stage1_unit3_conv2"
+}
+
+layer {
+ name: "stage1_unit3_conv3"
+ type: "Convolution"
+ bottom: "stage1_unit3_conv2"
+ top: "stage1_unit3_conv3"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage1_unit3_bn3"
+ type: "BatchNorm"
+ bottom: "stage1_unit3_conv3"
+ top: "stage1_unit3_conv3"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage1_unit3_bn3"
+ bottom: "stage1_unit3_conv3"
+ top: "stage1_unit3_conv3"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage1_unit3_plus"
+ type: "Eltwise"
+ bottom: "stage1_unit2_plus"
+ bottom: "stage1_unit3_conv3"
+ top: "stage1_unit3_plus"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "stage1_unit3_relu"
+ type: "ReLU"
+ bottom: "stage1_unit3_plus"
+ top: "stage1_unit3_plus"
+}
+
+layer {
+ name: "stage2_unit1_conv1"
+ type: "Convolution"
+ bottom: "stage1_unit3_plus"
+ top: "stage2_unit1_conv1"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage2_unit1_bn1"
+ type: "BatchNorm"
+ bottom: "stage2_unit1_conv1"
+ top: "stage2_unit1_conv1"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage2_unit1_bn1"
+ bottom: "stage2_unit1_conv1"
+ top: "stage2_unit1_conv1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage2_unit1_relu1"
+ type: "ReLU"
+ bottom: "stage2_unit1_conv1"
+ top: "stage2_unit1_conv1"
+}
+
+layer {
+ name: "stage2_unit1_conv2"
+ type: "Convolution"
+ bottom: "stage2_unit1_conv1"
+ top: "stage2_unit1_conv2"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ stride: 2
+ group: 32
+ pad: 1
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage2_unit1_bn2"
+ type: "BatchNorm"
+ bottom: "stage2_unit1_conv2"
+ top: "stage2_unit1_conv2"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage2_unit1_bn2"
+ bottom: "stage2_unit1_conv2"
+ top: "stage2_unit1_conv2"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage2_unit1_relu2"
+ type: "ReLU"
+ bottom: "stage2_unit1_conv2"
+ top: "stage2_unit1_conv2"
+}
+
+layer {
+ name: "stage2_unit1_conv3"
+ type: "Convolution"
+ bottom: "stage2_unit1_conv2"
+ top: "stage2_unit1_conv3"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage2_unit1_bn3"
+ type: "BatchNorm"
+ bottom: "stage2_unit1_conv3"
+ top: "stage2_unit1_conv3"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage2_unit1_bn3"
+ bottom: "stage2_unit1_conv3"
+ top: "stage2_unit1_conv3"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage2_unit1_sc"
+ type: "Convolution"
+ bottom: "stage1_unit3_plus"
+ top: "stage2_unit1_sc"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ stride: 2
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage2_unit1_sc_bn"
+ type: "BatchNorm"
+ bottom: "stage2_unit1_sc"
+ top: "stage2_unit1_sc"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage2_unit1_sc_bn"
+ bottom: "stage2_unit1_sc"
+ top: "stage2_unit1_sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage2_unit1_plus"
+ type: "Eltwise"
+ bottom: "stage2_unit1_sc"
+ bottom: "stage2_unit1_conv3"
+ top: "stage2_unit1_plus"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "stage2_unit1_relu"
+ type: "ReLU"
+ bottom: "stage2_unit1_plus"
+ top: "stage2_unit1_plus"
+}
+
+layer {
+ name: "stage2_unit2_conv1"
+ type: "Convolution"
+ bottom: "stage2_unit1_plus"
+ top: "stage2_unit2_conv1"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage2_unit2_bn1"
+ type: "BatchNorm"
+ bottom: "stage2_unit2_conv1"
+ top: "stage2_unit2_conv1"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage2_unit2_bn1"
+ bottom: "stage2_unit2_conv1"
+ top: "stage2_unit2_conv1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage2_unit2_relu1"
+ type: "ReLU"
+ bottom: "stage2_unit2_conv1"
+ top: "stage2_unit2_conv1"
+}
+
+layer {
+ name: "stage2_unit2_conv2"
+ type: "Convolution"
+ bottom: "stage2_unit2_conv1"
+ top: "stage2_unit2_conv2"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ stride: 1
+ group: 32
+ pad: 1
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage2_unit2_bn2"
+ type: "BatchNorm"
+ bottom: "stage2_unit2_conv2"
+ top: "stage2_unit2_conv2"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage2_unit2_bn2"
+ bottom: "stage2_unit2_conv2"
+ top: "stage2_unit2_conv2"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage2_unit2_relu2"
+ type: "ReLU"
+ bottom: "stage2_unit2_conv2"
+ top: "stage2_unit2_conv2"
+}
+
+layer {
+ name: "stage2_unit2_conv3"
+ type: "Convolution"
+ bottom: "stage2_unit2_conv2"
+ top: "stage2_unit2_conv3"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage2_unit2_bn3"
+ type: "BatchNorm"
+ bottom: "stage2_unit2_conv3"
+ top: "stage2_unit2_conv3"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage2_unit2_bn3"
+ bottom: "stage2_unit2_conv3"
+ top: "stage2_unit2_conv3"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage2_unit2_plus"
+ type: "Eltwise"
+ bottom: "stage2_unit1_plus"
+ bottom: "stage2_unit2_conv3"
+ top: "stage2_unit2_plus"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "stage2_unit2_relu"
+ type: "ReLU"
+ bottom: "stage2_unit2_plus"
+ top: "stage2_unit2_plus"
+}
+
+layer {
+ name: "stage2_unit3_conv1"
+ type: "Convolution"
+ bottom: "stage2_unit2_plus"
+ top: "stage2_unit3_conv1"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage2_unit3_bn1"
+ type: "BatchNorm"
+ bottom: "stage2_unit3_conv1"
+ top: "stage2_unit3_conv1"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage2_unit3_bn1"
+ bottom: "stage2_unit3_conv1"
+ top: "stage2_unit3_conv1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage2_unit3_relu1"
+ type: "ReLU"
+ bottom: "stage2_unit3_conv1"
+ top: "stage2_unit3_conv1"
+}
+
+layer {
+ name: "stage2_unit3_conv2"
+ type: "Convolution"
+ bottom: "stage2_unit3_conv1"
+ top: "stage2_unit3_conv2"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ stride: 1
+ group: 32
+ pad: 1
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage2_unit3_bn2"
+ type: "BatchNorm"
+ bottom: "stage2_unit3_conv2"
+ top: "stage2_unit3_conv2"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage2_unit3_bn2"
+ bottom: "stage2_unit3_conv2"
+ top: "stage2_unit3_conv2"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage2_unit3_relu2"
+ type: "ReLU"
+ bottom: "stage2_unit3_conv2"
+ top: "stage2_unit3_conv2"
+}
+
+layer {
+ name: "stage2_unit3_conv3"
+ type: "Convolution"
+ bottom: "stage2_unit3_conv2"
+ top: "stage2_unit3_conv3"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage2_unit3_bn3"
+ type: "BatchNorm"
+ bottom: "stage2_unit3_conv3"
+ top: "stage2_unit3_conv3"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage2_unit3_bn3"
+ bottom: "stage2_unit3_conv3"
+ top: "stage2_unit3_conv3"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage2_unit3_plus"
+ type: "Eltwise"
+ bottom: "stage2_unit2_plus"
+ bottom: "stage2_unit3_conv3"
+ top: "stage2_unit3_plus"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "stage2_unit3_relu"
+ type: "ReLU"
+ bottom: "stage2_unit3_plus"
+ top: "stage2_unit3_plus"
+}
+
+layer {
+ name: "stage2_unit4_conv1"
+ type: "Convolution"
+ bottom: "stage2_unit3_plus"
+ top: "stage2_unit4_conv1"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage2_unit4_bn1"
+ type: "BatchNorm"
+ bottom: "stage2_unit4_conv1"
+ top: "stage2_unit4_conv1"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage2_unit4_bn1"
+ bottom: "stage2_unit4_conv1"
+ top: "stage2_unit4_conv1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage2_unit4_relu1"
+ type: "ReLU"
+ bottom: "stage2_unit4_conv1"
+ top: "stage2_unit4_conv1"
+}
+
+layer {
+ name: "stage2_unit4_conv2"
+ type: "Convolution"
+ bottom: "stage2_unit4_conv1"
+ top: "stage2_unit4_conv2"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ stride: 1
+ group: 32
+ pad: 1
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage2_unit4_bn2"
+ type: "BatchNorm"
+ bottom: "stage2_unit4_conv2"
+ top: "stage2_unit4_conv2"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage2_unit4_bn2"
+ bottom: "stage2_unit4_conv2"
+ top: "stage2_unit4_conv2"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage2_unit4_relu2"
+ type: "ReLU"
+ bottom: "stage2_unit4_conv2"
+ top: "stage2_unit4_conv2"
+}
+
+layer {
+ name: "stage2_unit4_conv3"
+ type: "Convolution"
+ bottom: "stage2_unit4_conv2"
+ top: "stage2_unit4_conv3"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage2_unit4_bn3"
+ type: "BatchNorm"
+ bottom: "stage2_unit4_conv3"
+ top: "stage2_unit4_conv3"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage2_unit4_bn3"
+ bottom: "stage2_unit4_conv3"
+ top: "stage2_unit4_conv3"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage2_unit4_plus"
+ type: "Eltwise"
+ bottom: "stage2_unit3_plus"
+ bottom: "stage2_unit4_conv3"
+ top: "stage2_unit4_plus"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "stage2_unit4_relu"
+ type: "ReLU"
+ bottom: "stage2_unit4_plus"
+ top: "stage2_unit4_plus"
+}
+
+layer {
+ name: "stage3_unit1_conv1"
+ type: "Convolution"
+ bottom: "stage2_unit4_plus"
+ top: "stage3_unit1_conv1"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage3_unit1_bn1"
+ type: "BatchNorm"
+ bottom: "stage3_unit1_conv1"
+ top: "stage3_unit1_conv1"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage3_unit1_bn1"
+ bottom: "stage3_unit1_conv1"
+ top: "stage3_unit1_conv1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage3_unit1_relu1"
+ type: "ReLU"
+ bottom: "stage3_unit1_conv1"
+ top: "stage3_unit1_conv1"
+}
+
+layer {
+ name: "stage3_unit1_conv2"
+ type: "Convolution"
+ bottom: "stage3_unit1_conv1"
+ top: "stage3_unit1_conv2"
+ convolution_param {
+ num_output: 512
+ kernel_size: 3
+ stride: 2
+ group: 32
+ pad: 1
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage3_unit1_bn2"
+ type: "BatchNorm"
+ bottom: "stage3_unit1_conv2"
+ top: "stage3_unit1_conv2"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage3_unit1_bn2"
+ bottom: "stage3_unit1_conv2"
+ top: "stage3_unit1_conv2"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage3_unit1_relu2"
+ type: "ReLU"
+ bottom: "stage3_unit1_conv2"
+ top: "stage3_unit1_conv2"
+}
+
+layer {
+ name: "stage3_unit1_conv3"
+ type: "Convolution"
+ bottom: "stage3_unit1_conv2"
+ top: "stage3_unit1_conv3"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage3_unit1_bn3"
+ type: "BatchNorm"
+ bottom: "stage3_unit1_conv3"
+ top: "stage3_unit1_conv3"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage3_unit1_bn3"
+ bottom: "stage3_unit1_conv3"
+ top: "stage3_unit1_conv3"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage3_unit1_sc"
+ type: "Convolution"
+ bottom: "stage2_unit4_plus"
+ top: "stage3_unit1_sc"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ stride: 2
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage3_unit1_sc_bn"
+ type: "BatchNorm"
+ bottom: "stage3_unit1_sc"
+ top: "stage3_unit1_sc"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage3_unit1_sc_bn"
+ bottom: "stage3_unit1_sc"
+ top: "stage3_unit1_sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage3_unit1_plus"
+ type: "Eltwise"
+ bottom: "stage3_unit1_sc"
+ bottom: "stage3_unit1_conv3"
+ top: "stage3_unit1_plus"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "stage3_unit1_relu"
+ type: "ReLU"
+ bottom: "stage3_unit1_plus"
+ top: "stage3_unit1_plus"
+}
+
+layer {
+ name: "stage3_unit2_conv1"
+ type: "Convolution"
+ bottom: "stage3_unit1_plus"
+ top: "stage3_unit2_conv1"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage3_unit2_bn1"
+ type: "BatchNorm"
+ bottom: "stage3_unit2_conv1"
+ top: "stage3_unit2_conv1"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage3_unit2_bn1"
+ bottom: "stage3_unit2_conv1"
+ top: "stage3_unit2_conv1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage3_unit2_relu1"
+ type: "ReLU"
+ bottom: "stage3_unit2_conv1"
+ top: "stage3_unit2_conv1"
+}
+
+layer {
+ name: "stage3_unit2_conv2"
+ type: "Convolution"
+ bottom: "stage3_unit2_conv1"
+ top: "stage3_unit2_conv2"
+ convolution_param {
+ num_output: 512
+ kernel_size: 3
+ stride: 1
+ group: 32
+ pad: 1
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage3_unit2_bn2"
+ type: "BatchNorm"
+ bottom: "stage3_unit2_conv2"
+ top: "stage3_unit2_conv2"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage3_unit2_bn2"
+ bottom: "stage3_unit2_conv2"
+ top: "stage3_unit2_conv2"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage3_unit2_relu2"
+ type: "ReLU"
+ bottom: "stage3_unit2_conv2"
+ top: "stage3_unit2_conv2"
+}
+
+layer {
+ name: "stage3_unit2_conv3"
+ type: "Convolution"
+ bottom: "stage3_unit2_conv2"
+ top: "stage3_unit2_conv3"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage3_unit2_bn3"
+ type: "BatchNorm"
+ bottom: "stage3_unit2_conv3"
+ top: "stage3_unit2_conv3"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage3_unit2_bn3"
+ bottom: "stage3_unit2_conv3"
+ top: "stage3_unit2_conv3"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage3_unit2_plus"
+ type: "Eltwise"
+ bottom: "stage3_unit1_plus"
+ bottom: "stage3_unit2_conv3"
+ top: "stage3_unit2_plus"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "stage3_unit2_relu"
+ type: "ReLU"
+ bottom: "stage3_unit2_plus"
+ top: "stage3_unit2_plus"
+}
+
+layer {
+ name: "stage3_unit3_conv1"
+ type: "Convolution"
+ bottom: "stage3_unit2_plus"
+ top: "stage3_unit3_conv1"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage3_unit3_bn1"
+ type: "BatchNorm"
+ bottom: "stage3_unit3_conv1"
+ top: "stage3_unit3_conv1"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage3_unit3_bn1"
+ bottom: "stage3_unit3_conv1"
+ top: "stage3_unit3_conv1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage3_unit3_relu1"
+ type: "ReLU"
+ bottom: "stage3_unit3_conv1"
+ top: "stage3_unit3_conv1"
+}
+
+layer {
+ name: "stage3_unit3_conv2"
+ type: "Convolution"
+ bottom: "stage3_unit3_conv1"
+ top: "stage3_unit3_conv2"
+ convolution_param {
+ num_output: 512
+ kernel_size: 3
+ stride: 1
+ group: 32
+ pad: 1
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage3_unit3_bn2"
+ type: "BatchNorm"
+ bottom: "stage3_unit3_conv2"
+ top: "stage3_unit3_conv2"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage3_unit3_bn2"
+ bottom: "stage3_unit3_conv2"
+ top: "stage3_unit3_conv2"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage3_unit3_relu2"
+ type: "ReLU"
+ bottom: "stage3_unit3_conv2"
+ top: "stage3_unit3_conv2"
+}
+
+layer {
+ name: "stage3_unit3_conv3"
+ type: "Convolution"
+ bottom: "stage3_unit3_conv2"
+ top: "stage3_unit3_conv3"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage3_unit3_bn3"
+ type: "BatchNorm"
+ bottom: "stage3_unit3_conv3"
+ top: "stage3_unit3_conv3"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage3_unit3_bn3"
+ bottom: "stage3_unit3_conv3"
+ top: "stage3_unit3_conv3"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage3_unit3_plus"
+ type: "Eltwise"
+ bottom: "stage3_unit2_plus"
+ bottom: "stage3_unit3_conv3"
+ top: "stage3_unit3_plus"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "stage3_unit3_relu"
+ type: "ReLU"
+ bottom: "stage3_unit3_plus"
+ top: "stage3_unit3_plus"
+}
+
+layer {
+ name: "stage3_unit4_conv1"
+ type: "Convolution"
+ bottom: "stage3_unit3_plus"
+ top: "stage3_unit4_conv1"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage3_unit4_bn1"
+ type: "BatchNorm"
+ bottom: "stage3_unit4_conv1"
+ top: "stage3_unit4_conv1"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage3_unit4_bn1"
+ bottom: "stage3_unit4_conv1"
+ top: "stage3_unit4_conv1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage3_unit4_relu1"
+ type: "ReLU"
+ bottom: "stage3_unit4_conv1"
+ top: "stage3_unit4_conv1"
+}
+
+layer {
+ name: "stage3_unit4_conv2"
+ type: "Convolution"
+ bottom: "stage3_unit4_conv1"
+ top: "stage3_unit4_conv2"
+ convolution_param {
+ num_output: 512
+ kernel_size: 3
+ stride: 1
+ group: 32
+ pad: 1
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage3_unit4_bn2"
+ type: "BatchNorm"
+ bottom: "stage3_unit4_conv2"
+ top: "stage3_unit4_conv2"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage3_unit4_bn2"
+ bottom: "stage3_unit4_conv2"
+ top: "stage3_unit4_conv2"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage3_unit4_relu2"
+ type: "ReLU"
+ bottom: "stage3_unit4_conv2"
+ top: "stage3_unit4_conv2"
+}
+
+layer {
+ name: "stage3_unit4_conv3"
+ type: "Convolution"
+ bottom: "stage3_unit4_conv2"
+ top: "stage3_unit4_conv3"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage3_unit4_bn3"
+ type: "BatchNorm"
+ bottom: "stage3_unit4_conv3"
+ top: "stage3_unit4_conv3"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage3_unit4_bn3"
+ bottom: "stage3_unit4_conv3"
+ top: "stage3_unit4_conv3"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage3_unit4_plus"
+ type: "Eltwise"
+ bottom: "stage3_unit3_plus"
+ bottom: "stage3_unit4_conv3"
+ top: "stage3_unit4_plus"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "stage3_unit4_relu"
+ type: "ReLU"
+ bottom: "stage3_unit4_plus"
+ top: "stage3_unit4_plus"
+}
+
+layer {
+ name: "stage3_unit5_conv1"
+ type: "Convolution"
+ bottom: "stage3_unit4_plus"
+ top: "stage3_unit5_conv1"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage3_unit5_bn1"
+ type: "BatchNorm"
+ bottom: "stage3_unit5_conv1"
+ top: "stage3_unit5_conv1"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage3_unit5_bn1"
+ bottom: "stage3_unit5_conv1"
+ top: "stage3_unit5_conv1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage3_unit5_relu1"
+ type: "ReLU"
+ bottom: "stage3_unit5_conv1"
+ top: "stage3_unit5_conv1"
+}
+
+layer {
+ name: "stage3_unit5_conv2"
+ type: "Convolution"
+ bottom: "stage3_unit5_conv1"
+ top: "stage3_unit5_conv2"
+ convolution_param {
+ num_output: 512
+ kernel_size: 3
+ stride: 1
+ group: 32
+ pad: 1
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage3_unit5_bn2"
+ type: "BatchNorm"
+ bottom: "stage3_unit5_conv2"
+ top: "stage3_unit5_conv2"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage3_unit5_bn2"
+ bottom: "stage3_unit5_conv2"
+ top: "stage3_unit5_conv2"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage3_unit5_relu2"
+ type: "ReLU"
+ bottom: "stage3_unit5_conv2"
+ top: "stage3_unit5_conv2"
+}
+
+layer {
+ name: "stage3_unit5_conv3"
+ type: "Convolution"
+ bottom: "stage3_unit5_conv2"
+ top: "stage3_unit5_conv3"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage3_unit5_bn3"
+ type: "BatchNorm"
+ bottom: "stage3_unit5_conv3"
+ top: "stage3_unit5_conv3"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage3_unit5_bn3"
+ bottom: "stage3_unit5_conv3"
+ top: "stage3_unit5_conv3"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage3_unit5_plus"
+ type: "Eltwise"
+ bottom: "stage3_unit4_plus"
+ bottom: "stage3_unit5_conv3"
+ top: "stage3_unit5_plus"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "stage3_unit5_relu"
+ type: "ReLU"
+ bottom: "stage3_unit5_plus"
+ top: "stage3_unit5_plus"
+}
+
+layer {
+ name: "stage3_unit6_conv1"
+ type: "Convolution"
+ bottom: "stage3_unit5_plus"
+ top: "stage3_unit6_conv1"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage3_unit6_bn1"
+ type: "BatchNorm"
+ bottom: "stage3_unit6_conv1"
+ top: "stage3_unit6_conv1"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage3_unit6_bn1"
+ bottom: "stage3_unit6_conv1"
+ top: "stage3_unit6_conv1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage3_unit6_relu1"
+ type: "ReLU"
+ bottom: "stage3_unit6_conv1"
+ top: "stage3_unit6_conv1"
+}
+
+layer {
+ name: "stage3_unit6_conv2"
+ type: "Convolution"
+ bottom: "stage3_unit6_conv1"
+ top: "stage3_unit6_conv2"
+ convolution_param {
+ num_output: 512
+ kernel_size: 3
+ stride: 1
+ group: 32
+ pad: 1
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage3_unit6_bn2"
+ type: "BatchNorm"
+ bottom: "stage3_unit6_conv2"
+ top: "stage3_unit6_conv2"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage3_unit6_bn2"
+ bottom: "stage3_unit6_conv2"
+ top: "stage3_unit6_conv2"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage3_unit6_relu2"
+ type: "ReLU"
+ bottom: "stage3_unit6_conv2"
+ top: "stage3_unit6_conv2"
+}
+
+layer {
+ name: "stage3_unit6_conv3"
+ type: "Convolution"
+ bottom: "stage3_unit6_conv2"
+ top: "stage3_unit6_conv3"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage3_unit6_bn3"
+ type: "BatchNorm"
+ bottom: "stage3_unit6_conv3"
+ top: "stage3_unit6_conv3"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage3_unit6_bn3"
+ bottom: "stage3_unit6_conv3"
+ top: "stage3_unit6_conv3"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage3_unit6_plus"
+ type: "Eltwise"
+ bottom: "stage3_unit5_plus"
+ bottom: "stage3_unit6_conv3"
+ top: "stage3_unit6_plus"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "stage3_unit6_relu"
+ type: "ReLU"
+ bottom: "stage3_unit6_plus"
+ top: "stage3_unit6_plus"
+}
+
+layer {
+ name: "stage4_unit1_conv1"
+ type: "Convolution"
+ bottom: "stage3_unit6_plus"
+ top: "stage4_unit1_conv1"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage4_unit1_bn1"
+ type: "BatchNorm"
+ bottom: "stage4_unit1_conv1"
+ top: "stage4_unit1_conv1"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage4_unit1_bn1"
+ bottom: "stage4_unit1_conv1"
+ top: "stage4_unit1_conv1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage4_unit1_relu1"
+ type: "ReLU"
+ bottom: "stage4_unit1_conv1"
+ top: "stage4_unit1_conv1"
+}
+
+layer {
+ name: "stage4_unit1_conv2"
+ type: "Convolution"
+ bottom: "stage4_unit1_conv1"
+ top: "stage4_unit1_conv2"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 3
+ stride: 2
+ group: 32
+ pad: 1
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage4_unit1_bn2"
+ type: "BatchNorm"
+ bottom: "stage4_unit1_conv2"
+ top: "stage4_unit1_conv2"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage4_unit1_bn2"
+ bottom: "stage4_unit1_conv2"
+ top: "stage4_unit1_conv2"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage4_unit1_relu2"
+ type: "ReLU"
+ bottom: "stage4_unit1_conv2"
+ top: "stage4_unit1_conv2"
+}
+
+layer {
+ name: "stage4_unit1_conv3"
+ type: "Convolution"
+ bottom: "stage4_unit1_conv2"
+ top: "stage4_unit1_conv3"
+ convolution_param {
+ num_output: 2048
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage4_unit1_bn3"
+ type: "BatchNorm"
+ bottom: "stage4_unit1_conv3"
+ top: "stage4_unit1_conv3"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage4_unit1_bn3"
+ bottom: "stage4_unit1_conv3"
+ top: "stage4_unit1_conv3"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage4_unit1_sc"
+ type: "Convolution"
+ bottom: "stage3_unit6_plus"
+ top: "stage4_unit1_sc"
+ convolution_param {
+ num_output: 2048
+ kernel_size: 1
+ stride: 2
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage4_unit1_sc_bn"
+ type: "BatchNorm"
+ bottom: "stage4_unit1_sc"
+ top: "stage4_unit1_sc"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage4_unit1_sc_bn"
+ bottom: "stage4_unit1_sc"
+ top: "stage4_unit1_sc"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage4_unit1_plus"
+ type: "Eltwise"
+ bottom: "stage4_unit1_sc"
+ bottom: "stage4_unit1_conv3"
+ top: "stage4_unit1_plus"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "stage4_unit1_relu"
+ type: "ReLU"
+ bottom: "stage4_unit1_plus"
+ top: "stage4_unit1_plus"
+}
+
+layer {
+ name: "stage4_unit2_conv1"
+ type: "Convolution"
+ bottom: "stage4_unit1_plus"
+ top: "stage4_unit2_conv1"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage4_unit2_bn1"
+ type: "BatchNorm"
+ bottom: "stage4_unit2_conv1"
+ top: "stage4_unit2_conv1"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage4_unit2_bn1"
+ bottom: "stage4_unit2_conv1"
+ top: "stage4_unit2_conv1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage4_unit2_relu1"
+ type: "ReLU"
+ bottom: "stage4_unit2_conv1"
+ top: "stage4_unit2_conv1"
+}
+
+layer {
+ name: "stage4_unit2_conv2"
+ type: "Convolution"
+ bottom: "stage4_unit2_conv1"
+ top: "stage4_unit2_conv2"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 3
+ stride: 1
+ group: 32
+ pad: 1
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage4_unit2_bn2"
+ type: "BatchNorm"
+ bottom: "stage4_unit2_conv2"
+ top: "stage4_unit2_conv2"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage4_unit2_bn2"
+ bottom: "stage4_unit2_conv2"
+ top: "stage4_unit2_conv2"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage4_unit2_relu2"
+ type: "ReLU"
+ bottom: "stage4_unit2_conv2"
+ top: "stage4_unit2_conv2"
+}
+
+layer {
+ name: "stage4_unit2_conv3"
+ type: "Convolution"
+ bottom: "stage4_unit2_conv2"
+ top: "stage4_unit2_conv3"
+ convolution_param {
+ num_output: 2048
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage4_unit2_bn3"
+ type: "BatchNorm"
+ bottom: "stage4_unit2_conv3"
+ top: "stage4_unit2_conv3"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage4_unit2_bn3"
+ bottom: "stage4_unit2_conv3"
+ top: "stage4_unit2_conv3"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage4_unit2_plus"
+ type: "Eltwise"
+ bottom: "stage4_unit1_plus"
+ bottom: "stage4_unit2_conv3"
+ top: "stage4_unit2_plus"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "stage4_unit2_relu"
+ type: "ReLU"
+ bottom: "stage4_unit2_plus"
+ top: "stage4_unit2_plus"
+}
+
+layer {
+ name: "stage4_unit3_conv1"
+ type: "Convolution"
+ bottom: "stage4_unit2_plus"
+ top: "stage4_unit3_conv1"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage4_unit3_bn1"
+ type: "BatchNorm"
+ bottom: "stage4_unit3_conv1"
+ top: "stage4_unit3_conv1"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage4_unit3_bn1"
+ bottom: "stage4_unit3_conv1"
+ top: "stage4_unit3_conv1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage4_unit3_relu1"
+ type: "ReLU"
+ bottom: "stage4_unit3_conv1"
+ top: "stage4_unit3_conv1"
+}
+
+layer {
+ name: "stage4_unit3_conv2"
+ type: "Convolution"
+ bottom: "stage4_unit3_conv1"
+ top: "stage4_unit3_conv2"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 3
+ stride: 1
+ group: 32
+ pad: 1
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage4_unit3_bn2"
+ type: "BatchNorm"
+ bottom: "stage4_unit3_conv2"
+ top: "stage4_unit3_conv2"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage4_unit3_bn2"
+ bottom: "stage4_unit3_conv2"
+ top: "stage4_unit3_conv2"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage4_unit3_relu2"
+ type: "ReLU"
+ bottom: "stage4_unit3_conv2"
+ top: "stage4_unit3_conv2"
+}
+
+layer {
+ name: "stage4_unit3_conv3"
+ type: "Convolution"
+ bottom: "stage4_unit3_conv2"
+ top: "stage4_unit3_conv3"
+ convolution_param {
+ num_output: 2048
+ kernel_size: 1
+ stride: 1
+ pad: 0
+ bias_term: false
+ }
+}
+
+layer {
+ name: "stage4_unit3_bn3"
+ type: "BatchNorm"
+ bottom: "stage4_unit3_conv3"
+ top: "stage4_unit3_conv3"
+ batch_norm_param {
+ use_global_stats: true
+ eps: 2e-5
+ }
+}
+
+layer {
+ name: "scale_stage4_unit3_bn3"
+ bottom: "stage4_unit3_conv3"
+ top: "stage4_unit3_conv3"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+
+layer {
+ name: "stage4_unit3_plus"
+ type: "Eltwise"
+ bottom: "stage4_unit2_plus"
+ bottom: "stage4_unit3_conv3"
+ top: "stage4_unit3_plus"
+ eltwise_param {
+ operation: SUM
+ }
+}
+
+layer {
+ name: "stage4_unit3_relu"
+ type: "ReLU"
+ bottom: "stage4_unit3_plus"
+ top: "stage4_unit3_plus"
+}
+
+layer {
+ name: "pool1"
+ type: "Pooling"
+ bottom: "stage4_unit3_plus"
+ top: "pool1"
+ pooling_param {
+ global_pooling : true
+ pool: AVE
+ }
+}
+
+layer {
+ name: "fc1"
+ type: "InnerProduct"
+ bottom: "pool1"
+ top: "fc1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ inner_product_param {
+ num_output: 1000
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+
+layer {
+ name: "prob"
+ type: "Softmax"
+ bottom: "fc1"
+ top: "prob"
+}
+
diff --git a/models/intel_optimized_models/benchmark/rfcn/deploy.prototxt b/models/intel_optimized_models/benchmark/rfcn/deploy.prototxt
new file mode 100644
index 000000000..cbb2f0a55
--- /dev/null
+++ b/models/intel_optimized_models/benchmark/rfcn/deploy.prototxt
@@ -0,0 +1,7178 @@
+name: "ResNet-101"
+
+input: "data"
+input_shape { dim: 1 dim: 3 dim: 600 dim: 800 }
+
+input: "im_info"
+input_shape { dim: 1 dim: 3}
+
+# ------------------------ conv1 -----------------------------
+layer {
+ bottom: "data"
+ top: "conv1"
+ name: "conv1"
+ type: "Convolution"
+ convolution_param {
+ num_output: 64
+ kernel_size: 7
+ pad: 3
+ stride: 2
+ bias_term: false
+ }
+ param {
+ lr_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "conv1"
+ top: "conv1"
+ name: "bn_conv1"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "conv1"
+ top: "conv1"
+ name: "scale_conv1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "conv1"
+ bottom: "conv1"
+ name: "conv1_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "conv1"
+ top: "pool1"
+ name: "pool1"
+ type: "Pooling"
+ pooling_param {
+ kernel_size: 3
+ stride: 2
+ pool: MAX
+ }
+}
+
+layer {
+ bottom: "pool1"
+ top: "res2a_branch1"
+ name: "res2a_branch1"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2a_branch1"
+ top: "res2a_branch1"
+ name: "bn2a_branch1"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2a_branch1"
+ top: "res2a_branch1"
+ name: "scale2a_branch1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "pool1"
+ top: "res2a_branch2a"
+ name: "res2a_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 64
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2a_branch2a"
+ top: "res2a_branch2a"
+ name: "bn2a_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2a_branch2a"
+ top: "res2a_branch2a"
+ name: "scale2a_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res2a_branch2a"
+ bottom: "res2a_branch2a"
+ name: "res2a_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res2a_branch2a"
+ top: "res2a_branch2b"
+ name: "res2a_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 64
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2a_branch2b"
+ top: "res2a_branch2b"
+ name: "bn2a_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2a_branch2b"
+ top: "res2a_branch2b"
+ name: "scale2a_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res2a_branch2b"
+ bottom: "res2a_branch2b"
+ name: "res2a_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res2a_branch2b"
+ top: "res2a_branch2c"
+ name: "res2a_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2a_branch2c"
+ top: "res2a_branch2c"
+ name: "bn2a_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2a_branch2c"
+ top: "res2a_branch2c"
+ name: "scale2a_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2a_branch1"
+ bottom: "res2a_branch2c"
+ top: "res2a"
+ name: "res2a"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res2a"
+ top: "res2a"
+ name: "res2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res2a"
+ top: "res2b_branch2a"
+ name: "res2b_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 64
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2b_branch2a"
+ top: "res2b_branch2a"
+ name: "bn2b_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2b_branch2a"
+ top: "res2b_branch2a"
+ name: "scale2b_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res2b_branch2a"
+ bottom: "res2b_branch2a"
+ name: "res2b_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res2b_branch2a"
+ top: "res2b_branch2b"
+ name: "res2b_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 64
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2b_branch2b"
+ top: "res2b_branch2b"
+ name: "bn2b_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2b_branch2b"
+ top: "res2b_branch2b"
+ name: "scale2b_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res2b_branch2b"
+ bottom: "res2b_branch2b"
+ name: "res2b_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res2b_branch2b"
+ top: "res2b_branch2c"
+ name: "res2b_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2b_branch2c"
+ top: "res2b_branch2c"
+ name: "bn2b_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2b_branch2c"
+ top: "res2b_branch2c"
+ name: "scale2b_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2a"
+ bottom: "res2b_branch2c"
+ top: "res2b"
+ name: "res2b"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res2b"
+ top: "res2b"
+ name: "res2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res2b"
+ top: "res2c_branch2a"
+ name: "res2c_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 64
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2c_branch2a"
+ top: "res2c_branch2a"
+ name: "bn2c_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2c_branch2a"
+ top: "res2c_branch2a"
+ name: "scale2c_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res2c_branch2a"
+ bottom: "res2c_branch2a"
+ name: "res2c_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res2c_branch2a"
+ top: "res2c_branch2b"
+ name: "res2c_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 64
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2c_branch2b"
+ top: "res2c_branch2b"
+ name: "bn2c_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2c_branch2b"
+ top: "res2c_branch2b"
+ name: "scale2c_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res2c_branch2b"
+ bottom: "res2c_branch2b"
+ name: "res2c_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res2c_branch2b"
+ top: "res2c_branch2c"
+ name: "res2c_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2c_branch2c"
+ top: "res2c_branch2c"
+ name: "bn2c_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2c_branch2c"
+ top: "res2c_branch2c"
+ name: "scale2c_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2b"
+ bottom: "res2c_branch2c"
+ top: "res2c"
+ name: "res2c"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res2c"
+ top: "res2c"
+ name: "res2c_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res2c"
+ top: "res3a_branch1"
+ name: "res3a_branch1"
+ type: "Convolution"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ pad: 0
+ stride: 2
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res3a_branch1"
+ top: "res3a_branch1"
+ name: "bn3a_branch1"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res3a_branch1"
+ top: "res3a_branch1"
+ name: "scale3a_branch1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res2c"
+ top: "res3a_branch2a"
+ name: "res3a_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 128
+ kernel_size: 1
+ pad: 0
+ stride: 2
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res3a_branch2a"
+ top: "res3a_branch2a"
+ name: "bn3a_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res3a_branch2a"
+ top: "res3a_branch2a"
+ name: "scale3a_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res3a_branch2a"
+ bottom: "res3a_branch2a"
+ name: "res3a_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res3a_branch2a"
+ top: "res3a_branch2b"
+ name: "res3a_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 128
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res3a_branch2b"
+ top: "res3a_branch2b"
+ name: "bn3a_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res3a_branch2b"
+ top: "res3a_branch2b"
+ name: "scale3a_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res3a_branch2b"
+ bottom: "res3a_branch2b"
+ name: "res3a_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res3a_branch2b"
+ top: "res3a_branch2c"
+ name: "res3a_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res3a_branch2c"
+ top: "res3a_branch2c"
+ name: "bn3a_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res3a_branch2c"
+ top: "res3a_branch2c"
+ name: "scale3a_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res3a_branch1"
+ bottom: "res3a_branch2c"
+ top: "res3a"
+ name: "res3a"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res3a"
+ top: "res3a"
+ name: "res3a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res3a"
+ top: "res3b1_branch2a"
+ name: "res3b1_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 128
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res3b1_branch2a"
+ top: "res3b1_branch2a"
+ name: "bn3b1_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res3b1_branch2a"
+ top: "res3b1_branch2a"
+ name: "scale3b1_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res3b1_branch2a"
+ bottom: "res3b1_branch2a"
+ name: "res3b1_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res3b1_branch2a"
+ top: "res3b1_branch2b"
+ name: "res3b1_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 128
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res3b1_branch2b"
+ top: "res3b1_branch2b"
+ name: "bn3b1_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res3b1_branch2b"
+ top: "res3b1_branch2b"
+ name: "scale3b1_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res3b1_branch2b"
+ bottom: "res3b1_branch2b"
+ name: "res3b1_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res3b1_branch2b"
+ top: "res3b1_branch2c"
+ name: "res3b1_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res3b1_branch2c"
+ top: "res3b1_branch2c"
+ name: "bn3b1_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res3b1_branch2c"
+ top: "res3b1_branch2c"
+ name: "scale3b1_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res3a"
+ bottom: "res3b1_branch2c"
+ top: "res3b1"
+ name: "res3b1"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res3b1"
+ top: "res3b1"
+ name: "res3b1_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res3b1"
+ top: "res3b2_branch2a"
+ name: "res3b2_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 128
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res3b2_branch2a"
+ top: "res3b2_branch2a"
+ name: "bn3b2_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res3b2_branch2a"
+ top: "res3b2_branch2a"
+ name: "scale3b2_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res3b2_branch2a"
+ bottom: "res3b2_branch2a"
+ name: "res3b2_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res3b2_branch2a"
+ top: "res3b2_branch2b"
+ name: "res3b2_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 128
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res3b2_branch2b"
+ top: "res3b2_branch2b"
+ name: "bn3b2_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res3b2_branch2b"
+ top: "res3b2_branch2b"
+ name: "scale3b2_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res3b2_branch2b"
+ bottom: "res3b2_branch2b"
+ name: "res3b2_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res3b2_branch2b"
+ top: "res3b2_branch2c"
+ name: "res3b2_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res3b2_branch2c"
+ top: "res3b2_branch2c"
+ name: "bn3b2_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res3b2_branch2c"
+ top: "res3b2_branch2c"
+ name: "scale3b2_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res3b1"
+ bottom: "res3b2_branch2c"
+ top: "res3b2"
+ name: "res3b2"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res3b2"
+ top: "res3b2"
+ name: "res3b2_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res3b2"
+ top: "res3b3_branch2a"
+ name: "res3b3_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 128
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res3b3_branch2a"
+ top: "res3b3_branch2a"
+ name: "bn3b3_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res3b3_branch2a"
+ top: "res3b3_branch2a"
+ name: "scale3b3_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res3b3_branch2a"
+ bottom: "res3b3_branch2a"
+ name: "res3b3_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res3b3_branch2a"
+ top: "res3b3_branch2b"
+ name: "res3b3_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 128
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res3b3_branch2b"
+ top: "res3b3_branch2b"
+ name: "bn3b3_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res3b3_branch2b"
+ top: "res3b3_branch2b"
+ name: "scale3b3_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res3b3_branch2b"
+ bottom: "res3b3_branch2b"
+ name: "res3b3_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res3b3_branch2b"
+ top: "res3b3_branch2c"
+ name: "res3b3_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res3b3_branch2c"
+ top: "res3b3_branch2c"
+ name: "bn3b3_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res3b3_branch2c"
+ top: "res3b3_branch2c"
+ name: "scale3b3_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res3b2"
+ bottom: "res3b3_branch2c"
+ top: "res3b3"
+ name: "res3b3"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res3b3"
+ top: "res3b3"
+ name: "res3b3_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res3b3"
+ top: "res4a_branch1"
+ name: "res4a_branch1"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 2
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4a_branch1"
+ top: "res4a_branch1"
+ name: "bn4a_branch1"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4a_branch1"
+ top: "res4a_branch1"
+ name: "scale4a_branch1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res3b3"
+ top: "res4a_branch2a"
+ name: "res4a_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 2
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4a_branch2a"
+ top: "res4a_branch2a"
+ name: "bn4a_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4a_branch2a"
+ top: "res4a_branch2a"
+ name: "scale4a_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4a_branch2a"
+ bottom: "res4a_branch2a"
+ name: "res4a_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4a_branch2a"
+ top: "res4a_branch2b"
+ name: "res4a_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4a_branch2b"
+ top: "res4a_branch2b"
+ name: "bn4a_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4a_branch2b"
+ top: "res4a_branch2b"
+ name: "scale4a_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4a_branch2b"
+ bottom: "res4a_branch2b"
+ name: "res4a_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4a_branch2b"
+ top: "res4a_branch2c"
+ name: "res4a_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4a_branch2c"
+ top: "res4a_branch2c"
+ name: "bn4a_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4a_branch2c"
+ top: "res4a_branch2c"
+ name: "scale4a_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4a_branch1"
+ bottom: "res4a_branch2c"
+ top: "res4a"
+ name: "res4a"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4a"
+ top: "res4a"
+ name: "res4a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4a"
+ top: "res4b1_branch2a"
+ name: "res4b1_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b1_branch2a"
+ top: "res4b1_branch2a"
+ name: "bn4b1_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b1_branch2a"
+ top: "res4b1_branch2a"
+ name: "scale4b1_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b1_branch2a"
+ bottom: "res4b1_branch2a"
+ name: "res4b1_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b1_branch2a"
+ top: "res4b1_branch2b"
+ name: "res4b1_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b1_branch2b"
+ top: "res4b1_branch2b"
+ name: "bn4b1_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b1_branch2b"
+ top: "res4b1_branch2b"
+ name: "scale4b1_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b1_branch2b"
+ bottom: "res4b1_branch2b"
+ name: "res4b1_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b1_branch2b"
+ top: "res4b1_branch2c"
+ name: "res4b1_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b1_branch2c"
+ top: "res4b1_branch2c"
+ name: "bn4b1_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b1_branch2c"
+ top: "res4b1_branch2c"
+ name: "scale4b1_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4a"
+ bottom: "res4b1_branch2c"
+ top: "res4b1"
+ name: "res4b1"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b1"
+ top: "res4b1"
+ name: "res4b1_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b1"
+ top: "res4b2_branch2a"
+ name: "res4b2_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b2_branch2a"
+ top: "res4b2_branch2a"
+ name: "bn4b2_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b2_branch2a"
+ top: "res4b2_branch2a"
+ name: "scale4b2_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b2_branch2a"
+ bottom: "res4b2_branch2a"
+ name: "res4b2_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b2_branch2a"
+ top: "res4b2_branch2b"
+ name: "res4b2_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b2_branch2b"
+ top: "res4b2_branch2b"
+ name: "bn4b2_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b2_branch2b"
+ top: "res4b2_branch2b"
+ name: "scale4b2_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b2_branch2b"
+ bottom: "res4b2_branch2b"
+ name: "res4b2_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b2_branch2b"
+ top: "res4b2_branch2c"
+ name: "res4b2_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b2_branch2c"
+ top: "res4b2_branch2c"
+ name: "bn4b2_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b2_branch2c"
+ top: "res4b2_branch2c"
+ name: "scale4b2_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b1"
+ bottom: "res4b2_branch2c"
+ top: "res4b2"
+ name: "res4b2"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b2"
+ top: "res4b2"
+ name: "res4b2_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b2"
+ top: "res4b3_branch2a"
+ name: "res4b3_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b3_branch2a"
+ top: "res4b3_branch2a"
+ name: "bn4b3_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b3_branch2a"
+ top: "res4b3_branch2a"
+ name: "scale4b3_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b3_branch2a"
+ bottom: "res4b3_branch2a"
+ name: "res4b3_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b3_branch2a"
+ top: "res4b3_branch2b"
+ name: "res4b3_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b3_branch2b"
+ top: "res4b3_branch2b"
+ name: "bn4b3_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b3_branch2b"
+ top: "res4b3_branch2b"
+ name: "scale4b3_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b3_branch2b"
+ bottom: "res4b3_branch2b"
+ name: "res4b3_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b3_branch2b"
+ top: "res4b3_branch2c"
+ name: "res4b3_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b3_branch2c"
+ top: "res4b3_branch2c"
+ name: "bn4b3_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b3_branch2c"
+ top: "res4b3_branch2c"
+ name: "scale4b3_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b2"
+ bottom: "res4b3_branch2c"
+ top: "res4b3"
+ name: "res4b3"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b3"
+ top: "res4b3"
+ name: "res4b3_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b3"
+ top: "res4b4_branch2a"
+ name: "res4b4_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b4_branch2a"
+ top: "res4b4_branch2a"
+ name: "bn4b4_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b4_branch2a"
+ top: "res4b4_branch2a"
+ name: "scale4b4_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b4_branch2a"
+ bottom: "res4b4_branch2a"
+ name: "res4b4_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b4_branch2a"
+ top: "res4b4_branch2b"
+ name: "res4b4_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b4_branch2b"
+ top: "res4b4_branch2b"
+ name: "bn4b4_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b4_branch2b"
+ top: "res4b4_branch2b"
+ name: "scale4b4_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b4_branch2b"
+ bottom: "res4b4_branch2b"
+ name: "res4b4_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b4_branch2b"
+ top: "res4b4_branch2c"
+ name: "res4b4_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b4_branch2c"
+ top: "res4b4_branch2c"
+ name: "bn4b4_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b4_branch2c"
+ top: "res4b4_branch2c"
+ name: "scale4b4_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b3"
+ bottom: "res4b4_branch2c"
+ top: "res4b4"
+ name: "res4b4"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b4"
+ top: "res4b4"
+ name: "res4b4_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b4"
+ top: "res4b5_branch2a"
+ name: "res4b5_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b5_branch2a"
+ top: "res4b5_branch2a"
+ name: "bn4b5_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b5_branch2a"
+ top: "res4b5_branch2a"
+ name: "scale4b5_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b5_branch2a"
+ bottom: "res4b5_branch2a"
+ name: "res4b5_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b5_branch2a"
+ top: "res4b5_branch2b"
+ name: "res4b5_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b5_branch2b"
+ top: "res4b5_branch2b"
+ name: "bn4b5_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b5_branch2b"
+ top: "res4b5_branch2b"
+ name: "scale4b5_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b5_branch2b"
+ bottom: "res4b5_branch2b"
+ name: "res4b5_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b5_branch2b"
+ top: "res4b5_branch2c"
+ name: "res4b5_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b5_branch2c"
+ top: "res4b5_branch2c"
+ name: "bn4b5_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b5_branch2c"
+ top: "res4b5_branch2c"
+ name: "scale4b5_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b4"
+ bottom: "res4b5_branch2c"
+ top: "res4b5"
+ name: "res4b5"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b5"
+ top: "res4b5"
+ name: "res4b5_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b5"
+ top: "res4b6_branch2a"
+ name: "res4b6_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b6_branch2a"
+ top: "res4b6_branch2a"
+ name: "bn4b6_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b6_branch2a"
+ top: "res4b6_branch2a"
+ name: "scale4b6_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b6_branch2a"
+ bottom: "res4b6_branch2a"
+ name: "res4b6_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b6_branch2a"
+ top: "res4b6_branch2b"
+ name: "res4b6_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b6_branch2b"
+ top: "res4b6_branch2b"
+ name: "bn4b6_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b6_branch2b"
+ top: "res4b6_branch2b"
+ name: "scale4b6_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b6_branch2b"
+ bottom: "res4b6_branch2b"
+ name: "res4b6_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b6_branch2b"
+ top: "res4b6_branch2c"
+ name: "res4b6_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b6_branch2c"
+ top: "res4b6_branch2c"
+ name: "bn4b6_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b6_branch2c"
+ top: "res4b6_branch2c"
+ name: "scale4b6_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b5"
+ bottom: "res4b6_branch2c"
+ top: "res4b6"
+ name: "res4b6"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b6"
+ top: "res4b6"
+ name: "res4b6_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b6"
+ top: "res4b7_branch2a"
+ name: "res4b7_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b7_branch2a"
+ top: "res4b7_branch2a"
+ name: "bn4b7_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b7_branch2a"
+ top: "res4b7_branch2a"
+ name: "scale4b7_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b7_branch2a"
+ bottom: "res4b7_branch2a"
+ name: "res4b7_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b7_branch2a"
+ top: "res4b7_branch2b"
+ name: "res4b7_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b7_branch2b"
+ top: "res4b7_branch2b"
+ name: "bn4b7_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b7_branch2b"
+ top: "res4b7_branch2b"
+ name: "scale4b7_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b7_branch2b"
+ bottom: "res4b7_branch2b"
+ name: "res4b7_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b7_branch2b"
+ top: "res4b7_branch2c"
+ name: "res4b7_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b7_branch2c"
+ top: "res4b7_branch2c"
+ name: "bn4b7_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b7_branch2c"
+ top: "res4b7_branch2c"
+ name: "scale4b7_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b6"
+ bottom: "res4b7_branch2c"
+ top: "res4b7"
+ name: "res4b7"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b7"
+ top: "res4b7"
+ name: "res4b7_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b7"
+ top: "res4b8_branch2a"
+ name: "res4b8_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b8_branch2a"
+ top: "res4b8_branch2a"
+ name: "bn4b8_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b8_branch2a"
+ top: "res4b8_branch2a"
+ name: "scale4b8_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b8_branch2a"
+ bottom: "res4b8_branch2a"
+ name: "res4b8_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b8_branch2a"
+ top: "res4b8_branch2b"
+ name: "res4b8_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b8_branch2b"
+ top: "res4b8_branch2b"
+ name: "bn4b8_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b8_branch2b"
+ top: "res4b8_branch2b"
+ name: "scale4b8_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b8_branch2b"
+ bottom: "res4b8_branch2b"
+ name: "res4b8_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b8_branch2b"
+ top: "res4b8_branch2c"
+ name: "res4b8_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b8_branch2c"
+ top: "res4b8_branch2c"
+ name: "bn4b8_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b8_branch2c"
+ top: "res4b8_branch2c"
+ name: "scale4b8_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b7"
+ bottom: "res4b8_branch2c"
+ top: "res4b8"
+ name: "res4b8"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b8"
+ top: "res4b8"
+ name: "res4b8_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b8"
+ top: "res4b9_branch2a"
+ name: "res4b9_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b9_branch2a"
+ top: "res4b9_branch2a"
+ name: "bn4b9_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b9_branch2a"
+ top: "res4b9_branch2a"
+ name: "scale4b9_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b9_branch2a"
+ bottom: "res4b9_branch2a"
+ name: "res4b9_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b9_branch2a"
+ top: "res4b9_branch2b"
+ name: "res4b9_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b9_branch2b"
+ top: "res4b9_branch2b"
+ name: "bn4b9_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b9_branch2b"
+ top: "res4b9_branch2b"
+ name: "scale4b9_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b9_branch2b"
+ bottom: "res4b9_branch2b"
+ name: "res4b9_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b9_branch2b"
+ top: "res4b9_branch2c"
+ name: "res4b9_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b9_branch2c"
+ top: "res4b9_branch2c"
+ name: "bn4b9_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b9_branch2c"
+ top: "res4b9_branch2c"
+ name: "scale4b9_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b8"
+ bottom: "res4b9_branch2c"
+ top: "res4b9"
+ name: "res4b9"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b9"
+ top: "res4b9"
+ name: "res4b9_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b9"
+ top: "res4b10_branch2a"
+ name: "res4b10_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b10_branch2a"
+ top: "res4b10_branch2a"
+ name: "bn4b10_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b10_branch2a"
+ top: "res4b10_branch2a"
+ name: "scale4b10_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b10_branch2a"
+ bottom: "res4b10_branch2a"
+ name: "res4b10_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b10_branch2a"
+ top: "res4b10_branch2b"
+ name: "res4b10_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b10_branch2b"
+ top: "res4b10_branch2b"
+ name: "bn4b10_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b10_branch2b"
+ top: "res4b10_branch2b"
+ name: "scale4b10_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b10_branch2b"
+ bottom: "res4b10_branch2b"
+ name: "res4b10_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b10_branch2b"
+ top: "res4b10_branch2c"
+ name: "res4b10_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b10_branch2c"
+ top: "res4b10_branch2c"
+ name: "bn4b10_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b10_branch2c"
+ top: "res4b10_branch2c"
+ name: "scale4b10_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b9"
+ bottom: "res4b10_branch2c"
+ top: "res4b10"
+ name: "res4b10"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b10"
+ top: "res4b10"
+ name: "res4b10_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b10"
+ top: "res4b11_branch2a"
+ name: "res4b11_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b11_branch2a"
+ top: "res4b11_branch2a"
+ name: "bn4b11_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b11_branch2a"
+ top: "res4b11_branch2a"
+ name: "scale4b11_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b11_branch2a"
+ bottom: "res4b11_branch2a"
+ name: "res4b11_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b11_branch2a"
+ top: "res4b11_branch2b"
+ name: "res4b11_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b11_branch2b"
+ top: "res4b11_branch2b"
+ name: "bn4b11_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b11_branch2b"
+ top: "res4b11_branch2b"
+ name: "scale4b11_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b11_branch2b"
+ bottom: "res4b11_branch2b"
+ name: "res4b11_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b11_branch2b"
+ top: "res4b11_branch2c"
+ name: "res4b11_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b11_branch2c"
+ top: "res4b11_branch2c"
+ name: "bn4b11_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b11_branch2c"
+ top: "res4b11_branch2c"
+ name: "scale4b11_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b10"
+ bottom: "res4b11_branch2c"
+ top: "res4b11"
+ name: "res4b11"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b11"
+ top: "res4b11"
+ name: "res4b11_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b11"
+ top: "res4b12_branch2a"
+ name: "res4b12_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b12_branch2a"
+ top: "res4b12_branch2a"
+ name: "bn4b12_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b12_branch2a"
+ top: "res4b12_branch2a"
+ name: "scale4b12_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b12_branch2a"
+ bottom: "res4b12_branch2a"
+ name: "res4b12_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b12_branch2a"
+ top: "res4b12_branch2b"
+ name: "res4b12_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b12_branch2b"
+ top: "res4b12_branch2b"
+ name: "bn4b12_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b12_branch2b"
+ top: "res4b12_branch2b"
+ name: "scale4b12_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b12_branch2b"
+ bottom: "res4b12_branch2b"
+ name: "res4b12_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b12_branch2b"
+ top: "res4b12_branch2c"
+ name: "res4b12_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b12_branch2c"
+ top: "res4b12_branch2c"
+ name: "bn4b12_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b12_branch2c"
+ top: "res4b12_branch2c"
+ name: "scale4b12_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b11"
+ bottom: "res4b12_branch2c"
+ top: "res4b12"
+ name: "res4b12"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b12"
+ top: "res4b12"
+ name: "res4b12_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b12"
+ top: "res4b13_branch2a"
+ name: "res4b13_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b13_branch2a"
+ top: "res4b13_branch2a"
+ name: "bn4b13_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b13_branch2a"
+ top: "res4b13_branch2a"
+ name: "scale4b13_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b13_branch2a"
+ bottom: "res4b13_branch2a"
+ name: "res4b13_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b13_branch2a"
+ top: "res4b13_branch2b"
+ name: "res4b13_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b13_branch2b"
+ top: "res4b13_branch2b"
+ name: "bn4b13_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b13_branch2b"
+ top: "res4b13_branch2b"
+ name: "scale4b13_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b13_branch2b"
+ bottom: "res4b13_branch2b"
+ name: "res4b13_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b13_branch2b"
+ top: "res4b13_branch2c"
+ name: "res4b13_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b13_branch2c"
+ top: "res4b13_branch2c"
+ name: "bn4b13_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b13_branch2c"
+ top: "res4b13_branch2c"
+ name: "scale4b13_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b12"
+ bottom: "res4b13_branch2c"
+ top: "res4b13"
+ name: "res4b13"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b13"
+ top: "res4b13"
+ name: "res4b13_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b13"
+ top: "res4b14_branch2a"
+ name: "res4b14_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b14_branch2a"
+ top: "res4b14_branch2a"
+ name: "bn4b14_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b14_branch2a"
+ top: "res4b14_branch2a"
+ name: "scale4b14_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b14_branch2a"
+ bottom: "res4b14_branch2a"
+ name: "res4b14_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b14_branch2a"
+ top: "res4b14_branch2b"
+ name: "res4b14_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b14_branch2b"
+ top: "res4b14_branch2b"
+ name: "bn4b14_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b14_branch2b"
+ top: "res4b14_branch2b"
+ name: "scale4b14_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b14_branch2b"
+ bottom: "res4b14_branch2b"
+ name: "res4b14_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b14_branch2b"
+ top: "res4b14_branch2c"
+ name: "res4b14_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b14_branch2c"
+ top: "res4b14_branch2c"
+ name: "bn4b14_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b14_branch2c"
+ top: "res4b14_branch2c"
+ name: "scale4b14_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b13"
+ bottom: "res4b14_branch2c"
+ top: "res4b14"
+ name: "res4b14"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b14"
+ top: "res4b14"
+ name: "res4b14_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b14"
+ top: "res4b15_branch2a"
+ name: "res4b15_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b15_branch2a"
+ top: "res4b15_branch2a"
+ name: "bn4b15_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b15_branch2a"
+ top: "res4b15_branch2a"
+ name: "scale4b15_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b15_branch2a"
+ bottom: "res4b15_branch2a"
+ name: "res4b15_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b15_branch2a"
+ top: "res4b15_branch2b"
+ name: "res4b15_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b15_branch2b"
+ top: "res4b15_branch2b"
+ name: "bn4b15_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b15_branch2b"
+ top: "res4b15_branch2b"
+ name: "scale4b15_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b15_branch2b"
+ bottom: "res4b15_branch2b"
+ name: "res4b15_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b15_branch2b"
+ top: "res4b15_branch2c"
+ name: "res4b15_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b15_branch2c"
+ top: "res4b15_branch2c"
+ name: "bn4b15_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b15_branch2c"
+ top: "res4b15_branch2c"
+ name: "scale4b15_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b14"
+ bottom: "res4b15_branch2c"
+ top: "res4b15"
+ name: "res4b15"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b15"
+ top: "res4b15"
+ name: "res4b15_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b15"
+ top: "res4b16_branch2a"
+ name: "res4b16_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b16_branch2a"
+ top: "res4b16_branch2a"
+ name: "bn4b16_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b16_branch2a"
+ top: "res4b16_branch2a"
+ name: "scale4b16_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b16_branch2a"
+ bottom: "res4b16_branch2a"
+ name: "res4b16_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b16_branch2a"
+ top: "res4b16_branch2b"
+ name: "res4b16_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b16_branch2b"
+ top: "res4b16_branch2b"
+ name: "bn4b16_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b16_branch2b"
+ top: "res4b16_branch2b"
+ name: "scale4b16_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b16_branch2b"
+ bottom: "res4b16_branch2b"
+ name: "res4b16_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b16_branch2b"
+ top: "res4b16_branch2c"
+ name: "res4b16_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b16_branch2c"
+ top: "res4b16_branch2c"
+ name: "bn4b16_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b16_branch2c"
+ top: "res4b16_branch2c"
+ name: "scale4b16_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b15"
+ bottom: "res4b16_branch2c"
+ top: "res4b16"
+ name: "res4b16"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b16"
+ top: "res4b16"
+ name: "res4b16_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b16"
+ top: "res4b17_branch2a"
+ name: "res4b17_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b17_branch2a"
+ top: "res4b17_branch2a"
+ name: "bn4b17_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b17_branch2a"
+ top: "res4b17_branch2a"
+ name: "scale4b17_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b17_branch2a"
+ bottom: "res4b17_branch2a"
+ name: "res4b17_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b17_branch2a"
+ top: "res4b17_branch2b"
+ name: "res4b17_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b17_branch2b"
+ top: "res4b17_branch2b"
+ name: "bn4b17_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b17_branch2b"
+ top: "res4b17_branch2b"
+ name: "scale4b17_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b17_branch2b"
+ bottom: "res4b17_branch2b"
+ name: "res4b17_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b17_branch2b"
+ top: "res4b17_branch2c"
+ name: "res4b17_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b17_branch2c"
+ top: "res4b17_branch2c"
+ name: "bn4b17_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b17_branch2c"
+ top: "res4b17_branch2c"
+ name: "scale4b17_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b16"
+ bottom: "res4b17_branch2c"
+ top: "res4b17"
+ name: "res4b17"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b17"
+ top: "res4b17"
+ name: "res4b17_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b17"
+ top: "res4b18_branch2a"
+ name: "res4b18_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b18_branch2a"
+ top: "res4b18_branch2a"
+ name: "bn4b18_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b18_branch2a"
+ top: "res4b18_branch2a"
+ name: "scale4b18_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b18_branch2a"
+ bottom: "res4b18_branch2a"
+ name: "res4b18_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b18_branch2a"
+ top: "res4b18_branch2b"
+ name: "res4b18_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b18_branch2b"
+ top: "res4b18_branch2b"
+ name: "bn4b18_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b18_branch2b"
+ top: "res4b18_branch2b"
+ name: "scale4b18_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b18_branch2b"
+ bottom: "res4b18_branch2b"
+ name: "res4b18_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b18_branch2b"
+ top: "res4b18_branch2c"
+ name: "res4b18_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b18_branch2c"
+ top: "res4b18_branch2c"
+ name: "bn4b18_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b18_branch2c"
+ top: "res4b18_branch2c"
+ name: "scale4b18_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b17"
+ bottom: "res4b18_branch2c"
+ top: "res4b18"
+ name: "res4b18"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b18"
+ top: "res4b18"
+ name: "res4b18_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b18"
+ top: "res4b19_branch2a"
+ name: "res4b19_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b19_branch2a"
+ top: "res4b19_branch2a"
+ name: "bn4b19_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b19_branch2a"
+ top: "res4b19_branch2a"
+ name: "scale4b19_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b19_branch2a"
+ bottom: "res4b19_branch2a"
+ name: "res4b19_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b19_branch2a"
+ top: "res4b19_branch2b"
+ name: "res4b19_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b19_branch2b"
+ top: "res4b19_branch2b"
+ name: "bn4b19_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b19_branch2b"
+ top: "res4b19_branch2b"
+ name: "scale4b19_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b19_branch2b"
+ bottom: "res4b19_branch2b"
+ name: "res4b19_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b19_branch2b"
+ top: "res4b19_branch2c"
+ name: "res4b19_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b19_branch2c"
+ top: "res4b19_branch2c"
+ name: "bn4b19_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b19_branch2c"
+ top: "res4b19_branch2c"
+ name: "scale4b19_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b18"
+ bottom: "res4b19_branch2c"
+ top: "res4b19"
+ name: "res4b19"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b19"
+ top: "res4b19"
+ name: "res4b19_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b19"
+ top: "res4b20_branch2a"
+ name: "res4b20_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b20_branch2a"
+ top: "res4b20_branch2a"
+ name: "bn4b20_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b20_branch2a"
+ top: "res4b20_branch2a"
+ name: "scale4b20_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b20_branch2a"
+ bottom: "res4b20_branch2a"
+ name: "res4b20_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b20_branch2a"
+ top: "res4b20_branch2b"
+ name: "res4b20_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b20_branch2b"
+ top: "res4b20_branch2b"
+ name: "bn4b20_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b20_branch2b"
+ top: "res4b20_branch2b"
+ name: "scale4b20_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b20_branch2b"
+ bottom: "res4b20_branch2b"
+ name: "res4b20_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b20_branch2b"
+ top: "res4b20_branch2c"
+ name: "res4b20_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b20_branch2c"
+ top: "res4b20_branch2c"
+ name: "bn4b20_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b20_branch2c"
+ top: "res4b20_branch2c"
+ name: "scale4b20_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b19"
+ bottom: "res4b20_branch2c"
+ top: "res4b20"
+ name: "res4b20"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b20"
+ top: "res4b20"
+ name: "res4b20_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b20"
+ top: "res4b21_branch2a"
+ name: "res4b21_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b21_branch2a"
+ top: "res4b21_branch2a"
+ name: "bn4b21_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b21_branch2a"
+ top: "res4b21_branch2a"
+ name: "scale4b21_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b21_branch2a"
+ bottom: "res4b21_branch2a"
+ name: "res4b21_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b21_branch2a"
+ top: "res4b21_branch2b"
+ name: "res4b21_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b21_branch2b"
+ top: "res4b21_branch2b"
+ name: "bn4b21_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b21_branch2b"
+ top: "res4b21_branch2b"
+ name: "scale4b21_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b21_branch2b"
+ bottom: "res4b21_branch2b"
+ name: "res4b21_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b21_branch2b"
+ top: "res4b21_branch2c"
+ name: "res4b21_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b21_branch2c"
+ top: "res4b21_branch2c"
+ name: "bn4b21_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b21_branch2c"
+ top: "res4b21_branch2c"
+ name: "scale4b21_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b20"
+ bottom: "res4b21_branch2c"
+ top: "res4b21"
+ name: "res4b21"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b21"
+ top: "res4b21"
+ name: "res4b21_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b21"
+ top: "res4b22_branch2a"
+ name: "res4b22_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b22_branch2a"
+ top: "res4b22_branch2a"
+ name: "bn4b22_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b22_branch2a"
+ top: "res4b22_branch2a"
+ name: "scale4b22_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b22_branch2a"
+ bottom: "res4b22_branch2a"
+ name: "res4b22_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b22_branch2a"
+ top: "res4b22_branch2b"
+ name: "res4b22_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b22_branch2b"
+ top: "res4b22_branch2b"
+ name: "bn4b22_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b22_branch2b"
+ top: "res4b22_branch2b"
+ name: "scale4b22_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res4b22_branch2b"
+ bottom: "res4b22_branch2b"
+ name: "res4b22_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b22_branch2b"
+ top: "res4b22_branch2c"
+ name: "res4b22_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res4b22_branch2c"
+ top: "res4b22_branch2c"
+ name: "bn4b22_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b22_branch2c"
+ top: "res4b22_branch2c"
+ name: "scale4b22_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b21"
+ bottom: "res4b22_branch2c"
+ top: "res4b22"
+ name: "res4b22"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res4b22"
+ top: "res4b22"
+ name: "res4b22_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res4b22"
+ top: "res5a_branch1"
+ name: "res5a_branch1"
+ type: "Convolution"
+ convolution_param {
+ num_output: 2048
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res5a_branch1"
+ top: "res5a_branch1"
+ name: "bn5a_branch1"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res5a_branch1"
+ top: "res5a_branch1"
+ name: "scale5a_branch1"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res4b22"
+ top: "res5a_branch2a"
+ name: "res5a_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res5a_branch2a"
+ top: "res5a_branch2a"
+ name: "bn5a_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res5a_branch2a"
+ top: "res5a_branch2a"
+ name: "scale5a_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res5a_branch2a"
+ bottom: "res5a_branch2a"
+ name: "res5a_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res5a_branch2a"
+ top: "res5a_branch2b"
+ name: "res5a_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 512
+ kernel_size: 3
+ dilation: 2
+ pad: 2
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res5a_branch2b"
+ top: "res5a_branch2b"
+ name: "bn5a_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res5a_branch2b"
+ top: "res5a_branch2b"
+ name: "scale5a_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res5a_branch2b"
+ bottom: "res5a_branch2b"
+ name: "res5a_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res5a_branch2b"
+ top: "res5a_branch2c"
+ name: "res5a_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 2048
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res5a_branch2c"
+ top: "res5a_branch2c"
+ name: "bn5a_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res5a_branch2c"
+ top: "res5a_branch2c"
+ name: "scale5a_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res5a_branch1"
+ bottom: "res5a_branch2c"
+ top: "res5a"
+ name: "res5a"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res5a"
+ top: "res5a"
+ name: "res5a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res5a"
+ top: "res5b_branch2a"
+ name: "res5b_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res5b_branch2a"
+ top: "res5b_branch2a"
+ name: "bn5b_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res5b_branch2a"
+ top: "res5b_branch2a"
+ name: "scale5b_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res5b_branch2a"
+ bottom: "res5b_branch2a"
+ name: "res5b_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res5b_branch2a"
+ top: "res5b_branch2b"
+ name: "res5b_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 512
+ kernel_size: 3
+ dilation: 2
+ pad: 2
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res5b_branch2b"
+ top: "res5b_branch2b"
+ name: "bn5b_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res5b_branch2b"
+ top: "res5b_branch2b"
+ name: "scale5b_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res5b_branch2b"
+ bottom: "res5b_branch2b"
+ name: "res5b_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res5b_branch2b"
+ top: "res5b_branch2c"
+ name: "res5b_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 2048
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res5b_branch2c"
+ top: "res5b_branch2c"
+ name: "bn5b_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res5b_branch2c"
+ top: "res5b_branch2c"
+ name: "scale5b_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res5a"
+ bottom: "res5b_branch2c"
+ top: "res5b"
+ name: "res5b"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res5b"
+ top: "res5b"
+ name: "res5b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res5b"
+ top: "res5c_branch2a"
+ name: "res5c_branch2a"
+ type: "Convolution"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res5c_branch2a"
+ top: "res5c_branch2a"
+ name: "bn5c_branch2a"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res5c_branch2a"
+ top: "res5c_branch2a"
+ name: "scale5c_branch2a"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res5c_branch2a"
+ bottom: "res5c_branch2a"
+ name: "res5c_branch2a_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res5c_branch2a"
+ top: "res5c_branch2b"
+ name: "res5c_branch2b"
+ type: "Convolution"
+ convolution_param {
+ num_output: 512
+ kernel_size: 3
+ dilation: 2
+ pad: 2
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res5c_branch2b"
+ top: "res5c_branch2b"
+ name: "bn5c_branch2b"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res5c_branch2b"
+ top: "res5c_branch2b"
+ name: "scale5c_branch2b"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ top: "res5c_branch2b"
+ bottom: "res5c_branch2b"
+ name: "res5c_branch2b_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "res5c_branch2b"
+ top: "res5c_branch2c"
+ name: "res5c_branch2c"
+ type: "Convolution"
+ convolution_param {
+ num_output: 2048
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: false
+ }
+ param {
+ lr_mult: 1.0
+ }
+}
+
+layer {
+ bottom: "res5c_branch2c"
+ top: "res5c_branch2c"
+ name: "bn5c_branch2c"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res5c_branch2c"
+ top: "res5c_branch2c"
+ name: "scale5c_branch2c"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+}
+
+layer {
+ bottom: "res5b"
+ bottom: "res5c_branch2c"
+ top: "res5c"
+ name: "res5c"
+ type: "Eltwise"
+}
+
+layer {
+ bottom: "res5c"
+ top: "res5c"
+ name: "res5c_relu"
+ type: "ReLU"
+}
+
+
+#========= RPN ============
+
+layer {
+ name: "rpn_conv/3x3"
+ type: "Convolution"
+ bottom: "res4b22"
+ top: "rpn/output"
+ param { lr_mult: 1.0 decay_mult: 1.0 }
+ param { lr_mult: 2.0 decay_mult: 0 }
+ convolution_param {
+ num_output: 512
+ kernel_size: 3 pad: 1 stride: 1
+ weight_filler { type: "gaussian" std: 0.01 }
+ bias_filler { type: "constant" value: 0 }
+ }
+}
+layer {
+ name: "rpn_relu/3x3"
+ type: "ReLU"
+ bottom: "rpn/output"
+ top: "rpn/output"
+}
+
+layer {
+ name: "rpn_cls_score"
+ type: "Convolution"
+ bottom: "rpn/output"
+ top: "rpn_cls_score"
+ param { lr_mult: 1.0 decay_mult: 1.0 }
+ param { lr_mult: 2.0 decay_mult: 0 }
+ convolution_param {
+ num_output: 18 # 2(bg/fg) * 9(anchors)
+ kernel_size: 1 pad: 0 stride: 1
+ weight_filler { type: "gaussian" std: 0.01 }
+ bias_filler { type: "constant" value: 0 }
+ }
+}
+layer {
+ name: "rpn_bbox_pred"
+ type: "Convolution"
+ bottom: "rpn/output"
+ top: "rpn_bbox_pred"
+ param { lr_mult: 1.0 decay_mult: 1.0 }
+ param { lr_mult: 2.0 decay_mult: 0 }
+ convolution_param {
+ num_output: 36 # 4 * 9(anchors)
+ kernel_size: 1 pad: 0 stride: 1
+ weight_filler { type: "gaussian" std: 0.01 }
+ bias_filler { type: "constant" value: 0 }
+ }
+}
+layer {
+ bottom: "rpn_cls_score"
+ top: "rpn_cls_score_reshape"
+ name: "rpn_cls_score_reshape"
+ type: "Reshape"
+ reshape_param { shape { dim: 0 dim: 2 dim: -1 dim: 0 } }
+}
+
+#========= RoI Proposal ============
+
+layer {
+ name: "rpn_cls_prob"
+ type: "Softmax"
+ bottom: "rpn_cls_score_reshape"
+ top: "rpn_cls_prob"
+}
+layer {
+ name: 'rpn_cls_prob_reshape'
+ type: 'Reshape'
+ bottom: 'rpn_cls_prob'
+ top: 'rpn_cls_prob_reshape'
+ reshape_param { shape { dim: 0 dim: 18 dim: -1 dim: 0 } }
+}
+layer {
+ name: 'proposal'
+ type: 'Python'
+ bottom: 'rpn_cls_prob_reshape'
+ bottom: 'rpn_bbox_pred'
+ bottom: 'im_info'
+ top: 'rois'
+ python_param {
+ module: 'rpn.proposal_layer'
+ layer: 'ProposalLayer'
+ param_str: "'feat_stride': 16"
+ }
+}
+
+#----------------------new conv layer------------------
+layer {
+ bottom: "res5c"
+ top: "conv_new_1"
+ name: "conv_new_1"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ pad: 0
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+ param {
+ lr_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ }
+}
+
+layer {
+ bottom: "conv_new_1"
+ top: "conv_new_1"
+ name: "conv_new_1_relu"
+ type: "ReLU"
+}
+
+layer {
+ bottom: "conv_new_1"
+ top: "rfcn_cls"
+ name: "rfcn_cls"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1029 #21*(7^2) cls_num*(score_maps_size^2)
+ kernel_size: 1
+ pad: 0
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+ param {
+ lr_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ }
+}
+layer {
+ bottom: "conv_new_1"
+ top: "rfcn_bbox"
+ name: "rfcn_bbox"
+ type: "Convolution"
+ convolution_param {
+ num_output: 392 #8*(7^2) cls_num*(score_maps_size^2)
+ kernel_size: 1
+ pad: 0
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+ param {
+ lr_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ }
+}
+
+#--------------position sensitive RoI pooling--------------
+layer {
+ bottom: "rfcn_cls"
+ bottom: "rois"
+ top: "psroipooled_cls_rois"
+ name: "psroipooled_cls_rois"
+ type: "PSROIPooling"
+ psroi_pooling_param {
+ spatial_scale: 0.0625
+ output_dim: 21
+ group_size: 7
+ }
+}
+
+layer {
+ bottom: "psroipooled_cls_rois"
+ top: "cls_score"
+ name: "ave_cls_score_rois"
+ type: "Pooling"
+ pooling_param {
+ pool: AVE
+ kernel_size: 7
+ stride: 7
+ }
+}
+
+
+layer {
+ bottom: "rfcn_bbox"
+ bottom: "rois"
+ top: "psroipooled_loc_rois"
+ name: "psroipooled_loc_rois"
+ type: "PSROIPooling"
+ psroi_pooling_param {
+ spatial_scale: 0.0625
+ output_dim: 8
+ group_size: 7
+ }
+}
+
+layer {
+ bottom: "psroipooled_loc_rois"
+ top: "bbox_pred_pre"
+ name: "ave_bbox_pred_rois"
+ type: "Pooling"
+ pooling_param {
+ pool: AVE
+ kernel_size: 7
+ stride: 7
+ }
+}
+
+
+#-----------------------output------------------------
+layer {
+ name: "cls_prob"
+ type: "Softmax"
+ bottom: "cls_score"
+ top: "cls_prob_pre"
+}
+
+layer {
+ name: "cls_prob_reshape"
+ type: "Reshape"
+ bottom: "cls_prob_pre"
+ top: "cls_prob"
+ reshape_param {
+ shape {
+ dim: -1
+ dim: 21
+ }
+ }
+}
+
+layer {
+ name: "bbox_pred_reshape"
+ type: "Reshape"
+ bottom: "bbox_pred_pre"
+ top: "bbox_pred"
+ reshape_param {
+ shape {
+ dim: -1
+ dim: 8
+ }
+ }
+}
+
+
diff --git a/models/intel_optimized_models/benchmark/ssd/deploy.prototxt b/models/intel_optimized_models/benchmark/ssd/deploy.prototxt
new file mode 100644
index 000000000..317138703
--- /dev/null
+++ b/models/intel_optimized_models/benchmark/ssd/deploy.prototxt
@@ -0,0 +1,1620 @@
+name: "VGG_VOC0712_SSD_300x300_deploy"
+input: "data"
+input_shape { dim: 1 dim: 3 dim: 300 dim: 300}
+layer {
+ name: "conv1_1"
+ type: "Convolution"
+ bottom: "data"
+ top: "conv1_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 64
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu1_1"
+ type: "ReLU"
+ bottom: "conv1_1"
+ top: "conv1_1"
+}
+layer {
+ name: "conv1_2"
+ type: "Convolution"
+ bottom: "conv1_1"
+ top: "conv1_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 64
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu1_2"
+ type: "ReLU"
+ bottom: "conv1_2"
+ top: "conv1_2"
+}
+layer {
+ name: "pool1"
+ type: "Pooling"
+ bottom: "conv1_2"
+ top: "pool1"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "conv2_1"
+ type: "Convolution"
+ bottom: "pool1"
+ top: "conv2_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu2_1"
+ type: "ReLU"
+ bottom: "conv2_1"
+ top: "conv2_1"
+}
+layer {
+ name: "conv2_2"
+ type: "Convolution"
+ bottom: "conv2_1"
+ top: "conv2_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu2_2"
+ type: "ReLU"
+ bottom: "conv2_2"
+ top: "conv2_2"
+}
+layer {
+ name: "pool2"
+ type: "Pooling"
+ bottom: "conv2_2"
+ top: "pool2"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "conv3_1"
+ type: "Convolution"
+ bottom: "pool2"
+ top: "conv3_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu3_1"
+ type: "ReLU"
+ bottom: "conv3_1"
+ top: "conv3_1"
+}
+layer {
+ name: "conv3_2"
+ type: "Convolution"
+ bottom: "conv3_1"
+ top: "conv3_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu3_2"
+ type: "ReLU"
+ bottom: "conv3_2"
+ top: "conv3_2"
+}
+layer {
+ name: "conv3_3"
+ type: "Convolution"
+ bottom: "conv3_2"
+ top: "conv3_3"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu3_3"
+ type: "ReLU"
+ bottom: "conv3_3"
+ top: "conv3_3"
+}
+layer {
+ name: "pool3"
+ type: "Pooling"
+ bottom: "conv3_3"
+ top: "pool3"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "conv4_1"
+ type: "Convolution"
+ bottom: "pool3"
+ top: "conv4_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu4_1"
+ type: "ReLU"
+ bottom: "conv4_1"
+ top: "conv4_1"
+}
+layer {
+ name: "conv4_2"
+ type: "Convolution"
+ bottom: "conv4_1"
+ top: "conv4_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu4_2"
+ type: "ReLU"
+ bottom: "conv4_2"
+ top: "conv4_2"
+}
+layer {
+ name: "conv4_3"
+ type: "Convolution"
+ bottom: "conv4_2"
+ top: "conv4_3"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu4_3"
+ type: "ReLU"
+ bottom: "conv4_3"
+ top: "conv4_3"
+}
+layer {
+ name: "pool4"
+ type: "Pooling"
+ bottom: "conv4_3"
+ top: "pool4"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "conv5_1"
+ type: "Convolution"
+ bottom: "pool4"
+ top: "conv5_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ dilation: 1
+ }
+}
+layer {
+ name: "relu5_1"
+ type: "ReLU"
+ bottom: "conv5_1"
+ top: "conv5_1"
+}
+layer {
+ name: "conv5_2"
+ type: "Convolution"
+ bottom: "conv5_1"
+ top: "conv5_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ dilation: 1
+ }
+}
+layer {
+ name: "relu5_2"
+ type: "ReLU"
+ bottom: "conv5_2"
+ top: "conv5_2"
+}
+layer {
+ name: "conv5_3"
+ type: "Convolution"
+ bottom: "conv5_2"
+ top: "conv5_3"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ dilation: 1
+ }
+}
+layer {
+ name: "relu5_3"
+ type: "ReLU"
+ bottom: "conv5_3"
+ top: "conv5_3"
+}
+layer {
+ name: "pool5"
+ type: "Pooling"
+ bottom: "conv5_3"
+ top: "pool5"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ name: "fc6"
+ type: "Convolution"
+ bottom: "pool5"
+ top: "fc6"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 1024
+ pad: 6
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ dilation: 6
+ }
+}
+layer {
+ name: "relu6"
+ type: "ReLU"
+ bottom: "fc6"
+ top: "fc6"
+}
+layer {
+ name: "fc7"
+ type: "Convolution"
+ bottom: "fc6"
+ top: "fc7"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu7"
+ type: "ReLU"
+ bottom: "fc7"
+ top: "fc7"
+}
+layer {
+ name: "conv6_1"
+ type: "Convolution"
+ bottom: "fc7"
+ top: "conv6_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv6_1_relu"
+ type: "ReLU"
+ bottom: "conv6_1"
+ top: "conv6_1"
+}
+layer {
+ name: "conv6_2"
+ type: "Convolution"
+ bottom: "conv6_1"
+ top: "conv6_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv6_2_relu"
+ type: "ReLU"
+ bottom: "conv6_2"
+ top: "conv6_2"
+}
+layer {
+ name: "conv7_1"
+ type: "Convolution"
+ bottom: "conv6_2"
+ top: "conv7_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv7_1_relu"
+ type: "ReLU"
+ bottom: "conv7_1"
+ top: "conv7_1"
+}
+layer {
+ name: "conv7_2"
+ type: "Convolution"
+ bottom: "conv7_1"
+ top: "conv7_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv7_2_relu"
+ type: "ReLU"
+ bottom: "conv7_2"
+ top: "conv7_2"
+}
+layer {
+ name: "conv8_1"
+ type: "Convolution"
+ bottom: "conv7_2"
+ top: "conv8_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv8_1_relu"
+ type: "ReLU"
+ bottom: "conv8_1"
+ top: "conv8_1"
+}
+layer {
+ name: "conv8_2"
+ type: "Convolution"
+ bottom: "conv8_1"
+ top: "conv8_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 0
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv8_2_relu"
+ type: "ReLU"
+ bottom: "conv8_2"
+ top: "conv8_2"
+}
+layer {
+ name: "conv9_1"
+ type: "Convolution"
+ bottom: "conv8_2"
+ top: "conv9_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv9_1_relu"
+ type: "ReLU"
+ bottom: "conv9_1"
+ top: "conv9_1"
+}
+layer {
+ name: "conv9_2"
+ type: "Convolution"
+ bottom: "conv9_1"
+ top: "conv9_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 0
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv9_2_relu"
+ type: "ReLU"
+ bottom: "conv9_2"
+ top: "conv9_2"
+}
+layer {
+ name: "conv4_3_norm"
+ type: "Normalize"
+ bottom: "conv4_3"
+ top: "conv4_3_norm"
+ norm_param {
+ across_spatial: false
+ scale_filler {
+ type: "constant"
+ value: 20
+ }
+ channel_shared: false
+ }
+}
+layer {
+ name: "conv4_3_norm_mbox_loc"
+ type: "Convolution"
+ bottom: "conv4_3_norm"
+ top: "conv4_3_norm_mbox_loc"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 16
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv4_3_norm_mbox_loc_perm"
+ type: "Permute"
+ bottom: "conv4_3_norm_mbox_loc"
+ top: "conv4_3_norm_mbox_loc_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv4_3_norm_mbox_loc_flat"
+ type: "Flatten"
+ bottom: "conv4_3_norm_mbox_loc_perm"
+ top: "conv4_3_norm_mbox_loc_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv4_3_norm_mbox_conf"
+ type: "Convolution"
+ bottom: "conv4_3_norm"
+ top: "conv4_3_norm_mbox_conf"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 84
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv4_3_norm_mbox_conf_perm"
+ type: "Permute"
+ bottom: "conv4_3_norm_mbox_conf"
+ top: "conv4_3_norm_mbox_conf_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv4_3_norm_mbox_conf_flat"
+ type: "Flatten"
+ bottom: "conv4_3_norm_mbox_conf_perm"
+ top: "conv4_3_norm_mbox_conf_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv4_3_norm_mbox_priorbox"
+ type: "PriorBox"
+ bottom: "conv4_3_norm"
+ bottom: "data"
+ top: "conv4_3_norm_mbox_priorbox"
+ prior_box_param {
+ min_size: 30.0
+ max_size: 60.0
+ aspect_ratio: 2
+ flip: true
+ clip: false
+ variance: 0.1
+ variance: 0.1
+ variance: 0.2
+ variance: 0.2
+ step: 8
+ offset: 0.5
+ }
+}
+layer {
+ name: "fc7_mbox_loc"
+ type: "Convolution"
+ bottom: "fc7"
+ top: "fc7_mbox_loc"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 24
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "fc7_mbox_loc_perm"
+ type: "Permute"
+ bottom: "fc7_mbox_loc"
+ top: "fc7_mbox_loc_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "fc7_mbox_loc_flat"
+ type: "Flatten"
+ bottom: "fc7_mbox_loc_perm"
+ top: "fc7_mbox_loc_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "fc7_mbox_conf"
+ type: "Convolution"
+ bottom: "fc7"
+ top: "fc7_mbox_conf"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 126
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "fc7_mbox_conf_perm"
+ type: "Permute"
+ bottom: "fc7_mbox_conf"
+ top: "fc7_mbox_conf_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "fc7_mbox_conf_flat"
+ type: "Flatten"
+ bottom: "fc7_mbox_conf_perm"
+ top: "fc7_mbox_conf_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "fc7_mbox_priorbox"
+ type: "PriorBox"
+ bottom: "fc7"
+ bottom: "data"
+ top: "fc7_mbox_priorbox"
+ prior_box_param {
+ min_size: 60.0
+ max_size: 111.0
+ aspect_ratio: 2
+ aspect_ratio: 3
+ flip: true
+ clip: false
+ variance: 0.1
+ variance: 0.1
+ variance: 0.2
+ variance: 0.2
+ step: 16
+ offset: 0.5
+ }
+}
+layer {
+ name: "conv6_2_mbox_loc"
+ type: "Convolution"
+ bottom: "conv6_2"
+ top: "conv6_2_mbox_loc"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 24
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv6_2_mbox_loc_perm"
+ type: "Permute"
+ bottom: "conv6_2_mbox_loc"
+ top: "conv6_2_mbox_loc_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv6_2_mbox_loc_flat"
+ type: "Flatten"
+ bottom: "conv6_2_mbox_loc_perm"
+ top: "conv6_2_mbox_loc_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv6_2_mbox_conf"
+ type: "Convolution"
+ bottom: "conv6_2"
+ top: "conv6_2_mbox_conf"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 126
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv6_2_mbox_conf_perm"
+ type: "Permute"
+ bottom: "conv6_2_mbox_conf"
+ top: "conv6_2_mbox_conf_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv6_2_mbox_conf_flat"
+ type: "Flatten"
+ bottom: "conv6_2_mbox_conf_perm"
+ top: "conv6_2_mbox_conf_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv6_2_mbox_priorbox"
+ type: "PriorBox"
+ bottom: "conv6_2"
+ bottom: "data"
+ top: "conv6_2_mbox_priorbox"
+ prior_box_param {
+ min_size: 111.0
+ max_size: 162.0
+ aspect_ratio: 2
+ aspect_ratio: 3
+ flip: true
+ clip: false
+ variance: 0.1
+ variance: 0.1
+ variance: 0.2
+ variance: 0.2
+ step: 32
+ offset: 0.5
+ }
+}
+layer {
+ name: "conv7_2_mbox_loc"
+ type: "Convolution"
+ bottom: "conv7_2"
+ top: "conv7_2_mbox_loc"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 24
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv7_2_mbox_loc_perm"
+ type: "Permute"
+ bottom: "conv7_2_mbox_loc"
+ top: "conv7_2_mbox_loc_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv7_2_mbox_loc_flat"
+ type: "Flatten"
+ bottom: "conv7_2_mbox_loc_perm"
+ top: "conv7_2_mbox_loc_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv7_2_mbox_conf"
+ type: "Convolution"
+ bottom: "conv7_2"
+ top: "conv7_2_mbox_conf"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 126
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv7_2_mbox_conf_perm"
+ type: "Permute"
+ bottom: "conv7_2_mbox_conf"
+ top: "conv7_2_mbox_conf_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv7_2_mbox_conf_flat"
+ type: "Flatten"
+ bottom: "conv7_2_mbox_conf_perm"
+ top: "conv7_2_mbox_conf_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv7_2_mbox_priorbox"
+ type: "PriorBox"
+ bottom: "conv7_2"
+ bottom: "data"
+ top: "conv7_2_mbox_priorbox"
+ prior_box_param {
+ min_size: 162.0
+ max_size: 213.0
+ aspect_ratio: 2
+ aspect_ratio: 3
+ flip: true
+ clip: false
+ variance: 0.1
+ variance: 0.1
+ variance: 0.2
+ variance: 0.2
+ step: 64
+ offset: 0.5
+ }
+}
+layer {
+ name: "conv8_2_mbox_loc"
+ type: "Convolution"
+ bottom: "conv8_2"
+ top: "conv8_2_mbox_loc"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 16
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv8_2_mbox_loc_perm"
+ type: "Permute"
+ bottom: "conv8_2_mbox_loc"
+ top: "conv8_2_mbox_loc_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv8_2_mbox_loc_flat"
+ type: "Flatten"
+ bottom: "conv8_2_mbox_loc_perm"
+ top: "conv8_2_mbox_loc_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv8_2_mbox_conf"
+ type: "Convolution"
+ bottom: "conv8_2"
+ top: "conv8_2_mbox_conf"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 84
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv8_2_mbox_conf_perm"
+ type: "Permute"
+ bottom: "conv8_2_mbox_conf"
+ top: "conv8_2_mbox_conf_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv8_2_mbox_conf_flat"
+ type: "Flatten"
+ bottom: "conv8_2_mbox_conf_perm"
+ top: "conv8_2_mbox_conf_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv8_2_mbox_priorbox"
+ type: "PriorBox"
+ bottom: "conv8_2"
+ bottom: "data"
+ top: "conv8_2_mbox_priorbox"
+ prior_box_param {
+ min_size: 213.0
+ max_size: 264.0
+ aspect_ratio: 2
+ flip: true
+ clip: false
+ variance: 0.1
+ variance: 0.1
+ variance: 0.2
+ variance: 0.2
+ step: 100
+ offset: 0.5
+ }
+}
+layer {
+ name: "conv9_2_mbox_loc"
+ type: "Convolution"
+ bottom: "conv9_2"
+ top: "conv9_2_mbox_loc"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 16
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv9_2_mbox_loc_perm"
+ type: "Permute"
+ bottom: "conv9_2_mbox_loc"
+ top: "conv9_2_mbox_loc_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv9_2_mbox_loc_flat"
+ type: "Flatten"
+ bottom: "conv9_2_mbox_loc_perm"
+ top: "conv9_2_mbox_loc_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv9_2_mbox_conf"
+ type: "Convolution"
+ bottom: "conv9_2"
+ top: "conv9_2_mbox_conf"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 84
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv9_2_mbox_conf_perm"
+ type: "Permute"
+ bottom: "conv9_2_mbox_conf"
+ top: "conv9_2_mbox_conf_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv9_2_mbox_conf_flat"
+ type: "Flatten"
+ bottom: "conv9_2_mbox_conf_perm"
+ top: "conv9_2_mbox_conf_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv9_2_mbox_priorbox"
+ type: "PriorBox"
+ bottom: "conv9_2"
+ bottom: "data"
+ top: "conv9_2_mbox_priorbox"
+ prior_box_param {
+ min_size: 264.0
+ max_size: 315.0
+ aspect_ratio: 2
+ flip: true
+ clip: false
+ variance: 0.1
+ variance: 0.1
+ variance: 0.2
+ variance: 0.2
+ step: 300
+ offset: 0.5
+ }
+}
+layer {
+ name: "mbox_loc"
+ type: "Concat"
+ bottom: "conv4_3_norm_mbox_loc_flat"
+ bottom: "fc7_mbox_loc_flat"
+ bottom: "conv6_2_mbox_loc_flat"
+ bottom: "conv7_2_mbox_loc_flat"
+ bottom: "conv8_2_mbox_loc_flat"
+ bottom: "conv9_2_mbox_loc_flat"
+ top: "mbox_loc"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "mbox_conf"
+ type: "Concat"
+ bottom: "conv4_3_norm_mbox_conf_flat"
+ bottom: "fc7_mbox_conf_flat"
+ bottom: "conv6_2_mbox_conf_flat"
+ bottom: "conv7_2_mbox_conf_flat"
+ bottom: "conv8_2_mbox_conf_flat"
+ bottom: "conv9_2_mbox_conf_flat"
+ top: "mbox_conf"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "mbox_priorbox"
+ type: "Concat"
+ bottom: "conv4_3_norm_mbox_priorbox"
+ bottom: "fc7_mbox_priorbox"
+ bottom: "conv6_2_mbox_priorbox"
+ bottom: "conv7_2_mbox_priorbox"
+ bottom: "conv8_2_mbox_priorbox"
+ bottom: "conv9_2_mbox_priorbox"
+ top: "mbox_priorbox"
+ concat_param {
+ axis: 2
+ }
+}
+layer {
+ name: "mbox_conf_reshape"
+ type: "Reshape"
+ bottom: "mbox_conf"
+ top: "mbox_conf_reshape"
+ reshape_param {
+ shape { dim: 0 dim: -1 dim: 21}
+ }
+}
+layer {
+ name: "mbox_conf_softmax"
+ type: "Softmax"
+ bottom: "mbox_conf_reshape"
+ top: "mbox_conf_softmax"
+ softmax_param {
+ axis: 2
+ }
+}
+layer {
+ name: "mbox_conf_flatten"
+ type: "Flatten"
+ bottom: "mbox_conf_softmax"
+ top: "mbox_conf_flatten"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "detection_out"
+ type: "DetectionOutput"
+ bottom: "mbox_loc"
+ bottom: "mbox_conf_flatten"
+ bottom: "mbox_priorbox"
+ top: "detection_out"
+ include {
+ phase: TEST
+ }
+ detection_output_param {
+ num_classes: 21
+ share_location: true
+ background_label_id: 0
+ nms_param {
+ nms_threshold: 0.45
+ top_k: 400
+ }
+ # save_output_param {
+ # output_directory: "data/ssd_out/VOC2007/SSD_300x300"
+ # output_name_prefix: "comp4_det_test_"
+ # output_format: "VOC"
+ # label_map_file: "data/VOC0712/labelmap_voc.prototxt"
+ # name_size_file: "data/VOC0712/test_name_size.txt"
+ # num_test_image: 4952
+ # }
+ code_type: CENTER_SIZE
+ keep_top_k: 200
+ confidence_threshold: 0.01
+ }
+}
+
diff --git a/models/intel_optimized_models/benchmark/ssd/train_val_dummydata.prototxt b/models/intel_optimized_models/benchmark/ssd/train_val_dummydata.prototxt
new file mode 100644
index 000000000..ea1d4aa51
--- /dev/null
+++ b/models/intel_optimized_models/benchmark/ssd/train_val_dummydata.prototxt
@@ -0,0 +1,1617 @@
+name: "VGG_VOC0712_SSD_300x300_train"
+layer {
+ name: "data"
+ type: "DummyData"
+ top: "data"
+ top: "label"
+ include {
+ phase: TRAIN
+ }
+ dummy_data_param {
+ shape: { dim: 256 dim: 3 dim: 300 dim: 300}
+ data_filler {
+ type: "constant"
+ value: 0.01
+ }
+ data_filler {
+ type: "uniform"
+ min: 1
+ max: 10
+ }
+ }
+}
+
+layer {
+ name: "conv1_1"
+ type: "Convolution"
+ bottom: "data"
+ top: "conv1_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 64
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu1_1"
+ type: "ReLU"
+ bottom: "conv1_1"
+ top: "conv1_1"
+}
+layer {
+ name: "conv1_2"
+ type: "Convolution"
+ bottom: "conv1_1"
+ top: "conv1_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 64
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu1_2"
+ type: "ReLU"
+ bottom: "conv1_2"
+ top: "conv1_2"
+}
+layer {
+ name: "pool1"
+ type: "Pooling"
+ bottom: "conv1_2"
+ top: "pool1"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "conv2_1"
+ type: "Convolution"
+ bottom: "pool1"
+ top: "conv2_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu2_1"
+ type: "ReLU"
+ bottom: "conv2_1"
+ top: "conv2_1"
+}
+layer {
+ name: "conv2_2"
+ type: "Convolution"
+ bottom: "conv2_1"
+ top: "conv2_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu2_2"
+ type: "ReLU"
+ bottom: "conv2_2"
+ top: "conv2_2"
+}
+layer {
+ name: "pool2"
+ type: "Pooling"
+ bottom: "conv2_2"
+ top: "pool2"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "conv3_1"
+ type: "Convolution"
+ bottom: "pool2"
+ top: "conv3_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu3_1"
+ type: "ReLU"
+ bottom: "conv3_1"
+ top: "conv3_1"
+}
+layer {
+ name: "conv3_2"
+ type: "Convolution"
+ bottom: "conv3_1"
+ top: "conv3_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu3_2"
+ type: "ReLU"
+ bottom: "conv3_2"
+ top: "conv3_2"
+}
+layer {
+ name: "conv3_3"
+ type: "Convolution"
+ bottom: "conv3_2"
+ top: "conv3_3"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu3_3"
+ type: "ReLU"
+ bottom: "conv3_3"
+ top: "conv3_3"
+}
+layer {
+ name: "pool3"
+ type: "Pooling"
+ bottom: "conv3_3"
+ top: "pool3"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "conv4_1"
+ type: "Convolution"
+ bottom: "pool3"
+ top: "conv4_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu4_1"
+ type: "ReLU"
+ bottom: "conv4_1"
+ top: "conv4_1"
+}
+layer {
+ name: "conv4_2"
+ type: "Convolution"
+ bottom: "conv4_1"
+ top: "conv4_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu4_2"
+ type: "ReLU"
+ bottom: "conv4_2"
+ top: "conv4_2"
+}
+layer {
+ name: "conv4_3"
+ type: "Convolution"
+ bottom: "conv4_2"
+ top: "conv4_3"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu4_3"
+ type: "ReLU"
+ bottom: "conv4_3"
+ top: "conv4_3"
+}
+layer {
+ name: "pool4"
+ type: "Pooling"
+ bottom: "conv4_3"
+ top: "pool4"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "conv5_1"
+ type: "Convolution"
+ bottom: "pool4"
+ top: "conv5_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ dilation: 1
+ }
+}
+layer {
+ name: "relu5_1"
+ type: "ReLU"
+ bottom: "conv5_1"
+ top: "conv5_1"
+}
+layer {
+ name: "conv5_2"
+ type: "Convolution"
+ bottom: "conv5_1"
+ top: "conv5_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ dilation: 1
+ }
+}
+layer {
+ name: "relu5_2"
+ type: "ReLU"
+ bottom: "conv5_2"
+ top: "conv5_2"
+}
+layer {
+ name: "conv5_3"
+ type: "Convolution"
+ bottom: "conv5_2"
+ top: "conv5_3"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ dilation: 1
+ }
+}
+layer {
+ name: "relu5_3"
+ type: "ReLU"
+ bottom: "conv5_3"
+ top: "conv5_3"
+}
+layer {
+ name: "pool5"
+ type: "Pooling"
+ bottom: "conv5_3"
+ top: "pool5"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 1
+ pad: 1
+ }
+}
+layer {
+ name: "fc6"
+ type: "Convolution"
+ bottom: "pool5"
+ top: "fc6"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 1024
+ pad: 6
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ dilation: 6
+ }
+}
+layer {
+ name: "relu6"
+ type: "ReLU"
+ bottom: "fc6"
+ top: "fc6"
+}
+layer {
+ name: "fc7"
+ type: "Convolution"
+ bottom: "fc6"
+ top: "fc7"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 1024
+ kernel_size: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "relu7"
+ type: "ReLU"
+ bottom: "fc7"
+ top: "fc7"
+}
+layer {
+ name: "conv6_1"
+ type: "Convolution"
+ bottom: "fc7"
+ top: "conv6_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv6_1_relu"
+ type: "ReLU"
+ bottom: "conv6_1"
+ top: "conv6_1"
+}
+layer {
+ name: "conv6_2"
+ type: "Convolution"
+ bottom: "conv6_1"
+ top: "conv6_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv6_2_relu"
+ type: "ReLU"
+ bottom: "conv6_2"
+ top: "conv6_2"
+}
+layer {
+ name: "conv7_1"
+ type: "Convolution"
+ bottom: "conv6_2"
+ top: "conv7_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv7_1_relu"
+ type: "ReLU"
+ bottom: "conv7_1"
+ top: "conv7_1"
+}
+layer {
+ name: "conv7_2"
+ type: "Convolution"
+ bottom: "conv7_1"
+ top: "conv7_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv7_2_relu"
+ type: "ReLU"
+ bottom: "conv7_2"
+ top: "conv7_2"
+}
+layer {
+ name: "conv8_1"
+ type: "Convolution"
+ bottom: "conv7_2"
+ top: "conv8_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv8_1_relu"
+ type: "ReLU"
+ bottom: "conv8_1"
+ top: "conv8_1"
+}
+layer {
+ name: "conv8_2"
+ type: "Convolution"
+ bottom: "conv8_1"
+ top: "conv8_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 0
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv8_2_relu"
+ type: "ReLU"
+ bottom: "conv8_2"
+ top: "conv8_2"
+}
+layer {
+ name: "conv9_1"
+ type: "Convolution"
+ bottom: "conv8_2"
+ top: "conv9_1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 128
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv9_1_relu"
+ type: "ReLU"
+ bottom: "conv9_1"
+ top: "conv9_1"
+}
+layer {
+ name: "conv9_2"
+ type: "Convolution"
+ bottom: "conv9_1"
+ top: "conv9_2"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 0
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv9_2_relu"
+ type: "ReLU"
+ bottom: "conv9_2"
+ top: "conv9_2"
+}
+layer {
+ name: "conv4_3_norm"
+ type: "Normalize"
+ bottom: "conv4_3"
+ top: "conv4_3_norm"
+ norm_param {
+ across_spatial: false
+ scale_filler {
+ type: "constant"
+ value: 20
+ }
+ channel_shared: false
+ }
+}
+layer {
+ name: "conv4_3_norm_mbox_loc"
+ type: "Convolution"
+ bottom: "conv4_3_norm"
+ top: "conv4_3_norm_mbox_loc"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 16
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv4_3_norm_mbox_loc_perm"
+ type: "Permute"
+ bottom: "conv4_3_norm_mbox_loc"
+ top: "conv4_3_norm_mbox_loc_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv4_3_norm_mbox_loc_flat"
+ type: "Flatten"
+ bottom: "conv4_3_norm_mbox_loc_perm"
+ top: "conv4_3_norm_mbox_loc_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv4_3_norm_mbox_conf"
+ type: "Convolution"
+ bottom: "conv4_3_norm"
+ top: "conv4_3_norm_mbox_conf"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 84
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv4_3_norm_mbox_conf_perm"
+ type: "Permute"
+ bottom: "conv4_3_norm_mbox_conf"
+ top: "conv4_3_norm_mbox_conf_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv4_3_norm_mbox_conf_flat"
+ type: "Flatten"
+ bottom: "conv4_3_norm_mbox_conf_perm"
+ top: "conv4_3_norm_mbox_conf_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv4_3_norm_mbox_priorbox"
+ type: "PriorBox"
+ bottom: "conv4_3_norm"
+ bottom: "data"
+ top: "conv4_3_norm_mbox_priorbox"
+ prior_box_param {
+ min_size: 30.0
+ max_size: 60.0
+ aspect_ratio: 2
+ flip: true
+ clip: false
+ variance: 0.1
+ variance: 0.1
+ variance: 0.2
+ variance: 0.2
+ step: 8
+ offset: 0.5
+ }
+}
+layer {
+ name: "fc7_mbox_loc"
+ type: "Convolution"
+ bottom: "fc7"
+ top: "fc7_mbox_loc"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 24
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "fc7_mbox_loc_perm"
+ type: "Permute"
+ bottom: "fc7_mbox_loc"
+ top: "fc7_mbox_loc_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "fc7_mbox_loc_flat"
+ type: "Flatten"
+ bottom: "fc7_mbox_loc_perm"
+ top: "fc7_mbox_loc_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "fc7_mbox_conf"
+ type: "Convolution"
+ bottom: "fc7"
+ top: "fc7_mbox_conf"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 126
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "fc7_mbox_conf_perm"
+ type: "Permute"
+ bottom: "fc7_mbox_conf"
+ top: "fc7_mbox_conf_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "fc7_mbox_conf_flat"
+ type: "Flatten"
+ bottom: "fc7_mbox_conf_perm"
+ top: "fc7_mbox_conf_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "fc7_mbox_priorbox"
+ type: "PriorBox"
+ bottom: "fc7"
+ bottom: "data"
+ top: "fc7_mbox_priorbox"
+ prior_box_param {
+ min_size: 60.0
+ max_size: 111.0
+ aspect_ratio: 2
+ aspect_ratio: 3
+ flip: true
+ clip: false
+ variance: 0.1
+ variance: 0.1
+ variance: 0.2
+ variance: 0.2
+ step: 16
+ offset: 0.5
+ }
+}
+layer {
+ name: "conv6_2_mbox_loc"
+ type: "Convolution"
+ bottom: "conv6_2"
+ top: "conv6_2_mbox_loc"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 24
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv6_2_mbox_loc_perm"
+ type: "Permute"
+ bottom: "conv6_2_mbox_loc"
+ top: "conv6_2_mbox_loc_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv6_2_mbox_loc_flat"
+ type: "Flatten"
+ bottom: "conv6_2_mbox_loc_perm"
+ top: "conv6_2_mbox_loc_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv6_2_mbox_conf"
+ type: "Convolution"
+ bottom: "conv6_2"
+ top: "conv6_2_mbox_conf"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 126
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv6_2_mbox_conf_perm"
+ type: "Permute"
+ bottom: "conv6_2_mbox_conf"
+ top: "conv6_2_mbox_conf_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv6_2_mbox_conf_flat"
+ type: "Flatten"
+ bottom: "conv6_2_mbox_conf_perm"
+ top: "conv6_2_mbox_conf_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv6_2_mbox_priorbox"
+ type: "PriorBox"
+ bottom: "conv6_2"
+ bottom: "data"
+ top: "conv6_2_mbox_priorbox"
+ prior_box_param {
+ min_size: 111.0
+ max_size: 162.0
+ aspect_ratio: 2
+ aspect_ratio: 3
+ flip: true
+ clip: false
+ variance: 0.1
+ variance: 0.1
+ variance: 0.2
+ variance: 0.2
+ step: 32
+ offset: 0.5
+ }
+}
+layer {
+ name: "conv7_2_mbox_loc"
+ type: "Convolution"
+ bottom: "conv7_2"
+ top: "conv7_2_mbox_loc"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 24
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv7_2_mbox_loc_perm"
+ type: "Permute"
+ bottom: "conv7_2_mbox_loc"
+ top: "conv7_2_mbox_loc_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv7_2_mbox_loc_flat"
+ type: "Flatten"
+ bottom: "conv7_2_mbox_loc_perm"
+ top: "conv7_2_mbox_loc_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv7_2_mbox_conf"
+ type: "Convolution"
+ bottom: "conv7_2"
+ top: "conv7_2_mbox_conf"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 126
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv7_2_mbox_conf_perm"
+ type: "Permute"
+ bottom: "conv7_2_mbox_conf"
+ top: "conv7_2_mbox_conf_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv7_2_mbox_conf_flat"
+ type: "Flatten"
+ bottom: "conv7_2_mbox_conf_perm"
+ top: "conv7_2_mbox_conf_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv7_2_mbox_priorbox"
+ type: "PriorBox"
+ bottom: "conv7_2"
+ bottom: "data"
+ top: "conv7_2_mbox_priorbox"
+ prior_box_param {
+ min_size: 162.0
+ max_size: 213.0
+ aspect_ratio: 2
+ aspect_ratio: 3
+ flip: true
+ clip: false
+ variance: 0.1
+ variance: 0.1
+ variance: 0.2
+ variance: 0.2
+ step: 64
+ offset: 0.5
+ }
+}
+layer {
+ name: "conv8_2_mbox_loc"
+ type: "Convolution"
+ bottom: "conv8_2"
+ top: "conv8_2_mbox_loc"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 16
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv8_2_mbox_loc_perm"
+ type: "Permute"
+ bottom: "conv8_2_mbox_loc"
+ top: "conv8_2_mbox_loc_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv8_2_mbox_loc_flat"
+ type: "Flatten"
+ bottom: "conv8_2_mbox_loc_perm"
+ top: "conv8_2_mbox_loc_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv8_2_mbox_conf"
+ type: "Convolution"
+ bottom: "conv8_2"
+ top: "conv8_2_mbox_conf"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 84
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv8_2_mbox_conf_perm"
+ type: "Permute"
+ bottom: "conv8_2_mbox_conf"
+ top: "conv8_2_mbox_conf_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv8_2_mbox_conf_flat"
+ type: "Flatten"
+ bottom: "conv8_2_mbox_conf_perm"
+ top: "conv8_2_mbox_conf_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv8_2_mbox_priorbox"
+ type: "PriorBox"
+ bottom: "conv8_2"
+ bottom: "data"
+ top: "conv8_2_mbox_priorbox"
+ prior_box_param {
+ min_size: 213.0
+ max_size: 264.0
+ aspect_ratio: 2
+ flip: true
+ clip: false
+ variance: 0.1
+ variance: 0.1
+ variance: 0.2
+ variance: 0.2
+ step: 100
+ offset: 0.5
+ }
+}
+layer {
+ name: "conv9_2_mbox_loc"
+ type: "Convolution"
+ bottom: "conv9_2"
+ top: "conv9_2_mbox_loc"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 16
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv9_2_mbox_loc_perm"
+ type: "Permute"
+ bottom: "conv9_2_mbox_loc"
+ top: "conv9_2_mbox_loc_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv9_2_mbox_loc_flat"
+ type: "Flatten"
+ bottom: "conv9_2_mbox_loc_perm"
+ top: "conv9_2_mbox_loc_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv9_2_mbox_conf"
+ type: "Convolution"
+ bottom: "conv9_2"
+ top: "conv9_2_mbox_conf"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 84
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv9_2_mbox_conf_perm"
+ type: "Permute"
+ bottom: "conv9_2_mbox_conf"
+ top: "conv9_2_mbox_conf_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv9_2_mbox_conf_flat"
+ type: "Flatten"
+ bottom: "conv9_2_mbox_conf_perm"
+ top: "conv9_2_mbox_conf_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv9_2_mbox_priorbox"
+ type: "PriorBox"
+ bottom: "conv9_2"
+ bottom: "data"
+ top: "conv9_2_mbox_priorbox"
+ prior_box_param {
+ min_size: 264.0
+ max_size: 315.0
+ aspect_ratio: 2
+ flip: true
+ clip: false
+ variance: 0.1
+ variance: 0.1
+ variance: 0.2
+ variance: 0.2
+ step: 300
+ offset: 0.5
+ }
+}
+layer {
+ name: "mbox_loc"
+ type: "Concat"
+ bottom: "conv4_3_norm_mbox_loc_flat"
+ bottom: "fc7_mbox_loc_flat"
+ bottom: "conv6_2_mbox_loc_flat"
+ bottom: "conv7_2_mbox_loc_flat"
+ bottom: "conv8_2_mbox_loc_flat"
+ bottom: "conv9_2_mbox_loc_flat"
+ top: "mbox_loc"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "mbox_conf"
+ type: "Concat"
+ bottom: "conv4_3_norm_mbox_conf_flat"
+ bottom: "fc7_mbox_conf_flat"
+ bottom: "conv6_2_mbox_conf_flat"
+ bottom: "conv7_2_mbox_conf_flat"
+ bottom: "conv8_2_mbox_conf_flat"
+ bottom: "conv9_2_mbox_conf_flat"
+ top: "mbox_conf"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "mbox_priorbox"
+ type: "Concat"
+ bottom: "conv4_3_norm_mbox_priorbox"
+ bottom: "fc7_mbox_priorbox"
+ bottom: "conv6_2_mbox_priorbox"
+ bottom: "conv7_2_mbox_priorbox"
+ bottom: "conv8_2_mbox_priorbox"
+ bottom: "conv9_2_mbox_priorbox"
+ top: "mbox_priorbox"
+ concat_param {
+ axis: 2
+ }
+}
+layer {
+ name: "mbox_loss"
+ type: "MultiBoxLoss"
+ bottom: "mbox_loc"
+ bottom: "mbox_conf"
+ bottom: "mbox_priorbox"
+ bottom: "label"
+ top: "mbox_loss"
+ include {
+ phase: TRAIN
+ }
+ propagate_down: true
+ propagate_down: true
+ propagate_down: false
+ propagate_down: false
+ loss_param {
+ normalization: VALID
+ }
+ multibox_loss_param {
+ loc_loss_type: SMOOTH_L1
+ conf_loss_type: SOFTMAX
+ loc_weight: 1.0
+ num_classes: 21
+ share_location: true
+ match_type: PER_PREDICTION
+ overlap_threshold: 0.5
+ use_prior_for_matching: true
+ background_label_id: 0
+ use_difficult_gt: true
+ neg_pos_ratio: 3.0
+ neg_overlap: 0.5
+ code_type: CENTER_SIZE
+ ignore_cross_boundary_bbox: false
+ mining_type: MAX_NEGATIVE
+ }
+}
\ No newline at end of file
diff --git a/models/intel_optimized_models/benchmark/ssd_mobilenet/deploy.prototxt b/models/intel_optimized_models/benchmark/ssd_mobilenet/deploy.prototxt
new file mode 100644
index 000000000..968e86c6d
--- /dev/null
+++ b/models/intel_optimized_models/benchmark/ssd_mobilenet/deploy.prototxt
@@ -0,0 +1,3106 @@
+name: "MobileNet-SSD"
+layer {
+ name: "data"
+ type: "DummyData"
+ top: "data"
+ dummy_data_param {
+ data_filler {
+ type: "constant"
+ value: 0.01
+ }
+ shape: { dim: 32 dim: 3 dim: 300 dim: 300 }
+ }
+}
+layer {
+ name: "data"
+ type: "DummyData"
+ top: "label"
+ dummy_data_param {
+ data_filler {
+ type: "constant"
+ value: 1
+ }
+ shape: { dim: 1 dim: 1 dim: 1 dim: 8 }
+ }
+}
+layer {
+ name: "conv0"
+ type: "Convolution"
+ bottom: "data"
+ top: "conv0"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv0/bn"
+ type: "BatchNorm"
+ bottom: "conv0"
+ top: "conv0"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv0/scale"
+ type: "Scale"
+ bottom: "conv0"
+ top: "conv0"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv0/relu"
+ type: "ReLU"
+ bottom: "conv0"
+ top: "conv0"
+}
+layer {
+ name: "conv1/dw"
+ type: "Convolution"
+ bottom: "conv0"
+ top: "conv1/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 32
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv1/dw/bn"
+ type: "BatchNorm"
+ bottom: "conv1/dw"
+ top: "conv1/dw"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv1/dw/scale"
+ type: "Scale"
+ bottom: "conv1/dw"
+ top: "conv1/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv1/dw/relu"
+ type: "ReLU"
+ bottom: "conv1/dw"
+ top: "conv1/dw"
+}
+layer {
+ name: "conv1"
+ type: "Convolution"
+ bottom: "conv1/dw"
+ top: "conv1"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv1/bn"
+ type: "BatchNorm"
+ bottom: "conv1"
+ top: "conv1"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv1/scale"
+ type: "Scale"
+ bottom: "conv1"
+ top: "conv1"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv1/relu"
+ type: "ReLU"
+ bottom: "conv1"
+ top: "conv1"
+}
+layer {
+ name: "conv2/dw"
+ type: "Convolution"
+ bottom: "conv1"
+ top: "conv2/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 2
+ group: 64
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv2/dw/bn"
+ type: "BatchNorm"
+ bottom: "conv2/dw"
+ top: "conv2/dw"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv2/dw/scale"
+ type: "Scale"
+ bottom: "conv2/dw"
+ top: "conv2/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv2/dw/relu"
+ type: "ReLU"
+ bottom: "conv2/dw"
+ top: "conv2/dw"
+}
+layer {
+ name: "conv2"
+ type: "Convolution"
+ bottom: "conv2/dw"
+ top: "conv2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 128
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv2/bn"
+ type: "BatchNorm"
+ bottom: "conv2"
+ top: "conv2"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv2/scale"
+ type: "Scale"
+ bottom: "conv2"
+ top: "conv2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv2/relu"
+ type: "ReLU"
+ bottom: "conv2"
+ top: "conv2"
+}
+layer {
+ name: "conv3/dw"
+ type: "Convolution"
+ bottom: "conv2"
+ top: "conv3/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 128
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 128
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv3/dw/bn"
+ type: "BatchNorm"
+ bottom: "conv3/dw"
+ top: "conv3/dw"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv3/dw/scale"
+ type: "Scale"
+ bottom: "conv3/dw"
+ top: "conv3/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv3/dw/relu"
+ type: "ReLU"
+ bottom: "conv3/dw"
+ top: "conv3/dw"
+}
+layer {
+ name: "conv3"
+ type: "Convolution"
+ bottom: "conv3/dw"
+ top: "conv3"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 128
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv3/bn"
+ type: "BatchNorm"
+ bottom: "conv3"
+ top: "conv3"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv3/scale"
+ type: "Scale"
+ bottom: "conv3"
+ top: "conv3"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv3/relu"
+ type: "ReLU"
+ bottom: "conv3"
+ top: "conv3"
+}
+layer {
+ name: "conv4/dw"
+ type: "Convolution"
+ bottom: "conv3"
+ top: "conv4/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 128
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 2
+ group: 128
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4/dw/bn"
+ type: "BatchNorm"
+ bottom: "conv4/dw"
+ top: "conv4/dw"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv4/dw/scale"
+ type: "Scale"
+ bottom: "conv4/dw"
+ top: "conv4/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv4/dw/relu"
+ type: "ReLU"
+ bottom: "conv4/dw"
+ top: "conv4/dw"
+}
+layer {
+ name: "conv4"
+ type: "Convolution"
+ bottom: "conv4/dw"
+ top: "conv4"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 256
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4/bn"
+ type: "BatchNorm"
+ bottom: "conv4"
+ top: "conv4"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv4/scale"
+ type: "Scale"
+ bottom: "conv4"
+ top: "conv4"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv4/relu"
+ type: "ReLU"
+ bottom: "conv4"
+ top: "conv4"
+}
+layer {
+ name: "conv5/dw"
+ type: "Convolution"
+ bottom: "conv4"
+ top: "conv5/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 256
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 256
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv5/dw/bn"
+ type: "BatchNorm"
+ bottom: "conv5/dw"
+ top: "conv5/dw"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv5/dw/scale"
+ type: "Scale"
+ bottom: "conv5/dw"
+ top: "conv5/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv5/dw/relu"
+ type: "ReLU"
+ bottom: "conv5/dw"
+ top: "conv5/dw"
+}
+layer {
+ name: "conv5"
+ type: "Convolution"
+ bottom: "conv5/dw"
+ top: "conv5"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 256
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv5/bn"
+ type: "BatchNorm"
+ bottom: "conv5"
+ top: "conv5"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv5/scale"
+ type: "Scale"
+ bottom: "conv5"
+ top: "conv5"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv5/relu"
+ type: "ReLU"
+ bottom: "conv5"
+ top: "conv5"
+}
+layer {
+ name: "conv6/dw"
+ type: "Convolution"
+ bottom: "conv5"
+ top: "conv6/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 256
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 2
+ group: 256
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6/dw/bn"
+ type: "BatchNorm"
+ bottom: "conv6/dw"
+ top: "conv6/dw"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv6/dw/scale"
+ type: "Scale"
+ bottom: "conv6/dw"
+ top: "conv6/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv6/dw/relu"
+ type: "ReLU"
+ bottom: "conv6/dw"
+ top: "conv6/dw"
+}
+layer {
+ name: "conv6"
+ type: "Convolution"
+ bottom: "conv6/dw"
+ top: "conv6"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 512
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6/bn"
+ type: "BatchNorm"
+ bottom: "conv6"
+ top: "conv6"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv6/scale"
+ type: "Scale"
+ bottom: "conv6"
+ top: "conv6"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv6/relu"
+ type: "ReLU"
+ bottom: "conv6"
+ top: "conv6"
+}
+layer {
+ name: "conv7/dw"
+ type: "Convolution"
+ bottom: "conv6"
+ top: "conv7/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 512
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 512
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv7/dw/bn"
+ type: "BatchNorm"
+ bottom: "conv7/dw"
+ top: "conv7/dw"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv7/dw/scale"
+ type: "Scale"
+ bottom: "conv7/dw"
+ top: "conv7/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv7/dw/relu"
+ type: "ReLU"
+ bottom: "conv7/dw"
+ top: "conv7/dw"
+}
+layer {
+ name: "conv7"
+ type: "Convolution"
+ bottom: "conv7/dw"
+ top: "conv7"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 512
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv7/bn"
+ type: "BatchNorm"
+ bottom: "conv7"
+ top: "conv7"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv7/scale"
+ type: "Scale"
+ bottom: "conv7"
+ top: "conv7"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv7/relu"
+ type: "ReLU"
+ bottom: "conv7"
+ top: "conv7"
+}
+layer {
+ name: "conv8/dw"
+ type: "Convolution"
+ bottom: "conv7"
+ top: "conv8/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 512
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 512
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv8/dw/bn"
+ type: "BatchNorm"
+ bottom: "conv8/dw"
+ top: "conv8/dw"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv8/dw/scale"
+ type: "Scale"
+ bottom: "conv8/dw"
+ top: "conv8/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv8/dw/relu"
+ type: "ReLU"
+ bottom: "conv8/dw"
+ top: "conv8/dw"
+}
+layer {
+ name: "conv8"
+ type: "Convolution"
+ bottom: "conv8/dw"
+ top: "conv8"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 512
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv8/bn"
+ type: "BatchNorm"
+ bottom: "conv8"
+ top: "conv8"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv8/scale"
+ type: "Scale"
+ bottom: "conv8"
+ top: "conv8"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv8/relu"
+ type: "ReLU"
+ bottom: "conv8"
+ top: "conv8"
+}
+layer {
+ name: "conv9/dw"
+ type: "Convolution"
+ bottom: "conv8"
+ top: "conv9/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 512
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 512
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv9/dw/bn"
+ type: "BatchNorm"
+ bottom: "conv9/dw"
+ top: "conv9/dw"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv9/dw/scale"
+ type: "Scale"
+ bottom: "conv9/dw"
+ top: "conv9/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv9/dw/relu"
+ type: "ReLU"
+ bottom: "conv9/dw"
+ top: "conv9/dw"
+}
+layer {
+ name: "conv9"
+ type: "Convolution"
+ bottom: "conv9/dw"
+ top: "conv9"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 512
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv9/bn"
+ type: "BatchNorm"
+ bottom: "conv9"
+ top: "conv9"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv9/scale"
+ type: "Scale"
+ bottom: "conv9"
+ top: "conv9"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv9/relu"
+ type: "ReLU"
+ bottom: "conv9"
+ top: "conv9"
+}
+layer {
+ name: "conv10/dw"
+ type: "Convolution"
+ bottom: "conv9"
+ top: "conv10/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 512
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 512
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv10/dw/bn"
+ type: "BatchNorm"
+ bottom: "conv10/dw"
+ top: "conv10/dw"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv10/dw/scale"
+ type: "Scale"
+ bottom: "conv10/dw"
+ top: "conv10/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv10/dw/relu"
+ type: "ReLU"
+ bottom: "conv10/dw"
+ top: "conv10/dw"
+}
+layer {
+ name: "conv10"
+ type: "Convolution"
+ bottom: "conv10/dw"
+ top: "conv10"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 512
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv10/bn"
+ type: "BatchNorm"
+ bottom: "conv10"
+ top: "conv10"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv10/scale"
+ type: "Scale"
+ bottom: "conv10"
+ top: "conv10"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv10/relu"
+ type: "ReLU"
+ bottom: "conv10"
+ top: "conv10"
+}
+layer {
+ name: "conv11/dw"
+ type: "Convolution"
+ bottom: "conv10"
+ top: "conv11/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 512
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 512
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv11/dw/bn"
+ type: "BatchNorm"
+ bottom: "conv11/dw"
+ top: "conv11/dw"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv11/dw/scale"
+ type: "Scale"
+ bottom: "conv11/dw"
+ top: "conv11/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv11/dw/relu"
+ type: "ReLU"
+ bottom: "conv11/dw"
+ top: "conv11/dw"
+}
+layer {
+ name: "conv11"
+ type: "Convolution"
+ bottom: "conv11/dw"
+ top: "conv11"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 512
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv11/bn"
+ type: "BatchNorm"
+ bottom: "conv11"
+ top: "conv11"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv11/scale"
+ type: "Scale"
+ bottom: "conv11"
+ top: "conv11"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv11/relu"
+ type: "ReLU"
+ bottom: "conv11"
+ top: "conv11"
+}
+layer {
+ name: "conv12/dw"
+ type: "Convolution"
+ bottom: "conv11"
+ top: "conv12/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 512
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 2
+ group: 512
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv12/dw/bn"
+ type: "BatchNorm"
+ bottom: "conv12/dw"
+ top: "conv12/dw"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv12/dw/scale"
+ type: "Scale"
+ bottom: "conv12/dw"
+ top: "conv12/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv12/dw/relu"
+ type: "ReLU"
+ bottom: "conv12/dw"
+ top: "conv12/dw"
+}
+layer {
+ name: "conv12"
+ type: "Convolution"
+ bottom: "conv12/dw"
+ top: "conv12"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 1024
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv12/bn"
+ type: "BatchNorm"
+ bottom: "conv12"
+ top: "conv12"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv12/scale"
+ type: "Scale"
+ bottom: "conv12"
+ top: "conv12"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv12/relu"
+ type: "ReLU"
+ bottom: "conv12"
+ top: "conv12"
+}
+layer {
+ name: "conv13/dw"
+ type: "Convolution"
+ bottom: "conv12"
+ top: "conv13/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 1024
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 1024
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv13/dw/bn"
+ type: "BatchNorm"
+ bottom: "conv13/dw"
+ top: "conv13/dw"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv13/dw/scale"
+ type: "Scale"
+ bottom: "conv13/dw"
+ top: "conv13/dw"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv13/dw/relu"
+ type: "ReLU"
+ bottom: "conv13/dw"
+ top: "conv13/dw"
+}
+layer {
+ name: "conv13"
+ type: "Convolution"
+ bottom: "conv13/dw"
+ top: "conv13"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 1024
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv13/bn"
+ type: "BatchNorm"
+ bottom: "conv13"
+ top: "conv13"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv13/scale"
+ type: "Scale"
+ bottom: "conv13"
+ top: "conv13"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv13/relu"
+ type: "ReLU"
+ bottom: "conv13"
+ top: "conv13"
+}
+layer {
+ name: "conv14_1"
+ type: "Convolution"
+ bottom: "conv13"
+ top: "conv14_1"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 256
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv14_1/bn"
+ type: "BatchNorm"
+ bottom: "conv14_1"
+ top: "conv14_1"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv14_1/scale"
+ type: "Scale"
+ bottom: "conv14_1"
+ top: "conv14_1"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv14_1/relu"
+ type: "ReLU"
+ bottom: "conv14_1"
+ top: "conv14_1"
+}
+layer {
+ name: "conv14_2"
+ type: "Convolution"
+ bottom: "conv14_1"
+ top: "conv14_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 512
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv14_2/bn"
+ type: "BatchNorm"
+ bottom: "conv14_2"
+ top: "conv14_2"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv14_2/scale"
+ type: "Scale"
+ bottom: "conv14_2"
+ top: "conv14_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv14_2/relu"
+ type: "ReLU"
+ bottom: "conv14_2"
+ top: "conv14_2"
+}
+layer {
+ name: "conv15_1"
+ type: "Convolution"
+ bottom: "conv14_2"
+ top: "conv15_1"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 128
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv15_1/bn"
+ type: "BatchNorm"
+ bottom: "conv15_1"
+ top: "conv15_1"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv15_1/scale"
+ type: "Scale"
+ bottom: "conv15_1"
+ top: "conv15_1"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv15_1/relu"
+ type: "ReLU"
+ bottom: "conv15_1"
+ top: "conv15_1"
+}
+layer {
+ name: "conv15_2"
+ type: "Convolution"
+ bottom: "conv15_1"
+ top: "conv15_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 256
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv15_2/bn"
+ type: "BatchNorm"
+ bottom: "conv15_2"
+ top: "conv15_2"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv15_2/scale"
+ type: "Scale"
+ bottom: "conv15_2"
+ top: "conv15_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv15_2/relu"
+ type: "ReLU"
+ bottom: "conv15_2"
+ top: "conv15_2"
+}
+layer {
+ name: "conv16_1"
+ type: "Convolution"
+ bottom: "conv15_2"
+ top: "conv16_1"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 128
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv16_1/bn"
+ type: "BatchNorm"
+ bottom: "conv16_1"
+ top: "conv16_1"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv16_1/scale"
+ type: "Scale"
+ bottom: "conv16_1"
+ top: "conv16_1"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv16_1/relu"
+ type: "ReLU"
+ bottom: "conv16_1"
+ top: "conv16_1"
+}
+layer {
+ name: "conv16_2"
+ type: "Convolution"
+ bottom: "conv16_1"
+ top: "conv16_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 256
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv16_2/bn"
+ type: "BatchNorm"
+ bottom: "conv16_2"
+ top: "conv16_2"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv16_2/scale"
+ type: "Scale"
+ bottom: "conv16_2"
+ top: "conv16_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv16_2/relu"
+ type: "ReLU"
+ bottom: "conv16_2"
+ top: "conv16_2"
+}
+layer {
+ name: "conv17_1"
+ type: "Convolution"
+ bottom: "conv16_2"
+ top: "conv17_1"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv17_1/bn"
+ type: "BatchNorm"
+ bottom: "conv17_1"
+ top: "conv17_1"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv17_1/scale"
+ type: "Scale"
+ bottom: "conv17_1"
+ top: "conv17_1"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv17_1/relu"
+ type: "ReLU"
+ bottom: "conv17_1"
+ top: "conv17_1"
+}
+layer {
+ name: "conv17_2"
+ type: "Convolution"
+ bottom: "conv17_1"
+ top: "conv17_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 128
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv17_2/bn"
+ type: "BatchNorm"
+ bottom: "conv17_2"
+ top: "conv17_2"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+}
+layer {
+ name: "conv17_2/scale"
+ type: "Scale"
+ bottom: "conv17_2"
+ top: "conv17_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ scale_param {
+ filler {
+ value: 1
+ }
+ bias_term: true
+ bias_filler {
+ value: 0
+ }
+ }
+}
+layer {
+ name: "conv17_2/relu"
+ type: "ReLU"
+ bottom: "conv17_2"
+ top: "conv17_2"
+}
+layer {
+ name: "conv11_mbox_loc"
+ type: "Convolution"
+ bottom: "conv11"
+ top: "conv11_mbox_loc"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 12
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "conv11_mbox_loc_perm"
+ type: "Permute"
+ bottom: "conv11_mbox_loc"
+ top: "conv11_mbox_loc_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv11_mbox_loc_flat"
+ type: "Flatten"
+ bottom: "conv11_mbox_loc_perm"
+ top: "conv11_mbox_loc_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv11_mbox_conf"
+ type: "Convolution"
+ bottom: "conv11"
+ top: "conv11_mbox_conf"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 63
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "conv11_mbox_conf_perm"
+ type: "Permute"
+ bottom: "conv11_mbox_conf"
+ top: "conv11_mbox_conf_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv11_mbox_conf_flat"
+ type: "Flatten"
+ bottom: "conv11_mbox_conf_perm"
+ top: "conv11_mbox_conf_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv11_mbox_priorbox"
+ type: "PriorBox"
+ bottom: "conv11"
+ bottom: "data"
+ top: "conv11_mbox_priorbox"
+ prior_box_param {
+ min_size: 60.0
+ aspect_ratio: 2.0
+ flip: true
+ clip: false
+ variance: 0.1
+ variance: 0.1
+ variance: 0.2
+ variance: 0.2
+ offset: 0.5
+ }
+}
+layer {
+ name: "conv13_mbox_loc"
+ type: "Convolution"
+ bottom: "conv13"
+ top: "conv13_mbox_loc"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 24
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "conv13_mbox_loc_perm"
+ type: "Permute"
+ bottom: "conv13_mbox_loc"
+ top: "conv13_mbox_loc_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv13_mbox_loc_flat"
+ type: "Flatten"
+ bottom: "conv13_mbox_loc_perm"
+ top: "conv13_mbox_loc_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv13_mbox_conf"
+ type: "Convolution"
+ bottom: "conv13"
+ top: "conv13_mbox_conf"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 126
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "conv13_mbox_conf_perm"
+ type: "Permute"
+ bottom: "conv13_mbox_conf"
+ top: "conv13_mbox_conf_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv13_mbox_conf_flat"
+ type: "Flatten"
+ bottom: "conv13_mbox_conf_perm"
+ top: "conv13_mbox_conf_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv13_mbox_priorbox"
+ type: "PriorBox"
+ bottom: "conv13"
+ bottom: "data"
+ top: "conv13_mbox_priorbox"
+ prior_box_param {
+ min_size: 105.0
+ max_size: 150.0
+ aspect_ratio: 2.0
+ aspect_ratio: 3.0
+ flip: true
+ clip: false
+ variance: 0.1
+ variance: 0.1
+ variance: 0.2
+ variance: 0.2
+ offset: 0.5
+ }
+}
+layer {
+ name: "conv14_2_mbox_loc"
+ type: "Convolution"
+ bottom: "conv14_2"
+ top: "conv14_2_mbox_loc"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 24
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "conv14_2_mbox_loc_perm"
+ type: "Permute"
+ bottom: "conv14_2_mbox_loc"
+ top: "conv14_2_mbox_loc_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv14_2_mbox_loc_flat"
+ type: "Flatten"
+ bottom: "conv14_2_mbox_loc_perm"
+ top: "conv14_2_mbox_loc_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv14_2_mbox_conf"
+ type: "Convolution"
+ bottom: "conv14_2"
+ top: "conv14_2_mbox_conf"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 126
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "conv14_2_mbox_conf_perm"
+ type: "Permute"
+ bottom: "conv14_2_mbox_conf"
+ top: "conv14_2_mbox_conf_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv14_2_mbox_conf_flat"
+ type: "Flatten"
+ bottom: "conv14_2_mbox_conf_perm"
+ top: "conv14_2_mbox_conf_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv14_2_mbox_priorbox"
+ type: "PriorBox"
+ bottom: "conv14_2"
+ bottom: "data"
+ top: "conv14_2_mbox_priorbox"
+ prior_box_param {
+ min_size: 150.0
+ max_size: 195.0
+ aspect_ratio: 2.0
+ aspect_ratio: 3.0
+ flip: true
+ clip: false
+ variance: 0.1
+ variance: 0.1
+ variance: 0.2
+ variance: 0.2
+ offset: 0.5
+ }
+}
+layer {
+ name: "conv15_2_mbox_loc"
+ type: "Convolution"
+ bottom: "conv15_2"
+ top: "conv15_2_mbox_loc"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 24
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "conv15_2_mbox_loc_perm"
+ type: "Permute"
+ bottom: "conv15_2_mbox_loc"
+ top: "conv15_2_mbox_loc_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv15_2_mbox_loc_flat"
+ type: "Flatten"
+ bottom: "conv15_2_mbox_loc_perm"
+ top: "conv15_2_mbox_loc_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv15_2_mbox_conf"
+ type: "Convolution"
+ bottom: "conv15_2"
+ top: "conv15_2_mbox_conf"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 126
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "conv15_2_mbox_conf_perm"
+ type: "Permute"
+ bottom: "conv15_2_mbox_conf"
+ top: "conv15_2_mbox_conf_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv15_2_mbox_conf_flat"
+ type: "Flatten"
+ bottom: "conv15_2_mbox_conf_perm"
+ top: "conv15_2_mbox_conf_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv15_2_mbox_priorbox"
+ type: "PriorBox"
+ bottom: "conv15_2"
+ bottom: "data"
+ top: "conv15_2_mbox_priorbox"
+ prior_box_param {
+ min_size: 195.0
+ max_size: 240.0
+ aspect_ratio: 2.0
+ aspect_ratio: 3.0
+ flip: true
+ clip: false
+ variance: 0.1
+ variance: 0.1
+ variance: 0.2
+ variance: 0.2
+ offset: 0.5
+ }
+}
+layer {
+ name: "conv16_2_mbox_loc"
+ type: "Convolution"
+ bottom: "conv16_2"
+ top: "conv16_2_mbox_loc"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 24
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "conv16_2_mbox_loc_perm"
+ type: "Permute"
+ bottom: "conv16_2_mbox_loc"
+ top: "conv16_2_mbox_loc_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv16_2_mbox_loc_flat"
+ type: "Flatten"
+ bottom: "conv16_2_mbox_loc_perm"
+ top: "conv16_2_mbox_loc_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv16_2_mbox_conf"
+ type: "Convolution"
+ bottom: "conv16_2"
+ top: "conv16_2_mbox_conf"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 126
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "conv16_2_mbox_conf_perm"
+ type: "Permute"
+ bottom: "conv16_2_mbox_conf"
+ top: "conv16_2_mbox_conf_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv16_2_mbox_conf_flat"
+ type: "Flatten"
+ bottom: "conv16_2_mbox_conf_perm"
+ top: "conv16_2_mbox_conf_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv16_2_mbox_priorbox"
+ type: "PriorBox"
+ bottom: "conv16_2"
+ bottom: "data"
+ top: "conv16_2_mbox_priorbox"
+ prior_box_param {
+ min_size: 240.0
+ max_size: 285.0
+ aspect_ratio: 2.0
+ aspect_ratio: 3.0
+ flip: true
+ clip: false
+ variance: 0.1
+ variance: 0.1
+ variance: 0.2
+ variance: 0.2
+ offset: 0.5
+ }
+}
+layer {
+ name: "conv17_2_mbox_loc"
+ type: "Convolution"
+ bottom: "conv17_2"
+ top: "conv17_2_mbox_loc"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 24
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "conv17_2_mbox_loc_perm"
+ type: "Permute"
+ bottom: "conv17_2_mbox_loc"
+ top: "conv17_2_mbox_loc_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv17_2_mbox_loc_flat"
+ type: "Flatten"
+ bottom: "conv17_2_mbox_loc_perm"
+ top: "conv17_2_mbox_loc_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv17_2_mbox_conf"
+ type: "Convolution"
+ bottom: "conv17_2"
+ top: "conv17_2_mbox_conf"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 126
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "conv17_2_mbox_conf_perm"
+ type: "Permute"
+ bottom: "conv17_2_mbox_conf"
+ top: "conv17_2_mbox_conf_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv17_2_mbox_conf_flat"
+ type: "Flatten"
+ bottom: "conv17_2_mbox_conf_perm"
+ top: "conv17_2_mbox_conf_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv17_2_mbox_priorbox"
+ type: "PriorBox"
+ bottom: "conv17_2"
+ bottom: "data"
+ top: "conv17_2_mbox_priorbox"
+ prior_box_param {
+ min_size: 285.0
+ max_size: 300.0
+ aspect_ratio: 2.0
+ aspect_ratio: 3.0
+ flip: true
+ clip: false
+ variance: 0.1
+ variance: 0.1
+ variance: 0.2
+ variance: 0.2
+ offset: 0.5
+ }
+}
+layer {
+ name: "mbox_loc"
+ type: "Concat"
+ bottom: "conv11_mbox_loc_flat"
+ bottom: "conv13_mbox_loc_flat"
+ bottom: "conv14_2_mbox_loc_flat"
+ bottom: "conv15_2_mbox_loc_flat"
+ bottom: "conv16_2_mbox_loc_flat"
+ bottom: "conv17_2_mbox_loc_flat"
+ top: "mbox_loc"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "mbox_conf"
+ type: "Concat"
+ bottom: "conv11_mbox_conf_flat"
+ bottom: "conv13_mbox_conf_flat"
+ bottom: "conv14_2_mbox_conf_flat"
+ bottom: "conv15_2_mbox_conf_flat"
+ bottom: "conv16_2_mbox_conf_flat"
+ bottom: "conv17_2_mbox_conf_flat"
+ top: "mbox_conf"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "mbox_priorbox"
+ type: "Concat"
+ bottom: "conv11_mbox_priorbox"
+ bottom: "conv13_mbox_priorbox"
+ bottom: "conv14_2_mbox_priorbox"
+ bottom: "conv15_2_mbox_priorbox"
+ bottom: "conv16_2_mbox_priorbox"
+ bottom: "conv17_2_mbox_priorbox"
+ top: "mbox_priorbox"
+ concat_param {
+ axis: 2
+ }
+}
+layer {
+ name: "mbox_conf_reshape"
+ type: "Reshape"
+ bottom: "mbox_conf"
+ top: "mbox_conf_reshape"
+ reshape_param {
+ shape {
+ dim: 0
+ dim: -1
+ dim: 21
+ }
+ }
+}
+layer {
+ name: "mbox_conf_softmax"
+ type: "Softmax"
+ bottom: "mbox_conf_reshape"
+ top: "mbox_conf_softmax"
+ softmax_param {
+ axis: 2
+ }
+}
+layer {
+ name: "mbox_conf_flatten"
+ type: "Flatten"
+ bottom: "mbox_conf_softmax"
+ top: "mbox_conf_flatten"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "detection_out"
+ type: "DetectionOutput"
+ bottom: "mbox_loc"
+ bottom: "mbox_conf_flatten"
+ bottom: "mbox_priorbox"
+ top: "detection_out"
+ include {
+ phase: TEST
+ }
+ detection_output_param {
+ num_classes: 21
+ share_location: true
+ background_label_id: 0
+ nms_param {
+ nms_threshold: 0.45
+ top_k: 400
+ }
+ code_type: CENTER_SIZE
+ keep_top_k: 200
+ confidence_threshold: 0.01
+ }
+}
diff --git a/models/intel_optimized_models/benchmark/vgg16/deploy.prototxt b/models/intel_optimized_models/benchmark/vgg16/deploy.prototxt
new file mode 100644
index 000000000..89dd4a1b8
--- /dev/null
+++ b/models/intel_optimized_models/benchmark/vgg16/deploy.prototxt
@@ -0,0 +1,560 @@
+name: "VGG_ILSVRC_16_layer"
+layer {
+ name: "data"
+ type: "DummyData"
+ top: "data"
+ dummy_data_param {
+ shape: { dim: 64 dim: 3 dim: 224 dim: 224 }
+ data_filler {
+ type: "constant"
+ value: 0.01
+ }
+ }
+}
+layer {
+ name: "conv1_1"
+ type: "Convolution"
+ bottom: "data"
+ top: "conv1_1"
+ convolution_param {
+
+ num_output: 64
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+
+
+}
+layer {
+ bottom: "conv1_1"
+ top: "conv1_1"
+ name: "relu1_1"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "conv1_1"
+ top: "conv1_2"
+ name: "conv1_2"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 64
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+
+
+}
+layer {
+ bottom: "conv1_2"
+ top: "conv1_2"
+ name: "relu1_2"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "conv1_2"
+ top: "pool1"
+ name: "pool1"
+ type: "Pooling"
+ pooling_param {
+
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ bottom: "pool1"
+ top: "conv2_1"
+ name: "conv2_1"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 128
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+
+
+}
+layer {
+ bottom: "conv2_1"
+ top: "conv2_1"
+ name: "relu2_1"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "conv2_1"
+ top: "conv2_2"
+ name: "conv2_2"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 128
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+
+
+}
+layer {
+ bottom: "conv2_2"
+ top: "conv2_2"
+ name: "relu2_2"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "conv2_2"
+ top: "pool2"
+ name: "pool2"
+ type: "Pooling"
+ pooling_param {
+
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ bottom: "pool2"
+ top: "conv3_1"
+ name: "conv3_1"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+
+
+}
+layer {
+ bottom: "conv3_1"
+ top: "conv3_1"
+ name: "relu3_1"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "conv3_1"
+ top: "conv3_2"
+ name: "conv3_2"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+
+
+}
+layer {
+ bottom: "conv3_2"
+ top: "conv3_2"
+ name: "relu3_2"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "conv3_2"
+ top: "conv3_3"
+ name: "conv3_3"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+
+
+}
+layer {
+ bottom: "conv3_3"
+ top: "conv3_3"
+ name: "relu3_3"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "conv3_3"
+ top: "pool3"
+ name: "pool3"
+ type: "Pooling"
+ pooling_param {
+
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ bottom: "pool3"
+ top: "conv4_1"
+ name: "conv4_1"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+
+
+}
+layer {
+ bottom: "conv4_1"
+ top: "conv4_1"
+ name: "relu4_1"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "conv4_1"
+ top: "conv4_2"
+ name: "conv4_2"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+
+
+}
+layer {
+ bottom: "conv4_2"
+ top: "conv4_2"
+ name: "relu4_2"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "conv4_2"
+ top: "conv4_3"
+ name: "conv4_3"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+
+
+}
+layer {
+ bottom: "conv4_3"
+ top: "conv4_3"
+ name: "relu4_3"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "conv4_3"
+ top: "pool4"
+ name: "pool4"
+ type: "Pooling"
+ pooling_param {
+
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ bottom: "pool4"
+ top: "conv5_1"
+ name: "conv5_1"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+
+
+}
+layer {
+ bottom: "conv5_1"
+ top: "conv5_1"
+ name: "relu5_1"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "conv5_1"
+ top: "conv5_2"
+ name: "conv5_2"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+
+
+}
+layer {
+ bottom: "conv5_2"
+ top: "conv5_2"
+ name: "relu5_2"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "conv5_2"
+ top: "conv5_3"
+ name: "conv5_3"
+ type: "Convolution"
+ convolution_param {
+
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+
+
+}
+layer {
+ bottom: "conv5_3"
+ top: "conv5_3"
+ name: "relu5_3"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "conv5_3"
+ top: "pool5"
+ name: "pool5"
+ type: "Pooling"
+ pooling_param {
+
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ bottom: "pool5"
+ top: "fc6"
+ name: "fc6"
+ type: "InnerProduct"
+ inner_product_param {
+ num_output: 4096
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.1
+ }
+ }
+
+
+}
+layer {
+ bottom: "fc6"
+ top: "fc6"
+ name: "relu6"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "fc6"
+ top: "fc6"
+ name: "drop6"
+ type: "Dropout"
+ dropout_param {
+ dropout_ratio: 0.5
+ }
+}
+layer {
+ bottom: "fc6"
+ top: "fc7"
+ name: "fc7"
+ type: "InnerProduct"
+ inner_product_param {
+ num_output: 4096
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.1
+ }
+ }
+
+
+}
+layer {
+ bottom: "fc7"
+ top: "fc7"
+ name: "relu7"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "fc7"
+ top: "fc7"
+ name: "drop7"
+ type: "Dropout"
+ dropout_param {
+ dropout_ratio: 0.5
+ }
+}
+layer {
+ name: "fc8"
+ bottom: "fc7"
+ top: "fc8"
+ type: "InnerProduct"
+ inner_product_param {
+ num_output: 1000
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.1
+ }
+ }
+
+
+}
+layer {
+ name: "loss"
+ type: "Softmax"
+ bottom: "fc8"
+ top: "prob"
+}
+
diff --git a/models/intel_optimized_models/benchmark/yolo/deploy.prototxt b/models/intel_optimized_models/benchmark/yolo/deploy.prototxt
new file mode 100644
index 000000000..d7e97abd9
--- /dev/null
+++ b/models/intel_optimized_models/benchmark/yolo/deploy.prototxt
@@ -0,0 +1,1199 @@
+name: "yolov2_darknet448_RELU_dummy"
+layer {
+ name: "data"
+ type: "DummyData"
+ top: "data"
+ include {
+ phase: TEST
+ }
+ dummy_data_param {
+ data_filler {
+ type: "constant"
+ value: 0.01
+ }
+ shape: { dim: 8 dim: 3 dim: 544 dim: 544 }
+
+ }
+}
+layer {
+ name: "data"
+ type: "DummyData"
+ top: "label"
+ include {
+ phase: TEST
+ }
+ dummy_data_param {
+ data_filler {
+ type: "constant"
+ value: 1
+ }
+ shape: { dim: 1 dim: 1 dim: 1 dim: 8 }
+ }
+}
+layer {
+ bottom: "data"
+ top: "layer1-conv"
+ name: "layer1-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 32
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "layer1-conv"
+ top: "layer1-conv"
+ name: "layer1-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "layer1-conv"
+ top: "layer1-conv"
+ name: "layer1-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "layer1-conv"
+ top: "layer1-conv"
+ name: "layer1-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "layer1-conv"
+ top: "layer2-maxpool"
+ name: "layer2-maxpool"
+ type: "Pooling"
+ pooling_param {
+ kernel_size: 2
+ stride: 2
+ pool: MAX
+ }
+}
+layer {
+ bottom: "layer2-maxpool"
+ top: "layer3-conv"
+ name: "layer3-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 64
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "layer3-conv"
+ top: "layer3-conv"
+ name: "layer3-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "layer3-conv"
+ top: "layer3-conv"
+ name: "layer3-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "layer3-conv"
+ top: "layer3-conv"
+ name: "layer3-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "layer3-conv"
+ top: "layer4-maxpool"
+ name: "layer4-maxpool"
+ type: "Pooling"
+ pooling_param {
+ kernel_size: 2
+ stride: 2
+ pool: MAX
+ }
+}
+layer {
+ bottom: "layer4-maxpool"
+ top: "layer5-conv"
+ name: "layer5-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 128
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "layer5-conv"
+ top: "layer5-conv"
+ name: "layer5-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "layer5-conv"
+ top: "layer5-conv"
+ name: "layer5-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "layer5-conv"
+ top: "layer5-conv"
+ name: "layer5-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "layer5-conv"
+ top: "layer6-conv"
+ name: "layer6-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 64
+ kernel_size: 1
+ pad: 0 #pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "layer6-conv"
+ top: "layer6-conv"
+ name: "layer6-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "layer6-conv"
+ top: "layer6-conv"
+ name: "layer6-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "layer6-conv"
+ top: "layer6-conv"
+ name: "layer6-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "layer6-conv"
+ top: "layer7-conv"
+ name: "layer7-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 128
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "layer7-conv"
+ top: "layer7-conv"
+ name: "layer7-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "layer7-conv"
+ top: "layer7-conv"
+ name: "layer7-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "layer7-conv"
+ top: "layer7-conv"
+ name: "layer7-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "layer7-conv"
+ top: "layer8-maxpool"
+ name: "layer8-maxpool"
+ type: "Pooling"
+ pooling_param {
+ kernel_size: 2
+ stride: 2
+ pool: MAX
+ }
+}
+layer {
+ bottom: "layer8-maxpool"
+ top: "layer9-conv"
+ name: "layer9-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "layer9-conv"
+ top: "layer9-conv"
+ name: "layer9-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "layer9-conv"
+ top: "layer9-conv"
+ name: "layer9-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "layer9-conv"
+ top: "layer9-conv"
+ name: "layer9-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "layer9-conv"
+ top: "layer10-conv"
+ name: "layer10-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 128
+ kernel_size: 1
+ pad: 0 #pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "layer10-conv"
+ top: "layer10-conv"
+ name: "layer10-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "layer10-conv"
+ top: "layer10-conv"
+ name: "layer10-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "layer10-conv"
+ top: "layer10-conv"
+ name: "layer10-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "layer10-conv"
+ top: "layer11-conv"
+ name: "layer11-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "layer11-conv"
+ top: "layer11-conv"
+ name: "layer11-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "layer11-conv"
+ top: "layer11-conv"
+ name: "layer11-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "layer11-conv"
+ top: "layer11-conv"
+ name: "layer11-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "layer11-conv"
+ top: "layer12-maxpool"
+ name: "layer12-maxpool"
+ type: "Pooling"
+ pooling_param {
+ kernel_size: 2
+ stride: 2
+ pool: MAX
+ }
+}
+layer {
+ bottom: "layer12-maxpool"
+ top: "layer13-conv"
+ name: "layer13-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 512
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "layer13-conv"
+ top: "layer13-conv"
+ name: "layer13-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "layer13-conv"
+ top: "layer13-conv"
+ name: "layer13-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "layer13-conv"
+ top: "layer13-conv"
+ name: "layer13-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "layer13-conv"
+ top: "layer14-conv"
+ name: "layer14-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0 #pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "layer14-conv"
+ top: "layer14-conv"
+ name: "layer14-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "layer14-conv"
+ top: "layer14-conv"
+ name: "layer14-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "layer14-conv"
+ top: "layer14-conv"
+ name: "layer14-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "layer14-conv"
+ top: "layer15-conv"
+ name: "layer15-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 512
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "layer15-conv"
+ top: "layer15-conv"
+ name: "layer15-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "layer15-conv"
+ top: "layer15-conv"
+ name: "layer15-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "layer15-conv"
+ top: "layer15-conv"
+ name: "layer15-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "layer15-conv"
+ top: "layer16-conv"
+ name: "layer16-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 256
+ kernel_size: 1
+ pad: 0 #pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "layer16-conv"
+ top: "layer16-conv"
+ name: "layer16-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "layer16-conv"
+ top: "layer16-conv"
+ name: "layer16-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "layer16-conv"
+ top: "layer16-conv"
+ name: "layer16-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "layer16-conv"
+ top: "layer17-conv"
+ name: "layer17-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 512
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "layer17-conv"
+ top: "layer17-conv"
+ name: "layer17-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "layer17-conv"
+ top: "layer17-conv"
+ name: "layer17-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "layer17-conv"
+ top: "layer17-conv"
+ name: "layer17-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "layer17-conv"
+ top: "layer18-maxpool"
+ name: "layer18-maxpool"
+ type: "Pooling"
+ pooling_param {
+ kernel_size: 2
+ stride: 2
+ pool: MAX
+ }
+}
+layer {
+ bottom: "layer18-maxpool"
+ top: "layer19-conv"
+ name: "layer19-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "layer19-conv"
+ top: "layer19-conv"
+ name: "layer19-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "layer19-conv"
+ top: "layer19-conv"
+ name: "layer19-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "layer19-conv"
+ top: "layer19-conv"
+ name: "layer19-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "layer19-conv"
+ top: "layer20-conv"
+ name: "layer20-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ pad: 0 #pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "layer20-conv"
+ top: "layer20-conv"
+ name: "layer20-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "layer20-conv"
+ top: "layer20-conv"
+ name: "layer20-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "layer20-conv"
+ top: "layer20-conv"
+ name: "layer20-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "layer20-conv"
+ top: "layer21-conv"
+ name: "layer21-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "layer21-conv"
+ top: "layer21-conv"
+ name: "layer21-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "layer21-conv"
+ top: "layer21-conv"
+ name: "layer21-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "layer21-conv"
+ top: "layer21-conv"
+ name: "layer21-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "layer21-conv"
+ top: "layer22-conv"
+ name: "layer22-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 512
+ kernel_size: 1
+ pad: 0 #pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "layer22-conv"
+ top: "layer22-conv"
+ name: "layer22-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "layer22-conv"
+ top: "layer22-conv"
+ name: "layer22-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "layer22-conv"
+ top: "layer22-conv"
+ name: "layer22-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "layer22-conv"
+ top: "layer23-conv"
+ name: "layer23-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "layer23-conv"
+ top: "layer23-conv"
+ name: "layer23-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "layer23-conv"
+ top: "layer23-conv"
+ name: "layer23-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "layer23-conv"
+ top: "layer23-conv"
+ name: "layer23-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "layer23-conv"
+ top: "extra_layer24-conv"
+ name: "extra_layer24-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "extra_layer24-conv"
+ top: "extra_layer24-conv"
+ name: "extra_layer24-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "extra_layer24-conv"
+ top: "extra_layer24-conv"
+ name: "extra_layer24-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "extra_layer24-conv"
+ top: "extra_layer24-conv"
+ name: "extra_layer24-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "extra_layer24-conv"
+ top: "extra_layer25-conv"
+ name: "extra_layer25-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "extra_layer25-conv"
+ top: "extra_layer25-conv"
+ name: "extra_layer25-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "extra_layer25-conv"
+ top: "extra_layer25-conv"
+ name: "extra_layer25-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "extra_layer25-conv"
+ top: "extra_layer25-conv"
+ name: "extra_layer25-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+
+
+layer {
+ bottom: "layer17-conv"
+ top: "extra_layer26-conv"
+ name: "extra_layer26-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 64
+ kernel_size: 1
+ pad: 0 #pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "extra_layer26-conv"
+ top: "extra_layer26-conv"
+ name: "extra_layer26-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "extra_layer26-conv"
+ top: "extra_layer26-conv"
+ name: "extra_layer26-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "extra_layer26-conv"
+ top: "extra_layer26-conv"
+ name: "extra_layer26-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "extra_layer26-conv"
+ top: "extra_layer26-reorg"
+ name: "extra_layer-reorg"
+ type: "Reorg"
+ reorg_param {
+ stride: 2
+ }
+}
+layer {
+ bottom: "extra_layer26-reorg"
+ bottom: "extra_layer25-conv"
+ top: "extra_layer-concat"
+ name: "extra_layer-concat"
+ type: "Concat"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ bottom: "extra_layer-concat"
+ #bottom: "extra_layer25-conv"
+ top: "extra_layer27-conv"
+ name: "extra_layer27-conv"
+ type: "Convolution"
+ convolution_param {
+ num_output: 1024
+ kernel_size: 3
+ pad: 1
+ stride: 1
+ bias_term: false
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+}
+layer {
+ bottom: "extra_layer27-conv"
+ top: "extra_layer27-conv"
+ name: "extra_layer27-bn"
+ type: "BatchNorm"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ bottom: "extra_layer27-conv"
+ top: "extra_layer27-conv"
+ name: "extra_layer27-scale"
+ type: "Scale"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ bottom: "extra_layer27-conv"
+ top: "extra_layer27-conv"
+ name: "extra_layer27-act"
+ type: "ReLU"
+ relu_param {
+
+ }
+}
+layer {
+ bottom: "extra_layer27-conv"
+ top: "conv_reg"
+ name: "conv_reg"
+ type: "Convolution"
+ convolution_param {
+ num_output: 125
+ kernel_size: 1
+ pad: 0
+ stride: 1
+ bias_term: true
+ weight_filler {
+ type: "xavier"
+ }
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+}
+layer {
+ name: "eval_det"
+ type: "EvalDetection"
+ bottom: "conv_reg"
+ bottom: "label"
+ bottom: "data"
+ top: "eval_det"
+ include {
+ phase: TEST
+ }
+
+ eval_detection_param {
+ side: 17
+ num_class: 20
+ num_object: 5
+ threshold: 0.5
+ nms: 0.45
+ score_type: MULTIPLY
+ #score_type: OBJ
+ #score_type: PROB
+ biases: 1.32
+ biases: 1.73
+ biases: 3.19
+ biases: 4.01
+ biases: 5.06
+ biases: 8.10
+ biases: 9.47
+ biases: 4.84
+ biases: 11.24
+ biases: 10.01
+ }
+}
diff --git a/models/intel_optimized_models/faster-rcnn/pascal_voc/VGG16/faster_rcnn_end2end/faster_rcnn_int8_full_conv.prototxt b/models/intel_optimized_models/faster-rcnn/pascal_voc/VGG16/faster_rcnn_end2end/faster_rcnn_int8_full_conv.prototxt
new file mode 100644
index 000000000..39cfba439
--- /dev/null
+++ b/models/intel_optimized_models/faster-rcnn/pascal_voc/VGG16/faster_rcnn_end2end/faster_rcnn_int8_full_conv.prototxt
@@ -0,0 +1,780 @@
+name: "VGG_ILSVRC_16_layers"
+input: "data"
+input: "im_info"
+input_shape {
+ dim: 1
+ dim: 3
+ dim: 600
+ dim: 800
+}
+input_shape {
+ dim: 1
+ dim: 3
+}
+layer {
+ name: "conv1_1"
+ type: "Convolution"
+ bottom: "data"
+ top: "conv1_1"
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 64
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.835416956077
+ scale_out: 0.331282561445
+ scale_params: 189.156965629
+ is_negative_input: true
+ }
+}
+layer {
+ name: "relu1_1"
+ type: "ReLU"
+ bottom: "conv1_1"
+ top: "conv1_1"
+}
+layer {
+ name: "conv1_2"
+ type: "Convolution"
+ bottom: "conv1_1"
+ top: "conv1_2"
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 64
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.331282561445
+ scale_out: 0.0783818200525
+ scale_params: 439.186577054
+ }
+}
+layer {
+ name: "relu1_2"
+ type: "ReLU"
+ bottom: "conv1_2"
+ top: "conv1_2"
+}
+layer {
+ name: "pool1"
+ type: "Pooling"
+ bottom: "conv1_2"
+ top: "pool1"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "conv2_1"
+ type: "Convolution"
+ bottom: "pool1"
+ top: "conv2_1"
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 128
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.0783818200525
+ scale_out: 0.0434329206136
+ scale_params: 304.840671549
+ }
+}
+layer {
+ name: "relu2_1"
+ type: "ReLU"
+ bottom: "conv2_1"
+ top: "conv2_1"
+}
+layer {
+ name: "conv2_2"
+ type: "Convolution"
+ bottom: "conv2_1"
+ top: "conv2_2"
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 128
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.0434329206136
+ scale_out: 0.0279425499803
+ scale_params: 457.862701128
+ }
+}
+layer {
+ name: "relu2_2"
+ type: "ReLU"
+ bottom: "conv2_2"
+ top: "conv2_2"
+}
+layer {
+ name: "pool2"
+ type: "Pooling"
+ bottom: "conv2_2"
+ top: "pool2"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "conv3_1"
+ type: "Convolution"
+ bottom: "pool2"
+ top: "conv3_1"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.0279425499803
+ scale_out: 0.0218142648016
+ scale_params: 280.524719594
+ }
+}
+layer {
+ name: "relu3_1"
+ type: "ReLU"
+ bottom: "conv3_1"
+ top: "conv3_1"
+}
+layer {
+ name: "conv3_2"
+ type: "Convolution"
+ bottom: "conv3_1"
+ top: "conv3_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.0218142648016
+ scale_out: 0.0234712496965
+ scale_params: 311.286930532
+ }
+}
+layer {
+ name: "relu3_2"
+ type: "ReLU"
+ bottom: "conv3_2"
+ top: "conv3_2"
+}
+layer {
+ name: "conv3_3"
+ type: "Convolution"
+ bottom: "conv3_2"
+ top: "conv3_3"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.0234712496965
+ scale_out: 0.0239997463262
+ scale_params: 392.048223975
+ }
+}
+layer {
+ name: "relu3_3"
+ type: "ReLU"
+ bottom: "conv3_3"
+ top: "conv3_3"
+}
+layer {
+ name: "pool3"
+ type: "Pooling"
+ bottom: "conv3_3"
+ top: "pool3"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "conv4_1"
+ type: "Convolution"
+ bottom: "pool3"
+ top: "conv4_1"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.0239997463262
+ scale_out: 0.041374465053
+ scale_params: 463.306279925
+ }
+}
+layer {
+ name: "relu4_1"
+ type: "ReLU"
+ bottom: "conv4_1"
+ top: "conv4_1"
+}
+layer {
+ name: "conv4_2"
+ type: "Convolution"
+ bottom: "conv4_1"
+ top: "conv4_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.041374465053
+ scale_out: 0.117500059342
+ scale_params: 460.085969115
+ }
+}
+layer {
+ name: "relu4_2"
+ type: "ReLU"
+ bottom: "conv4_2"
+ top: "conv4_2"
+}
+layer {
+ name: "conv4_3"
+ type: "Convolution"
+ bottom: "conv4_2"
+ top: "conv4_3"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.117500059342
+ scale_out: 0.261585786191
+ scale_params: 620.044118246
+ }
+}
+layer {
+ name: "relu4_3"
+ type: "ReLU"
+ bottom: "conv4_3"
+ top: "conv4_3"
+}
+layer {
+ name: "pool4"
+ type: "Pooling"
+ bottom: "conv4_3"
+ top: "pool4"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "conv5_1"
+ type: "Convolution"
+ bottom: "pool4"
+ top: "conv5_1"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.261585786191
+ scale_out: 0.905264469368
+ scale_params: 808.671408922
+ }
+}
+layer {
+ name: "relu5_1"
+ type: "ReLU"
+ bottom: "conv5_1"
+ top: "conv5_1"
+}
+layer {
+ name: "conv5_2"
+ type: "Convolution"
+ bottom: "conv5_1"
+ top: "conv5_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.905264469368
+ scale_out: 2.43627435903
+ scale_params: 795.711094669
+ }
+}
+layer {
+ name: "relu5_2"
+ type: "ReLU"
+ bottom: "conv5_2"
+ top: "conv5_2"
+}
+layer {
+ name: "conv5_3"
+ type: "Convolution"
+ bottom: "conv5_2"
+ top: "conv5_3"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 2.43627435903
+ scale_out: 3.78997485737
+ scale_params: 597.734015618
+ }
+}
+layer {
+ name: "relu5_3"
+ type: "ReLU"
+ bottom: "conv5_3"
+ top: "conv5_3"
+}
+layer {
+ name: "rpn_conv/3x3"
+ type: "Convolution"
+ bottom: "conv5_3"
+ top: "rpn/output"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 3.78997485737
+ scale_out: 20.5078543031
+ scale_params: 2469.88689104
+ }
+}
+layer {
+ name: "rpn_relu/3x3"
+ type: "ReLU"
+ bottom: "rpn/output"
+ top: "rpn/output"
+}
+layer {
+ name: "rpn_cls_score"
+ type: "Convolution"
+ bottom: "rpn/output"
+ top: "rpn_cls_score"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 18
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 32
+ bw_params: 8
+ scale_in: 20.5078543031
+ scale_out: 1.0
+ scale_params: 929.057061161
+ }
+}
+layer {
+ name: "rpn_bbox_pred"
+ type: "Convolution"
+ bottom: "rpn/output"
+ top: "rpn_bbox_pred"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 36
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 20.5078543031
+ scale_out: 53.2824946465
+ scale_params: 2026.285121
+ }
+}
+layer {
+ name: "rpn_cls_score_reshape"
+ type: "Reshape"
+ bottom: "rpn_cls_score"
+ top: "rpn_cls_score_reshape"
+ reshape_param {
+ shape {
+ dim: 0
+ dim: 2
+ dim: -1
+ dim: 0
+ }
+ }
+}
+layer {
+ name: "rpn_cls_prob"
+ type: "Softmax"
+ bottom: "rpn_cls_score_reshape"
+ top: "rpn_cls_prob"
+}
+layer {
+ name: "rpn_cls_prob_reshape"
+ type: "Reshape"
+ bottom: "rpn_cls_prob"
+ top: "rpn_cls_prob_reshape"
+ reshape_param {
+ shape {
+ dim: 0
+ dim: 18
+ dim: -1
+ dim: 0
+ }
+ }
+}
+layer {
+ name: "proposal"
+ type: "Python"
+ bottom: "rpn_cls_prob_reshape"
+ bottom: "rpn_bbox_pred"
+ bottom: "im_info"
+ top: "rois"
+ python_param {
+ module: "rpn.proposal_layer"
+ layer: "ProposalLayer"
+ param_str: "\'feat_stride\': 16"
+ }
+}
+layer {
+ name: "roi_pool5"
+ type: "ROIPooling"
+ bottom: "conv5_3"
+ bottom: "rois"
+ top: "pool5"
+ roi_pooling_param {
+ pooled_h: 7
+ pooled_w: 7
+ spatial_scale: 0.0625
+ }
+}
+layer {
+ name: "fc6"
+ type: "InnerProduct"
+ bottom: "pool5"
+ top: "fc6"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ inner_product_param {
+ num_output: 4096
+ }
+}
+layer {
+ name: "relu6"
+ type: "ReLU"
+ bottom: "fc6"
+ top: "fc6"
+}
+layer {
+ name: "drop6"
+ type: "Dropout"
+ bottom: "fc6"
+ top: "fc6"
+ dropout_param {
+ dropout_ratio: 0.5
+ }
+}
+layer {
+ name: "fc7"
+ type: "InnerProduct"
+ bottom: "fc6"
+ top: "fc7"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ inner_product_param {
+ num_output: 4096
+ }
+}
+layer {
+ name: "relu7"
+ type: "ReLU"
+ bottom: "fc7"
+ top: "fc7"
+}
+layer {
+ name: "drop7"
+ type: "Dropout"
+ bottom: "fc7"
+ top: "fc7"
+ dropout_param {
+ dropout_ratio: 0.5
+ }
+}
+layer {
+ name: "cls_score"
+ type: "InnerProduct"
+ bottom: "fc7"
+ top: "cls_score"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ inner_product_param {
+ num_output: 21
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "bbox_pred"
+ type: "InnerProduct"
+ bottom: "fc7"
+ top: "bbox_pred"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ inner_product_param {
+ num_output: 84
+ weight_filler {
+ type: "gaussian"
+ std: 0.001
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "cls_prob"
+ type: "Softmax"
+ bottom: "cls_score"
+ top: "cls_prob"
+}
diff --git a/models/intel_optimized_models/faster-rcnn/pascal_voc/VGG16/faster_rcnn_end2end/faster_rcnn_int8_single_1st.prototxt b/models/intel_optimized_models/faster-rcnn/pascal_voc/VGG16/faster_rcnn_end2end/faster_rcnn_int8_single_1st.prototxt
new file mode 100644
index 000000000..e4c771733
--- /dev/null
+++ b/models/intel_optimized_models/faster-rcnn/pascal_voc/VGG16/faster_rcnn_end2end/faster_rcnn_int8_single_1st.prototxt
@@ -0,0 +1,780 @@
+name: "VGG_ILSVRC_16_layers"
+input: "data"
+input: "im_info"
+input_shape {
+ dim: 1
+ dim: 3
+ dim: 224
+ dim: 224
+}
+input_shape {
+ dim: 1
+ dim: 3
+}
+layer {
+ name: "conv1_1"
+ type: "Convolution"
+ bottom: "data"
+ top: "conv1_1"
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 64
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.835416956077
+ scale_out: 0.332268986518
+ scale_params: 189.156965629
+ is_negative_input: true
+ }
+}
+layer {
+ name: "relu1_1"
+ type: "ReLU"
+ bottom: "conv1_1"
+ top: "conv1_1"
+}
+layer {
+ name: "conv1_2"
+ type: "Convolution"
+ bottom: "conv1_1"
+ top: "conv1_2"
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 64
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.332268986518
+ scale_out: 0.0791212786911
+ scale_params: 439.186577054
+ }
+}
+layer {
+ name: "relu1_2"
+ type: "ReLU"
+ bottom: "conv1_2"
+ top: "conv1_2"
+}
+layer {
+ name: "pool1"
+ type: "Pooling"
+ bottom: "conv1_2"
+ top: "pool1"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "conv2_1"
+ type: "Convolution"
+ bottom: "pool1"
+ top: "conv2_1"
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 128
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.0791212786911
+ scale_out: 0.0434035194217
+ scale_params: 304.840671549
+ }
+}
+layer {
+ name: "relu2_1"
+ type: "ReLU"
+ bottom: "conv2_1"
+ top: "conv2_1"
+}
+layer {
+ name: "conv2_2"
+ type: "Convolution"
+ bottom: "conv2_1"
+ top: "conv2_2"
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ param {
+ lr_mult: 0.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 128
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.0434035194217
+ scale_out: 0.0279706257014
+ scale_params: 457.862701128
+ }
+}
+layer {
+ name: "relu2_2"
+ type: "ReLU"
+ bottom: "conv2_2"
+ top: "conv2_2"
+}
+layer {
+ name: "pool2"
+ type: "Pooling"
+ bottom: "conv2_2"
+ top: "pool2"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "conv3_1"
+ type: "Convolution"
+ bottom: "pool2"
+ top: "conv3_1"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.0279706257014
+ scale_out: 0.0218087225035
+ scale_params: 280.524719594
+ }
+}
+layer {
+ name: "relu3_1"
+ type: "ReLU"
+ bottom: "conv3_1"
+ top: "conv3_1"
+}
+layer {
+ name: "conv3_2"
+ type: "Convolution"
+ bottom: "conv3_1"
+ top: "conv3_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.0218087225035
+ scale_out: 0.023486223745
+ scale_params: 311.286930532
+ }
+}
+layer {
+ name: "relu3_2"
+ type: "ReLU"
+ bottom: "conv3_2"
+ top: "conv3_2"
+}
+layer {
+ name: "conv3_3"
+ type: "Convolution"
+ bottom: "conv3_2"
+ top: "conv3_3"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 256
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.023486223745
+ scale_out: 0.0246108420033
+ scale_params: 392.048223975
+ }
+}
+layer {
+ name: "relu3_3"
+ type: "ReLU"
+ bottom: "conv3_3"
+ top: "conv3_3"
+}
+layer {
+ name: "pool3"
+ type: "Pooling"
+ bottom: "conv3_3"
+ top: "pool3"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "conv4_1"
+ type: "Convolution"
+ bottom: "pool3"
+ top: "conv4_1"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.0246108420033
+ scale_out: 0.0413444940667
+ scale_params: 463.306279925
+ }
+}
+layer {
+ name: "relu4_1"
+ type: "ReLU"
+ bottom: "conv4_1"
+ top: "conv4_1"
+}
+layer {
+ name: "conv4_2"
+ type: "Convolution"
+ bottom: "conv4_1"
+ top: "conv4_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.0413444940667
+ scale_out: 0.119663844135
+ scale_params: 460.085969115
+ }
+}
+layer {
+ name: "relu4_2"
+ type: "ReLU"
+ bottom: "conv4_2"
+ top: "conv4_2"
+}
+layer {
+ name: "conv4_3"
+ type: "Convolution"
+ bottom: "conv4_2"
+ top: "conv4_3"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.119663844135
+ scale_out: 0.261501808985
+ scale_params: 620.044118246
+ }
+}
+layer {
+ name: "relu4_3"
+ type: "ReLU"
+ bottom: "conv4_3"
+ top: "conv4_3"
+}
+layer {
+ name: "pool4"
+ type: "Pooling"
+ bottom: "conv4_3"
+ top: "pool4"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "conv5_1"
+ type: "Convolution"
+ bottom: "pool4"
+ top: "conv5_1"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.261501808985
+ scale_out: 0.887131578806
+ scale_params: 808.671408922
+ }
+}
+layer {
+ name: "relu5_1"
+ type: "ReLU"
+ bottom: "conv5_1"
+ top: "conv5_1"
+}
+layer {
+ name: "conv5_2"
+ type: "Convolution"
+ bottom: "conv5_1"
+ top: "conv5_2"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.887131578806
+ scale_out: 2.45384813837
+ scale_params: 795.711094669
+ }
+}
+layer {
+ name: "relu5_2"
+ type: "ReLU"
+ bottom: "conv5_2"
+ top: "conv5_2"
+}
+layer {
+ name: "conv5_3"
+ type: "Convolution"
+ bottom: "conv5_2"
+ top: "conv5_3"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 2.45384813837
+ scale_out: 3.84125025988
+ scale_params: 597.734015618
+ }
+}
+layer {
+ name: "relu5_3"
+ type: "ReLU"
+ bottom: "conv5_3"
+ top: "conv5_3"
+}
+layer {
+ name: "rpn_conv/3x3"
+ type: "Convolution"
+ bottom: "conv5_3"
+ top: "rpn/output"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 512
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 3.84125025988
+ scale_out: 20.5010584939
+ scale_params: 2469.88689104
+ }
+}
+layer {
+ name: "rpn_relu/3x3"
+ type: "ReLU"
+ bottom: "rpn/output"
+ top: "rpn/output"
+}
+layer {
+ name: "rpn_cls_score"
+ type: "Convolution"
+ bottom: "rpn/output"
+ top: "rpn_cls_score"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 18
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 32
+ bw_params: 8
+ scale_in: 20.5010584939
+ scale_out: 1.0
+ scale_params: 929.057061161
+ }
+}
+layer {
+ name: "rpn_bbox_pred"
+ type: "Convolution"
+ bottom: "rpn/output"
+ top: "rpn_bbox_pred"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 36
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 20.5010584939
+ scale_out: 53.3588296965
+ scale_params: 2026.285121
+ }
+}
+layer {
+ name: "rpn_cls_score_reshape"
+ type: "Reshape"
+ bottom: "rpn_cls_score"
+ top: "rpn_cls_score_reshape"
+ reshape_param {
+ shape {
+ dim: 0
+ dim: 2
+ dim: -1
+ dim: 0
+ }
+ }
+}
+layer {
+ name: "rpn_cls_prob"
+ type: "Softmax"
+ bottom: "rpn_cls_score_reshape"
+ top: "rpn_cls_prob"
+}
+layer {
+ name: "rpn_cls_prob_reshape"
+ type: "Reshape"
+ bottom: "rpn_cls_prob"
+ top: "rpn_cls_prob_reshape"
+ reshape_param {
+ shape {
+ dim: 0
+ dim: 18
+ dim: -1
+ dim: 0
+ }
+ }
+}
+layer {
+ name: "proposal"
+ type: "Python"
+ bottom: "rpn_cls_prob_reshape"
+ bottom: "rpn_bbox_pred"
+ bottom: "im_info"
+ top: "rois"
+ python_param {
+ module: "rpn.proposal_layer"
+ layer: "ProposalLayer"
+ param_str: "\'feat_stride\': 16"
+ }
+}
+layer {
+ name: "roi_pool5"
+ type: "ROIPooling"
+ bottom: "conv5_3"
+ bottom: "rois"
+ top: "pool5"
+ roi_pooling_param {
+ pooled_h: 7
+ pooled_w: 7
+ spatial_scale: 0.0625
+ }
+}
+layer {
+ name: "fc6"
+ type: "InnerProduct"
+ bottom: "pool5"
+ top: "fc6"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ inner_product_param {
+ num_output: 4096
+ }
+}
+layer {
+ name: "relu6"
+ type: "ReLU"
+ bottom: "fc6"
+ top: "fc6"
+}
+layer {
+ name: "drop6"
+ type: "Dropout"
+ bottom: "fc6"
+ top: "fc6"
+ dropout_param {
+ dropout_ratio: 0.5
+ }
+}
+layer {
+ name: "fc7"
+ type: "InnerProduct"
+ bottom: "fc6"
+ top: "fc7"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ inner_product_param {
+ num_output: 4096
+ }
+}
+layer {
+ name: "relu7"
+ type: "ReLU"
+ bottom: "fc7"
+ top: "fc7"
+}
+layer {
+ name: "drop7"
+ type: "Dropout"
+ bottom: "fc7"
+ top: "fc7"
+ dropout_param {
+ dropout_ratio: 0.5
+ }
+}
+layer {
+ name: "cls_score"
+ type: "InnerProduct"
+ bottom: "fc7"
+ top: "cls_score"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ inner_product_param {
+ num_output: 21
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "bbox_pred"
+ type: "InnerProduct"
+ bottom: "fc7"
+ top: "bbox_pred"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ inner_product_param {
+ num_output: 84
+ weight_filler {
+ type: "gaussian"
+ std: 0.001
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "cls_prob"
+ type: "Softmax"
+ bottom: "cls_score"
+ top: "cls_prob"
+}
diff --git a/models/intel_optimized_models/int8/googlenet_v3_int8.prototxt b/models/intel_optimized_models/int8/googlenet_v3_int8.prototxt
new file mode 100644
index 000000000..ce4bbee23
--- /dev/null
+++ b/models/intel_optimized_models/int8/googlenet_v3_int8.prototxt
@@ -0,0 +1,21556 @@
+name: "InceptionV3"
+
+layer {
+ name: "data"
+ type: "DummyData"
+ top: "data"
+ dummy_data_param {
+ data_filler {
+ type: "constant"
+ value: 0.01
+ }
+ shape {
+ dim: 64
+ dim: 3
+ dim: 299
+ dim: 299
+ }
+ }
+}
+
+layer {
+ name: "conv_conv2d"
+ type: "Convolution"
+ bottom: "data"
+ top: "conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ pad: 0
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "conv_conv2d"
+ top: "conv_conv2d_bn"
+ batch_norm_param {
+ }
+}
+layer {
+ name: "conv_relu"
+ type: "ReLU"
+ bottom: "conv_conv2d_bn"
+ top: "conv_conv2d_relu"
+}
+layer {
+ name: "conv_1_1_conv2d"
+ type: "Convolution"
+ bottom: "conv_conv2d_relu"
+ top: "conv_1_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ pad: 0
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 71.6240293266
+ scale_out: 46.751291122
+ scale_params: 252.45444554
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+ scale_params: 655.110746804
+ scale_params: 7.87616182794e+20
+ scale_params: 172.483722652
+ scale_params: 124.383030159
+ }
+}
+layer {
+ name: "conv_1_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "conv_1_1_conv2d"
+ top: "conv_1_1_conv2d_bn"
+ batch_norm_param {
+ }
+}
+layer {
+ name: "conv_1_1_relu"
+ type: "ReLU"
+ bottom: "conv_1_1_conv2d_bn"
+ top: "conv_1_1_conv2d_relu"
+}
+layer {
+ name: "conv_2_2_conv2d"
+ type: "Convolution"
+ bottom: "conv_1_1_conv2d_relu"
+ top: "conv_2_2_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
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+ scale_in: 46.751291122
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+layer {
+ name: "conv_2_2_batchnorm"
+ type: "BatchNorm"
+ bottom: "conv_2_2_conv2d"
+ top: "conv_2_2_conv2d_bn"
+ batch_norm_param {
+ }
+}
+layer {
+ name: "conv_2_2_relu"
+ type: "ReLU"
+ bottom: "conv_2_2_conv2d_bn"
+ top: "conv_2_2_conv2d_relu"
+}
+layer {
+ name: "pool"
+ type: "Pooling"
+ bottom: "conv_2_2_conv2d_relu"
+ top: "pool"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 2
+ pad: 0
+ }
+}
+layer {
+ name: "conv_3_3_conv2d"
+ type: "Convolution"
+ bottom: "pool"
+ top: "conv_3_3_conv2d"
+ param {
+ lr_mult: 1.0
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+ convolution_param {
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+}
+layer {
+ name: "conv_3_3_batchnorm"
+ type: "BatchNorm"
+ bottom: "conv_3_3_conv2d"
+ top: "conv_3_3_conv2d_bn"
+ batch_norm_param {
+ }
+}
+layer {
+ name: "conv_3_3_relu"
+ type: "ReLU"
+ bottom: "conv_3_3_conv2d_bn"
+ top: "conv_3_3_conv2d_relu"
+}
+layer {
+ name: "conv_4_4_conv2d"
+ type: "Convolution"
+ bottom: "conv_3_3_conv2d_relu"
+ top: "conv_4_4_conv2d"
+ param {
+ lr_mult: 1.0
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+ }
+ convolution_param {
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+ top: "mixed_1_tower_1_conv_2_conv2d"
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+ bottom: "mixed_1_tower_conv_1_conv2d_relu"
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+ bottom: "mixed_6_tower_conv_2_conv2d_relu"
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+ type: "BatchNorm"
+ bottom: "mixed_8_tower_1_conv_3_conv2d"
+ top: "mixed_8_tower_1_conv_3_conv2d_bn"
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+ type: "ReLU"
+ bottom: "mixed_8_tower_1_conv_3_conv2d_bn"
+ top: "mixed_8_tower_1_conv_3_conv2d_relu"
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+ top: "MAX_pool_mixed_8_pool"
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+ bottom: "mixed_8_tower_conv_1_conv2d_relu"
+ bottom: "mixed_8_tower_1_conv_3_conv2d_relu"
+ bottom: "MAX_pool_mixed_8_pool"
+ top: "ch_concat_mixed_8_chconcat"
+ concat_param {
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+ top: "mixed_9_conv_conv2d"
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+ bottom: "mixed_9_tower_mixed_conv_conv2d_relu"
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+ top: "mixed_10_tower_1_conv_1_conv2d_relu"
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+ name: "mixed_10_tower_1_mixed_conv_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_10_tower_1_mixed_conv_1_conv2d"
+ top: "mixed_10_tower_1_mixed_conv_1_conv2d_bn"
+ batch_norm_param {
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+}
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+ type: "ReLU"
+ bottom: "mixed_10_tower_1_mixed_conv_1_conv2d_bn"
+ top: "mixed_10_tower_1_mixed_conv_1_conv2d_relu"
+}
+layer {
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+ type: "Pooling"
+ bottom: "ch_concat_mixed_9_chconcat"
+ top: "MAX_pool_mixed_10_pool"
+ pooling_param {
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+}
+layer {
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+ type: "Convolution"
+ bottom: "MAX_pool_mixed_10_pool"
+ top: "mixed_10_tower_2_conv_conv2d"
+ param {
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+ convolution_param {
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+layer {
+ name: "mixed_10_tower_2_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_10_tower_2_conv_conv2d"
+ top: "mixed_10_tower_2_conv_conv2d_bn"
+ batch_norm_param {
+ }
+}
+layer {
+ name: "mixed_10_tower_2_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_10_tower_2_conv_conv2d_bn"
+ top: "mixed_10_tower_2_conv_conv2d_relu"
+}
+layer {
+ name: "ch_concat_mixed_10_chconcat"
+ type: "Concat"
+ bottom: "mixed_10_conv_conv2d_relu"
+ bottom: "mixed_10_tower_mixed_conv_conv2d_relu"
+ bottom: "mixed_10_tower_mixed_conv_1_conv2d_relu"
+ bottom: "mixed_10_tower_1_mixed_conv_conv2d_relu"
+ bottom: "mixed_10_tower_1_mixed_conv_1_conv2d_relu"
+ bottom: "mixed_10_tower_2_conv_conv2d_relu"
+ top: "ch_concat_mixed_10_chconcat"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "global_pool"
+ type: "Pooling"
+ bottom: "ch_concat_mixed_10_chconcat"
+ top: "global_pool"
+ pooling_param {
+ pool: AVE
+ kernel_size: 8
+ stride: 1
+ pad: 0
+ }
+}
+layer {
+ name: "drop"
+ type: "Dropout"
+ bottom: "global_pool"
+ top: "global_pool"
+ dropout_param {
+ dropout_ratio: 0.8
+ }
+}
+layer {
+ name: "flatten"
+ type: "Flatten"
+ bottom: "global_pool"
+ top: "flatten"
+}
+layer {
+ name: "fc1"
+ type: "InnerProduct"
+ bottom: "flatten"
+ top: "fc1"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ inner_product_param {
+ num_output: 1000
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
diff --git a/models/intel_optimized_models/int8/googlenet_v3_int8_acc.prototxt b/models/intel_optimized_models/int8/googlenet_v3_int8_acc.prototxt
new file mode 100644
index 000000000..ddc0a2949
--- /dev/null
+++ b/models/intel_optimized_models/int8/googlenet_v3_int8_acc.prototxt
@@ -0,0 +1,21589 @@
+name: "InceptionV3"
+layer {
+ name: "data"
+ type: "Data"
+ top: "data"
+ top: "label"
+ include {
+ phase: TEST
+ }
+ transform_param {
+ mirror: false
+ crop_size: 299
+ mean_value: 104.0
+ mean_value: 117.0
+ mean_value: 123.0
+ random_resize_param {
+ min_size: 320
+ max_size: 320
+ resize_param {
+ interp_mode: CUBIC
+ }
+ }
+ }
+ data_param {
+ source: "/lustre/dataset/lmdb/imagenet/lmdb_raw_compressed/ilsvrc12_val_lmdb"
+ batch_size: 50
+ backend: LMDB
+ shuffle: false
+ }
+}
+layer {
+ name: "conv_conv2d"
+ type: "Convolution"
+ bottom: "data"
+ top: "conv_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ pad: 0
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+}
+layer {
+ name: "conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "conv_conv2d"
+ top: "conv_conv2d_bn"
+ batch_norm_param {
+ }
+}
+layer {
+ name: "conv_relu"
+ type: "ReLU"
+ bottom: "conv_conv2d_bn"
+ top: "conv_conv2d_relu"
+}
+layer {
+ name: "conv_1_1_conv2d"
+ type: "Convolution"
+ bottom: "conv_conv2d_relu"
+ top: "conv_1_1_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ pad: 0
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 71.6240293266
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+ }
+}
+layer {
+ name: "conv_1_1_batchnorm"
+ type: "BatchNorm"
+ bottom: "conv_1_1_conv2d"
+ top: "conv_1_1_conv2d_bn"
+ batch_norm_param {
+ }
+}
+layer {
+ name: "conv_1_1_relu"
+ type: "ReLU"
+ bottom: "conv_1_1_conv2d_bn"
+ top: "conv_1_1_conv2d_relu"
+}
+layer {
+ name: "conv_2_2_conv2d"
+ type: "Convolution"
+ bottom: "conv_1_1_conv2d_relu"
+ top: "conv_2_2_conv2d"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "gaussian"
+ std: 0.01
+ }
+ }
+ quantization_param {
+ bw_layer_in: 8
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+ bw_params: 8
+ scale_in: 46.751291122
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+ scale_params: 353.061508442
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+ bottom: "mixed_1_tower_conv_1_conv2d_relu"
+ bottom: "mixed_1_tower_1_conv_2_conv2d_relu"
+ bottom: "mixed_1_tower_2_conv_conv2d_relu"
+ top: "ch_concat_mixed_1_chconcat"
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+ top: "mixed_2_tower_2_conv_conv2d_relu"
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+ bottom: "mixed_2_tower_conv_1_conv2d_relu"
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+ bottom: "mixed_2_tower_2_conv_conv2d_relu"
+ top: "ch_concat_mixed_2_chconcat"
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+ bottom: "mixed_3_tower_conv_2_conv2d_relu"
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+ top: "mixed_4_tower_1_conv_conv2d_relu"
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+ bottom: "mixed_5_tower_conv_2_conv2d_relu"
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+ bottom: "mixed_5_tower_2_conv_conv2d_relu"
+ top: "ch_concat_mixed_5_chconcat"
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+ bottom: "mixed_7_tower_2_conv_conv2d_relu"
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+ top: "mixed_8_tower_1_conv_conv2d"
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+ bottom: "mixed_9_conv_conv2d_bn"
+ top: "mixed_9_conv_conv2d_relu"
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+ bottom: "ch_concat_mixed_8_chconcat"
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+ top: "mixed_9_tower_1_mixed_conv_1_conv2d_relu"
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+ top: "AVE_pool_mixed_9_pool"
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+ stride: 1
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+ top: "mixed_9_tower_2_conv_conv2d"
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+ bottom: "mixed_9_tower_2_conv_conv2d_relu"
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+ top: "mixed_10_tower_1_conv_1_conv2d"
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+ scale_params: 140.497186702
+ scale_params: 158.829674157
+ }
+}
+layer {
+ name: "mixed_10_tower_2_conv_batchnorm"
+ type: "BatchNorm"
+ bottom: "mixed_10_tower_2_conv_conv2d"
+ top: "mixed_10_tower_2_conv_conv2d_bn"
+ batch_norm_param {
+ }
+}
+layer {
+ name: "mixed_10_tower_2_conv_relu"
+ type: "ReLU"
+ bottom: "mixed_10_tower_2_conv_conv2d_bn"
+ top: "mixed_10_tower_2_conv_conv2d_relu"
+}
+layer {
+ name: "ch_concat_mixed_10_chconcat"
+ type: "Concat"
+ bottom: "mixed_10_conv_conv2d_relu"
+ bottom: "mixed_10_tower_mixed_conv_conv2d_relu"
+ bottom: "mixed_10_tower_mixed_conv_1_conv2d_relu"
+ bottom: "mixed_10_tower_1_mixed_conv_conv2d_relu"
+ bottom: "mixed_10_tower_1_mixed_conv_1_conv2d_relu"
+ bottom: "mixed_10_tower_2_conv_conv2d_relu"
+ top: "ch_concat_mixed_10_chconcat"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "global_pool"
+ type: "Pooling"
+ bottom: "ch_concat_mixed_10_chconcat"
+ top: "global_pool"
+ pooling_param {
+ pool: AVE
+ kernel_size: 8
+ stride: 1
+ pad: 0
+ }
+}
+layer {
+ name: "drop"
+ type: "Dropout"
+ bottom: "global_pool"
+ top: "global_pool"
+ dropout_param {
+ dropout_ratio: 0.8
+ }
+}
+layer {
+ name: "flatten"
+ type: "Flatten"
+ bottom: "global_pool"
+ top: "flatten"
+}
+layer {
+ name: "fc1"
+ type: "InnerProduct"
+ bottom: "flatten"
+ top: "fc1"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ inner_product_param {
+ num_output: 1000
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+}
+layer {
+ name: "acc/top-1"
+ type: "Accuracy"
+ bottom: "fc1"
+ bottom: "label"
+ top: "acc/top-1"
+ include {
+ phase: TEST
+ }
+}
+layer {
+ name: "acc/top-5"
+ type: "Accuracy"
+ bottom: "fc1"
+ bottom: "label"
+ top: "acc/top-5"
+ include {
+ phase: TEST
+ }
+ accuracy_param {
+ top_k: 5
+ }
+}
diff --git a/models/intel_optimized_models/int8/ssd_int8_full_conv.prototxt b/models/intel_optimized_models/int8/ssd_int8_full_conv.prototxt
new file mode 100644
index 000000000..7ed19e90c
--- /dev/null
+++ b/models/intel_optimized_models/int8/ssd_int8_full_conv.prototxt
@@ -0,0 +1,10852 @@
+name: "VGG_VOC0712_SSD_300x300_test"
+layer {
+ name: "data"
+ type: "DummyData"
+ top: "data"
+ dummy_data_param {
+ data_filler {
+ type: "constant"
+ value: 0.01
+ }
+ shape {
+ dim: 22
+ dim: 3
+ dim: 300
+ dim: 300
+ }
+ }
+}
+layer {
+ name: "data"
+ type: "DummyData"
+ top: "label"
+ dummy_data_param {
+ data_filler {
+ type: "constant"
+ value: 1
+ }
+ shape {
+ dim: 1
+ dim: 1
+ dim: 1
+ dim: 8
+ }
+ }
+}
+layer {
+ name: "conv1_1"
+ type: "Convolution"
+ bottom: "data"
+ top: "conv1_1"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 64
+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.841059602649
+ scale_out: 0.317147638848
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+ is_negative_input: true
+ }
+}
+layer {
+ name: "relu1_1"
+ type: "ReLU"
+ bottom: "conv1_1"
+ top: "conv1_1"
+}
+layer {
+ name: "conv1_2"
+ type: "Convolution"
+ bottom: "conv1_1"
+ top: "conv1_2"
+ param {
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+ }
+ param {
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+ }
+ convolution_param {
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+ pad: 1
+ kernel_size: 3
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
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+ }
+ quantization_param {
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+ name: "conv8_2_mbox_loc_perm"
+ type: "Permute"
+ bottom: "conv8_2_mbox_loc"
+ top: "conv8_2_mbox_loc_perm"
+ permute_param {
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+}
+layer {
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+ type: "Flatten"
+ bottom: "conv8_2_mbox_loc_perm"
+ top: "conv8_2_mbox_loc_flat"
+ flatten_param {
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+}
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+ name: "conv8_2_mbox_conf"
+ type: "Convolution"
+ bottom: "conv8_2"
+ top: "conv8_2_mbox_conf"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
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+ param {
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+ convolution_param {
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+ weight_filler {
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+ }
+ bias_filler {
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+ quantization_param {
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+layer {
+ name: "conv8_2_mbox_conf_perm"
+ type: "Permute"
+ bottom: "conv8_2_mbox_conf"
+ top: "conv8_2_mbox_conf_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv8_2_mbox_conf_flat"
+ type: "Flatten"
+ bottom: "conv8_2_mbox_conf_perm"
+ top: "conv8_2_mbox_conf_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv8_2_mbox_priorbox"
+ type: "PriorBox"
+ bottom: "conv8_2"
+ bottom: "data"
+ top: "conv8_2_mbox_priorbox"
+ prior_box_param {
+ min_size: 213.0
+ max_size: 264.0
+ aspect_ratio: 2.0
+ flip: true
+ clip: false
+ variance: 0.1
+ variance: 0.1
+ variance: 0.2
+ variance: 0.2
+ step: 100.0
+ offset: 0.5
+ }
+}
+layer {
+ name: "conv9_2_mbox_loc"
+ type: "Convolution"
+ bottom: "conv9_2"
+ top: "conv9_2_mbox_loc"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
+ lr_mult: 2.0
+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 16
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
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+ }
+ quantization_param {
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+ bw_layer_out: 32
+ bw_params: 8
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+ scale_out: 1.0
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+}
+layer {
+ name: "conv9_2_mbox_loc_perm"
+ type: "Permute"
+ bottom: "conv9_2_mbox_loc"
+ top: "conv9_2_mbox_loc_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv9_2_mbox_loc_flat"
+ type: "Flatten"
+ bottom: "conv9_2_mbox_loc_perm"
+ top: "conv9_2_mbox_loc_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv9_2_mbox_conf"
+ type: "Convolution"
+ bottom: "conv9_2"
+ top: "conv9_2_mbox_conf"
+ param {
+ lr_mult: 1.0
+ decay_mult: 1.0
+ }
+ param {
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+ decay_mult: 0.0
+ }
+ convolution_param {
+ num_output: 84
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ weight_filler {
+ type: "xavier"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0.0
+ }
+ }
+ quantization_param {
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+ bw_layer_out: 32
+ bw_params: 8
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+}
+layer {
+ name: "conv9_2_mbox_conf_perm"
+ type: "Permute"
+ bottom: "conv9_2_mbox_conf"
+ top: "conv9_2_mbox_conf_perm"
+ permute_param {
+ order: 0
+ order: 2
+ order: 3
+ order: 1
+ }
+}
+layer {
+ name: "conv9_2_mbox_conf_flat"
+ type: "Flatten"
+ bottom: "conv9_2_mbox_conf_perm"
+ top: "conv9_2_mbox_conf_flat"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "conv9_2_mbox_priorbox"
+ type: "PriorBox"
+ bottom: "conv9_2"
+ bottom: "data"
+ top: "conv9_2_mbox_priorbox"
+ prior_box_param {
+ min_size: 264.0
+ max_size: 315.0
+ aspect_ratio: 2.0
+ flip: true
+ clip: false
+ variance: 0.1
+ variance: 0.1
+ variance: 0.2
+ variance: 0.2
+ step: 300.0
+ offset: 0.5
+ }
+}
+layer {
+ name: "mbox_loc"
+ type: "Concat"
+ bottom: "conv4_3_norm_mbox_loc_flat"
+ bottom: "fc7_mbox_loc_flat"
+ bottom: "conv6_2_mbox_loc_flat"
+ bottom: "conv7_2_mbox_loc_flat"
+ bottom: "conv8_2_mbox_loc_flat"
+ bottom: "conv9_2_mbox_loc_flat"
+ top: "mbox_loc"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "mbox_conf"
+ type: "Concat"
+ bottom: "conv4_3_norm_mbox_conf_flat"
+ bottom: "fc7_mbox_conf_flat"
+ bottom: "conv6_2_mbox_conf_flat"
+ bottom: "conv7_2_mbox_conf_flat"
+ bottom: "conv8_2_mbox_conf_flat"
+ bottom: "conv9_2_mbox_conf_flat"
+ top: "mbox_conf"
+ concat_param {
+ axis: 1
+ }
+}
+layer {
+ name: "mbox_priorbox"
+ type: "Concat"
+ bottom: "conv4_3_norm_mbox_priorbox"
+ bottom: "fc7_mbox_priorbox"
+ bottom: "conv6_2_mbox_priorbox"
+ bottom: "conv7_2_mbox_priorbox"
+ bottom: "conv8_2_mbox_priorbox"
+ bottom: "conv9_2_mbox_priorbox"
+ top: "mbox_priorbox"
+ concat_param {
+ axis: 2
+ }
+}
+layer {
+ name: "mbox_conf_reshape"
+ type: "Reshape"
+ bottom: "mbox_conf"
+ top: "mbox_conf_reshape"
+ reshape_param {
+ shape {
+ dim: 0
+ dim: -1
+ dim: 21
+ }
+ }
+}
+layer {
+ name: "mbox_conf_softmax"
+ type: "Softmax"
+ bottom: "mbox_conf_reshape"
+ top: "mbox_conf_softmax"
+ softmax_param {
+ axis: 2
+ }
+}
+layer {
+ name: "mbox_conf_flatten"
+ type: "Flatten"
+ bottom: "mbox_conf_softmax"
+ top: "mbox_conf_flatten"
+ flatten_param {
+ axis: 1
+ }
+}
+layer {
+ name: "detection_out"
+ type: "DetectionOutput"
+ bottom: "mbox_loc"
+ bottom: "mbox_conf_flatten"
+ bottom: "mbox_priorbox"
+ top: "detection_out"
+ include {
+ phase: TEST
+ }
+ detection_output_param {
+ num_classes: 21
+ share_location: true
+ background_label_id: 0
+ nms_param {
+ nms_threshold: 0.45
+ top_k: 400
+ }
+ code_type: CENTER_SIZE
+ keep_top_k: 200
+ confidence_threshold: 0.01
+ }
+}
+layer {
+ name: "detection_eval"
+ type: "DetectionEvaluate"
+ bottom: "detection_out"
+ bottom: "label"
+ top: "detection_eval"
+ include {
+ phase: TEST
+ }
+ detection_evaluate_param {
+ num_classes: 21
+ background_label_id: 0
+ overlap_threshold: 0.5
+ evaluate_difficult_gt: false
+ name_size_file: "data/VOC0712/test_name_size.txt"
+ }
+}
diff --git a/models/intel_optimized_models/int8/yolov2_int8_full_conv.prototxt b/models/intel_optimized_models/int8/yolov2_int8_full_conv.prototxt
new file mode 100644
index 000000000..73a652f6c
--- /dev/null
+++ b/models/intel_optimized_models/int8/yolov2_int8_full_conv.prototxt
@@ -0,0 +1,11629 @@
+name: "yolov2"
+layer {
+ name: "data"
+ type: "DummyData"
+ top: "data"
+ dummy_data_param {
+ data_filler {
+ type: "constant"
+ value: 0.01
+ }
+ shape {
+ dim: 64
+ dim: 3
+ dim: 544
+ dim: 544
+ }
+ }
+}
+layer {
+ name: "data"
+ type: "DummyData"
+ top: "label"
+ dummy_data_param {
+ data_filler {
+ type: "constant"
+ value: 1
+ }
+ shape {
+ dim: 1
+ dim: 1
+ dim: 1
+ dim: 8
+ }
+ }
+}
+layer {
+ name: "layer1-conv"
+ type: "Convolution"
+ bottom: "data"
+ top: "layer1-conv"
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.841059602649
+ scale_out: 13.7043200658
+ scale_params: 13926.0094795
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+ scale_params: 5140.04355708
+ scale_params: 16998.6374744
+ scale_params: 28666.7871192
+ is_negative_input: true
+ }
+}
+layer {
+ name: "layer1-bn"
+ type: "BatchNorm"
+ bottom: "layer1-conv"
+ top: "layer1-conv"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ name: "layer1-scale"
+ type: "Scale"
+ bottom: "layer1-conv"
+ top: "layer1-conv"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "layer1-act"
+ type: "ReLU"
+ bottom: "layer1-conv"
+ top: "layer1-conv"
+ relu_param {
+ }
+}
+layer {
+ name: "layer2-maxpool"
+ type: "Pooling"
+ bottom: "layer1-conv"
+ top: "layer2-maxpool"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "layer3-conv"
+ type: "Convolution"
+ bottom: "layer2-maxpool"
+ top: "layer3-conv"
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 13.7043200658
+ scale_out: 14.370320146
+ scale_params: 1268.80885739
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+ }
+}
+layer {
+ name: "layer3-bn"
+ type: "BatchNorm"
+ bottom: "layer3-conv"
+ top: "layer3-conv"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ name: "layer3-scale"
+ type: "Scale"
+ bottom: "layer3-conv"
+ top: "layer3-conv"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "layer3-act"
+ type: "ReLU"
+ bottom: "layer3-conv"
+ top: "layer3-conv"
+ relu_param {
+ }
+}
+layer {
+ name: "layer4-maxpool"
+ type: "Pooling"
+ bottom: "layer3-conv"
+ top: "layer4-maxpool"
+ pooling_param {
+ pool: MAX
+ kernel_size: 2
+ stride: 2
+ }
+}
+layer {
+ name: "layer5-conv"
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+ type: "BatchNorm"
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+ batch_norm_param {
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+ }
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+ type: "Scale"
+ bottom: "layer20-conv"
+ top: "layer20-conv"
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+ }
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+ bottom: "layer20-conv"
+ top: "layer20-conv"
+ relu_param {
+ }
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+ type: "Convolution"
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+ top: "layer21-conv"
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+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ }
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+ top: "extra_layer24-conv"
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+ }
+}
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+ type: "Scale"
+ bottom: "extra_layer24-conv"
+ top: "extra_layer24-conv"
+ scale_param {
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+ }
+}
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+ type: "ReLU"
+ bottom: "extra_layer24-conv"
+ top: "extra_layer24-conv"
+ relu_param {
+ }
+}
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+ type: "Convolution"
+ bottom: "extra_layer24-conv"
+ top: "extra_layer25-conv"
+ convolution_param {
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+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 1
+ }
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+ top: "extra_layer25-conv"
+ relu_param {
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+ top: "extra_layer26-conv"
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+ top: "extra_layer26-conv"
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+ type: "Reorg"
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+ top: "extra_layer26-reorg"
+ reorg_param {
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+ }
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+ type: "Concat"
+ bottom: "extra_layer26-reorg"
+ bottom: "extra_layer25-conv"
+ top: "extra_layer-concat"
+ concat_param {
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+layer {
+ name: "extra_layer27-bn"
+ type: "BatchNorm"
+ bottom: "extra_layer27-conv"
+ top: "extra_layer27-conv"
+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ name: "extra_layer27-scale"
+ type: "Scale"
+ bottom: "extra_layer27-conv"
+ top: "extra_layer27-conv"
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "extra_layer27-act"
+ type: "ReLU"
+ bottom: "extra_layer27-conv"
+ top: "extra_layer27-conv"
+ relu_param {
+ }
+}
+layer {
+ name: "conv_reg"
+ type: "Convolution"
+ bottom: "extra_layer27-conv"
+ top: "conv_reg"
+ convolution_param {
+ num_output: 125
+ bias_term: true
+ pad: 0
+ kernel_size: 1
+ stride: 1
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 33.2276408882
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+ }
+}
+layer {
+ name: "eval_det"
+ type: "EvalDetection"
+ bottom: "conv_reg"
+ bottom: "label"
+ bottom: "data"
+ top: "eval_det"
+ eval_detection_param {
+ side: 17
+ num_class: 20
+ num_object: 5
+ threshold: 0.5
+ score_type: MULTIPLY
+ nms: 0.45
+ biases: 1.32
+ biases: 1.73
+ biases: 3.19
+ biases: 4.01
+ biases: 5.06
+ biases: 8.1
+ biases: 9.47
+ biases: 4.84
+ biases: 11.24
+ biases: 10.01
+ }
+}
diff --git a/models/intel_optimized_models/mobilenet_v2/mobilenet_v2_deploy.prototxt b/models/intel_optimized_models/mobilenet_v2/mobilenet_v2_deploy.prototxt
new file mode 100644
index 000000000..59e363477
--- /dev/null
+++ b/models/intel_optimized_models/mobilenet_v2/mobilenet_v2_deploy.prototxt
@@ -0,0 +1,3442 @@
+name: "MOBILENET_V2"
+layer {
+ name: "data"
+ type: "Data"
+ top: "data"
+ top: "label"
+ include {
+ phase: TEST
+ }
+ transform_param {
+ mirror: false
+ crop_size: 224
+ scale: 0.017
+ mean_value: 103.94
+ mean_value: 116.78
+ mean_value: 123.68
+ random_resize_param {
+ min_size: 256
+ max_size: 256
+ resize_param {
+ interp_mode: CUBIC
+ }
+ }
+ }
+ data_param {
+ source: "examples/imagenet/ilsvrc12_val_lmdb"
+ batch_size: 50
+ backend: LMDB
+ }
+}
+
+layer {
+ name: "conv1"
+ type: "Convolution"
+ bottom: "data"
+ top: "conv1"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ stride: 2
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv1/bn"
+ type: "BatchNorm"
+ bottom: "conv1"
+ top: "conv1/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv1/scale"
+ type: "Scale"
+ bottom: "conv1/bn"
+ top: "conv1/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu1"
+ type: "ReLU"
+ bottom: "conv1/bn"
+ top: "conv1/bn"
+}
+layer {
+ name: "conv2_1/expand"
+ type: "Convolution"
+ bottom: "conv1/bn"
+ top: "conv2_1/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv2_1/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv2_1/expand"
+ top: "conv2_1/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv2_1/expand/scale"
+ type: "Scale"
+ bottom: "conv2_1/expand/bn"
+ top: "conv2_1/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu2_1/expand"
+ type: "ReLU"
+ bottom: "conv2_1/expand/bn"
+ top: "conv2_1/expand/bn"
+}
+layer {
+ name: "conv2_1/dwise"
+ type: "Convolution"
+ bottom: "conv2_1/expand/bn"
+ top: "conv2_1/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 32
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv2_1/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv2_1/dwise"
+ top: "conv2_1/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv2_1/dwise/scale"
+ type: "Scale"
+ bottom: "conv2_1/dwise/bn"
+ top: "conv2_1/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu2_1/dwise"
+ type: "ReLU"
+ bottom: "conv2_1/dwise/bn"
+ top: "conv2_1/dwise/bn"
+}
+layer {
+ name: "conv2_1/linear"
+ type: "Convolution"
+ bottom: "conv2_1/dwise/bn"
+ top: "conv2_1/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 16
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv2_1/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv2_1/linear"
+ top: "conv2_1/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv2_1/linear/scale"
+ type: "Scale"
+ bottom: "conv2_1/linear/bn"
+ top: "conv2_1/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "conv2_2/expand"
+ type: "Convolution"
+ bottom: "conv2_1/linear/bn"
+ top: "conv2_2/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 96
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv2_2/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv2_2/expand"
+ top: "conv2_2/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv2_2/expand/scale"
+ type: "Scale"
+ bottom: "conv2_2/expand/bn"
+ top: "conv2_2/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu2_2/expand"
+ type: "ReLU"
+ bottom: "conv2_2/expand/bn"
+ top: "conv2_2/expand/bn"
+}
+layer {
+ name: "conv2_2/dwise"
+ type: "Convolution"
+ bottom: "conv2_2/expand/bn"
+ top: "conv2_2/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 96
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 96
+ stride: 2
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv2_2/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv2_2/dwise"
+ top: "conv2_2/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv2_2/dwise/scale"
+ type: "Scale"
+ bottom: "conv2_2/dwise/bn"
+ top: "conv2_2/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu2_2/dwise"
+ type: "ReLU"
+ bottom: "conv2_2/dwise/bn"
+ top: "conv2_2/dwise/bn"
+}
+layer {
+ name: "conv2_2/linear"
+ type: "Convolution"
+ bottom: "conv2_2/dwise/bn"
+ top: "conv2_2/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 24
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv2_2/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv2_2/linear"
+ top: "conv2_2/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv2_2/linear/scale"
+ type: "Scale"
+ bottom: "conv2_2/linear/bn"
+ top: "conv2_2/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "conv3_1/expand"
+ type: "Convolution"
+ bottom: "conv2_2/linear/bn"
+ top: "conv3_1/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 144
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv3_1/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv3_1/expand"
+ top: "conv3_1/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv3_1/expand/scale"
+ type: "Scale"
+ bottom: "conv3_1/expand/bn"
+ top: "conv3_1/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu3_1/expand"
+ type: "ReLU"
+ bottom: "conv3_1/expand/bn"
+ top: "conv3_1/expand/bn"
+}
+layer {
+ name: "conv3_1/dwise"
+ type: "Convolution"
+ bottom: "conv3_1/expand/bn"
+ top: "conv3_1/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 144
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 144
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv3_1/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv3_1/dwise"
+ top: "conv3_1/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv3_1/dwise/scale"
+ type: "Scale"
+ bottom: "conv3_1/dwise/bn"
+ top: "conv3_1/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu3_1/dwise"
+ type: "ReLU"
+ bottom: "conv3_1/dwise/bn"
+ top: "conv3_1/dwise/bn"
+}
+layer {
+ name: "conv3_1/linear"
+ type: "Convolution"
+ bottom: "conv3_1/dwise/bn"
+ top: "conv3_1/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 24
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv3_1/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv3_1/linear"
+ top: "conv3_1/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv3_1/linear/scale"
+ type: "Scale"
+ bottom: "conv3_1/linear/bn"
+ top: "conv3_1/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "block_3_1"
+ type: "Eltwise"
+ bottom: "conv2_2/linear/bn"
+ bottom: "conv3_1/linear/bn"
+ top: "block_3_1"
+}
+layer {
+ name: "conv3_2/expand"
+ type: "Convolution"
+ bottom: "block_3_1"
+ top: "conv3_2/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 144
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv3_2/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv3_2/expand"
+ top: "conv3_2/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv3_2/expand/scale"
+ type: "Scale"
+ bottom: "conv3_2/expand/bn"
+ top: "conv3_2/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu3_2/expand"
+ type: "ReLU"
+ bottom: "conv3_2/expand/bn"
+ top: "conv3_2/expand/bn"
+}
+layer {
+ name: "conv3_2/dwise"
+ type: "Convolution"
+ bottom: "conv3_2/expand/bn"
+ top: "conv3_2/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 144
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 144
+ stride: 2
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv3_2/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv3_2/dwise"
+ top: "conv3_2/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv3_2/dwise/scale"
+ type: "Scale"
+ bottom: "conv3_2/dwise/bn"
+ top: "conv3_2/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu3_2/dwise"
+ type: "ReLU"
+ bottom: "conv3_2/dwise/bn"
+ top: "conv3_2/dwise/bn"
+}
+layer {
+ name: "conv3_2/linear"
+ type: "Convolution"
+ bottom: "conv3_2/dwise/bn"
+ top: "conv3_2/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv3_2/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv3_2/linear"
+ top: "conv3_2/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv3_2/linear/scale"
+ type: "Scale"
+ bottom: "conv3_2/linear/bn"
+ top: "conv3_2/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "conv4_1/expand"
+ type: "Convolution"
+ bottom: "conv3_2/linear/bn"
+ top: "conv4_1/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_1/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv4_1/expand"
+ top: "conv4_1/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_1/expand/scale"
+ type: "Scale"
+ bottom: "conv4_1/expand/bn"
+ top: "conv4_1/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_1/expand"
+ type: "ReLU"
+ bottom: "conv4_1/expand/bn"
+ top: "conv4_1/expand/bn"
+}
+layer {
+ name: "conv4_1/dwise"
+ type: "Convolution"
+ bottom: "conv4_1/expand/bn"
+ top: "conv4_1/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 192
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_1/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv4_1/dwise"
+ top: "conv4_1/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_1/dwise/scale"
+ type: "Scale"
+ bottom: "conv4_1/dwise/bn"
+ top: "conv4_1/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_1/dwise"
+ type: "ReLU"
+ bottom: "conv4_1/dwise/bn"
+ top: "conv4_1/dwise/bn"
+}
+layer {
+ name: "conv4_1/linear"
+ type: "Convolution"
+ bottom: "conv4_1/dwise/bn"
+ top: "conv4_1/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_1/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv4_1/linear"
+ top: "conv4_1/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_1/linear/scale"
+ type: "Scale"
+ bottom: "conv4_1/linear/bn"
+ top: "conv4_1/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "block_4_1"
+ type: "Eltwise"
+ bottom: "conv3_2/linear/bn"
+ bottom: "conv4_1/linear/bn"
+ top: "block_4_1"
+}
+layer {
+ name: "conv4_2/expand"
+ type: "Convolution"
+ bottom: "block_4_1"
+ top: "conv4_2/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_2/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv4_2/expand"
+ top: "conv4_2/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_2/expand/scale"
+ type: "Scale"
+ bottom: "conv4_2/expand/bn"
+ top: "conv4_2/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_2/expand"
+ type: "ReLU"
+ bottom: "conv4_2/expand/bn"
+ top: "conv4_2/expand/bn"
+}
+layer {
+ name: "conv4_2/dwise"
+ type: "Convolution"
+ bottom: "conv4_2/expand/bn"
+ top: "conv4_2/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 192
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_2/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv4_2/dwise"
+ top: "conv4_2/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_2/dwise/scale"
+ type: "Scale"
+ bottom: "conv4_2/dwise/bn"
+ top: "conv4_2/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_2/dwise"
+ type: "ReLU"
+ bottom: "conv4_2/dwise/bn"
+ top: "conv4_2/dwise/bn"
+}
+layer {
+ name: "conv4_2/linear"
+ type: "Convolution"
+ bottom: "conv4_2/dwise/bn"
+ top: "conv4_2/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 32
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_2/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv4_2/linear"
+ top: "conv4_2/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_2/linear/scale"
+ type: "Scale"
+ bottom: "conv4_2/linear/bn"
+ top: "conv4_2/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "block_4_2"
+ type: "Eltwise"
+ bottom: "block_4_1"
+ bottom: "conv4_2/linear/bn"
+ top: "block_4_2"
+}
+layer {
+ name: "conv4_3/expand"
+ type: "Convolution"
+ bottom: "block_4_2"
+ top: "conv4_3/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_3/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv4_3/expand"
+ top: "conv4_3/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_3/expand/scale"
+ type: "Scale"
+ bottom: "conv4_3/expand/bn"
+ top: "conv4_3/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_3/expand"
+ type: "ReLU"
+ bottom: "conv4_3/expand/bn"
+ top: "conv4_3/expand/bn"
+}
+layer {
+ name: "conv4_3/dwise"
+ type: "Convolution"
+ bottom: "conv4_3/expand/bn"
+ top: "conv4_3/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 192
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 192
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_3/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv4_3/dwise"
+ top: "conv4_3/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_3/dwise/scale"
+ type: "Scale"
+ bottom: "conv4_3/dwise/bn"
+ top: "conv4_3/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_3/dwise"
+ type: "ReLU"
+ bottom: "conv4_3/dwise/bn"
+ top: "conv4_3/dwise/bn"
+}
+layer {
+ name: "conv4_3/linear"
+ type: "Convolution"
+ bottom: "conv4_3/dwise/bn"
+ top: "conv4_3/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_3/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv4_3/linear"
+ top: "conv4_3/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_3/linear/scale"
+ type: "Scale"
+ bottom: "conv4_3/linear/bn"
+ top: "conv4_3/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "conv4_4/expand"
+ type: "Convolution"
+ bottom: "conv4_3/linear/bn"
+ top: "conv4_4/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_4/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv4_4/expand"
+ top: "conv4_4/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_4/expand/scale"
+ type: "Scale"
+ bottom: "conv4_4/expand/bn"
+ top: "conv4_4/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_4/expand"
+ type: "ReLU"
+ bottom: "conv4_4/expand/bn"
+ top: "conv4_4/expand/bn"
+}
+layer {
+ name: "conv4_4/dwise"
+ type: "Convolution"
+ bottom: "conv4_4/expand/bn"
+ top: "conv4_4/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 384
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_4/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv4_4/dwise"
+ top: "conv4_4/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_4/dwise/scale"
+ type: "Scale"
+ bottom: "conv4_4/dwise/bn"
+ top: "conv4_4/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_4/dwise"
+ type: "ReLU"
+ bottom: "conv4_4/dwise/bn"
+ top: "conv4_4/dwise/bn"
+}
+layer {
+ name: "conv4_4/linear"
+ type: "Convolution"
+ bottom: "conv4_4/dwise/bn"
+ top: "conv4_4/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_4/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv4_4/linear"
+ top: "conv4_4/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_4/linear/scale"
+ type: "Scale"
+ bottom: "conv4_4/linear/bn"
+ top: "conv4_4/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "block_4_4"
+ type: "Eltwise"
+ bottom: "conv4_3/linear/bn"
+ bottom: "conv4_4/linear/bn"
+ top: "block_4_4"
+}
+layer {
+ name: "conv4_5/expand"
+ type: "Convolution"
+ bottom: "block_4_4"
+ top: "conv4_5/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_5/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv4_5/expand"
+ top: "conv4_5/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_5/expand/scale"
+ type: "Scale"
+ bottom: "conv4_5/expand/bn"
+ top: "conv4_5/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_5/expand"
+ type: "ReLU"
+ bottom: "conv4_5/expand/bn"
+ top: "conv4_5/expand/bn"
+}
+layer {
+ name: "conv4_5/dwise"
+ type: "Convolution"
+ bottom: "conv4_5/expand/bn"
+ top: "conv4_5/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 384
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_5/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv4_5/dwise"
+ top: "conv4_5/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_5/dwise/scale"
+ type: "Scale"
+ bottom: "conv4_5/dwise/bn"
+ top: "conv4_5/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_5/dwise"
+ type: "ReLU"
+ bottom: "conv4_5/dwise/bn"
+ top: "conv4_5/dwise/bn"
+}
+layer {
+ name: "conv4_5/linear"
+ type: "Convolution"
+ bottom: "conv4_5/dwise/bn"
+ top: "conv4_5/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_5/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv4_5/linear"
+ top: "conv4_5/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_5/linear/scale"
+ type: "Scale"
+ bottom: "conv4_5/linear/bn"
+ top: "conv4_5/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "block_4_5"
+ type: "Eltwise"
+ bottom: "block_4_4"
+ bottom: "conv4_5/linear/bn"
+ top: "block_4_5"
+}
+layer {
+ name: "conv4_6/expand"
+ type: "Convolution"
+ bottom: "block_4_5"
+ top: "conv4_6/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_6/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv4_6/expand"
+ top: "conv4_6/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_6/expand/scale"
+ type: "Scale"
+ bottom: "conv4_6/expand/bn"
+ top: "conv4_6/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_6/expand"
+ type: "ReLU"
+ bottom: "conv4_6/expand/bn"
+ top: "conv4_6/expand/bn"
+}
+layer {
+ name: "conv4_6/dwise"
+ type: "Convolution"
+ bottom: "conv4_6/expand/bn"
+ top: "conv4_6/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 384
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_6/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv4_6/dwise"
+ top: "conv4_6/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_6/dwise/scale"
+ type: "Scale"
+ bottom: "conv4_6/dwise/bn"
+ top: "conv4_6/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_6/dwise"
+ type: "ReLU"
+ bottom: "conv4_6/dwise/bn"
+ top: "conv4_6/dwise/bn"
+}
+layer {
+ name: "conv4_6/linear"
+ type: "Convolution"
+ bottom: "conv4_6/dwise/bn"
+ top: "conv4_6/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_6/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv4_6/linear"
+ top: "conv4_6/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_6/linear/scale"
+ type: "Scale"
+ bottom: "conv4_6/linear/bn"
+ top: "conv4_6/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "block_4_6"
+ type: "Eltwise"
+ bottom: "block_4_5"
+ bottom: "conv4_6/linear/bn"
+ top: "block_4_6"
+}
+layer {
+ name: "conv4_7/expand"
+ type: "Convolution"
+ bottom: "block_4_6"
+ top: "conv4_7/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_7/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv4_7/expand"
+ top: "conv4_7/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_7/expand/scale"
+ type: "Scale"
+ bottom: "conv4_7/expand/bn"
+ top: "conv4_7/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_7/expand"
+ type: "ReLU"
+ bottom: "conv4_7/expand/bn"
+ top: "conv4_7/expand/bn"
+}
+layer {
+ name: "conv4_7/dwise"
+ type: "Convolution"
+ bottom: "conv4_7/expand/bn"
+ top: "conv4_7/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 384
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 384
+ stride: 2
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_7/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv4_7/dwise"
+ top: "conv4_7/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_7/dwise/scale"
+ type: "Scale"
+ bottom: "conv4_7/dwise/bn"
+ top: "conv4_7/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu4_7/dwise"
+ type: "ReLU"
+ bottom: "conv4_7/dwise/bn"
+ top: "conv4_7/dwise/bn"
+}
+layer {
+ name: "conv4_7/linear"
+ type: "Convolution"
+ bottom: "conv4_7/dwise/bn"
+ top: "conv4_7/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 96
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv4_7/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv4_7/linear"
+ top: "conv4_7/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv4_7/linear/scale"
+ type: "Scale"
+ bottom: "conv4_7/linear/bn"
+ top: "conv4_7/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "conv5_1/expand"
+ type: "Convolution"
+ bottom: "conv4_7/linear/bn"
+ top: "conv5_1/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 576
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv5_1/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv5_1/expand"
+ top: "conv5_1/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv5_1/expand/scale"
+ type: "Scale"
+ bottom: "conv5_1/expand/bn"
+ top: "conv5_1/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu5_1/expand"
+ type: "ReLU"
+ bottom: "conv5_1/expand/bn"
+ top: "conv5_1/expand/bn"
+}
+layer {
+ name: "conv5_1/dwise"
+ type: "Convolution"
+ bottom: "conv5_1/expand/bn"
+ top: "conv5_1/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 576
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 576
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv5_1/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv5_1/dwise"
+ top: "conv5_1/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv5_1/dwise/scale"
+ type: "Scale"
+ bottom: "conv5_1/dwise/bn"
+ top: "conv5_1/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu5_1/dwise"
+ type: "ReLU"
+ bottom: "conv5_1/dwise/bn"
+ top: "conv5_1/dwise/bn"
+}
+layer {
+ name: "conv5_1/linear"
+ type: "Convolution"
+ bottom: "conv5_1/dwise/bn"
+ top: "conv5_1/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 96
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv5_1/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv5_1/linear"
+ top: "conv5_1/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv5_1/linear/scale"
+ type: "Scale"
+ bottom: "conv5_1/linear/bn"
+ top: "conv5_1/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "block_5_1"
+ type: "Eltwise"
+ bottom: "conv4_7/linear/bn"
+ bottom: "conv5_1/linear/bn"
+ top: "block_5_1"
+}
+layer {
+ name: "conv5_2/expand"
+ type: "Convolution"
+ bottom: "block_5_1"
+ top: "conv5_2/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 576
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv5_2/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv5_2/expand"
+ top: "conv5_2/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv5_2/expand/scale"
+ type: "Scale"
+ bottom: "conv5_2/expand/bn"
+ top: "conv5_2/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu5_2/expand"
+ type: "ReLU"
+ bottom: "conv5_2/expand/bn"
+ top: "conv5_2/expand/bn"
+}
+layer {
+ name: "conv5_2/dwise"
+ type: "Convolution"
+ bottom: "conv5_2/expand/bn"
+ top: "conv5_2/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 576
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 576
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv5_2/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv5_2/dwise"
+ top: "conv5_2/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv5_2/dwise/scale"
+ type: "Scale"
+ bottom: "conv5_2/dwise/bn"
+ top: "conv5_2/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu5_2/dwise"
+ type: "ReLU"
+ bottom: "conv5_2/dwise/bn"
+ top: "conv5_2/dwise/bn"
+}
+layer {
+ name: "conv5_2/linear"
+ type: "Convolution"
+ bottom: "conv5_2/dwise/bn"
+ top: "conv5_2/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 96
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv5_2/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv5_2/linear"
+ top: "conv5_2/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv5_2/linear/scale"
+ type: "Scale"
+ bottom: "conv5_2/linear/bn"
+ top: "conv5_2/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "block_5_2"
+ type: "Eltwise"
+ bottom: "block_5_1"
+ bottom: "conv5_2/linear/bn"
+ top: "block_5_2"
+}
+layer {
+ name: "conv5_3/expand"
+ type: "Convolution"
+ bottom: "block_5_2"
+ top: "conv5_3/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 576
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv5_3/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv5_3/expand"
+ top: "conv5_3/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv5_3/expand/scale"
+ type: "Scale"
+ bottom: "conv5_3/expand/bn"
+ top: "conv5_3/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu5_3/expand"
+ type: "ReLU"
+ bottom: "conv5_3/expand/bn"
+ top: "conv5_3/expand/bn"
+}
+layer {
+ name: "conv5_3/dwise"
+ type: "Convolution"
+ bottom: "conv5_3/expand/bn"
+ top: "conv5_3/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 576
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 576
+ stride: 2
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv5_3/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv5_3/dwise"
+ top: "conv5_3/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv5_3/dwise/scale"
+ type: "Scale"
+ bottom: "conv5_3/dwise/bn"
+ top: "conv5_3/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu5_3/dwise"
+ type: "ReLU"
+ bottom: "conv5_3/dwise/bn"
+ top: "conv5_3/dwise/bn"
+}
+layer {
+ name: "conv5_3/linear"
+ type: "Convolution"
+ bottom: "conv5_3/dwise/bn"
+ top: "conv5_3/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 160
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv5_3/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv5_3/linear"
+ top: "conv5_3/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv5_3/linear/scale"
+ type: "Scale"
+ bottom: "conv5_3/linear/bn"
+ top: "conv5_3/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "conv6_1/expand"
+ type: "Convolution"
+ bottom: "conv5_3/linear/bn"
+ top: "conv6_1/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 960
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6_1/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv6_1/expand"
+ top: "conv6_1/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv6_1/expand/scale"
+ type: "Scale"
+ bottom: "conv6_1/expand/bn"
+ top: "conv6_1/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu6_1/expand"
+ type: "ReLU"
+ bottom: "conv6_1/expand/bn"
+ top: "conv6_1/expand/bn"
+}
+layer {
+ name: "conv6_1/dwise"
+ type: "Convolution"
+ bottom: "conv6_1/expand/bn"
+ top: "conv6_1/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 960
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 960
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6_1/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv6_1/dwise"
+ top: "conv6_1/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv6_1/dwise/scale"
+ type: "Scale"
+ bottom: "conv6_1/dwise/bn"
+ top: "conv6_1/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu6_1/dwise"
+ type: "ReLU"
+ bottom: "conv6_1/dwise/bn"
+ top: "conv6_1/dwise/bn"
+}
+layer {
+ name: "conv6_1/linear"
+ type: "Convolution"
+ bottom: "conv6_1/dwise/bn"
+ top: "conv6_1/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 160
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6_1/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv6_1/linear"
+ top: "conv6_1/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv6_1/linear/scale"
+ type: "Scale"
+ bottom: "conv6_1/linear/bn"
+ top: "conv6_1/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "block_6_1"
+ type: "Eltwise"
+ bottom: "conv5_3/linear/bn"
+ bottom: "conv6_1/linear/bn"
+ top: "block_6_1"
+}
+layer {
+ name: "conv6_2/expand"
+ type: "Convolution"
+ bottom: "block_6_1"
+ top: "conv6_2/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 960
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6_2/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv6_2/expand"
+ top: "conv6_2/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv6_2/expand/scale"
+ type: "Scale"
+ bottom: "conv6_2/expand/bn"
+ top: "conv6_2/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu6_2/expand"
+ type: "ReLU"
+ bottom: "conv6_2/expand/bn"
+ top: "conv6_2/expand/bn"
+}
+layer {
+ name: "conv6_2/dwise"
+ type: "Convolution"
+ bottom: "conv6_2/expand/bn"
+ top: "conv6_2/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 960
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 960
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6_2/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv6_2/dwise"
+ top: "conv6_2/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv6_2/dwise/scale"
+ type: "Scale"
+ bottom: "conv6_2/dwise/bn"
+ top: "conv6_2/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu6_2/dwise"
+ type: "ReLU"
+ bottom: "conv6_2/dwise/bn"
+ top: "conv6_2/dwise/bn"
+}
+layer {
+ name: "conv6_2/linear"
+ type: "Convolution"
+ bottom: "conv6_2/dwise/bn"
+ top: "conv6_2/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 160
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6_2/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv6_2/linear"
+ top: "conv6_2/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv6_2/linear/scale"
+ type: "Scale"
+ bottom: "conv6_2/linear/bn"
+ top: "conv6_2/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "block_6_2"
+ type: "Eltwise"
+ bottom: "block_6_1"
+ bottom: "conv6_2/linear/bn"
+ top: "block_6_2"
+}
+layer {
+ name: "conv6_3/expand"
+ type: "Convolution"
+ bottom: "block_6_2"
+ top: "conv6_3/expand"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 960
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6_3/expand/bn"
+ type: "BatchNorm"
+ bottom: "conv6_3/expand"
+ top: "conv6_3/expand/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv6_3/expand/scale"
+ type: "Scale"
+ bottom: "conv6_3/expand/bn"
+ top: "conv6_3/expand/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu6_3/expand"
+ type: "ReLU"
+ bottom: "conv6_3/expand/bn"
+ top: "conv6_3/expand/bn"
+}
+layer {
+ name: "conv6_3/dwise"
+ type: "Convolution"
+ bottom: "conv6_3/expand/bn"
+ top: "conv6_3/dwise"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 960
+ bias_term: false
+ pad: 1
+ kernel_size: 3
+ group: 960
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6_3/dwise/bn"
+ type: "BatchNorm"
+ bottom: "conv6_3/dwise"
+ top: "conv6_3/dwise/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv6_3/dwise/scale"
+ type: "Scale"
+ bottom: "conv6_3/dwise/bn"
+ top: "conv6_3/dwise/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu6_3/dwise"
+ type: "ReLU"
+ bottom: "conv6_3/dwise/bn"
+ top: "conv6_3/dwise/bn"
+}
+layer {
+ name: "conv6_3/linear"
+ type: "Convolution"
+ bottom: "conv6_3/dwise/bn"
+ top: "conv6_3/linear"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 320
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6_3/linear/bn"
+ type: "BatchNorm"
+ bottom: "conv6_3/linear"
+ top: "conv6_3/linear/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv6_3/linear/scale"
+ type: "Scale"
+ bottom: "conv6_3/linear/bn"
+ top: "conv6_3/linear/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "conv6_4"
+ type: "Convolution"
+ bottom: "conv6_3/linear/bn"
+ top: "conv6_4"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ convolution_param {
+ num_output: 1280
+ bias_term: false
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ }
+}
+layer {
+ name: "conv6_4/bn"
+ type: "BatchNorm"
+ bottom: "conv6_4"
+ top: "conv6_4/bn"
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 0
+ decay_mult: 0
+ }
+ batch_norm_param {
+ use_global_stats: true
+ eps: 1e-5
+ }
+}
+layer {
+ name: "conv6_4/scale"
+ type: "Scale"
+ bottom: "conv6_4/bn"
+ top: "conv6_4/bn"
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ param {
+ lr_mult: 1
+ decay_mult: 0
+ }
+ scale_param {
+ bias_term: true
+ }
+}
+layer {
+ name: "relu6_4"
+ type: "ReLU"
+ bottom: "conv6_4/bn"
+ top: "conv6_4/bn"
+}
+layer {
+ name: "pool6"
+ type: "Pooling"
+ bottom: "conv6_4/bn"
+ top: "pool6"
+ pooling_param {
+ pool: AVE
+ global_pooling: true
+ }
+}
+layer {
+ name: "fc7"
+ type: "Convolution"
+ bottom: "pool6"
+ top: "fc7"
+ param {
+ lr_mult: 1
+ decay_mult: 1
+ }
+ param {
+ lr_mult: 2
+ decay_mult: 0
+ }
+ convolution_param {
+ num_output: 1000
+ kernel_size: 1
+ weight_filler {
+ type: "msra"
+ }
+ bias_filler {
+ type: "constant"
+ value: 0
+ }
+ }
+}
+layer {
+ name: "accuracy/top-1"
+ type: "Accuracy"
+ bottom: "fc7"
+ bottom: "label"
+ top: "accuracy/top-1"
+ accuracy_param
+ {
+ top_k: 1
+ }
+ include {
+ phase: TEST
+ }
+}
+layer {
+ name: "accuracy/top-5"
+ type: "Accuracy"
+ bottom: "fc7"
+ bottom: "label"
+ top: "accuracy/top-5"
+ accuracy_param
+ {
+ top_k: 5
+ }
+ include {
+ phase: TEST
+ }
+}
+
diff --git a/models/intel_optimized_models/rfcn/pascal_voc/ResNet-101/rfcn_end2end/rfcn_int8_full_conv.prototxt b/models/intel_optimized_models/rfcn/pascal_voc/ResNet-101/rfcn_end2end/rfcn_int8_full_conv.prototxt
new file mode 100644
index 000000000..6e9aa1a5f
--- /dev/null
+++ b/models/intel_optimized_models/rfcn/pascal_voc/ResNet-101/rfcn_end2end/rfcn_int8_full_conv.prototxt
@@ -0,0 +1,63222 @@
+name: "ResNet-101"
+input: "data"
+input: "im_info"
+input_shape {
+ dim: 1
+ dim: 3
+ dim: 600
+ dim: 800
+}
+input_shape {
+ dim: 1
+ dim: 3
+}
+layer {
+ name: "conv1"
+ type: "Convolution"
+ bottom: "data"
+ top: "conv1"
+ param {
+ lr_mult: 0.0
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ pad: 3
+ kernel_size: 7
+ stride: 2
+ }
+ quantization_param {
+ bw_layer_in: 8
+ bw_layer_out: 8
+ bw_params: 8
+ scale_in: 0.835416956077
+ scale_out: 15.4708053777
+ scale_params: 16117.8400802
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+ scale_params: 25890.5761787
+ scale_params: 30258.9232837
+ scale_params: 22926.6012214
+ is_negative_input: true
+ }
+}
+layer {
+ name: "bn_conv1"
+ type: "BatchNorm"
+ bottom: "conv1"
+ top: "conv1"
+ param {
+ lr_mult: 0.0
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+ }
+ param {
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+ param {
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+ batch_norm_param {
+ use_global_stats: true
+ }
+}
+layer {
+ name: "scale_conv1"
+ type: "Scale"
+ bottom: "conv1"
+ top: "conv1"
+ param {
+ lr_mult: 0.0
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+ }
+ param {
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+ scale_param {
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+layer {
+ name: "conv1_relu"
+ type: "ReLU"
+ bottom: "conv1"
+ top: "conv1"
+}
+layer {
+ name: "pool1"
+ type: "Pooling"
+ bottom: "conv1"
+ top: "pool1"
+ pooling_param {
+ pool: MAX
+ kernel_size: 3
+ stride: 2
+ }
+}
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+ type: "Convolution"
+ bottom: "pool1"
+ top: "res2a_branch1"
+ param {
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+ type: "ReLU"
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+ top: "rpn/output"
+}
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+ type: "Convolution"
+ bottom: "rpn/output"
+ top: "rpn_cls_score"
+ param {
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+ name: "rpn_bbox_pred"
+ type: "Convolution"
+ bottom: "rpn/output"
+ top: "rpn_bbox_pred"
+ param {
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+ }
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+ name: "psroipooled_cls_rois"
+ type: "PSROIPooling"
+ bottom: "rfcn_cls"
+ bottom: "rois"
+ top: "psroipooled_cls_rois"
+ psroi_pooling_param {
+ spatial_scale: 0.0625
+ output_dim: 21
+ group_size: 7
+ }
+}
+layer {
+ name: "ave_cls_score_rois"
+ type: "Pooling"
+ bottom: "psroipooled_cls_rois"
+ top: "cls_score"
+ pooling_param {
+ pool: AVE
+ kernel_size: 7
+ stride: 7
+ }
+}
+layer {
+ name: "psroipooled_loc_rois"
+ type: "PSROIPooling"
+ bottom: "rfcn_bbox"
+ bottom: "rois"
+ top: "psroipooled_loc_rois"
+ psroi_pooling_param {
+ spatial_scale: 0.0625
+ output_dim: 8
+ group_size: 7
+ }
+}
+layer {
+ name: "ave_bbox_pred_rois"
+ type: "Pooling"
+ bottom: "psroipooled_loc_rois"
+ top: "bbox_pred_pre"
+ pooling_param {
+ pool: AVE
+ kernel_size: 7
+ stride: 7
+ }
+}
+layer {
+ name: "cls_prob"
+ type: "Softmax"
+ bottom: "cls_score"
+ top: "cls_prob_pre"
+}
+layer {
+ name: "cls_prob_reshape"
+ type: "Reshape"
+ bottom: "cls_prob_pre"
+ top: "cls_prob"
+ reshape_param {
+ shape {
+ dim: -1
+ dim: 21
+ }
+ }
+}
+layer {
+ name: "bbox_pred_reshape"
+ type: "Reshape"
+ bottom: "bbox_pred_pre"
+ top: "bbox_pred"
+ reshape_param {
+ shape {
+ dim: -1
+ dim: 8
+ }
+ }
+}
diff --git a/models/intel_optimized_models/rfcn/pascal_voc/ResNet-101/rfcn_end2end/rfcn_int8_multiple_1st.prototxt b/models/intel_optimized_models/rfcn/pascal_voc/ResNet-101/rfcn_end2end/rfcn_int8_multiple_1st.prototxt
new file mode 100644
index 000000000..6699f07a5
--- /dev/null
+++ b/models/intel_optimized_models/rfcn/pascal_voc/ResNet-101/rfcn_end2end/rfcn_int8_multiple_1st.prototxt
@@ -0,0 +1,63222 @@
+name: "ResNet-101"
+input: "data"
+input: "im_info"
+input_shape {
+ dim: 1
+ dim: 3
+ dim: 600
+ dim: 800
+}
+input_shape {
+ dim: 1
+ dim: 3
+}
+layer {
+ name: "conv1"
+ type: "Convolution"
+ bottom: "data"
+ top: "conv1"
+ param {
+ lr_mult: 0.0
+ }
+ convolution_param {
+ num_output: 64
+ bias_term: false
+ pad: 3
+ kernel_size: 7
+ stride: 2
+ }
+ quantization_param {
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+ bw_layer_out: 8
+ bw_params: 8
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+ type: "BatchNorm"
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+ top: "conv1"
+ param {
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+ type: "Scale"
+ bottom: "conv1"
+ top: "conv1"
+ param {
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+ param {
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+ type: "ReLU"
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+ top: "pool1"
+ pooling_param {
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+ top: "res5a"
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+ top: "res5a"
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+ param {
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+ scale_params: 31167.4885984
+ scale_params: 26421.301476
+ scale_params: 28619.0296362
+ scale_params: 30822.0225395
+ scale_params: 29391.4391217
+ scale_params: 24688.2671662
+ scale_params: 26242.3781753
+ scale_params: 25436.2879749
+ scale_params: 28413.0239957
+ scale_params: 26480.5895042
+ scale_params: 27676.1341531
+ scale_params: 25650.9144134
+ scale_params: 26032.7932024
+ scale_params: 28383.7052304
+ scale_params: 25945.4549144
+ scale_params: 29799.373627
+ scale_params: 27468.3090449
+ scale_params: 30509.8643482
+ scale_params: 28873.9345305
+ scale_params: 25362.8353152
+ scale_params: 24148.1337617
+ scale_params: 26346.4966397
+ scale_params: 31391.7280912
+ scale_params: 27011.8325069
+ scale_params: 31917.0123036
+ scale_params: 27469.9330749
+ scale_params: 29660.6408698
+ scale_params: 28294.6900201
+ scale_params: 27663.1199845
+ scale_params: 26870.0665673
+ scale_params: 26187.6330284
+ scale_params: 30708.3380441
+ scale_params: 32693.99429
+ scale_params: 26517.4153213
+ scale_params: 28798.1460683
+ scale_params: 27079.3868028
+ scale_params: 26157.0918569
+ scale_params: 28589.4941918
+ scale_params: 28577.3018111
+ scale_params: 30958.429782
+ scale_params: 31245.412185
+ scale_params: 22719.8900317
+ scale_params: 23289.5847646
+ scale_params: 28026.9850435
+ scale_params: 25284.6053396
+ scale_params: 29837.2365351
+ scale_params: 25030.7754523
+ scale_params: 27132.6417615
+ scale_params: 23657.5325956
+ scale_params: 28569.3987987
+ scale_params: 28368.521142
+ scale_params: 32055.4266999
+ scale_params: 29417.3716246
+ scale_params: 27643.8962554
+ scale_params: 30689.1843322
+ scale_params: 28818.1809753
+ scale_params: 24616.7586763
+ scale_params: 26009.1634448
+ scale_params: 32755.1349742
+ scale_params: 30878.3943957
+ scale_params: 27296.6566673
+ scale_params: 40171.2106176
+ scale_params: 46816.1164906
+ scale_params: 42450.2111295
+ scale_params: 66323.1936385
+ scale_params: 48129.9613347
+ scale_params: 55542.6305364
+ scale_params: 49021.0892622
+ scale_params: 46729.5008615
+ scale_params: 41714.921148
+ scale_params: 57329.7778883
+ scale_params: 62736.8943906
+ scale_params: 44892.367173
+ scale_params: 51830.4391652
+ scale_params: 46177.7210994
+ scale_params: 31035.5503804
+ scale_params: 36821.8253725
+ scale_params: 25211.0460036
+ scale_params: 55682.3270892
+ scale_params: 30076.9245178
+ scale_params: 39693.3753436
+ scale_params: 33878.6529597
+ scale_params: 21992.9097749
+ scale_params: 39503.1105477
+ scale_params: 19701.0671843
+ scale_params: 37083.3800682
+ scale_params: 18529.0526709
+ scale_params: 33506.2049955
+ scale_params: 23228.5143216
+ scale_params: 35297.4841275
+ scale_params: 43425.583158
+ scale_params: 26088.2721472
+ scale_params: 44698.6172256
+ scale_params: 29865.139312
+ scale_params: 48446.6985972
+ scale_params: 24405.8044879
+ scale_params: 38855.5576904
+ scale_params: 50773.5254066
+ scale_params: 47332.9994123
+ scale_params: 64235.6465232
+ scale_params: 44926.2955386
+ scale_params: 39310.039935
+ scale_params: 52037.6612368
+ scale_params: 38426.2714649
+ scale_params: 49258.9314381
+ scale_params: 56312.2043234
+ scale_params: 50239.6429451
+ scale_params: 40682.5679868
+ scale_params: 60948.4104332
+ scale_params: 34079.7562646
+ scale_params: 40879.6559381
+ scale_params: 34392.5819297
+ scale_params: 33565.3341262
+ scale_params: 24511.8817952
+ scale_params: 32193.6787139
+ scale_params: 39112.2836582
+ scale_params: 37929.1919001
+ scale_params: 54470.8277636
+ scale_params: 51895.4863662
+ scale_params: 27296.5528506
+ scale_params: 20735.1957217
+ scale_params: 44727.1987532
+ scale_params: 48417.2457115
+ scale_params: 48768.6133423
+ scale_params: 59278.2881887
+ scale_params: 54561.1271621
+ scale_params: 45596.8310973
+ scale_params: 35685.2118956
+ scale_params: 37245.3865728
+ scale_params: 51672.7491035
+ scale_params: 54967.7034348
+ scale_params: 56689.0733547
+ scale_params: 56734.5283136
+ scale_params: 37407.6398119
+ scale_params: 25440.3334295
+ scale_params: 28846.1406483
+ scale_params: 57043.0232099
+ scale_params: 53975.8086506
+ scale_params: 54868.7347671
+ scale_params: 50790.6919997
+ scale_params: 41757.4165187
+ scale_params: 29822.9524837
+ scale_params: 30217.8504194
+ scale_params: 50861.64189
+ scale_params: 57468.7862135
+ scale_params: 40667.3871704
+ scale_params: 57018.0569017
+ scale_params: 44498.482953
+ scale_params: 39157.5958763
+ scale_params: 43521.8829127
+ scale_params: 55623.7446503
+ scale_params: 56366.0893171
+ scale_params: 30143.6158529
+ scale_params: 32472.3338236
+ scale_params: 34521.5405568
+ scale_params: 22726.6375725
+ scale_params: 28065.6903972
+ scale_params: 36229.7503396
+ scale_params: 38924.285766
+ scale_params: 20416.9201002
+ scale_params: 23597.4370951
+ scale_params: 24475.0936758
+ scale_params: 22383.6166015
+ scale_params: 27330.8854155
+ scale_params: 25688.0631455
+ scale_params: 20418.167379
+ scale_params: 19588.5121197
+ scale_params: 23355.5384556
+ scale_params: 18224.5692242
+ scale_params: 14810.7934418
+ scale_params: 17747.626661
+ scale_params: 17863.8293548
+ scale_params: 16540.8234565
+ scale_params: 17020.1414552
+ scale_params: 13936.8662063
+ scale_params: 8503.71522246
+ scale_params: 9267.54603372
+ scale_params: 8436.51334182
+ scale_params: 18774.7366423
+ scale_params: 14120.6753484
+ scale_params: 12383.3497032
+ scale_params: 15056.8986412
+ scale_params: 6426.1316057
+ scale_params: 8137.21821414
+ scale_params: 6418.33115874
+ scale_params: 14949.1507832
+ scale_params: 13826.2981682
+ scale_params: 14361.4982114
+ scale_params: 14061.2438475
+ scale_params: 9703.24832555
+ scale_params: 10700.026282
+ scale_params: 7798.30383927
+ scale_params: 17443.7907158
+ scale_params: 15672.3392231
+ scale_params: 15291.7627297
+ scale_params: 21485.9482681
+ scale_params: 23719.5851819
+ scale_params: 18390.4000343
+ scale_params: 17446.552515
+ scale_params: 28164.9648019
+ scale_params: 16824.6875763
+ scale_params: 17540.5436432
+ scale_params: 28522.5376952
+ scale_params: 24240.3513629
+ scale_params: 18522.4787889
+ scale_params: 23434.6122057
+ scale_params: 23679.3463333
+ scale_params: 16829.767612
+ scale_params: 22878.4779394
+ scale_params: 16769.9338295
+ scale_params: 15305.9640972
+ scale_params: 12862.9643555
+ scale_params: 12700.0807134
+ scale_params: 17683.4653142
+ scale_params: 21740.5643798
+ scale_params: 25012.027572
+ scale_params: 25872.4207231
+ scale_params: 15962.2926492
+ scale_params: 12766.3334104
+ scale_params: 13843.7721241
+ scale_params: 23798.5555527
+ scale_params: 25547.6510582
+ scale_params: 27130.4528088
+ scale_params: 26626.2195656
+ scale_params: 10081.328553
+ scale_params: 9388.16777024
+ scale_params: 13187.8162666
+ scale_params: 23340.9170696
+ scale_params: 26133.4563774
+ scale_params: 27020.3935439
+ scale_params: 20710.4905497
+ scale_params: 14156.4316907
+ scale_params: 13817.9956655
+ scale_params: 17329.4031024
+ scale_params: 23460.9156785
+ scale_params: 26859.2699049
+ scale_params: 24533.8656684
+ scale_params: 20966.9718464
+ scale_params: 15361.6169194
+ scale_params: 11940.2927316
+ scale_params: 17574.0753437
+ scale_params: 24546.0078573
+ scale_params: 27149.6390751
+ scale_params: 25671.4590442
+ scale_params: 30416.8283768
+ scale_params: 19721.5203369
+ scale_params: 11858.9788283
+ scale_params: 22434.0234676
+ scale_params: 25343.7117246
+ scale_params: 24915.2818055
+ scale_params: 16302.4054332
+ scale_params: 15059.1633371
+ scale_params: 15393.1244995
+ scale_params: 11741.3761655
+ scale_params: 15742.7390774
+ scale_params: 17868.5670946
+ scale_params: 15538.9448607
+ }
+}
+layer {
+ name: "psroipooled_cls_rois"
+ type: "PSROIPooling"
+ bottom: "rfcn_cls"
+ bottom: "rois"
+ top: "psroipooled_cls_rois"
+ psroi_pooling_param {
+ spatial_scale: 0.0625
+ output_dim: 21
+ group_size: 7
+ }
+}
+layer {
+ name: "ave_cls_score_rois"
+ type: "Pooling"
+ bottom: "psroipooled_cls_rois"
+ top: "cls_score"
+ pooling_param {
+ pool: AVE
+ kernel_size: 7
+ stride: 7
+ }
+}
+layer {
+ name: "psroipooled_loc_rois"
+ type: "PSROIPooling"
+ bottom: "rfcn_bbox"
+ bottom: "rois"
+ top: "psroipooled_loc_rois"
+ psroi_pooling_param {
+ spatial_scale: 0.0625
+ output_dim: 8
+ group_size: 7
+ }
+}
+layer {
+ name: "ave_bbox_pred_rois"
+ type: "Pooling"
+ bottom: "psroipooled_loc_rois"
+ top: "bbox_pred_pre"
+ pooling_param {
+ pool: AVE
+ kernel_size: 7
+ stride: 7
+ }
+}
+layer {
+ name: "cls_prob"
+ type: "Softmax"
+ bottom: "cls_score"
+ top: "cls_prob_pre"
+}
+layer {
+ name: "cls_prob_reshape"
+ type: "Reshape"
+ bottom: "cls_prob_pre"
+ top: "cls_prob"
+ reshape_param {
+ shape {
+ dim: -1
+ dim: 21
+ }
+ }
+}
+layer {
+ name: "bbox_pred_reshape"
+ type: "Reshape"
+ bottom: "bbox_pred_pre"
+ top: "bbox_pred"
+ reshape_param {
+ shape {
+ dim: -1
+ dim: 8
+ }
+ }
+}
diff --git a/scripts/benchmark_config_default.json b/scripts/benchmark_config_default.json
index c41ebf525..42823b389 100644
--- a/scripts/benchmark_config_default.json
+++ b/scripts/benchmark_config_default.json
@@ -1,15 +1,17 @@
{
"params":{
- "topology" : "alexnet",
+ "topology" : "all_inf",
"hostfile" : "",
"network" : "",
"netmask" : "",
"dummy_data_use" : true,
- "scal_test" : false,
+ "test_mode" : "inf_latency",
+ "inf_instances" : "1",
+ "num_omp_threads" : "28",
"caffe_bin" : "",
- "engine" : "MKLDNN"
+ "engine" : ""
},
- "perf_batch_size_table" : {
+ "train_perf_batch_size_table" : {
"alexnet" : {
"bdw" : "1024",
"skx" : "1024",
@@ -46,7 +48,74 @@
"knl" : "64",
"knm" : "64"
}
+
},
+ "inference_perf_batch_size_table" : {
+ "resnet50_int8" : {
+ "skx" : "1024",
+ "clx" : "1024"
+ },
+ "resnet_50" : {
+ "skx" : "28",
+ "clx" : "28"
+ },
+ "rfcn" : {
+ "skx" : "1",
+ "clx" : "1"
+ },
+ "faster-rcnn" : {
+ "skx" : "1",
+ "clx" : "1"
+ },
+ "faster-rcnn_int8" : {
+ "skx" : "1",
+ "clx" : "1"
+ },
+ "rfcn_int8" : {
+ "skx" : "1",
+ "clx" : "1"
+ },
+ "ssd_mobilenet" : {
+ "skx" : "512",
+ "clx" : "512"
+ },
+ "ssd_mobilenet_int8" : {
+ "skx" : "512",
+ "clx" : "512"
+ },
+ "yolo" : {
+ "skx" : "32",
+ "clx" : "4"
+ },
+ "yolov2_int8" : {
+ "skx" : "32",
+ "clx" : "32"
+ },
+ "googlenet_v3" : {
+ "skx" : "32",
+ "clx" : "32"
+ },
+ "ssd" : {
+ "skx" : "32",
+ "clx" : "252"
+ },
+ "ssd_int8" : {
+ "skx" : "448",
+ "clx" : "448"
+ },
+ "mobilenet_v2" : {
+ "skx" : "32"
+ },
+ "googlenet_v3" : {
+ "skx" : "32",
+ "clx" : "32"
+ },
+ "googlenet_v3_int8" : {
+ "skx" : "448",
+ "clx" : "448"
+ }
+ },
+
"scal_batch_size_table" : {
"alexnet" : "256",
"googlenet" : "64",
diff --git a/scripts/benchmark_config_template.json b/scripts/benchmark_config_template.json
index 621b55a3a..26c84c699 100644
--- a/scripts/benchmark_config_template.json
+++ b/scripts/benchmark_config_template.json
@@ -1,16 +1,17 @@
{
- "params":{
- "topology" : "your topology like alexnet/googlenet/googlenet_v2/resnet_50/all",
+ "params":{
+ "topology" : "your topology like alexnet/googlenet/googlenet_v2/resnet_50/all_train/all_inf",
"hostfile" : "/your/hostfile",
"network" : "tcp or opa",
"netmask" : "your ethernet card name like eth0",
"dummy_data_use" : true,
- "scal_test" : false,
+ "test_mode" : "scal_test/train_throughput/inf_throughput/inf_latency",
+ "inf_instances" : "1, The number of instance to run in paralle"
+ "num_omp_threads" : "20, the num of thread per instance"
"caffe_bin" : "",
"engine" : "choose CAFFE, MKL2017 or MKLDNN"
},
- "perf_batch_size_table" : {
-
+ "train_perf_batch_size_table" : {
"alexnet" : {
"bdw" : "1024",
"skx" : "1024",
@@ -48,6 +49,74 @@
"knm" : "64"
}
},
+
+ #for test_mode 3 to measure inference throughput
+ "inference_perf_batch_size_table" : {
+ "resnet50_int8" : {
+ "skx" : "1024",
+ "clx" : "1024"
+ },
+ "resnet_50" : {
+ "skx" : "28",
+ "clx" : "28"
+ },
+ "rfcn" : {
+ "skx" : "1",
+ "clx" : "1"
+ },
+ "faster-rcnn" : {
+ "skx" : "1",
+ "clx" : "1"
+ },
+ "faster-rcnn_int8" : {
+ "skx" : "1",
+ "clx" : "1"
+ },
+ "rfcn_int8" : {
+ "skx" : "1",
+ "clx" : "1"
+ },
+ "ssd_mobilenet" : {
+ "skx" : "512",
+ "clx" : "512"
+ },
+ "ssd_mobilenet_int8" : {
+ "skx" : "512",
+ "clx" : "512"
+ },
+ "yolo" : {
+ "skx" : "32",
+ "clx" : "4"
+ },
+ "yolo_int8" : {
+ "skx" : "32",
+ "clx" : "32"
+ },
+ "googlenet_v3" : {
+ "skx" : "32",
+ "clx" : "32"
+ },
+ "ssd" : {
+ "skx" : "32",
+ "clx" : "252"
+ },
+ "ssd_int8" : {
+ "skx" : "448",
+ "clx" : "448"
+ },
+ "mobilenet_v2" : {
+ "skx" : "32"
+ },
+ "googlenet_v3" : {
+ "skx" : "32",
+ "clx" : "32"
+ },
+ "googlenet_v3_int8" : {
+ "skx" : "448",
+ "clx" : "448"
+ }
+ },
+
"scal_batch_size_table" : {
"alexnet" : "256",
"googlenet" : "64",
diff --git a/scripts/run_benchmark.py b/scripts/run_benchmark.py
index 576f684b8..8e90f08e1 100755
--- a/scripts/run_benchmark.py
+++ b/scripts/run_benchmark.py
@@ -18,28 +18,37 @@ def __init__(self, bench_params):
self.dummy_data_use = bench_params.dummy_data_use
self.engine = bench_params.engine
self.caffe_bin = bench_params.caffe_bin
- self.scal_test = bench_params.scal_test
+ self.test_mode = bench_params.test_mode
+ self.inf_instances = bench_params.inf_instances
+ self.num_omp_threads = bench_params.num_omp_threads
self.num_nodes = 1
self.cpu_model = 'skx'
# flag used to mark if we have detected which cpu model we're using
self.unknown_cpu = False
- self.iterations = 100
+ self.iterations = 100
self.caffe_root = os.path.dirname(os.path.dirname(__file__))
# model template path
- self.model_path = os.path.join(self.caffe_root, "models/intel_optimized_models/benchmark")
+ self.model_path = os.path.join(self.caffe_root, "models/intel_optimized_models")
# specific script used to run intelcaffe
self.caffe_run_script = os.path.join(self.caffe_root, "scripts/run_intelcaffe.sh")
- self.bkm_batch_size = bench_params.bkm_batch_size
- self.support_topologies = self.bkm_batch_size.keys()
- self.support_topologies.append('all')
+ self.train_bkm_batch_size = bench_params.train_bkm_batch_size
+ self.inf_bkm_batch_size = bench_params.inf_bkm_batch_size
+ self.support_topologies = self.train_bkm_batch_size.keys()
+ self.support_inf_topologies = self.inf_bkm_batch_size.keys()
+ self.support_topologies.append('all_train')
+ self.support_inf_topologies.append('all_inf')
self.check_parameters()
current_time = time.strftime("%Y%m%d%H%M%S")
logging.basicConfig(filename = 'result-benchmark-{}.log'.format(current_time),level = logging.INFO)
def is_supported_topology(self):
'''check if input topology is supported'''
- if self.topology not in self.support_topologies:
- logging.exception("The topology you specified as {} is not supported. Supported topologies are {}".format(self.topology, self.support_topologies))
+ if self.test_mode == "train_throughput" or self.test_mode == "scal_test" :
+ if self.topology not in self.support_topologies:
+ logging.exception("The topology you specified as {} is not supported. Supported topologies are {}".format(self.topology, self.support_topologies))
+ else:
+ if self.topology not in self.support_inf_topologies:
+ logging.exception("The topology you specified as {} is not supported. Supported topologies are {}".format(self.topology, self.support_inf_topologies))
def calculate_numnodes(self):
'''calculate current using nodes'''
@@ -64,7 +73,7 @@ def _exec_command_and_iter_show(cmd):
if return_code:
raise subprocess.CalledProcessError(return_code, cmd)
for line in _exec_command_and_iter_show(cmd):
- print line
+ print(line)
def detect_cpu(self):
'''check which IA platform currently using'''
@@ -90,28 +99,99 @@ def detect_cpu(self):
def gen_model_file(self, model):
'''generate model file with new batch size which equal to bkm batch size'''
- prototxt_file = "train_val_dummydata.prototxt" if self.dummy_data_use else "train_val.prototxt"
- dst_model_file = os.path.join(self.model_path, model, '-'.join([self.cpu_model, prototxt_file]))
- if os.path.isfile(dst_model_file):
- os.remove(dst_model_file)
- src_model_file = os.path.join(self.model_path, model, prototxt_file)
- if not os.path.isfile(src_model_file):
- logging.exception("template model file {} doesn't exist.".format(src_model_file))
- batch_size_pattern = re.compile(".*shape:.*") if self.dummy_data_use else re.compile("^\s+batch_size:.*")
- # we only care about train phase batch size for benchmarking
- batch_size_cnt = 2 if self.dummy_data_use else 1
- if model not in self.bkm_batch_size or not self.scal_test and self.cpu_model not in self.bkm_batch_size[model]:
- logging.exception("Can't find batch size of topology {} and cpu model {} within batch size table".format(model, self.cpu_model))
- new_batch_size = self.bkm_batch_size[model] if self.scal_test else self.bkm_batch_size[model][self.cpu_model]
- with open(src_model_file, 'r') as src_f, open(dst_model_file, 'w') as dst_f:
- cnt = 0
- for line in src_f.readlines():
- if re.match(batch_size_pattern, line) and cnt < batch_size_cnt:
- #change batch size
- line = re.sub("[0-9]+", new_batch_size, line, count = 1)
- cnt += 1
- dst_f.write(line)
- return dst_model_file
+ if model.find("_int8") != -1:
+ if not self.test_mode == "inf_throughput" and not self.test_mode == "inf_latency":
+ print("Error: int8 test is only for inference")
+ return ""
+
+ prototxt_file=model+".prototxt"
+ if model == "resnet50_int8" :
+ prototxt_file="resnet50_int8_full_conv.prototxt"
+
+
+ if model == "faster-rcnn_int8":
+ dst_model_file = self.model_path + "/faster-rcnn/pascal_voc/VGG16/faster_rcnn_end2end/" + self.cpu_model + "_" + "test_int8.prototxt"
+ elif model == "rfcn_int8":
+ dst_model_file = self.model_path + "/rfcn/pascal_voc/ResNet-101/rfcn_end2end/" + self.cpu_model + "_" + "test_agnostic_int8.prototxt"
+ else:
+ dst_model_file = os.path.join(self.model_path, './int8/', '-'.join([self.cpu_model, prototxt_file]))
+
+ if os.path.isfile(dst_model_file):
+ os.remove(dst_model_file)
+
+ if model == "faster-rcnn_int8":
+ src_model_file = self.model_path + "/faster-rcnn/pascal_voc/VGG16/faster_rcnn_end2end/test_int8.prototxt"
+ elif model == "rfcn_int8":
+ src_model_file = self.model_path + "/rfcn/pascal_voc/ResNet-101/rfcn_end2end/test_agnostic_int8.prototxt"
+ else:
+ src_model_file = os.path.join(self.model_path, './int8/', prototxt_file)
+
+ print("source model "+src_model_file)
+ if not os.path.isfile(src_model_file):
+ logging.exception("template model file {} doesn't exist.".format(src_model_file))
+ print("dest model "+model)
+ if model.find("ssd") == -1 or model.find("yolo") == -1:
+ batch_size_cnt = 1
+ else:
+ batch_size_cnt = 2
+ if model not in self.inf_bkm_batch_size or self.cpu_model not in self.inf_bkm_batch_size[model]:
+ logging.exception("Can't find batch size of topology {} and cpu model {} within batch size table".format(model, self.cpu_model))
+ batch_size_pattern = re.compile(".*dim.*")
+ new_batch_size = self.inf_bkm_batch_size[model][self.cpu_model]
+ if self.test_mode == "inf_latency":
+ new_batch_size="1"
+ with open(src_model_file, 'r') as src_f, open(dst_model_file, 'w') as dst_f:
+ cnt = 0
+ line2=""
+ for line in src_f.readlines():
+ if line2 != "" and ( line2.find("shape") != -1 or line.find("input: \"data\"") != -1 ) and re.match(batch_size_pattern, line) and cnt < batch_size_cnt:
+ #change batch size
+ line = re.sub("[0-9]+", new_batch_size, line, count = 1)
+ cnt += 1
+ dst_f.write(line)
+ line2=line
+ return dst_model_file
+ else:
+ if self.test_mode == "inf_throughput" or self.test_mode == "inf_latency":
+ prototxt_file = "deploy.prototxt"
+ else:
+ prototxt_file = "train_val_dummydata.prototxt" if self.dummy_data_use else "train_val.prototxt"
+ dst_model_file = os.path.join(self.model_path, './benchmark/', model, '-'.join([self.cpu_model, prototxt_file]))
+ if os.path.isfile(dst_model_file):
+ os.remove(dst_model_file)
+ src_model_file = os.path.join(self.model_path, './benchmark/', model, './', prototxt_file)
+ if not os.path.isfile(src_model_file):
+ logging.exception("template model file {} doesn't exist.".format(src_model_file))
+
+ if model == "ssd" and ( self.test_mode == "inf_throughput" or self.test_mode == "inf_latency" ):
+ batch_size_pattern = re.compile(".*input_shape {.*") if self.dummy_data_use else re.compile("^\s+batch_size:.*")
+ else:
+ if model == "mobilenet_v2" and ( self.test_mode == "inf_throughput" or self.test_mode == "inf_latency" ):
+ batch_size_pattern = re.compile(".*input_dim.*") if self.dummy_data_use else re.compile("^\s+batch_size:.*")
+ else:
+ batch_size_pattern = re.compile(".*shape:.*") if self.dummy_data_use else re.compile("^\s+batch_size:.*")
+
+ batch_size_cnt = 2
+ if self.test_mode == "train_throughput" or self.test_mode == "scal_test":
+ if model not in self.train_bkm_batch_size or self.test_mode == "train_throughput" and self.cpu_model not in self.train_bkm_batch_size[model]:
+ logging.exception("Can't find batch size of topology {} and cpu model {} within batch size table".format(model, self.cpu_model))
+ new_batch_size = self.train_bkm_batch_size[model] if self.test_mode == "scal_test" else self.train_bkm_batch_size[model][self.cpu_model]
+ else:
+ if model not in self.inf_bkm_batch_size or self.cpu_model not in self.inf_bkm_batch_size[model]:
+ logging.exception("Can't find batch size of topology {} and cpu model {} within batch size table".format(model, self.cpu_model))
+ new_batch_size = self.inf_bkm_batch_size[model][self.cpu_model]
+ if self.test_mode == "inf_latency":
+ new_batch_size="1"
+
+ with open(src_model_file, 'r') as src_f, open(dst_model_file, 'w') as dst_f:
+ cnt = 0
+ for line in src_f.readlines():
+ if re.match(batch_size_pattern, line) and cnt < batch_size_cnt:
+ #change batch size
+ line = re.sub("[0-9]+", new_batch_size, line, count = 1)
+ cnt += 1
+ dst_f.write(line)
+ return dst_model_file
def gen_solver_file(self, model):
'''generate suitable solver file for training benchmark'''
@@ -145,7 +225,10 @@ def run_specific_model(self, model):
self.calculate_numnodes()
if self.num_nodes == 1:
model_file = self.gen_model_file(model)
- exec_command = ' '.join([self.caffe_run_script, '--model_file', model_file, '--mode time', '--iteration', str(self.iterations), '--benchmark none'])
+ if self.test_mode == "inf_throughput" or self.test_mode == "inf_latency":
+ exec_command = ' '.join([self.caffe_run_script, '--model_file', model_file, '--mode inf_time', '--iteration', str(self.iterations), '--benchmark none', '--ppn', str(self.inf_instances), '--num_omp_threads', str(self.num_omp_threads)])
+ else:
+ exec_command = ' '.join([self.caffe_run_script, '--model_file', model_file, '--mode time', '--iteration', str(self.iterations), '--benchmark none'])
else:
solver_file = self.gen_solver_file(model)
exec_command = ' '.join([self.caffe_run_script, '--hostfile', self.host_file, '--solver', solver_file, '--network', self.network, '--benchmark none'])
@@ -162,9 +245,12 @@ def run_specific_model(self, model):
else:
self.result_log_file = "-".join(["result", "unknown", model, current_time + ".log"])
exec_command += " 2>&1 | tee {}".format(self.result_log_file)
+ print(exec_command)
+ logging.info(exec_command)
self._exec_command_and_show(exec_command)
self.intelcaffe_log = self.obtain_intelcaffe_log()
- self.calculate_fps()
+ print("calculate fps ...")
+ self.calculate_fps(model)
def obtain_intelcaffe_log(self):
'''obtain the logfile of 'run_intelcaffe' '''
@@ -187,21 +273,35 @@ def obtain_intelcaffe_log(self):
logging.info('intelcaffe log: %s' % intelcaffe_log)
return intelcaffe_log
- def obtain_average_fwd_bwd_time(self):
+ def obtain_average_time(self):
'''obtain average iteration time of training'''
result_file = self.intelcaffe_log
if not os.path.isfile(result_file):
logging.exception("Error: result file {} does not exist...".format(result_file))
if self.num_nodes == 1:
average_time = ""
+ total_average_time = 0
+ num = 0
+ #Need update for ppn >1
with open(result_file, 'r') as f:
- average_fwd_bwd_time_pattern = re.compile(".*Average Forward-Backward:.*")
+ if self.test_mode == "inf_throughput" or self.test_mode == "inf_latency":
+ pattern = re.compile(".*Average Forward pass:.*")
+ else:
+ pattern = re.compile(".*Average Forward-Backward:.*")
+ inst = 0
for line in f.readlines():
- if re.match(average_fwd_bwd_time_pattern, line):
+ if re.match(pattern, line):
average_time = line.split()[-2]
- if average_time == "":
- logging.exception("Error: can't find average forward-backward time within logs, please check logs under: {}".format(result_file))
- average_time = float(average_time)
+ if average_time != "":
+ total_average_time = total_average_time + float(average_time)
+ inst = inst + 1
+ if total_average_time == 0:
+ logging.exception("Error: can't find average forward-backward time or average forward time within logs, please check logs under: {}".format(result_file))
+ logging.info("The total average_time of " + str(inst) + " instances is " + str(total_average_time))
+ average_time = total_average_time/inst
+ logging.info("The average_time is " + str(average_time))
+ return average_time
+
else:
start_iteration = 100
iteration_num = 100
@@ -239,13 +339,15 @@ def obtain_batch_size(self):
logging.info("global batch size: {}".format(str(batch_size)))
return float(batch_size)
- def calculate_fps(self):
+ def calculate_fps(self, model):
'''calculate fps here'''
self.batch_size = self.obtain_batch_size()
- self.average_time = self.obtain_average_fwd_bwd_time()
+ self.average_time = self.obtain_average_time()
speed = self.batch_size * 1000.0 / self.average_time
- self.speed = int(speed)
- logging.info("benchmark speed: {} images/sec".format(str(self.speed)))
+ self.speed = float(speed)
+ total_speed = self.speed * int(self.inf_instances)
+ logging.info(model + " benchmark average speed: {} images/sec".format(str(self.speed)))
+ logging.info(model + " benchmark total speed: {} images/sec".format(str(total_speed)))
return speed
def get_local_ip_lists(self):
@@ -317,20 +419,26 @@ def run_benchmark(self):
'''run intelcaffe training benchmark'''
self.detect_cpu()
logging.info("Cpu model: {}".format(self.model_string))
- if self.topology == 'all':
+ if self.topology == 'all_train':
for model in self.support_topologies:
- if model == 'all':
+ if model == 'all_train':
continue
logging.info("--{}".format(model))
- if self.scal_test:
+ if self.test_mode == "scal_test":
self.run_scal_test(model)
else:
self.run_specific_model(model)
+ elif self.topology == 'all_inf':
+ for model in self.support_inf_topologies:
+ print("run " + model)
+ if model == 'all_inf':
+ continue
+ logging.info("")
+ logging.info("--{}".format(model))
+ print("--{}".format(model))
+ self.run_specific_model(model)
else:
- if self.scal_test:
- self.run_scal_test(self.topology)
- else:
- self.run_specific_model(self.topology)
+ self.run_specific_model(self.topology)
def check_parameters(self):
'''check program parameters'''
@@ -358,9 +466,12 @@ def __init__(self, config_file):
self.tcp_netmask = config['params']['netmask']
self.engine = config['params']["engine"]
self.dummy_data_use = config['params']['dummy_data_use']
- self.scal_test = config['params']['scal_test']
+ self.test_mode = config['params']['test_mode']
+ self.inf_instances = config['params']['inf_instances']
+ self.num_omp_threads = config['params']['num_omp_threads']
self.caffe_bin = config['params']['caffe_bin']
- self.bkm_batch_size = config['scal_batch_size_table'] if self.scal_test else config['perf_batch_size_table']
+ self.train_bkm_batch_size = config['scal_batch_size_table'] if self.test_mode == "scal_test" else config['train_perf_batch_size_table']
+ self.inf_bkm_batch_size = config['scal_batch_size_table'] if self.test_mode == "scal_test" else config['inference_perf_batch_size_table']
def parse_args():
'''parse arguments'''
diff --git a/scripts/run_intelcaffe.sh b/scripts/run_intelcaffe.sh
index 8ffa78c3d..4cab72058 100755
--- a/scripts/run_intelcaffe.sh
+++ b/scripts/run_intelcaffe.sh
@@ -69,7 +69,7 @@ function usage
echo " $script_name [--hostfile host_file] [--solver solver_file]"
echo " [--weights weight_file] [--num_omp_threads num_omp_threads]"
echo " [--network opa/tcp] [--netmask tcp_netmask] [--debug on/off]"
- echo " [--mode train/time/none] [--benchmark all/qperf/mpi/none]"
+ echo " [--mode train/time/inf_time/none] [--benchmark all/qperf/mpi/none]"
echo " [--iteration iter] [--model_file deploy.prototxt]"
echo " [--snapshot snapshot.caffemodel]"
echo " [--num_mlsl_servers num_mlsl_servers]"
@@ -91,7 +91,7 @@ function usage
echo " network: opa(default), tcp"
echo " netmask: only used if network is tcp"
echo " debug: off(default). MLSL debug information is outputed if it's on"
- echo " mode: train(default), time, none(not to run caffe test)"
+ echo " mode: train(default), time, inf_time, none(not to run caffe test)"
echo " benchmark: none(disabled by default). Includes qperf, all-reduce performance"
echo " Dependency: user needs to install qperf, Intel MPI library (including IMB-MPI1);"
echo " and add them in system path."
@@ -208,8 +208,43 @@ function execute_command
local xeonbin_=$1
local result_dir_=$2
- if [ "${cpu_model}" == "skx" ]; then
+ if [ "${cpu_model}" == "skx" ] || [ "${cpu_model}" == "clx" ]; then
exec_command="numactl -l $xeonbin_"
+ cores_per_socket=$(lscpu |grep "Core(s)" |awk -F' ' '{ print $4 }')
+ sockets=$(lscpu |grep "Socket(s)" |awk -F' ' '{ print $2 }')
+ cores=$((cores_per_socket * sockets))
+
+ if [[ ( "${mode}" == "inf_time" ) && ( "${num_omp_threads}" != "" ) && ( "${num_omp_threads}" -le "$cores" ) && ( "${ppn}" -ge "1" ) ]];then
+ thread_num=$num_omp_threads
+ start_core_id=0
+ end_core_id=$((start_core_id + thread_num - 1 ))
+ numa_node=0
+ pp=0
+ exec_command=""
+ while [ "$pp" -lt "$ppn" ];do
+
+ if [ "$end_core_id" -ge $(( ( numa_node + 1 ) * cores_per_socket )) ];then
+ numa_node=$(( numa_node + 1 ))
+ fi
+
+ if [ "$start_core_id" == "$end_core_id" ];then
+ inst_command="numactl -C $start_core_id -m $numa_node $xeonbin_"
+ else
+ inst_command="numactl -C $start_core_id-$end_core_id -m $numa_node $xeonbin_"
+ fi
+ start_core_id=$((end_core_id + 1))
+ end_core_id=$((start_core_id + thread_num - 1 ))
+ if [ "$pp" -eq "0" ];then
+ exec_command="$inst_command"
+ else
+ exec_command="$exec_command & $inst_command"
+ fi
+ pp=$(( pp + 1 ))
+ done
+ echo $exec_command >./temp.sh
+ exec_command="bash -x ./temp.sh"
+ fi
+ echo "Command:" $exec_command
elif [ "${cpu_model}" == "knl" ] || [ "${cpu_model}" == "knm" ]; then
exec_command="numactl --preferred=$numanode $xeonbin_"
else
@@ -237,7 +272,7 @@ function execute_command
$sensors_bin >$sensor_log_file
fi
- if [ ${numnodes} -eq 1 ] && [ $is_local_run -eq 1 ] && [ $ppn -eq 1 ]; then
+ if [ ${numnodes} -eq 1 ] && [ $is_local_run -eq 1 ] && [[ ( ${mode} == "inf_time" ) || ( "$ppn" -eq "1") ]] ; then
time GLOG_minloglevel=0 $exec_command 2>&1 | tee ${log_file}
else
exec_command="-l -configfile $cfile_"
@@ -367,9 +402,11 @@ function run_benchmark
function run_caffe
{
echo "Run caffe with ${numnodes} nodes..."
-
+ echo "mode: ${mode}"
if [ ${mode} == "time" ]; then
xeonbin="$caffe_bin time --iterations $iteration --model $model_file"
+ elif [ ${mode} == "inf_time" ]; then
+ xeonbin="$caffe_bin time --forward_only --phase TEST --iterations $iteration --model $model_file"
else
xeonbin="$caffe_bin train --solver $solver_file"
if [ "${snapshot}" != "" ]; then
@@ -718,12 +755,15 @@ if [ "${mpi_iallreduce_algo}" != "" ]; then
env_params+=" --mpi_iallreduce_algo ${mpi_iallreduce_algo}"
fi
+if [ "${mode}" == "inf_time" ];then
+ env_params+=" --mode ${mode}"
+fi
+
source ${script_dir}/set_env.sh $env_params
if [ "${benchmark_mode}" != "none" ]; then
run_benchmark
fi
-
if [ "${mode}" != "none" ]; then
if [ "$caffe_bin" == "" ]; then
caffe_bin="${root_dir}/build/tools/caffe"
diff --git a/scripts/set_env.sh b/scripts/set_env.sh
index 15e84a0b7..d8fcd878f 100755
--- a/scripts/set_env.sh
+++ b/scripts/set_env.sh
@@ -113,15 +113,21 @@ function clear_shm
min_shm_size=40
shm_unit="G"
+ localhost=$(hostname)
+
for node in "${nodenames[@]}"
do
if [ "${node}" == "" ]; then
echo "Warning: empty node name."
continue
fi
-
- ssh ${node} "$clear_command"
- shm_line=`ssh ${node} "$check_shm_command"`
+ if [ $localhost == $node ];then
+ `$clear_command`
+ shm_line=$(eval $check_shm_command)
+ else
+ ssh ${node} "$clear_command"
+ shm_line=`ssh ${node} "$check_shm_command"`
+ fi
shm_string=`echo $shm_line | awk -F ' ' '{print $(NF-2)}'`
unit="${shm_string:(-1)}"
shm_size=${shm_string::-1}
@@ -140,7 +146,11 @@ function kill_zombie_processes
kill_command="for process in ep_server caffe mpiexec.hydra; do for i in \$(ps -e | grep -w \$process | awk -F ' ' '{print \$1}'); do kill -9 \$i; echo \"\$process \$i killed.\"; done done"
for node in "${nodenames[@]}"
do
- ssh ${node} "$kill_command"
+ if [ $localhost == $node ];then
+ eval "$kill_command"
+ else
+ ssh ${node} "$kill_command"
+ fi
done
}
@@ -218,6 +228,12 @@ function set_mlsl_vars
function set_openmp_envs
{
+ forward=$1
+ if [ "$forward" == "true" ];then
+ numservers=0
+ internal_thread_pin="off"
+ fi
+
threadspercore=1
if [ "$internal_thread_pin" == "on" ]; then
@@ -254,7 +270,7 @@ function set_openmp_envs
export OMP_NUM_THREADS=${numthreads_per_proc}
export KMP_HW_SUBSET=1t
- if [ $ppn -gt 1 ]; then
+ if [ $ppn -gt 1 ] || [ "$forward" == "true" ]; then
affinitystr="granularity=fine,compact,1,0"
else
affinitystr="proclist=[0-5,$((5+numservers+reserved_cores+1))-$((total_cores-1))],granularity=thread,explicit"
@@ -276,11 +292,15 @@ function set_openmp_envs
function set_env_vars
{
- set_mlsl_vars
- init_mpi_envs
+ if [ $mode == "inf_time" ];then
+ set_openmp_envs true
+ else
+ set_mlsl_vars
+ init_mpi_envs
- # depend on numservers set in set_mlsl_vars function
- set_openmp_envs
+ # depend on numservers set in set_mlsl_vars function
+ set_openmp_envs
+ fi
}
while [[ $# -ge 1 ]]
@@ -335,6 +355,10 @@ do
ppn=$2
shift
;;
+ --mode)
+ mode=$2
+ shift
+ ;;
*)
echo "Unknown option: $key"
usage
diff --git a/src/caffe/blob.cpp b/src/caffe/blob.cpp
index be844340a..1a11a9e28 100644
--- a/src/caffe/blob.cpp
+++ b/src/caffe/blob.cpp
@@ -289,9 +289,9 @@ void Blob::Update() {
if (((diff_->head() == SyncedMemory::SYNCED_PRV) ||
(diff_->head() == SyncedMemory::HEAD_AT_PRV)) &&
diff_->prv_data() &&
- data_->prv_data()) {
- CHECK_EQ(true, get_prv_data_descriptor()->layout_compare(
- get_prv_diff_descriptor()));
+ data_->prv_data() &&
+ get_prv_data_descriptor()->layout_compare(
+ get_prv_diff_descriptor())) {
caffe_axpy(prv_diff_count(), Dtype(-1),
static_cast(diff_->prv_data()),
static_cast(data_->mutable_prv_data()));
diff --git a/src/caffe/layers/prelu_layer.cpp b/src/caffe/layers/prelu_layer.cpp
index 269d5a9d3..3e9a5f594 100644
--- a/src/caffe/layers/prelu_layer.cpp
+++ b/src/caffe/layers/prelu_layer.cpp
@@ -154,7 +154,17 @@ void PReLULayer::Backward_cpu(const vector*>& top,
// keep top_diff unchanged.
if (this->param_propagate_down_[0]) {
Dtype* slope_diff = this->blobs_[0]->mutable_cpu_diff();
- for (long i = 0; i < count; ++i) {
+ long i;
+ // openmp array reduction is supported from openmp 4.5. GCC 6.1 and later
+ // fully support this feature. ICC less than 19.01 has bug on openmp array
+ // reduction support, that's why we have ICC version check here.
+#if !defined(__INTEL_COMPILER) || __INTEL_COMPILER >= 1900
+#if defined(_OPENMP) && _OPENMP >= 201511
+ long reduce = channel_shared_ ? 1 : channels;
+#pragma omp parallel for private(i) reduction(+: slope_diff[:reduce])
+#endif
+#endif
+ for (i = 0; i < count; ++i) {
long c = (i / dim) % channels / div_factor;
slope_diff[c] += top_diff[i] * bottom_data[i] * (bottom_data[i] <= 0);
}
diff --git a/src/caffe/net.cpp b/src/caffe/net.cpp
index 3f2adafdf..3cb902c5f 100644
--- a/src/caffe/net.cpp
+++ b/src/caffe/net.cpp
@@ -937,7 +937,27 @@ void Net::CompilationRuleConvSumFusion(const NetParameter& param,
switch_flag = false;
}
param_compiled->add_layer()->CopyFrom(*layer_param);
- need_to_convert_layer = layer_param;
+
+ std::vector another_eltwise_input_layers_params;
+ if (switch_flag) {
+ Net::GetBlobProducers(another_eltwise_input_layers_params,
+ child_layers_params[0]->bottom(1), param,
+ i + 1 < param.layer_size() ? i + 1 : i);
+ } else {
+ Net::GetBlobProducers(another_eltwise_input_layers_params,
+ child_layers_params[0]->bottom(0), param,
+ i + 1 < param.layer_size() ? i + 1 : i);
+ }
+
+ const LayerParameter& another_eltwise_layer_param =
+ another_eltwise_input_layers_params.size() > 0
+ ? *(another_eltwise_input_layers_params[0])
+ : *layer_param;
+
+ if (another_eltwise_layer_param.type().compare("Convolution") == 0 ) {
+ need_to_convert_layer = layer_param;
+
+ }
continue;
} else {
@@ -1284,6 +1304,29 @@ void Net::GetBlobConsumers(
}
}
+template
+void Net::GetBlobProducers(
+ std::vector& producers_blobs,
+ const string& blob_name_to_find,
+ const NetParameter& param,
+ int layer_id_to_start_traversing_from) {
+ producers_blobs.clear();
+
+ // Validate values of ids of layers are <1..num_layers-1>
+ CHECK_GE(layer_id_to_start_traversing_from, 1);
+ CHECK_LT(layer_id_to_start_traversing_from, param.layer_size());
+
+ // Traverse through layers to search the layer that consumes blob_name_to_find
+ for (int i = layer_id_to_start_traversing_from; i < param.layer_size(); ++i) {
+ // check bottom blobs if any of them is consuming given blob
+ for (int j = 0; j < param.layer(i).top_size(); ++j) {
+ if (param.layer(i).top(j).compare(blob_name_to_find) == 0) {
+ producers_blobs.push_back(¶m.layer(i));
+ }
+ }
+ }
+}
+
template
void Net::ParseNetInplaceStatus(
std::map& inplace_blob_name_to_index,
diff --git a/src/caffe/solvers/sgd_solver.cpp b/src/caffe/solvers/sgd_solver.cpp
index dcc0103cc..193a0ab7f 100644
--- a/src/caffe/solvers/sgd_solver.cpp
+++ b/src/caffe/solvers/sgd_solver.cpp
@@ -469,10 +469,9 @@ void SGDSolver::SGDFusion(int param_id, Dtype rate) {
// add weight decay
if (net_params[param_id]->prv_data() && net_params[param_id]->prv_diff()
&& (net_params[param_id]->prv_data_count()
- == net_params[param_id]->count())) {
- CHECK_EQ(true,
+ == net_params[param_id]->count()) &&
net_params[param_id]->get_prv_data_descriptor()->layout_compare(
- net_params[param_id]->get_prv_diff_descriptor()));
+ net_params[param_id]->get_prv_diff_descriptor())) {
if (prv_diff_condition_flag) {
axpy_axpby_copy_axpy(net_params[param_id]->prv_data_count(), local_decay,
net_params[param_id]->mutable_prv_data(), net_params[param_id]->mutable_prv_diff(),
@@ -603,10 +602,9 @@ void SGDSolver::Regularize(int param_id) {
// add weight decay
if (net_params[param_id]->prv_data() && net_params[param_id]->prv_diff()
&& (net_params[param_id]->prv_data_count()
- == net_params[param_id]->count())) {
- CHECK_EQ(true,
+ == net_params[param_id]->count()) &&
net_params[param_id]->get_prv_data_descriptor()->layout_compare(
- net_params[param_id]->get_prv_diff_descriptor()));
+ net_params[param_id]->get_prv_diff_descriptor())) {
caffe_axpy(net_params[param_id]->prv_data_count(),
local_decay,