From 8d7fb23517ef41d536e3f818a4c1beb1c09e132c Mon Sep 17 00:00:00 2001 From: Daisy Deng Date: Fri, 28 Sep 2018 19:53:06 +0800 Subject: [PATCH] add prototxt files --- .../int8/ssd_mobilenet_int8.prototxt | 16653 +++++++++++++++ .../int8/ssd_mobilenet_int8_acc.prototxt | 16667 ++++++++++++++++ .../int8/ssd_vgg16_int8.prototxt | 10513 ++++++++++ .../int8/yolov2_int8.prototxt | 11611 +++++++++++ .../int8/yolov2_int8_acc.prototxt | 11751 +++++++++++ .../yolo/yolov2_test_RELU.prototxt | 1069 + .../yolo/yolov2_train_RELU.prototxt | 1294 ++ 7 files changed, 69558 insertions(+) create mode 100644 models/intel_optimized_models/int8/ssd_mobilenet_int8.prototxt create mode 100644 models/intel_optimized_models/int8/ssd_mobilenet_int8_acc.prototxt create mode 100644 models/intel_optimized_models/int8/ssd_vgg16_int8.prototxt create mode 100644 models/intel_optimized_models/int8/yolov2_int8.prototxt create mode 100644 models/intel_optimized_models/int8/yolov2_int8_acc.prototxt create mode 100644 models/intel_optimized_models/yolo/yolov2_test_RELU.prototxt create mode 100644 models/intel_optimized_models/yolo/yolov2_train_RELU.prototxt diff --git a/models/intel_optimized_models/int8/ssd_mobilenet_int8.prototxt b/models/intel_optimized_models/int8/ssd_mobilenet_int8.prototxt new file mode 100644 index 000000000..9a80cf463 --- /dev/null +++ b/models/intel_optimized_models/int8/ssd_mobilenet_int8.prototxt @@ -0,0 +1,16653 @@ +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: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} +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: 1.0 + } + bias_term: true + bias_filler { + value: 0.0 + } + } +} +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" + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 18.1787223816 + scale_out: 11.1095628738 + scale_params: 42.0692214966 + scale_params: 0.0 + scale_params: 0.0 + scale_params: 0.0 + scale_params: 0.0 + scale_params: 35.9848022461 + scale_params: 96.1156158447 + scale_params: 0.0 + scale_params: 0.0 + scale_params: 0.0 + scale_params: 48.4883956909 + scale_params: 35.077381134 + scale_params: 35.6163787842 + scale_params: 0.0 + scale_params: 52.9423866272 + scale_params: 75.9592132568 + scale_params: 37.7726249695 + scale_params: 0.0 + scale_params: 23.2944393158 + scale_params: 41.6536369324 + scale_params: 74.3933258057 + scale_params: 114.592155457 + scale_params: 0.0 + scale_params: 0.0 + scale_params: 58.0522079468 + scale_params: 32.906917572 + scale_params: 0.0 + scale_params: 36.6667823792 + scale_params: 76.1828308105 + scale_params: 0.0 + scale_params: 0.0 + scale_params: 23.9832286835 + } +} +layer { + name: "conv1/dw/bn" + type: "BatchNorm" + bottom: "conv1/dw" + top: "conv1/dw" + 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 { + 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: 1.0 + } + bias_term: true + bias_filler { + value: 0.0 + } + } +} +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" + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 11.1095628738 + scale_out: 3.00517463684 + scale_params: 62.2967948914 + scale_params: 340.009216309 + scale_params: 244.764648438 + scale_params: 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value: 0.0 + } + } +} +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" + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 6.65891981125 + scale_out: 9.45931816101 + scale_params: 90.7487411499 + scale_params: 158.827163696 + scale_params: 184.419021606 + scale_params: 88.538230896 + scale_params: 146.600967407 + scale_params: 61.966255188 + scale_params: 133.294692993 + scale_params: 273.19821167 + scale_params: 50.887878418 + scale_params: 134.834686279 + scale_params: 73.5164260864 + scale_params: 66.0389633179 + scale_params: 35.7180633545 + scale_params: 50.9010276794 + scale_params: 100.852363586 + scale_params: 29.3345546722 + scale_params: 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} + scale_param { + filler { + value: 1.0 + } + bias_term: true + bias_filler { + value: 0.0 + } + } +} +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 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 32 + bw_params: 8 + scale_in: 43.8704795837 + scale_out: 1.0 + scale_params: 208.038955688 + scale_params: 132.439605713 + scale_params: 84.2204971313 + scale_params: 111.774223328 + scale_params: 141.969482422 + scale_params: 163.904327393 + scale_params: 78.3555450439 + scale_params: 142.426132202 + scale_params: 197.591598511 + scale_params: 171.335952759 + scale_params: 135.308731079 + scale_params: 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bottom: "conv14_2_mbox_loc" + bottom: "conv15_2_mbox_loc" + bottom: "conv16_2_mbox_loc" + bottom: "conv17_2_mbox_loc" + top: "mbox_loc" + concat_param { + axis: 1 + per_fla_fuse : true + } +} +layer { + name: "mbox_conf" + type: "Concat" + bottom: "conv11_mbox_conf" + bottom: "conv13_mbox_conf" + bottom: "conv14_2_mbox_conf" + bottom: "conv15_2_mbox_conf" + bottom: "conv16_2_mbox_conf" + bottom: "conv17_2_mbox_conf" + top: "mbox_conf" + concat_param { + axis: 1 + per_fla_fuse : true + } +} +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: 0.449999988079 + top_k: 400 + } + code_type: CENTER_SIZE + keep_top_k: 200 + confidence_threshold: 0.00999999977648 + } +} diff --git a/models/intel_optimized_models/int8/ssd_mobilenet_int8_acc.prototxt b/models/intel_optimized_models/int8/ssd_mobilenet_int8_acc.prototxt new file mode 100644 index 000000000..87947abf5 --- /dev/null +++ b/models/intel_optimized_models/int8/ssd_mobilenet_int8_acc.prototxt @@ -0,0 +1,16667 @@ +name: "MobileNet-SSD" +layer { + name: "data" + type: "AnnotatedData" + top: "data" + top: "label" + include { + phase: TEST + } + transform_param { + scale: 0.007842999883 + mean_value: 127.5 + mean_value: 127.5 + mean_value: 127.5 + resize_param { + prob: 1.0 + resize_mode: WARP + height: 300 + width: 300 + interp_mode: LINEAR + } + } + data_param { + source: "/lustre/dataset/lmdb/voc/VOC0712_test_lmdb" + batch_size: 8 + backend: LMDB + } + annotated_data_param { + batch_sampler { + } + label_map_file: "data/VOC0712/labelmap_voc.prototxt" + } +} +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: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} +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: 1.0 + } + bias_term: true + bias_filler { + value: 0.0 + } + } +} +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" + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 18.1787223816 + scale_out: 11.1095628738 + scale_params: 42.0692214966 + scale_params: 0.0 + scale_params: 0.0 + scale_params: 0.0 + scale_params: 0.0 + scale_params: 35.9848022461 + scale_params: 96.1156158447 + 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+ decay_mult: 0.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + scale_param { + filler { + value: 1.0 + } + bias_term: true + bias_filler { + value: 0.0 + } + } +} +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" + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 11.1095628738 + scale_out: 3.00517463684 + scale_params: 62.2967948914 + scale_params: 340.009216309 + scale_params: 244.764648438 + scale_params: 114.332649231 + scale_params: 111.084205627 + scale_params: 48.3250808716 + scale_params: 276.6902771 + scale_params: 649.946838379 + scale_params: 136.880599976 + scale_params: 230.259521484 + scale_params: 226.491470337 + scale_params: 199.632385254 + 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bias_term: true + bias_filler { + value: 0.0 + } + } +} +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 + group: 64 + stride: 2 + weight_filler { + type: "msra" + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 3.00517463684 + scale_out: 16.3315830231 + scale_params: 439.582366943 + scale_params: 60.190322876 + scale_params: 83.5455932617 + scale_params: 485.688720703 + scale_params: 369.882568359 + scale_params: 995.153137207 + scale_params: 77.8068389893 + scale_params: 19.6928310394 + scale_params: 453.722686768 + scale_params: 76.307472229 + scale_params: 401.455871582 + scale_params: 94.9558563232 + scale_params: 244.565155029 + scale_params: 226.900314331 + scale_params: 375.830871582 + 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decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } + param { + lr_mult: 0.0 + decay_mult: 0.0 + } +} +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: 1.0 + } + bias_term: true + bias_filler { + value: 0.0 + } + } +} +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 + group: 128 + stride: 2 + weight_filler { + type: "msra" + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 6.92348241806 + scale_out: 31.2922954559 + scale_params: 124.40423584 + scale_params: 153.723403931 + scale_params: 361.835845947 + scale_params: 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+ decay_mult: 0.0 + } + scale_param { + filler { + value: 1.0 + } + bias_term: true + bias_filler { + value: 0.0 + } + } +} +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" + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 81.1027755737 + scale_out: 104.478813171 + scale_params: 1218.45458984 + scale_params: 1160.65856934 + scale_params: 1511.43383789 + scale_params: 1245.4473877 + scale_params: 299.972381592 + scale_params: 984.289001465 + scale_params: 788.818725586 + scale_params: 626.64276123 + scale_params: 1084.99291992 + scale_params: 630.197021484 + scale_params: 427.575378418 + scale_params: 1276.36486816 + scale_params: 1469.19995117 + scale_params: 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+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 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 32 + bw_params: 8 + scale_in: 43.8704795837 + scale_out: 1.0 + scale_params: 208.038955688 + scale_params: 132.439605713 + scale_params: 84.2204971313 + scale_params: 111.774223328 + scale_params: 141.969482422 + scale_params: 163.904327393 + scale_params: 78.3555450439 + scale_params: 142.426132202 + scale_params: 197.591598511 + scale_params: 171.335952759 + scale_params: 135.308731079 + scale_params: 143.217559814 + } +} +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 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 32 + bw_params: 8 + scale_in: 43.8704795837 + scale_out: 1.0 + scale_params: 170.424087524 + scale_params: 36.6293487549 + scale_params: 35.5740509033 + scale_params: 64.2247238159 + scale_params: 28.5086898804 + scale_params: 61.7473068237 + scale_params: 28.162815094 + scale_params: 64.7422714233 + scale_params: 41.1761245728 + scale_params: 71.5704803467 + scale_params: 33.5259208679 + scale_params: 29.6211662292 + scale_params: 41.1340827942 + scale_params: 31.3360710144 + scale_params: 31.3384094238 + scale_params: 82.7491073608 + scale_params: 39.9319839478 + scale_params: 39.6300125122 + scale_params: 28.1155128479 + scale_params: 27.1659984589 + scale_params: 41.0959281921 + scale_params: 167.973205566 + scale_params: 35.5899238586 + scale_params: 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true + } +} +layer { + name: "mbox_conf" + type: "Concat" + bottom: "conv11_mbox_conf" + bottom: "conv13_mbox_conf" + bottom: "conv14_2_mbox_conf" + bottom: "conv15_2_mbox_conf" + bottom: "conv16_2_mbox_conf" + bottom: "conv17_2_mbox_conf" + top: "mbox_conf" + concat_param { + axis: 1 + per_fla_fuse : true + } +} +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: 0.449999988079 + top_k: 400 + } + code_type: CENTER_SIZE + keep_top_k: 200 + confidence_threshold: 0.00999999977648 + } +} +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 + } +} diff --git a/models/intel_optimized_models/int8/ssd_vgg16_int8.prototxt b/models/intel_optimized_models/int8/ssd_vgg16_int8.prototxt new file mode 100644 index 000000000..4f0c77f4e --- /dev/null +++ b/models/intel_optimized_models/int8/ssd_vgg16_int8.prototxt @@ -0,0 +1,10513 @@ +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: 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: "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 + } + } +} +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: 1.0 + 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: 0.310000002384 + scale_out: 0.0799999982119 + scale_params: 619.210021973 + scale_params: 919.309997559 + scale_params: 750.010009766 + scale_params: 683.83001709 + scale_params: 705.219970703 + scale_params: 671.940002441 + scale_params: 878.900024414 + scale_params: 1156.5 + scale_params: 1258.94995117 + scale_params: 1738.93994141 + scale_params: 601.900024414 + scale_params: 1424.84997559 + scale_params: 1064.19995117 + scale_params: 665.229980469 + scale_params: 2043.98999023 + scale_params: 686.679992676 + scale_params: 1265.35998535 + scale_params: 716.090026855 + scale_params: 454.859985352 + 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0.20000000298 + step: 8.0 + offset: 0.5 + } +} +layer { + name: "fc7_mbox_loc" + type: "Convolution" + bottom: "fc7" + top: "fc7_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 + pad: 1 + kernel_size: 3 + stride: 1 + 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: 21.4099998474 + scale_out: 9.82999992 + scale_params: 2240.48999023 + scale_params: 1874.27001953 + scale_params: 2609.90991211 + scale_params: 2807.5 + scale_params: 2143.11010742 + scale_params: 1800.90002441 + scale_params: 2065.44995117 + scale_params: 2379.33007812 + scale_params: 2586.76000977 + scale_params: 1964.94995117 + scale_params: 3146.98999023 + scale_params: 3284.12011719 + scale_params: 1580.34997559 + scale_params: 1735.5300293 + scale_params: 2589.38989258 + scale_params: 2572.31005859 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decay_mult: 1.0 + } + param { + lr_mult: 2.0 + decay_mult: 0.0 + } + convolution_param { + num_output: 24 + pad: 1 + kernel_size: 3 + stride: 1 + 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: 24.9899997711 + scale_out: 9.82999992 + scale_params: 1858.48999023 + scale_params: 1961.79003906 + scale_params: 1624.2199707 + scale_params: 1448.85998535 + scale_params: 1735.55004883 + scale_params: 1758.54003906 + scale_params: 1704.69995117 + scale_params: 1714.52001953 + scale_params: 1839.34997559 + scale_params: 1787.63000488 + scale_params: 2184.70996094 + scale_params: 2931.48999023 + scale_params: 1529.7800293 + scale_params: 1466.75 + scale_params: 2216.40991211 + scale_params: 1835.33996582 + scale_params: 2201.43994141 + scale_params: 2384.18994141 + scale_params: 2646.64990234 + scale_params: 3053.93994141 + scale_params: 1728.59997559 + scale_params: 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type: "xavier" + } + bias_filler { + type: "constant" + value: 0.0 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 13.0900001526 + scale_out: 9.82999992 + scale_params: 1494.33996582 + scale_params: 1228.0300293 + scale_params: 1369.26000977 + scale_params: 1652.13000488 + scale_params: 1237.94995117 + scale_params: 1382.54003906 + scale_params: 1506.75 + scale_params: 1709.64001465 + scale_params: 2722.56005859 + scale_params: 2214.12011719 + scale_params: 2457.54003906 + scale_params: 2299.13989258 + scale_params: 1637.81994629 + scale_params: 1608.54003906 + scale_params: 1609.68994141 + scale_params: 1781.08996582 + scale_params: 3034.05004883 + scale_params: 2317.37988281 + scale_params: 2833.5300293 + scale_params: 2488.39990234 + scale_params: 1509.07995605 + scale_params: 1995.05004883 + scale_params: 1945.89001465 + scale_params: 2089.40991211 + } +} +layer { + name: "conv7_2_mbox_conf" + type: "Convolution" + bottom: "conv7_2" + 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"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 + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 9.5 + scale_out: 9.82999992 + scale_params: 1395.75 + scale_params: 1995.0300293 + scale_params: 1638.64001465 + scale_params: 1182.09997559 + scale_params: 1228.89001465 + scale_params: 1826.86999512 + scale_params: 1477.43005371 + scale_params: 1117.32995605 + scale_params: 2557.14990234 + scale_params: 1970.0300293 + scale_params: 1542.5 + scale_params: 1937.68005371 + scale_params: 1574.31994629 + scale_params: 2650.35009766 + scale_params: 1466.65002441 + scale_params: 1949.35998535 + } +} +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 { + lr_mult: 2.0 + 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 { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 9.5 + scale_out: 4.26000022888 + scale_params: 806.66998291 + scale_params: 1770.57995605 + scale_params: 1947.86999512 + scale_params: 1485.20996094 + scale_params: 1861.61999512 + scale_params: 1462.15002441 + scale_params: 1776.93994141 + scale_params: 1505.81994629 + scale_params: 1463.84997559 + scale_params: 1618.56005859 + scale_params: 1565.9699707 + scale_params: 1643.83996582 + scale_params: 1647.56005859 + scale_params: 1546.43994141 + scale_params: 1373.51000977 + scale_params: 1154.81005859 + scale_params: 1440.40002441 + scale_params: 1355.79003906 + scale_params: 1445.5 + scale_params: 1603.31005859 + scale_params: 1621.93994141 + scale_params: 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+ prior_box_param { + min_size: 264.0 + max_size: 315.0 + aspect_ratio: 2.0 + flip: true + clip: false + variance: 0.10000000149 + variance: 0.10000000149 + variance: 0.20000000298 + variance: 0.20000000298 + step: 300.0 + offset: 0.5 + } +} +layer { + name: "mbox_loc" + type: "Concat" + bottom: "conv4_3_norm_mbox_loc" + bottom: "fc7_mbox_loc" + bottom: "conv6_2_mbox_loc" + bottom: "conv7_2_mbox_loc" + bottom: "conv8_2_mbox_loc" + bottom: "conv9_2_mbox_loc" + top: "mbox_loc" + concat_param { + axis: 1 + per_fla_fuse : true + } +} +layer { + name: "mbox_conf" + type: "Concat" + bottom: "conv4_3_norm_mbox_conf" + bottom: "fc7_mbox_conf" + bottom: "conv6_2_mbox_conf" + bottom: "conv7_2_mbox_conf" + bottom: "conv8_2_mbox_conf" + bottom: "conv9_2_mbox_conf" + top: "mbox_conf" + concat_param { + axis: 1 + per_fla_fuse : true + } +} +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 + } +} diff --git a/models/intel_optimized_models/int8/yolov2_int8.prototxt b/models/intel_optimized_models/int8/yolov2_int8.prototxt new file mode 100644 index 000000000..14714bfb1 --- /dev/null +++ b/models/intel_optimized_models/int8/yolov2_int8.prototxt @@ -0,0 +1,11611 @@ +name: "yolov2" +layer { + name: "data" + type: "DummyData" + top: "data" + dummy_data_param { + data_filler { + type: "constant" + value: 0.01 + } + shape { + dim: 32 + 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 + } +} +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 { + negative_slope: 0.0 + } +} +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: 14.1342363358 + scale_out: 5.11548805237 + scale_params: 1435.140625 + scale_params: 878.553771973 + scale_params: 141.516220093 + scale_params: 525.462585449 + scale_params: 434.804199219 + scale_params: 477.665710449 + 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bias_term: true + } +} +layer { + name: "layer3-act" + type: "ReLU" + bottom: "layer3-conv" + top: "layer3-conv" + relu_param { + negative_slope: 0.0 + } +} +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" + type: "Convolution" + bottom: "layer4-maxpool" + top: "layer5-conv" + convolution_param { + num_output: 128 + 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: 10.2712554932 + scale_out: 7.44446659088 + scale_params: 825.272827148 + scale_params: 859.756286621 + scale_params: 1023.37591553 + scale_params: 724.442199707 + scale_params: 860.23840332 + scale_params: 942.718078613 + scale_params: 1128.45361328 + scale_params: 1026.15893555 + scale_params: 904.205383301 + scale_params: 1053.23254395 + scale_params: 573.594726562 + scale_params: 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+ scale_params: 1029.74780273 + scale_params: 1148.96704102 + scale_params: 1253.09399414 + } +} +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: 0.449999988079 + biases: 1.32000005245 + biases: 1.73000001907 + biases: 3.19000005722 + biases: 4.01000022888 + biases: 5.05999994278 + biases: 8.10000038147 + biases: 9.47000026703 + biases: 4.84000015259 + biases: 11.2399997711 + biases: 10.0100002289 + } +} diff --git a/models/intel_optimized_models/int8/yolov2_int8_acc.prototxt b/models/intel_optimized_models/int8/yolov2_int8_acc.prototxt new file mode 100644 index 000000000..1812d5382 --- /dev/null +++ b/models/intel_optimized_models/int8/yolov2_int8_acc.prototxt @@ -0,0 +1,11751 @@ +name: "yolov2_darknet448" +layer { + name: "data" + type: "AnnotatedData" + top: "data" + top: "label" + include { + phase: TEST + } + transform_param { + mean_value: 104.0 + mean_value: 117.0 + mean_value: 123.0 + resize_param { + prob: 1.0 + resize_mode: WARP + height: 544 + width: 544 + interp_mode: LINEAR + } + } + data_param { + source: "/lustre/dataset/lmdb/voc/VOC0712_test_lmdb" + batch_size: 8 + backend: LMDB + } + annotated_data_param { + batch_sampler { + } + label_map_file: "data/VOC0712/labelmap_voc.prototxt" + } +} +layer { + name: "layer1-conv" + type: "Convolution" + bottom: "data" + top: "layer1-conv" + param { + lr_mult: 1.0 + decay_mult: 1.0 + } + convolution_param { + num_output: 32 + bias_term: false + pad: 1 + kernel_size: 3 + stride: 1 + weight_filler { + type: "xavier" + } + } +} +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" + 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: "xavier" + } + } + quantization_param { + bw_layer_in: 8 + bw_layer_out: 8 + bw_params: 8 + scale_in: 14.449379921 + scale_out: 10.8545017242 + scale_params: 1268.80871582 + scale_params: 797.671447754 + scale_params: 132.190460205 + scale_params: 488.148651123 + scale_params: 472.260803223 + scale_params: 442.319335938 + scale_params: 881.077331543 + scale_params: 297.834594727 + scale_params: 889.252990723 + scale_params: 332.62991333 + scale_params: 123.84727478 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1242.41711426 + scale_params: 991.435852051 + scale_params: 1204.57287598 + scale_params: 1072.55957031 + } +} +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: 0.449999988079 + biases: 1.32000005245 + biases: 1.73000001907 + biases: 3.19000005722 + biases: 4.01000022888 + biases: 5.05999994278 + biases: 8.10000038147 + biases: 9.47000026703 + biases: 4.84000015259 + biases: 11.2399997711 + biases: 10.0100002289 + } +} diff --git a/models/intel_optimized_models/yolo/yolov2_test_RELU.prototxt b/models/intel_optimized_models/yolo/yolov2_test_RELU.prototxt new file mode 100644 index 000000000..3ebfff290 --- /dev/null +++ b/models/intel_optimized_models/yolo/yolov2_test_RELU.prototxt @@ -0,0 +1,1069 @@ +name: "yolov2_darknet448" +layer { + name: "data" + type: "AnnotatedData" + top: "data" + top: "label" + include { + phase: TEST + } + transform_param { + mean_value: 104 + mean_value: 117 + mean_value: 123 + resize_param { + prob: 1 + resize_mode: WARP + height: 544 + width: 544 + interp_mode: LINEAR + } + } + data_param { + #source: "examples/yolo/data/lmdb/test2007_lmdb" + source: "/lustre/dataset/lmdb/voc/VOC0712_test_lmdb" + batch_size: 8 + backend: LMDB + } + annotated_data_param { + batch_sampler { + } + #label_map_file: "data/VOC07/labelmap_voc.prototxt" + label_map_file: "data/VOC0712/labelmap_voc.prototxt" + } +} +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 + } +} +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 { + #negative_slope: 0.1 + } +} +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 + } +} +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 { + #negative_slope: 0.1 + } +} +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 + } +} +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 { + #negative_slope: 0.1 + } +} +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 + } +} +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 { + #negative_slope: 0.1 + } +} +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 + } +} +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 { + #negative_slope: 0.1 + } +} +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 + } +} +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 { + #negative_slope: 0.1 + } +} +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 + } +} +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 { + #negative_slope: 0.1 + } +} +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 + } +} +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 { + #negative_slope: 0.1 + } +} +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 + } +} +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 { + #negative_slope: 0.1 + } +} +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 + } +} +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 { + #negative_slope: 0.1 + } +} +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 + } +} +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 { + #negative_slope: 0.1 + } +} +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 + } +} +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 { + #negative_slope: 0.1 + } +} +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 + } +} +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 { + #negative_slope: 0.1 + } +} +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 + } +} +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 { + #negative_slope: 0.1 + } +} +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 + } +} +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 { + #negative_slope: 0.1 + } +} +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 + } +} +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 { + #negative_slope: 0.1 + } +} +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 + } +} +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 { + #negative_slope: 0.1 + } +} +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 + } +} +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 { + #negative_slope: 0.1 + } +} +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 + } +} +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 { + #negative_slope: 0.1 + } +} +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 + } +} +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 { + #negative_slope: 0.1 + } +} + + +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 + } +} +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 { + #negative_slope: 0.1 + } +} +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" + 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 + } +} +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 { + #negative_slope: 0.1 + } +} +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 + } +} +layer { + name: "det_loss" + type: "RegionLoss" + bottom: "conv_reg" + bottom: "label" + top: "det_loss" + loss_weight: 1 + region_loss_param { + side: 17 + num_class: 20 + coords: 4 + num: 5 + softmax: 1 + jitter: 0.2 + rescore: 1 + bias_match: 1 + + object_scale: 5.0 + noobject_scale: 1.0 + class_scale: 1.0 + coord_scale: 1.0 + + absolute: 1 + thresh: 0.5 + random: 0 + + 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 + } +} +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 + 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/yolo/yolov2_train_RELU.prototxt b/models/intel_optimized_models/yolo/yolov2_train_RELU.prototxt new file mode 100644 index 000000000..442291989 --- /dev/null +++ b/models/intel_optimized_models/yolo/yolov2_train_RELU.prototxt @@ -0,0 +1,1294 @@ +name: "yolov2_darknet448" +layer { + name: "data" + type: "AnnotatedData" + top: "data" + top: "label" + include { + phase: TRAIN + } + transform_param { + mirror: true + mean_value: 104 + mean_value: 117 + mean_value: 123 + resize_param { + prob: 1 + resize_mode: WARP + height: 544 + width: 544 + interp_mode: LINEAR + interp_mode: AREA + interp_mode: NEAREST + interp_mode: CUBIC + interp_mode: LANCZOS4 + } + emit_constraint { + emit_type: CENTER + } + } + data_param { + #source: "examples/VOC0712/VOC0712_trainval_lmdb" + source: "/lustre/dataset/lmdb/voc/VOC0712_trainval_lmdb" + batch_size: 8 + backend: LMDB + } + annotated_data_param { + batch_sampler { + max_sample: 1 + max_trials: 1 + } + batch_sampler { + sampler { + min_scale: 0.3 + max_scale: 1.0 + min_aspect_ratio: 0.5 + max_aspect_ratio: 2.0 + } + sample_constraint { + min_jaccard_overlap: 0.1 + } + max_sample: 1 + max_trials: 50 + } + batch_sampler { + sampler { + min_scale: 0.3 + max_scale: 1.0 + min_aspect_ratio: 0.5 + max_aspect_ratio: 2.0 + } + sample_constraint { + min_jaccard_overlap: 0.3 + } + max_sample: 1 + max_trials: 50 + } + batch_sampler { + sampler { + min_scale: 0.3 + max_scale: 1.0 + min_aspect_ratio: 0.5 + max_aspect_ratio: 2.0 + } + sample_constraint { + min_jaccard_overlap: 0.5 + } + max_sample: 1 + max_trials: 50 + } + batch_sampler { + sampler { + min_scale: 0.3 + max_scale: 1.0 + min_aspect_ratio: 0.5 + max_aspect_ratio: 2.0 + } + sample_constraint { + min_jaccard_overlap: 0.7 + } + max_sample: 1 + max_trials: 50 + } + batch_sampler { + sampler { + min_scale: 0.3 + max_scale: 1.0 + min_aspect_ratio: 0.5 + max_aspect_ratio: 2.0 + } + sample_constraint { + min_jaccard_overlap: 0.9 + } + max_sample: 1 + max_trials: 50 + } + batch_sampler { + sampler { + min_scale: 0.3 + max_scale: 1.0 + min_aspect_ratio: 0.5 + max_aspect_ratio: 2.0 + } + sample_constraint { + max_jaccard_overlap: 1.0 + } + max_sample: 1 + max_trials: 50 + } + label_map_file: "data/VOC0712/labelmap_voc.prototxt" + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} + + +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: false + } +} +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 { + #negative_slope: 0.1 + } +} +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: "det_loss" + type: "RegionLoss" + bottom: "conv_reg" + bottom: "label" + top: "det_loss" + loss_weight: 1 + region_loss_param { + side: 17 + num_class: 20 + coords: 4 + num: 5 + softmax: 1 + jitter: 0.2 + rescore: 1 + bias_match: 1 + + object_scale: 5.0 + noobject_scale: 1.0 + class_scale: 1.0 + coord_scale: 1.0 + + absolute: 1 + thresh: 0.6 + random: 0 + + 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 + } +}