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tutorial_gpu.md

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ssh [email protected]

qsub -l walltime=1:0:0 -q [email protected] -l select=1:ncpus=1:ngpus=1:mem=20000mb:scratch_local=4000mb:gpu_cap=cuda80 -I

ls /cvmfs/singularity.metacentrum.cz singularity shell --nv /cvmfs/singularity.metacentrum.cz/NGC/TensorFlow:21.02-tf2-py3.SIF -B $SCRATCHDIR

git clone https://github.com/martin-studna/deep-learning-course.git cd deep-learning-course/04 git checkout week_4

pip3 install neptune-client

python3 cifar_competition.py

-------------------------------------------------------- OLDDD

qsub -I -l walltime=1:0:0 -q [email protected] -l select=1:ncpus=1:ngpus=1:mem=4000mb:scratch_local=2000mb:gpu_cap=cuda75

lspci nvidia-smi

cd $SCRATCHDIR

python -m venv bbb source bbb/bin/activate

cd $SCRATCHDIR git clone https://github.com/martin-studna/deep-learning-course.git cd deep-learning-course/03 git checkout albert_week3

module add python/3.8.0-gcc-rab6t module add cudnn-7.6.4-cuda10.0 cudnn-7.6.4-cuda10.1 module add tensorflow-2.0.0-gpu-python3 #obsahuje python a nefunguje pip3 install neptune-client

python3 uppercase.py

module add python/3.8.0-gcc-rab6t

module add tensorflow-1.7.1-gpu-python3 #má v sobě python, ale aspoň se načte module add cudnn/cudnn-7.6.5.32-10.2-linux-x64-gcc-6.3.0-xqx4s5f