resnet50

Owned by Mikael Rolfhamre
Last updated: Dec 27, 2022
1 min read

Running the resnet50 test on TensorFlow

Ensure the virtual environment is prepared as described in https://linaro.atlassian.net/wiki/spaces/TENS/pages/28809266125

Activate the virtual environment first and then

 

cd ~ mkdir models cd models ck install package --tags=image-classification,dataset,imagenet,aux ck install package --tags=image-classification,dataset,imagenet,val cp ~/CK-TOOLS/dataset-imagenet-ilsvrc2012-aux-from.dividiti/val.txt ~/CK-TOOLS/dataset-imagenet-ilsvrc2012-val-min/val_map.txt wget https://zenodo.org/record/2535873/files/resnet50_v1.pb export DATA_DIR=${HOME}/CK-TOOLS/dataset-imagenet-ilsvrc2012-val-min export MODEL_DIR=${HOME}/models cd ~/src/inference/vision/classification_and_detection ./run_local.sh tf resnet50

 

Alternatively if on a machine in Linaro’s Cambridge colo

Mount the NFS drive with the already downloaded data https://linaro.atlassian.net/wiki/spaces/TENS/pages/28809266192

 

export DATA_DIR=/mnt/datasets/data/CK-TOOLS/dataset-imagenet-ilsvrc2012-val-min export MODEL_DIR=/mnt/datasets/data/models cd ~/src/inference/vision/classification_and_detection ./run_local.sh tf resnet50