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Commit 2a4cde0f authored by Neta Zmora's avatar Neta Zmora
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Resnet50 AGP: fix numerical error in text describing the results.

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# #
# This schedule performs filter-pruning using L1-nrom ranking and AGP for the setting the pruning-rate decay. # This schedule performs filter-pruning using L1-norm ranking and AGP for the setting the pruning-rate decay.
# #
# Best Top1: 74.472 (epoch 89) # Best Top1: 74.472 (epoch 89)
# No. of Parameters: 12,335,296 (of 25,502,912) = 43.37% dense (51.63% sparse) # No. of Parameters: 12,335,296 (of 25,502,912) = 43.37% dense (56.63% sparse)
# Total MACs: 1,822,031,872 (of 4,089,184,256) = 44.56% compute = 2.24x # Total MACs: 1,822,031,872 (of 4,089,184,256) = 44.56% compute = 2.24x
# #
# time python3 compress_classifier.py -a=resnet50 --pretrained -p=50 ../../../data.imagenet/ -j=22 --epochs=100 --lr=0.0005 --compress=resnet50.schedule_agp.filters.yaml --validation-size=0 --num-best-scores=10 --name="resnet50_filters_v3.2" # time python3 compress_classifier.py -a=resnet50 --pretrained -p=50 ../../../data.imagenet/ -j=22 --epochs=100 --lr=0.0005 --compress=resnet50.schedule_agp.filters.yaml --validation-size=0 --num-best-scores=10 --name="resnet50_filters_v3.2"
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