Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
input		input
keras		keras
pytorch		pytorch
scripts		scripts
LICENSE		LICENSE
README.md		README.md

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Deep Learning frameworks benchmark

Code for Deep Learning frameworks benchmark. Currently work in progress, basic benchmark with artifically generated data was made.

Structure

keras/ contains code for Keras benchmarking
pytorch/ contains code for Pytorch benchmarking
scripts/schedule.sh runs set of models from both benchmarks
scripts/log_extract.ipynb notebook with logs data processing & saving
scripts/*.R R scripts for data visualization based on processed logs

Remarks

NASNet model wasn't working with tensorflow.keras. It threw errors, so it was finally omitted.

Versions:

TF: 1.12.0
Keras: 2.2.4
Torch: 1.0.0

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Code for Deep Learning frameworks benchmark

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