awslabs / sagemaker-debugger

Amazon SageMaker Debugger provides functionality to save tensors during training of machine learning jobs and analyze those tensors
Apache License 2.0
161 stars 83 forks source link

Add support for mixed precision training #378

Closed NihalHarish closed 4 years ago

NihalHarish commented 4 years ago

Description of changes:

Style and formatting:

I have run pre-commit install to ensure that auto-formatting happens with every commit.

Issue number, if available

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

codecov-io commented 4 years ago

Codecov Report

Merging #378 into master will decrease coverage by 1.53%. The diff coverage is 100.00%.

Impacted file tree graph

@@            Coverage Diff             @@
##           master     #378      +/-   ##
==========================================
- Coverage   87.06%   85.52%   -1.54%     
==========================================
  Files          86       86              
  Lines        6507     6514       +7     
==========================================
- Hits         5665     5571      -94     
- Misses        842      943     +101     
Impacted Files Coverage Δ
smdebug/tensorflow/keras.py 92.32% <100.00%> (ø)
smdebug/tensorflow/tensor_ref.py 88.70% <100.00%> (ø)
smdebug/tensorflow/utils.py 88.32% <100.00%> (+0.43%) :arrow_up:
smdebug/mxnet/graph.py 25.80% <0.00%> (-64.52%) :arrow_down:
smdebug/core/access_layer/base.py 64.28% <0.00%> (-21.43%) :arrow_down:
smdebug/core/modes.py 55.00% <0.00%> (-15.00%) :arrow_down:
smdebug/core/access_layer/utils.py 77.27% <0.00%> (-13.64%) :arrow_down:
smdebug/mxnet/collection.py 76.66% <0.00%> (-13.34%) :arrow_down:
smdebug/core/logger.py 66.12% <0.00%> (-12.91%) :arrow_down:
smdebug/core/tfrecord/record_reader.py 78.00% <0.00%> (-12.00%) :arrow_down:
... and 14 more

Continue to review full report at Codecov.

Legend - Click here to learn more Δ = absolute <relative> (impact), ø = not affected, ? = missing data Powered by Codecov. Last update 7470da7...da8d716. Read the comment docs.