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Commits on Mar 27, 2020

• Update README.md

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Commits on Mar 25, 2020

• Update README.md

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• Update README.md

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Commits on Mar 4, 2020

• Adjusting restart from saved model during training. Need to skip early batches when enumerate is used.

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Commits on Feb 27, 2020

• Switch the binary dataloader to int32 datatype (#60)

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Commits on Feb 20, 2020

• Adjusting the use of --max-ind-range post processing as discussed in https://github.com/facebookresearch/dlrm/issues/53

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• Adding flexibility in saving/loading model to/from different devices. Also, enforcing single copy of embeddings across devices on multiple GPUs.

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Commits on Feb 15, 2020

• adding back end of epoch check for now.

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• Update README.md

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• Update README.md

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• Tgrel/minor mlperf fixes (#54)

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Commits on Feb 9, 2020

• Fix latent bug in caffe2 version when --max-ind-range is used

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Commits on Feb 5, 2020

• Adding support for testing and mlperf flags to caffe2 version.

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Commits on Jan 26, 2020

• Adding support for binary loader proposed in pull request https://github.com/facebookresearch/dlrm/pull/49 Also, adding an option for early stopping based on AUC. Finally, adding exact model config…

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Commits on Jan 22, 2020

• Fixing a bug in dataset loader. When multiple passes over the data are done you must reset/rotate the day being used at the end.

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Commits on Jan 12, 2020

• Adding support for weigthed BCEloss (wbce). Also, adjusting Caffe2 version reporting of accuracy and loss to match that of PyTorch.

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Commits on Dec 31, 2019

• Slight changes to data loaders for consistency.

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Commits on Dec 30, 2019

• Adjusting metrics to be consistent with and without --mlperf-logging flag.

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Commits on Dec 19, 2019

• Adding --mlperf-threshold command line parameter that allows early stopping when specified accuracy is reached.

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Commits on Dec 17, 2019

• Minor adjustments.

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• Merge branch 'tgrel/dlrm' of https://github.com/tgrel/dlrm into tgrel-tgrel/dlrm

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Commits on Dec 16, 2019

• Adjusting test data loading to work with --test-num-workers.

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Commits on Dec 13, 2019

• Change license to MIT

  tgrel

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Commits on Dec 11, 2019

• Adding quotient-remainder and mixed-dimensions embedding tricks.

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Commits on Dec 9, 2019

• Add batch-size-independent way of specifying evaluation frequency. Compute AUC and AP metrics accurately

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• Usability improvement

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Commits on Dec 7, 2019

• Update requirements with necessary caffe2 dependencies. (#45)

  

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Commits on Dec 3, 2019

• Dataloading improvements for the terabyte dataset

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• Add ROC AUC and average precision scores, include dataloading time in profiling measurements

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Commits on Nov 27, 2019

• Add dockerfile and run_and_time.sh

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Commits on Nov 26, 2019

• Minor adjustment.

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Commits on Nov 25, 2019

• Several optimizations and adjustments.

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Commits on Nov 18, 2019

• create tables after copying net to device for mgpu (#29)

  

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Commits on Nov 14, 2019

• Adjusting links.

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Commits on Nov 13, 2019

• Update README.md

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