Param dlrm #127
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Param dlrm #127
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…earch#49 Also, adding an option for early stopping based on AUC. Finally, adding exact model config for mlperf in run_and_time.sh script. Summary: Adding support for binary loader proposed in pull request facebookresearch#49 Also, adding an option for early stopping based on AUC. Finally, adding exact model config for mlperf in run_and_time.sh script. Test Plan: Reviewers: Subscribers: Tasks: Tags:
* Fix command-line flag typo * Remove the end-of-epoch evaluation in MLPerf mode to avoid two evals close to each other
… Also, enforcing single copy of embeddings across devices on multiple GPUs.
…y batches when enumerate is used. Summary: Adjusting restart from saved model during training. Need to skip early batches when enumerate is used. Test Plan: Reviewers: Subscribers: Tasks: Tags:
* adding script to visualize embedding tables * updated embedding visualization
Co-authored-by: rpremsee <[email protected]>
* adding script to visualize embedding tables * updated embedding visualization * updating visualization - adding data visualization - analysis of categorical variables * updated data visualization - mapping test data into manifold * created double plot for data visualization * added plots for each data class * aaded more plots: correct and erros, refactored the code * more refactoring, added z data * added intermidiate Z layers * updating visualization * updated output directory and plots * fixed silent bug
* bugfixes for mixd * remove whitespace
* Fix LR decay – allow a period of training with a constant base LR between warmup end step and decay start step * Bump pytorch version for multiGPU memory corruption bugfix
* sunc 2020-06-26 * cleanup, format, testing after all updates
…ck arch-interaction-op for valid choice (facebookresearch#113)
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huwan
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Nov 7, 2021
| Reducing the number of interaction features for the dot operation. | ||
| A project operation is applied to the dotted features to reduce its dimension size. | ||
| This is mainly due to the memory concern. It reduces the memory size needed for top MLP. | ||
| A side effect is that it may also imrpove the model accuracy. |
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