[cherry-pick] Release 0.12.1 fixes #744
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* Revert ResNet definition to not quantize input to add op in residual branches. * Correct typo. Co-authored-by: Mark Kurtz <mark@neuralmagic.com>
Bumps [notebook](http://jupyter.org) from 6.4.1 to 6.4.10. --- updated-dependencies: - dependency-name: notebook dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Mark Kurtz <mark@neuralmagic.com> Co-authored-by: Michael Goin <michael@neuralmagic.com>
* Switch off fp16 on QAT start * address: review comments * Disable fp16 when torch version is lesser than `1.9`
* Fix for prediction step when teacher model has more inputs than student. * Updated signature of prediction_step method. * Style and quality fixes.
Co-authored-by: dhuang <dhuang@dhuangs-MacBook-Pro.local>
* added tutorials to root readme split by domain * readme update * edited text/structure * grammar edits
…tric activations (#724)
…tion models (#711) * Click refactor for SparseML-PyTorch integration * Click refactor for `Pruning Sensitivity` analysis (#714) * Click refactor for SparseML-PyTorch pr_sensitivity analysis integration * Review comments from @KSGulin * Click refactor for SparseML-PyTorch `lr-analysis` integration (#713) * Click refactor for SparseML-PyTorch lr-analysis integration * Review comments from @KSGulin * Click refactor for SparseML PyTorch `export` integration (#712) * Click refactor for SparseML-PyTorch export integration * Review comments from @KSGulin * Addressed all review comments from @bfineran, @dbogunowicz and @KSGulin * Regenerate and Update the train-cli docstring due to changes in a few cli-args * `nm_argparser.py` not needed anymore * removed `nm_argparser.py` from init * Remove All CLI args aliases and updated doctrings accordingly
…r transformers distillation) (#737) * initial commit * added more files and fixed quality * Update trainer.py
* Added flag to exclude quantization of embedding activations. * Updated testing to contemplate quantize_embedding_activations flag. * Updated testing to contemplate quantize_embedding_activations flag. * Updated debugging * Revert "Updated debugging" This reverts commit 449703d. * Corrected order of arguments to pass assertion.
markurtz
requested review from
tdg5,
bfineran and
anmarques
and removed request for
a team
markurtz
commented
May 2, 2022
rahul-tuli
approved these changes
May 2, 2022
bfineran
approved these changes
May 2, 2022
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