[Bug Fix] trainer.update(1) should be used after loss.mean() is called by liuzh47 · Pull Request #1000 · dmlc/gluon-nlp

liuzh47 · 2019-11-12T10:32:14Z

Description

(Brief description on what this PR is about)
[BUGFIX] A bug fix of sentiment analysis training script. trainer.update(1) should be used after loss.mean() is called.

Checklist

Essentials

[ X] PR's title starts with a category (e.g. [BUGFIX], [MODEL], [TUTORIAL], [FEATURE], [DOC], etc)
[ X] Changes are complete (i.e. I finished coding on this PR)
[ X] All changes have test coverage
[ X] Code is well-documented

Changes

Feature1, tests, (and when applicable, API doc)
Feature2, tests, (and when applicable, API doc)

Comments

If this change is a backward incompatible change, why must this change be made.
Interesting edge cases to note here

cc @dmlc/gluon-nlp-team

codecov · 2019-11-12T10:32:18Z

Codecov Report

Merging #1000 into v0.x will decrease coverage by 2.55%.
The diff coverage is 100.00%.

@@            Coverage Diff             @@
##             v0.x    #1000      +/-   ##
==========================================
- Coverage   87.26%   84.70%   -2.56%     
==========================================
  Files          81       43      -38     
  Lines        7371     6701     -670     
==========================================
- Hits         6432     5676     -756     
- Misses        939     1025      +86

Impacted Files	Coverage Δ
conftest.py	`85.29% <100.00%> (ø)`
src/gluonnlp/data/sampler.py	`96.55% <0.00%> (-0.27%)`	⬇️
src/gluonnlp/utils/__init__.py	`100.00% <0.00%> (ø)`
src/gluonnlp/data/bert/squad.py
src/gluonnlp/model/utils.py
src/gluonnlp/data/conll.py
src/gluonnlp/data/word_embedding_evaluation.py
src/gluonnlp/calibration/collector.py
src/gluonnlp/data/registry.py
src/gluonnlp/embedding/evaluation.py
... and 109 more

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mli · 2019-11-13T03:03:05Z

Job PR-1000/2 is complete.
Docs are uploaded to http://gluon-nlp-staging.s3-accelerate.dualstack.amazonaws.com/PR-1000/2/index.html

leezu · 2019-11-13T03:10:01Z

@astonzhang FYI

The results at https://github.com/dmlc/gluon-nlp/blob/master/scripts/sentiment_analysis/index.rst#textcnn are generated without this change. Could you confirm (on a sample) that the results remain unchanged?

eric-haibin-lin

@xiaotinghe

mli · 2019-11-14T04:25:07Z

Job PR-1000/4 is complete.
Docs are uploaded to http://gluon-nlp-staging.s3-accelerate.dualstack.amazonaws.com/PR-1000/4/index.html

xiaotinghe · 2019-11-17T07:44:09Z

I will reconfirm the results on all sample.

szha · 2019-12-10T01:08:27Z

@xiaotinghe any update?

xiaotinghe · 2019-12-11T11:41:42Z

@szha @eric-haibin-lin I have reconfirmed the results for all the data. I will update the results later.

leezu · 2020-02-10T18:13:58Z

Ping @xiaotinghe

* numpy version * Enable Github Actions * Update unittests.yml * Update unittests.yml * Update setup.py * fix test * Update README.md * Update test_models_bert.py * Update tmpdir * Enable codecov * fix a commit id * Separate codecov per platform * Revert "Update tmpdir" This reverts commit 6625af9. pytest-dev/pytest#1120 * Remove files * add symlinks * update Merge conversion toolkits update unittests by fixing the version update datasets add scripts Delete __init__.py add src update Update setup.py Update setup.py update all tests revise test cases Update unittests.yml Update initializer.py Create preprocessing.py Update __init__.py Update attention_cell.py Update prepare_wmt.py move ubuntu + windows to TODO * Update unittests.yml * fix alpha in sentencepiece * fix bug * update * fix README * Update unittests.yml * Update README.md * update Co-authored-by: Leonard Lausen <lausen@amazon.com>

* fix bert cfg * fix lowercase * re-test

* try to fix the CI of the export test * re-enable 3.8 * use skipif to skip the test of python3.8

…S3 + Add Ubuntu test (dmlc#1249) * add match_tokens_with_char_spans to utility + add ability to download from S3 * Update lazy_imports.py * Update lazy_imports.py * Revise broken link * test downloading * enable ubuntu test * update * Update unittests.yml * Update .coveragerc * Create codecov.yml * Update test_models.py * fix bug * Update test_models.py * Update codecov.yml * Delete codecov.yml * do not paralleize the backbone forward test * update test cases * use a smaller batch_size + seq_length for testing

* fix bert cfg * fix lowercase * re-test * restart * fix * update gluon_electra_small_owt * remove plau_answer * fix * get_backbone * eta * fix * add match_tokens_with_char_spans to utility + add ability to download from S3 * Update lazy_imports.py * Update lazy_imports.py * update * fix squad * hotpotqa * update hotpotqa * update electra results * triviaqa * searchqa * remove newsqa * revise * fix * move * fix * upload fasttext to s3 * Update filtering.py * Update filtering.py Co-authored-by: Xingjian Shi <xshiab@connect.ust.hk>

* AWS batch job tool for GluonNLP * limit range Co-authored-by: Xingjian Shi <xshiab@connect.ust.hk>

…c#1254) codecov/codecov-action#80 (comment)

* back translation bash * split "lang-pair" para in clean_tok_para_corpus * added clean_tok_mono_corpus * fix * add num_process para * fix * fix * add yml * rm yml * update cfg name * update evaluate * added max_update / save_interval_update params * fix * fix * multi gpu inference * fix * update * update multi gpu inference * fix * fix * split evaluate and parallel infer * fix * test * fix * update * add comments * fix * remove todo comment * revert remove todo comment * raw lines remove duplicated '\n' * update multinomaial sampler * fix * fix * fix * fix * sampling * update script * fix * add test_case with k > 1 in topk sampling * fix multinomial sampler * update docs * comments situation eos_id = None * fix Co-authored-by: Hu <huta@a483e74650ff.ant.amazon.com>

* Some fixes to make the CI more stable * add retries * Update tokenizers.py

- Remove params and prefix arguments for MXNet 2 and update parameter sharing implementation - Remove Block.name_scope() for MXNet 2 - Remove self.params.get() and self.params.get_constant()

* Add fp16 support for Bert QA inference * change cfg dtype setting from run_squad script * pass dtype as argument to get_backbone

* update batch to gluonnlp-dev * add more types

…ECTRA, MobileBERT, RoBERTA, XLMR (dmlc#1258) * Add layout support * fix test * Update transformer.py * Update transformer.py * Update README.md * try to add set_layout * update test case * fix * update * update * update * Update bert.py * fix bug * update * Update test_models_bert.py * Update tokenizers.py * add compute layout * Update xlmr.py * Update test_models_bert.py * revise test cases * Update layers.py * move jieba to try import * fix * Update transformer.py * fix * Update bert.py * Update setup.py * Update test_models_bert.py * Update test_models_bert.py * fix * update * Revise * Update electra.py * Update electra.py * Update test_models_electra.py * fix * fix bug * Update test_models_albert.py * add more testcases * fix * Update albert.py * Update albert.py * fix bug * fix testcase * Update test_models_electra.py * Update bert.py * update * Update test_models_electra.py * Update mobilebert.py * Update mobilebert.py * update mobilebert * Update test_models_mobilebert.py * Update mobilebert.py * fix bug * Update roberta.py * fix roberta * update * update * fix import * fix bug * update * reduce test workloads * address comment * address comment

* Update run_squad.py * Update run_squad.py * Update prepare_glue.py

* init * fix convert roberta * rename TransformerNMTModel as TransformerModel * update bart * fix * fix * update init * add layernorm_embedding for transformer * convert script * encoder * fix * fix vocab * fix roberta * fix * fix electra * add conversion bash for roberta and xlmr * ELECTRA SETUP * convert bart decoder * fix * update * testing output * remove arange_like for embeddings * fix * update * use_pooler for bart * fix * upload params for bart * add test_models_bart * fix cfg * test bart * update * fix transformer * Squashed commit of the following: commit 510d991 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 30 02:33:22 2020 +0800 test commit 1b5fa7b Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 30 01:48:01 2020 +0800 fix comment1 commit 6533601 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 30 01:27:44 2020 +0800 fix comment commit a8853f9 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 30 01:10:06 2020 +0800 Squashed commit of the following: commit 232e0b6 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 30 01:05:17 2020 +0800 update commit 995e5d7 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 30 01:01:56 2020 +0800 fix commit 9623240 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 30 00:52:17 2020 +0800 fix commit d9c4140 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Wed Jul 29 23:07:10 2020 +0800 fix transformer commit e49fbe1 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Wed Jul 29 22:18:12 2020 +0800 update commit 1f75b26 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Wed Jul 29 22:04:08 2020 +0800 test bart commit 5bab516 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Wed Jul 29 21:34:47 2020 +0800 fix cfg commit 6c62a29 Merge: 3366cf3 033214e Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Wed Jul 29 21:33:10 2020 +0800 Merge remote-tracking branch 'upstream/numpy' into bart commit 033214e Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Wed Jul 29 00:36:57 2020 -0700 [Numpy] Fix SQuAD + Fix GLUE downloading (dmlc#1280) * Update run_squad.py * Update run_squad.py * Update prepare_glue.py commit 3c87457 Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Tue Jul 28 18:03:21 2020 -0700 Add layout + compute_layout support: TransformerNMT, BERT, ALBERT, ELECTRA, MobileBERT, RoBERTA, XLMR (dmlc#1258) * Add layout support * fix test * Update transformer.py * Update transformer.py * Update README.md * try to add set_layout * update test case * fix * update * update * update * Update bert.py * fix bug * update * Update test_models_bert.py * Update tokenizers.py * add compute layout * Update xlmr.py * Update test_models_bert.py * revise test cases * Update layers.py * move jieba to try import * fix * Update transformer.py * fix * Update bert.py * Update setup.py * Update test_models_bert.py * Update test_models_bert.py * fix * update * Revise * Update electra.py * Update electra.py * Update test_models_electra.py * fix * fix bug * Update test_models_albert.py * add more testcases * fix * Update albert.py * Update albert.py * fix bug * fix testcase * Update test_models_electra.py * Update bert.py * update * Update test_models_electra.py * Update mobilebert.py * Update mobilebert.py * update mobilebert * Update test_models_mobilebert.py * Update mobilebert.py * fix bug * Update roberta.py * fix roberta * update * update * fix import * fix bug * update * reduce test workloads * address comment * address comment commit 4d43f82 Author: Sheng Zha <szha@users.noreply.github.com> Date: Mon Jul 27 20:21:00 2020 -0700 add subversion/wget to docker, add readme (dmlc#1279) commit d76897b Author: phile <phile_999@126.com> Date: Tue Jul 28 10:10:13 2020 +0800 Add embedding related methods in numpy version (dmlc#1263) * A draft for embedding * fix embed_loader * add hyperbolic space and some updates * revise evaluation * fix * simple fixes * move l2norm to op.py * new features * fix * update * add tests, update * newline * Squashed commit of the following: commit 9e1ffde Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 30 11:42:01 2020 +0800 todo commit 9a7c343 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 30 10:53:15 2020 +0800 revert gelu commit 0425346 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 30 10:49:52 2020 +0800 re-upload bart commit 516ae84 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 30 03:32:35 2020 +0800 use_qkv_bias for transformer commit 9d60cda Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 30 03:17:28 2020 +0800 classifier_activation commit 510d991 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 30 02:33:22 2020 +0800 test commit 1b5fa7b Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 30 01:48:01 2020 +0800 fix comment1 commit 6533601 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 30 01:27:44 2020 +0800 fix comment commit a8853f9 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 30 01:10:06 2020 +0800 Squashed commit of the following: commit 232e0b6 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 30 01:05:17 2020 +0800 update commit 995e5d7 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 30 01:01:56 2020 +0800 fix commit 9623240 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 30 00:52:17 2020 +0800 fix commit d9c4140 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Wed Jul 29 23:07:10 2020 +0800 fix transformer commit e49fbe1 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Wed Jul 29 22:18:12 2020 +0800 update commit 1f75b26 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Wed Jul 29 22:04:08 2020 +0800 test bart commit 5bab516 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Wed Jul 29 21:34:47 2020 +0800 fix cfg commit 6c62a29 Merge: 3366cf3 033214e Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Wed Jul 29 21:33:10 2020 +0800 Merge remote-tracking branch 'upstream/numpy' into bart commit 033214e Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Wed Jul 29 00:36:57 2020 -0700 [Numpy] Fix SQuAD + Fix GLUE downloading (dmlc#1280) * Update run_squad.py * Update run_squad.py * Update prepare_glue.py commit 3c87457 Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Tue Jul 28 18:03:21 2020 -0700 Add layout + compute_layout support: TransformerNMT, BERT, ALBERT, ELECTRA, MobileBERT, RoBERTA, XLMR (dmlc#1258) * Add layout support * fix test * Update transformer.py * Update transformer.py * Update README.md * try to add set_layout * update test case * fix * update * update * update * Update bert.py * fix bug * update * Update test_models_bert.py * Update tokenizers.py * add compute layout * Update xlmr.py * Update test_models_bert.py * revise test cases * Update layers.py * move jieba to try import * fix * Update transformer.py * fix * Update bert.py * Update setup.py * Update test_models_bert.py * Update test_models_bert.py * fix * update * Revise * Update electra.py * Update electra.py * Update test_models_electra.py * fix * fix bug * Update test_models_albert.py * add more testcases * fix * Update albert.py * Update albert.py * fix bug * fix testcase * Update test_models_electra.py * Update bert.py * update * Update test_models_electra.py * Update mobilebert.py * Update mobilebert.py * update mobilebert * Update test_models_mobilebert.py * Update mobilebert.py * fix bug * Update roberta.py * fix roberta * update * update * fix import * fix bug * update * reduce test workloads * address comment * address comment commit 4d43f82 Author: Sheng Zha <szha@users.noreply.github.com> Date: Mon Jul 27 20:21:00 2020 -0700 add subversion/wget to docker, add readme (dmlc#1279) commit d76897b Author: phile <phile_999@126.com> Date: Tue Jul 28 10:10:13 2020 +0800 Add embedding related methods in numpy version (dmlc#1263) * A draft for embedding * fix embed_loader * add hyperbolic space and some updates * revise evaluation * fix * simple fixes * move l2norm to op.py * new features * fix * update * add tests, update * newline * fix comment * use xavier for embedding initializer

* fix roberta * fix xlmr * fix token_ids * fix * use_segmentation * fix roberta * update * fix * fix mobilebert * repeat * repeat for pretraining * revise * revise train_transformer * upload gluon_electra_small_owt * fix openwebtext * fix wiki * fix bookcorpus * multiprocessing for wiki * update * rename * index_update * topk * revise * layer-wise decay * fix mobilebert * try * update hyper-parameters of adamw * fix roberta * clip_grad_global_norm with zeros max_grad_norm * fix ModelForQABasic * multiply_grads * remove multiply_grads * fix * horovod for squad * update * inference without horovod * fix * update * re-upload roberta * fix get_pretrained * re-upload xlmr * update testings * tiny update on run_squad * test * lowercase * CharTokenizer * Squashed commit of the following: commit 35a586676036f627bffd0d3c753c6cd0a70d63cf Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Fri Jul 17 10:10:14 2020 +0800 Squashed commit of the following: commit 673344d Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Wed Jul 15 22:43:07 2020 +0800 CharTokenizer commit 8dabfd6 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Wed Jul 15 15:47:24 2020 +0800 lowercase commit f5c94a6 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Jul 14 17:45:28 2020 +0800 test commit dc55fc9 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Jul 14 05:45:01 2020 +0800 tiny update on run_squad commit 4defc7a Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Mon Jul 13 23:18:08 2020 +0800 update testings commit 2719e81 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Mon Jul 13 23:08:32 2020 +0800 re-upload xlmr commit cd0509d Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Mon Jul 13 22:30:47 2020 +0800 fix get_pretrained commit 8ed8a72 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Mon Jul 13 22:28:13 2020 +0800 re-upload roberta commit 5811d40 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Mon Jul 13 18:27:23 2020 +0800 update commit 44a09a3 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Sat Jul 11 15:06:33 2020 +0800 fix commit 4074a26 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Fri Jul 10 16:08:49 2020 +0800 inference without horovod commit 31cb953 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 9 18:41:55 2020 +0800 update commit 838be2a Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 9 15:14:39 2020 +0800 horovod for squad commit 1d374a2 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 9 12:09:19 2020 +0800 fix commit e4fba39 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 9 10:35:08 2020 +0800 remove multiply_grads commit 007f07e Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Jul 7 11:26:38 2020 +0800 multiply_grads commit b8c85bb Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Mon Jul 6 12:28:56 2020 +0800 fix ModelForQABasic commit 0e13a58 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Sat Jul 4 18:42:12 2020 +0800 clip_grad_global_norm with zeros max_grad_norm commit bd270f2 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Fri Jul 3 20:21:31 2020 +0800 fix roberta commit 4fc564c Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Fri Jul 3 19:36:08 2020 +0800 update hyper-parameters of adamw commit 59cffbf Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Fri Jul 3 16:25:46 2020 +0800 try commit a84f782 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 2 20:39:03 2020 +0800 fix mobilebert commit 4bc3a96 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 2 11:14:39 2020 +0800 layer-wise decay commit 07186d5 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Jul 2 02:14:43 2020 +0800 revise commit a5a6475 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Wed Jul 1 19:50:20 2020 +0800 topk commit 34ee884 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Wed Jul 1 19:25:09 2020 +0800 index_update commit 74178e2 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Wed Jul 1 00:48:32 2020 +0800 rename commit fa011aa Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Jun 30 23:40:28 2020 +0800 update commit 402d625 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Jun 30 21:40:30 2020 +0800 multiprocessing for wiki commit ddbde75 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Jun 30 20:41:35 2020 +0800 fix bookcorpus commit 6cc5ccd Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Jun 30 16:39:12 2020 +0800 fix wiki commit 9773efd Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Jun 30 15:52:13 2020 +0800 fix openwebtext commit 1fb8eb8 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Mon Jun 29 19:51:25 2020 +0800 upload gluon_electra_small_owt commit ca83fac Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Mon Jun 29 18:09:48 2020 +0800 revise train_transformer commit 1450f5c Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Mon Jun 29 18:07:04 2020 +0800 revise commit b460bbe Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Mon Jun 29 17:24:00 2020 +0800 repeat for pretraining commit 8ee381b Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Mon Jun 29 17:06:43 2020 +0800 repeat commit aea936f Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Mon Jun 29 16:39:22 2020 +0800 fix mobilebert commit eead164 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Sun Jun 28 18:44:28 2020 +0800 fix commit 8645115 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Sun Jun 28 17:27:43 2020 +0800 update commit 2b7f7a3 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Sun Jun 28 17:18:00 2020 +0800 fix roberta commit 86702fe Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Sun Jun 28 16:27:43 2020 +0800 use_segmentation commit 6d03d7a Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Sun Jun 28 15:52:40 2020 +0800 fix commit 5c0ca43 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Sun Jun 28 15:49:48 2020 +0800 fix token_ids commit ff7aae8 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Sun Jun 28 13:56:07 2020 +0800 fix xlmr commit 2070b86 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Sun Jun 28 13:54:26 2020 +0800 fix roberta commit 70a1887 Author: Leonard Lausen <lausen@amazon.com> Date: Fri Jul 17 00:07:08 2020 +0000 Update for Block API (dmlc#1261) - Remove params and prefix arguments for MXNet 2 and update parameter sharing implementation - Remove Block.name_scope() for MXNet 2 - Remove self.params.get() and self.params.get_constant() commit ea9152b Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Thu Jul 16 15:42:04 2020 -0700 Fixes to make the CI more stable (dmlc#1265) * Some fixes to make the CI more stable * add retries * Update tokenizers.py commit a646c34 Author: ht <wawawa@akane.waseda.jp> Date: Sun Jul 12 02:49:53 2020 +0800 [FEATURE] update backtranslation and add multinomial sampler (dmlc#1259) * back translation bash * split "lang-pair" para in clean_tok_para_corpus * added clean_tok_mono_corpus * fix * add num_process para * fix * fix * add yml * rm yml * update cfg name * update evaluate * added max_update / save_interval_update params * fix * fix * multi gpu inference * fix * update * update multi gpu inference * fix * fix * split evaluate and parallel infer * fix * test * fix * update * add comments * fix * remove todo comment * revert remove todo comment * raw lines remove duplicated '\n' * update multinomaial sampler * fix * fix * fix * fix * sampling * update script * fix * add test_case with k > 1 in topk sampling * fix multinomial sampler * update docs * comments situation eos_id = None * fix Co-authored-by: Hu <huta@a483e74650ff.ant.amazon.com> commit 83e1f13 Author: Leonard Lausen <lausen@amazon.com> Date: Thu Jul 9 20:57:55 2020 -0700 Use Amazon S3 Transfer Acceleration (dmlc#1260) commit cd48efd Author: Leonard Lausen <lausen@amazon.com> Date: Tue Jul 7 17:39:42 2020 -0700 Update codecov action to handle different OS and Python versions (dmlc#1254) codecov/codecov-action#80 (comment) commit 689eba9 Author: Sheng Zha <szha@users.noreply.github.com> Date: Tue Jul 7 09:55:34 2020 -0700 [CI] AWS batch job tool for GluonNLP (Part I) (dmlc#1251) * AWS batch job tool for GluonNLP * limit range Co-authored-by: Xingjian Shi <xshiab@connect.ust.hk> commit e06ff01 Author: Leonard Lausen <lausen@amazon.com> Date: Tue Jul 7 08:36:24 2020 -0700 Pin mxnet version range on CI (dmlc#1257) * frozen_params * remove conversion to a sperate pr * fix * fix * update * test * revise * update performance numbers * update apply_layerwisw_decay * use shuffle * fix mobilebert * fix vocab_file

This does not yet include the fully functional Makefile with the docs_local target so that the notebook compilation step can be executed.

* fix leaky_relu * update mxnet as 0b20200802

…or wmt (PART 1) (dmlc#1284) * set default shuffle=True for boundedbudgetsampler * fix * fix log condition * use horovod to train transformer * fix * add mirror wmt dataset * fix * rename wmt.txt to wmt.json and remove part of urls * fix * tuning params * use get_repo_url() * update average checkpoint cli * paste result of transformer large * fix * fix logging in train_transformer * fix * fix * fix * add transformer base config Co-authored-by: Hu <huta@a483e74650ff.ant.amazon.com>

* update Dockerfile * fix num_out_files * fix run_electra * Revert "update Dockerfile" This reverts commit 80593a2.

…n3 + Fix conversion tool (dmlc#1292) * update update Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Create requirements.txt Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update requirements.txt update Update README.md Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py fix fix Update test_models_bart.py Update test_models_bart.py Update bart.py update Update __init__.py Update electra.py update update Update convert_bert_from_tf_hub.sh update Update unittests.yml fix conversion update fix bert conversion update fix fix Update __init__.py fix bug fix css Update benchmark_utils.py Update benchmark_utils.py update update Update misc.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py no multiprocessing Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py fix bug Update benchmark_utils.py Update benchmark_utils.py try to use mxnet profiler Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py fix update Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py fix Update benchmark_utils.py Update bart.py Update bart.py fix fix Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_gluonnlp.py Update benchmark_gluonnlp.py Update benchmark_gluonnlp.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update README.md * Update benchmark_utils.py * Update benchmark_utils.py * Update requirements.txt * Update benchmark_utils.py * Update benchmark_utils.py * Update benchmark_utils.py * Update benchmark_utils.py * Update benchmark_utils.py * Update benchmark_utils.py * debug * Update benchmark_utils.py * Update benchmark_gluonnlp.py * Update benchmark_gluonnlp.py * Update benchmark_utils.py * Update pretraining_utils.py * Update benchmark_utils.py * update * Update benchmark_utils.py * Update benchmark_utils.py * fix convert * tiny fix * python3 * fix * lower tolerance for albert large and xlarge * Update benchmark_utils.py * fix xlmr * lower tolerance for albert large * update * Update benchmark_utils.py * Update benchmark_utils.py * Update benchmark_utils.py * Update benchmark_utils.py * fix * Squashed commit of the following: commit bd05969 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Aug 11 23:44:53 2020 +0800 lower tolerance for albert large commit f0f9cd6 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Aug 11 14:59:06 2020 +0800 fix xlmr commit edd6655 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Aug 11 14:49:36 2020 +0800 lower tolerance for albert large and xlarge commit d651730 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Aug 11 14:34:55 2020 +0800 fix commit e097c3b Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Aug 11 14:02:13 2020 +0800 python3 commit d6f3fc4 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Aug 11 14:00:28 2020 +0800 tiny fix commit 93bd659 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Aug 11 13:08:34 2020 +0800 fix convert commit 9238d56 Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Mon Aug 10 21:03:13 2020 -0700 Update benchmark_utils.py commit 9bbc581 Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Mon Aug 10 12:58:04 2020 -0700 Update benchmark_utils.py commit b1f5955 Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Mon Aug 10 11:18:43 2020 -0700 update commit a43e65b Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Mon Aug 10 10:32:55 2020 -0700 Update benchmark_utils.py commit 13db82f Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Mon Aug 10 10:16:46 2020 -0700 Update pretraining_utils.py commit fdd9df5 Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Mon Aug 10 08:49:17 2020 -0700 Update benchmark_utils.py commit 44f9c8b Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Mon Aug 10 05:07:45 2020 -0700 Update benchmark_gluonnlp.py commit 45c58b6 Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Mon Aug 10 05:06:05 2020 -0700 Update benchmark_gluonnlp.py commit f0ae933 Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Mon Aug 10 05:04:41 2020 -0700 Update benchmark_utils.py commit 9735edb Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Mon Aug 10 04:59:58 2020 -0700 debug commit d9daf58 Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Mon Aug 10 04:57:17 2020 -0700 Update benchmark_utils.py commit 9e0f631 Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Mon Aug 10 04:56:52 2020 -0700 Update benchmark_utils.py commit 37f224f Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Mon Aug 10 04:56:06 2020 -0700 Update benchmark_utils.py commit 1cf5c7b Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Mon Aug 10 04:54:34 2020 -0700 Update benchmark_utils.py commit 15272f1 Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Mon Aug 10 04:49:28 2020 -0700 Update benchmark_utils.py commit 8215df6 Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Mon Aug 10 04:48:20 2020 -0700 Update benchmark_utils.py commit 1451f03 Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Mon Aug 10 04:42:21 2020 -0700 Update requirements.txt commit 626739d Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Mon Aug 10 04:38:54 2020 -0700 Update benchmark_utils.py commit 1955197 Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Mon Aug 10 04:31:30 2020 -0700 Update benchmark_utils.py commit 2fd7e3b Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Thu Aug 6 23:56:49 2020 -0700 update update Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Create requirements.txt Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update requirements.txt update Update README.md Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py Update benchmark_hf.py fix fix Update test_models_bart.py Update test_models_bart.py Update bart.py update Update __init__.py Update electra.py update update Update convert_bert_from_tf_hub.sh update Update unittests.yml fix conversion update fix bert conversion update fix fix Update __init__.py fix bug fix css Update benchmark_utils.py Update benchmark_utils.py update update Update misc.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py no multiprocessing Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py fix bug Update benchmark_utils.py Update benchmark_utils.py try to use mxnet profiler Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py fix update Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py fix Update benchmark_utils.py Update bart.py Update bart.py fix fix Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_gluonnlp.py Update benchmark_gluonnlp.py Update benchmark_gluonnlp.py Update benchmark_utils.py Update benchmark_utils.py Update benchmark_utils.py Update README.md * fix squad * fix typo * Update benchmark_utils.py * Update benchmark_hf.py * Update benchmark_gluonnlp.py * Update benchmark_gluonnlp.py * Update benchmark_gluonnlp.py * Update benchmark_utils.py * Update benchmark_gluonnlp.py * update * Update benchmark_gluonnlp.py * Update benchmark_gluonnlp.py * Update benchmark_gluonnlp.py * Update benchmark_gluonnlp.py * Update README.md * update * Update benchmark_hf.py * Update benchmark_hf.py * Update requirements.txt * Update benchmark_hf.py * Delete conversion_tool_test.yml * Update README.md * Update README.md * Update README.md * move python --> python3 * try to fix test * fix test case * add test cases * Update README.md * update * update logging config * fix logging config Co-authored-by: ZheyuYe <zheyu.ye1995@gmail.com>

* set default shuffle=True for boundedbudgetsampler * fix * fix log condition * use horovod to train transformer * fix * add mirror wmt dataset * fix * rename wmt.txt to wmt.json and remove part of urls * fix * tuning params * use get_repo_url() * update average checkpoint cli * paste result of transformer large * fix * fix logging in train_transformer * fix * fix * fix * add transformer base config * fix * change to wmt14/full * print more sacrebleu info * fix * add test for num_parts and update behavior of boundedbudgetsampler with even_size * fix * fix * fix * fix logging when using horovd * udpate doc of train transformer * add test case for fail downloading * add a ShardedIterator * fix * fix * fix * change mpirun to horovodrun * make the horovod command complete * use print(sampler) to cover the codes of __repr__ func * empty commit * add test case test_sharded_iterator_even_size Co-authored-by: Hu <huta@a483e74650ff.ant.amazon.com>

* Update submit-job.py Add LICESE + Examples for batch Update docker image update Update README.md Update README.md Update ubuntu18.04-devel.Dockerfile Update ubuntu18.04-devel.Dockerfile Update ubuntu18.04-devel.Dockerfile update Update ubuntu18.04-devel-gpu.Dockerfile fix Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update submit-job.py Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile update Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile update update Update submit-job.py Update submit-job.py Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile try to fix fix batch Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update submit-job.py Update ubuntu18.04-devel-gpu.Dockerfile simplify bert test add files Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile fix Update ubuntu18.04-devel-gpu.Dockerfile * Update ubuntu18.04-devel-gpu.Dockerfile * try to add back mxnet support * Update ubuntu18.04-devel-gpu.Dockerfile * Update ubuntu18.04-devel-gpu.Dockerfile * update * Update ubuntu18.04-devel-gpu.Dockerfile * Update ubuntu18.04-devel-gpu.Dockerfile * Update ubuntu18.04-devel-gpu.Dockerfile * fix issues * update

…on method (dmlc#1307)

* Squashed commit of the following: commit 7525618 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Fri Aug 21 11:25:38 2020 +0800 Squashed commit of the following: commit d8b68c6 Author: Xingjian Shi <xshiab@connect.ust.hk> Date: Thu Aug 20 08:47:56 2020 -0700 [Numpy] Fix AWS Batch + Add Docker Support (dmlc#1302) * Update submit-job.py Add LICESE + Examples for batch Update docker image update Update README.md Update README.md Update ubuntu18.04-devel.Dockerfile Update ubuntu18.04-devel.Dockerfile Update ubuntu18.04-devel.Dockerfile update Update ubuntu18.04-devel-gpu.Dockerfile fix Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update submit-job.py Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile update Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile update update Update submit-job.py Update submit-job.py Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile try to fix fix batch Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update submit-job.py Update ubuntu18.04-devel-gpu.Dockerfile simplify bert test add files Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile fix Update ubuntu18.04-devel-gpu.Dockerfile * Update ubuntu18.04-devel-gpu.Dockerfile * try to add back mxnet support * Update ubuntu18.04-devel-gpu.Dockerfile * Update ubuntu18.04-devel-gpu.Dockerfile * update * Update ubuntu18.04-devel-gpu.Dockerfile * Update ubuntu18.04-devel-gpu.Dockerfile * Update ubuntu18.04-devel-gpu.Dockerfile * fix issues * update commit 6ae558e Author: ht <wawawa@akane.waseda.jp> Date: Thu Aug 20 23:47:30 2020 +0800 [FEATURE]Horovod support for training transformer (PART 2) (dmlc#1301) * set default shuffle=True for boundedbudgetsampler * fix * fix log condition * use horovod to train transformer * fix * add mirror wmt dataset * fix * rename wmt.txt to wmt.json and remove part of urls * fix * tuning params * use get_repo_url() * update average checkpoint cli * paste result of transformer large * fix * fix logging in train_transformer * fix * fix * fix * add transformer base config * fix * change to wmt14/full * print more sacrebleu info * fix * add test for num_parts and update behavior of boundedbudgetsampler with even_size * fix * fix * fix * fix logging when using horovd * udpate doc of train transformer * add test case for fail downloading * add a ShardedIterator * fix * fix * fix * change mpirun to horovodrun * make the horovod command complete * use print(sampler) to cover the codes of __repr__ func * empty commit * add test case test_sharded_iterator_even_size Co-authored-by: Hu <huta@a483e74650ff.ant.amazon.com> commit 1403c6e Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Fri Aug 21 11:15:44 2020 +0800 update uncased_bert_large commit 733a4b6 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Aug 20 20:16:39 2020 +0800 adjust uncased_bert_large commit 770f079 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Aug 20 15:10:57 2020 +0800 Revert "merge xingjian's" This reverts commit ea1f1aa. commit fe74dda Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Aug 20 14:07:36 2020 +0800 update electra small commit 8972343 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Aug 20 14:00:57 2020 +0800 add command to readme commit 8fcde49 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Aug 20 12:30:47 2020 +0800 revise commit 7a625c4 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Thu Aug 20 12:21:58 2020 +0800 update reamde commit 071c6dd Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Wed Aug 19 17:14:53 2020 +0800 update bert squad command commit ea1f1aa Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Aug 18 18:07:01 2020 +0800 merge xingjian's commit 859ab4d Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Aug 18 17:47:01 2020 +0800 dummy example commit 633e683 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Aug 18 17:36:31 2020 +0800 list_backbone_names commit b4aac59 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Aug 18 17:32:51 2020 +0800 update readme commit 54301d9 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Aug 18 13:59:06 2020 +0800 revise batch squad commit e019e27 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Aug 18 13:58:49 2020 +0800 bash convert commit e01eda0 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Aug 18 11:10:51 2020 +0800 update roberta commit 1730ff7 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Tue Aug 18 10:15:27 2020 +0800 revise submit commit de0b4c9 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Mon Aug 17 16:07:58 2020 +0800 upload batch files commit 175de01 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Mon Aug 17 16:05:02 2020 +0800 fix commit 0460ed3 Author: ZheyuYe <zheyu.ye1995@gmail.com> Date: Mon Aug 17 15:48:52 2020 +0800 upload commands * add mobilebert * replace remote * fix branch * fix typo Co-authored-by: Yuma1L <Yuma1L@Zheyu-mac.local>

* make beam search a hybrid block * use mx.np/mx.npx * early_return default to True

* Update README.md Update README.md Update ubuntu18.04-devel-gpu.Dockerfile Update README.md update Update README.md Update README.md Update README.md use python3 -m Update benchmark_utils.py Update benchmark_utils.py Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile * Update ubuntu18.04-devel-gpu.Dockerfile * Update ubuntu18.04-devel-gpu.Dockerfile * Update ubuntu18.04-devel-gpu.Dockerfile * Update ubuntu18.04-devel-gpu.Dockerfile * update * Update README.md * Update README.md * Update ubuntu18.04-devel-gpu.Dockerfile * Update README.md

…line (dmlc#1308) * [CI] Add GPU pytest + Submit jobs to AWS Batch through GitHub Actions * [CI] Update GPU tests and parameters use * [CI] Update CI pipeline * [CI] Add new line * [CI] Update pytest command for cpu test * [CI] Update use_gpu to ctx + add permissions to test.sh * [CI] Update submitted command * [CI] De-stringify input to mxnet attribute * [CI] Change pull_request event to pull_request_target event * [CI] Add new workflow for GPU unit tests

* [CI] Add GPU pytest + Submit jobs to AWS Batch through GitHub Actions * [CI] Update GPU tests and parameters use * [CI] Update CI pipeline * [CI] Add new line * [CI] Update pytest command for cpu test * [CI] Update use_gpu to ctx + add permissions to test.sh * [CI] Update submitted command * [CI] De-stringify input to mxnet attribute * [CI] Change pull_request event to pull_request_target event * [CI] Add new workflow for GPU unit tests * [CI] Update unittests-gpu.yml * [CI] Update unittests-gpu.yml

Co-authored-by: Ubuntu <ubuntu@ip-10-20-2-34.ec2.internal>

* [CI] Add GPU pytest + Submit jobs to AWS Batch through GitHub Actions * [CI] Update GPU tests and parameters use * [CI] Update CI pipeline * [CI] Add new line * [CI] Update pytest command for cpu test * [CI] Update use_gpu to ctx + add permissions to test.sh * [CI] Update submitted command * [CI] De-stringify input to mxnet attribute * [CI] Change pull_request event to pull_request_target event * [CI] Add new workflow for GPU unit tests * [CI] Update unittests-gpu.yml * [CI] Update unittests-gpu.yml * [CI] Update path of test.sh * [CI] Update path of /test * [CI] Update remote to barry-jin/gluon-nlp * [CI] Update remote to dmlc/gluon-nlp * [CI] Add gpu tests for attention cells, bert, electra + Update README * [CI] Change remote from dmlc to barry-jin * [CI] Bug Fix * [CI] Truncate logs + Add failure test * [CI] Duplicate script to submit test and get logs * [CI] Update unittest-gpu * [CI] Quiet the pip install + Redirect the logs to script.log * [CI] Remove asserts * [CI] Simplify ctx statement * [CI] Simplify ctx statement * [CI] test_multi_head_rel_attn_score failed for gpu test * [CI] Finalize gpu test - change remote from barry-jin to dmlc * Delete submit-test.py * [CI] Update test working directory * [CI] Update AWS Batch job type * [CI] Allow test logs downloading

* fix * logging

* [CI] Fix reference issues * [CI] Fix reference issues * [CI] Fix reference issues

* fix valid candidates issue * replace numpy with mxnet numpy * update gumbel trick Co-authored-by: Ubuntu <ubuntu@ip-10-20-2-34.ec2.internal>

* convert gpt2 model * update * update * Update test_models_gpt2.py Co-authored-by: Hu <huta@a483e74650ff.ant.amazon.com> Co-authored-by: Xingjian Shi <xshiab@connect.ust.hk>

szha · 2020-09-01T19:20:50Z

@liuzh91 I tried changing the base to master and got this error message: There are no new commits between base branch 'master' and head branch 'master'. It might be easier to close this one and create a new branch and PR

liuzh47 requested a review from a team as a code owner November 12, 2019 10:32

eric-haibin-lin reviewed Nov 13, 2019

View reviewed changes

liuzh47 force-pushed the master branch from e502764 to 9df613e Compare November 14, 2019 03:27

leezu force-pushed the master branch from 9df613e to 8d27b82 Compare November 14, 2019 03:50

xiaotinghe requested a review from eric-haibin-lin December 11, 2019 11:29

Sheng Zha and others added 17 commits March 18, 2020 15:31

clean slate for 1.x

de7b23d

Fix bert cfg (dmlc#1245)

982a416

* fix bert cfg * fix lowercase * re-test

fix download

789e2b9

[Numpy] Try to fix the CI (dmlc#1248)

b714eac

* try to fix the CI of the export test * re-enable 3.8 * use skipif to skip the test of python3.8

Pin mxnet version range on CI (dmlc#1257)

e06ff01

[CI] AWS batch job tool for GluonNLP (Part I) (dmlc#1251)

689eba9

* AWS batch job tool for GluonNLP * limit range Co-authored-by: Xingjian Shi <xshiab@connect.ust.hk>

Update codecov action to handle different OS and Python versions (dml…

cd48efd

…c#1254) codecov/codecov-action#80 (comment)

Use Amazon S3 Transfer Acceleration (dmlc#1260)

83e1f13

Fixes to make the CI more stable (dmlc#1265)

ea9152b

* Some fixes to make the CI more stable * add retries * Update tokenizers.py

Update for Block API (dmlc#1261)

70a1887

- Remove params and prefix arguments for MXNet 2 and update parameter sharing implementation - Remove Block.name_scope() for MXNet 2 - Remove self.params.get() and self.params.get_constant()

Fix parameter share regex (dmlc#1267)

9d83fe6

Add fp16 support for Bert QA inference (dmlc#1264)

4743afc

* Add fp16 support for Bert QA inference * change cfg dtype setting from run_squad script * pass dtype as argument to get_backbone

[CI] update batch to gluonnlp-dev (dmlc#1268)

e78a24e

* update batch to gluonnlp-dev * add more types

szha and others added 10 commits July 27, 2020 20:21

add subversion/wget to docker, add readme (dmlc#1279)

4d43f82

[Numpy] Fix SQuAD + Fix GLUE downloading (dmlc#1280)

033214e

* Update run_squad.py * Update run_squad.py * Update prepare_glue.py

[DOC] Add the basic documentation for the embedding API (dmlc#1281)

7e1f9d0

This does not yet include the fully functional Makefile with the docs_local target so that the notebook compilation step can be executed.

Fix gelu (dmlc#1287)

20af58f

* fix leaky_relu * update mxnet as 0b20200802

fix prepare_openwebtext (dmlc#1289)

ded0f99

Fix electra (dmlc#1291)

9e268c0

* update Dockerfile * fix num_out_files * fix run_electra * Revert "update Dockerfile" This reverts commit 80593a2.

szha changed the base branch from master to v0.x August 13, 2020 02:18

liuzh47 force-pushed the master branch from 8d27b82 to 32e87d4 Compare August 20, 2020 03:53

hutao965 and others added 16 commits August 20, 2020 08:47

minor fix for run_electra.py & remove hybridization in the constructi…

d17ec4c

…on method (dmlc#1307)

[MODEL] make beam search a hybrid block (dmlc#1310)

d93356f

* make beam search a hybrid block * use mx.np/mx.npx * early_return default to True

automatically generate date suffix for dev versions (dmlc#1314)

dca17ee

fix typo (dmlc#1317)

39ec921

Co-authored-by: Ubuntu <ubuntu@ip-10-20-2-34.ec2.internal>

fix typo (dmlc#1318)

970318d

Co-authored-by: Ubuntu <ubuntu@ip-10-20-2-34.ec2.internal>

fix dmlc#1315 (dmlc#1319)

66e5e05

* fix * logging

[CI] Fix Source Reference Issues (dmlc#1332)

ff95fb4

* [CI] Fix reference issues * [CI] Fix reference issues * [CI] Fix reference issues

[BUGFIX] fix valid candidates issue (dmlc#1323)

1bd85b6

* fix valid candidates issue * replace numpy with mxnet numpy * update gumbel trick Co-authored-by: Ubuntu <ubuntu@ip-10-20-2-34.ec2.internal>

[MODEL] convert gpt2 model (dmlc#1328)

189bbdc

* convert gpt2 model * update * update * Update test_models_gpt2.py Co-authored-by: Hu <huta@a483e74650ff.ant.amazon.com> Co-authored-by: Xingjian Shi <xshiab@connect.ust.hk>

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[Bug Fix] trainer.update(1) should be used after loss.mean() is called#1000

[Bug Fix] trainer.update(1) should be used after loss.mean() is called#1000
liuzh47 wants to merge 49 commits intodmlc:v0.xfrom
liuzh47:master

liuzh47 commented Nov 12, 2019

Uh oh!

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