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Fix parallel states of MoE. #11404

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@github-actions github-actions bot added the core Changes to NeMo Core label Nov 26, 2024
@Victarry Victarry force-pushed the denliu/fix_moe_parallel_states branch from beb5096 to b6a325f Compare November 26, 2024 03:07
@Victarry Victarry force-pushed the denliu/fix_moe_parallel_states branch from b6a325f to 7126f8d Compare November 26, 2024 03:20
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beep boop 🤖: 🙏 The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.


Your code was analyzed with PyLint. The following annotations have been identified:

************* Module nemo.collections.multimodal.models.vision_language_foundation.clip.megatron_clip_models
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:667:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:671:0: C0301: Line too long (149/119) (line-too-long)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:723:0: C0301: Line too long (126/119) (line-too-long)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:939:0: C0301: Line too long (131/119) (line-too-long)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1405:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1420:0: C0301: Line too long (155/119) (line-too-long)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1435:0: C0301: Line too long (137/119) (line-too-long)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:111:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:169:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:273:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:281:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:323:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:337:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:382:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:391:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:413:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:422:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:438:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:448:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:468:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:572:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:877:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:881:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:935:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1158:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1192:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1198:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1220:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1310:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1313:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1317:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1444:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1480:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.models.language_modeling.megatron_lm_encoder_decoder_model
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:102:0: C0301: Line too long (144/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:138:0: C0301: Line too long (126/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:231:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:253:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:261:0: C0301: Line too long (180/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:263:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:537:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:562:0: C0301: Line too long (146/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:563:0: C0301: Line too long (124/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:579:0: C0301: Line too long (180/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:619:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:647:0: C0301: Line too long (150/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:648:0: C0301: Line too long (127/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:800:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:924:0: C0301: Line too long (145/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:992:0: C0301: Line too long (136/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:993:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1162:0: C0301: Line too long (125/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1228:0: C0301: Line too long (149/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1235:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1248:0: C0301: Line too long (143/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1351:0: C0301: Line too long (129/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1353:0: C0301: Line too long (151/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1355:0: C0301: Line too long (166/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1356:0: C0301: Line too long (144/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1358:0: C0301: Line too long (138/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1359:0: C0301: Line too long (130/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1396:0: C0301: Line too long (149/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1422:0: C0301: Line too long (143/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1715:0: C0301: Line too long (125/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1743:0: C0301: Line too long (128/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:258:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:349:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:512:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:519:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:560:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:661:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:904:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1045:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1172:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1202:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.core.optim.optimizer_with_main_params
nemo/core/optim/optimizer_with_main_params.py:91:0: C0301: Line too long (140/119) (line-too-long)
nemo/core/optim/optimizer_with_main_params.py:96:0: C0301: Line too long (149/119) (line-too-long)
nemo/core/optim/optimizer_with_main_params.py:195:0: C0301: Line too long (140/119) (line-too-long)
nemo/core/optim/optimizer_with_main_params.py:200:0: C0301: Line too long (149/119) (line-too-long)
nemo/core/optim/optimizer_with_main_params.py:149:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/core/optim/optimizer_with_main_params.py:153:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/core/optim/optimizer_with_main_params.py:403:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/core/optim/optimizer_with_main_params.py:446:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/core/optim/optimizer_with_main_params.py:450:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/core/optim/optimizer_with_main_params.py:467:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/core/optim/optimizer_with_main_params.py:473:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/core/optim/optimizer_with_main_params.py:493:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/core/optim/optimizer_with_main_params.py:509:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/core/optim/optimizer_with_main_params.py:513:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/core/optim/optimizer_with_main_params.py:516:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.lightning.megatron_parallel
nemo/lightning/megatron_parallel.py:238:0: C0301: Line too long (127/119) (line-too-long)
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nemo/lightning/megatron_parallel.py:546:0: C0301: Line too long (129/119) (line-too-long)
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nemo/lightning/megatron_parallel.py:1610:0: C0301: Line too long (128/119) (line-too-long)
nemo/lightning/megatron_parallel.py:1649:0: C0301: Line too long (146/119) (line-too-long)
nemo/lightning/megatron_parallel.py:64:0: C0115: Missing class docstring (missing-class-docstring)
nemo/lightning/megatron_parallel.py:65:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:67:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:102:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:106:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:306:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:330:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:356:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:382:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:518:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:561:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:565:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:621:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:657:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:664:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:698:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:706:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:722:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:749:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:761:0: C0115: Missing class docstring (missing-class-docstring)
nemo/lightning/megatron_parallel.py:783:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:1303:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:1478:0: C0115: Missing class docstring (missing-class-docstring)
nemo/lightning/megatron_parallel.py:1484:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:1490:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:1494:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:1499:0: C0115: Missing class docstring (missing-class-docstring)
nemo/lightning/megatron_parallel.py:1504:0: C0115: Missing class docstring (missing-class-docstring)
nemo/lightning/megatron_parallel.py:1532:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:1578:8: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:1600:0: C0115: Missing class docstring (missing-class-docstring)
nemo/lightning/megatron_parallel.py:1673:0: C0115: Missing class docstring (missing-class-docstring)
nemo/lightning/megatron_parallel.py:1712:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/megatron_parallel.py:1726:0: C0116: Missing function or method docstring (missing-function-docstring)

-----------------------------------
Your code has been rated at 9.45/10

Thank you for improving NeMo's documentation!

@Victarry Victarry closed this Nov 26, 2024
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