1803 Commits (82b25524ffecf6dc2f44744c48898a1910de55db)

Author	SHA1	Message	Date
Baizhou Zhang	ed4c448488	[pipeline] rewrite t5 tests & support multi-tensor transmitting in pipeline (#4388) ... * fix remaining t5 bugs/rewrite t5 tests * fix multi-tensor communication in pipeline * rearrange test_config * fix keyerror in sync_shared_params * fix get_held_layers & Randomnizer, complete t5 tests * erase printing * fix get_held_layers through modifying _release_unheld_layers * fix _get_recursive_held_layers bug	1 year ago
flybird1111	906426cb44	[Shardformer] Merge flash attention branch to pipeline branch (#4362) ... * [shardformer] supported flash attention test dependency (#4158) * [shardformer] fix flash attention utils test (#4180) * [shardformer] opt support flash attention (#4163) * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] move to modeling * [shardformer] move to modeling * [shardformer] add performance benchmark of shardformer (#4175) * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] benchmark fix * [shardformer] benchmark fix * [shardformer] llama support flash attention (#4185) * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] move to modeling * [shardformer] move to modeling * [shardformer] llama support flash attention * [shardformer] llama support flash attention * [shardformer] Move the import statement for xformer outside the forward function. * [shardformer] gpt2 support flash attention. (#4191) * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] move to modeling * [shardformer] move to modeling * [shardformer] gpt2 support flash attention * [shardformer] gpt2 support flash attention * [shardformer] gpt2 support flash attention * [shardformer] bloom support flash attention (#4188) * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] move to modeling * [shardformer] move to modeling * [shardformer] bloom suport flash attention * [shardformer] add assert to sequence length * [shardformer] fix * [shardformer] fix * [shardformer] fix * [shardformer] bert support flash attention. (#4206) * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] move to modeling * [shardformer] move to modeling * [shardformer] bert support flash attention * [shardformer] t5 support flash attention. (#4216) * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] move to modeling * [shardformer] move to modeling * [shardformer] t5 support flash attention * [shardformer] t5 support flash attention * fix typo * fix typo * fix typo * fix typo * fix typo * fix typo * [shardformer] support 'paddedcausal' type of attention mask in Coloattention. (#4215) * added padded causal attn mask type for ColoAttention * [shardformer]t5 flash attention fix (#4239) * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] move to modeling * [shardformer] move to modeling * [shardformer] t5 flash attention fix * [shardformer] update gpt2 to use coloattention. (#4234) * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] move to modeling * [shardformer] move to modeling * [shardformer] update gpt2 to use coloattention * [shardformer] update gpt2 to use coloattention * [shardformer] update gpt2 to use coloattention * [shardformer] update gpt2 to use coloattention * [shardformer] update gpt2 * [shardformer] update opt and llama to use coloattention. (#4226) * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] move to modeling * [shardformer] move to modeling * update opt to use coloattention * [shardformer]update opt to use coloattention * [shardformer]update opt to use coloattention * [shardformer]update opt to use coloattention * [shardformer]update opt to use coloattention * [shardformer]update opt to use coloattention * [shardformer]update opt to use coloattention * [shardformer]update opt * [shardformer] shardformer support jit fused operator. (#4236) * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] opt support flash attention * [shardformer] move to modeling * [shardformer] move to modeling * [shardformer] bloom support jit fused operator * [shardformer] bloom support jit fused operator * [shardformer] bloom support jit fused operator * [shardformer] t5 support jit fused operator * [shardformer] t5 support jit fused operator * [shardformer] t5 support jit fused operator * [shardformer] add roadmap of flash attention * [shardformer] add roadmap of flash attention * [shardformer] add roadmap of flash attention * [shardformer] add type hint to 'self' param of forward * [shardformer] merge feature/shardformer-models branch to feature/flash-attention-shardformer branch. (#4290) * Feature/vit support (#4182) * [shardformer] added tests * [shardformer] vit test finish and support * fix attention dropout * [shardformer] support SAM (#4231) * 1.support sam 2.add fused qkv for nn.Linear * update utils support set element in list * overtwrite SamVisionAttention foward to use DropoutForParallelInput * remove unused code * [shardformer] support whisper (#4212) * support whisper * fix bug in vocabembedding * support downstream model of whisper * update readme * Feature/chatglm (#4240) * [shardformer] added tests * [shardformer] vit test finish and support * [shardformer] chatglm ready * import chatglm * [shardformer] add test kit in model zoo for chatglm * [sharformer] add first version of policy of chatglm * [shardformer] polish chatglm code * [shardformer] polish code * [shardformer] support chatglm without layernorm * [shardformer] chatglm shard without mlp sharding * [shardformer] delete some file * [shardformer] ChatGLM support layernorm sharding * [shardformer] register without auto policy * [shardformer] pre-commit check files * [shardformer] fix chatglm configuration with pre-commit --------- Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com> Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com> * [shardformer] whisper support flash attention (#4301) * Feature/vit support (#4182) * [shardformer] added tests * [shardformer] vit test finish and support * fix attention dropout * [shardformer] support SAM (#4231) * 1.support sam 2.add fused qkv for nn.Linear * update utils support set element in list * overtwrite SamVisionAttention foward to use DropoutForParallelInput * remove unused code * [shardformer] support whisper (#4212) * support whisper * fix bug in vocabembedding * support downstream model of whisper * update readme * Feature/chatglm (#4240) * [shardformer] added tests * [shardformer] vit test finish and support * [shardformer] chatglm ready * import chatglm * [shardformer] add test kit in model zoo for chatglm * [sharformer] add first version of policy of chatglm * [shardformer] polish chatglm code * [shardformer] polish code * [shardformer] support chatglm without layernorm * [shardformer] chatglm shard without mlp sharding * [shardformer] delete some file * [shardformer] ChatGLM support layernorm sharding * [shardformer] register without auto policy * [shardformer] pre-commit check files * [shardformer] fix chatglm configuration with pre-commit * [shardformer] whisper support flash attention * [shardformer] whisper support flash attention * [shardformer]whisper support jit operator --------- Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com> Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com> * [shardformer] sam support flash attention (#4316) * Feature/vit support (#4182) * [shardformer] added tests * [shardformer] vit test finish and support * fix attention dropout * [shardformer] support SAM (#4231) * 1.support sam 2.add fused qkv for nn.Linear * update utils support set element in list * overtwrite SamVisionAttention foward to use DropoutForParallelInput * remove unused code * [shardformer] support whisper (#4212) * support whisper * fix bug in vocabembedding * support downstream model of whisper * update readme * Feature/chatglm (#4240) * [shardformer] added tests * [shardformer] vit test finish and support * [shardformer] chatglm ready * import chatglm * [shardformer] add test kit in model zoo for chatglm * [sharformer] add first version of policy of chatglm * [shardformer] polish chatglm code * [shardformer] polish code * [shardformer] support chatglm without layernorm * [shardformer] chatglm shard without mlp sharding * [shardformer] delete some file * [shardformer] ChatGLM support layernorm sharding * [shardformer] register without auto policy * [shardformer] pre-commit check files * [shardformer] fix chatglm configuration with pre-commit * [shardformer] sam support flash attention --------- Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com> Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com> * [shardformer] merge blip2/chatglm (#4321) * Feature/vit support (#4182) * [shardformer] added tests * [shardformer] vit test finish and support * fix attention dropout * [shardformer] support SAM (#4231) * 1.support sam 2.add fused qkv for nn.Linear * update utils support set element in list * overtwrite SamVisionAttention foward to use DropoutForParallelInput * remove unused code * [shardformer] support whisper (#4212) * support whisper * fix bug in vocabembedding * support downstream model of whisper * update readme * Feature/chatglm (#4240) * [shardformer] added tests * [shardformer] vit test finish and support * [shardformer] chatglm ready * import chatglm * [shardformer] add test kit in model zoo for chatglm * [sharformer] add first version of policy of chatglm * [shardformer] polish chatglm code * [shardformer] polish code * [shardformer] support chatglm without layernorm * [shardformer] chatglm shard without mlp sharding * [shardformer] delete some file * [shardformer] ChatGLM support layernorm sharding * [shardformer] register without auto policy * [shardformer] pre-commit check files * [shardformer] fix chatglm configuration with pre-commit * [shardformer] added tests * [shardformer] vit test finish and support * import chatglm * [shardformer] add test kit in model zoo for chatglm * [sharformer] add first version of policy of chatglm * [shardformer] polish chatglm code * [shardformer] polish code * [shardformer] support chatglm without layernorm * [shardformer] delete some file * [shardformer] ChatGLM support layernorm sharding * [shardformer] register without auto policy * [shardformer] pre-commit check files * [shardformer] support ChatGLMForConditionalGeneration & add fusedlayernorm for vit * [shardformer] support Blip2 (#4243) * support base blip2 * add support for downstream blip2 model * update readme * add forward injection * skip not compatible models test * fix test for gemini and low_level_zero_pugin --------- Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com> Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com> Co-authored-by: klhhhhh <1412841649@qq.com> * [shardformer] blip2 support flash attention and jit operator (#4325) * Feature/vit support (#4182) * [shardformer] added tests * [shardformer] vit test finish and support * fix attention dropout * [shardformer] support SAM (#4231) * 1.support sam 2.add fused qkv for nn.Linear * update utils support set element in list * overtwrite SamVisionAttention foward to use DropoutForParallelInput * remove unused code * [shardformer] support whisper (#4212) * support whisper * fix bug in vocabembedding * support downstream model of whisper * update readme * Feature/chatglm (#4240) * [shardformer] added tests * [shardformer] vit test finish and support * [shardformer] chatglm ready * import chatglm * [shardformer] add test kit in model zoo for chatglm * [sharformer] add first version of policy of chatglm * [shardformer] polish chatglm code * [shardformer] polish code * [shardformer] support chatglm without layernorm * [shardformer] chatglm shard without mlp sharding * [shardformer] delete some file * [shardformer] ChatGLM support layernorm sharding * [shardformer] register without auto policy * [shardformer] pre-commit check files * [shardformer] fix chatglm configuration with pre-commit * [shardformer] added tests * [shardformer] vit test finish and support * import chatglm * [shardformer] add test kit in model zoo for chatglm * [sharformer] add first version of policy of chatglm * [shardformer] polish chatglm code * [shardformer] polish code * [shardformer] support chatglm without layernorm * [shardformer] delete some file * [shardformer] ChatGLM support layernorm sharding * [shardformer] register without auto policy * [shardformer] pre-commit check files * [shardformer] support ChatGLMForConditionalGeneration & add fusedlayernorm for vit * [shardformer] support Blip2 (#4243) * support base blip2 * add support for downstream blip2 model * update readme * add forward injection * skip not compatible models test * fix test for gemini and low_level_zero_pugin * [shardformer] blip2 support flash attention and jit operator * [shardformer] blip2 support flash attention and jit operator * [shardformer] blip2 support flash attention and jit operator --------- Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com> Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com> Co-authored-by: klhhhhh <1412841649@qq.com> * [shardformer] chatglm support flash attention and jit operator (#4330) * Feature/vit support (#4182) * [shardformer] added tests * [shardformer] vit test finish and support * fix attention dropout * [shardformer] support SAM (#4231) * 1.support sam 2.add fused qkv for nn.Linear * update utils support set element in list * overtwrite SamVisionAttention foward to use DropoutForParallelInput * remove unused code * [shardformer] support whisper (#4212) * support whisper * fix bug in vocabembedding * support downstream model of whisper * update readme * Feature/chatglm (#4240) * [shardformer] added tests * [shardformer] vit test finish and support * [shardformer] chatglm ready * import chatglm * [shardformer] add test kit in model zoo for chatglm * [sharformer] add first version of policy of chatglm * [shardformer] polish chatglm code * [shardformer] polish code * [shardformer] support chatglm without layernorm * [shardformer] chatglm shard without mlp sharding * [shardformer] delete some file * [shardformer] ChatGLM support layernorm sharding * [shardformer] register without auto policy * [shardformer] pre-commit check files * [shardformer] fix chatglm configuration with pre-commit * [shardformer] added tests * [shardformer] vit test finish and support * import chatglm * [shardformer] add test kit in model zoo for chatglm * [sharformer] add first version of policy of chatglm * [shardformer] polish chatglm code * [shardformer] polish code * [shardformer] support chatglm without layernorm * [shardformer] delete some file * [shardformer] ChatGLM support layernorm sharding * [shardformer] register without auto policy * [shardformer] pre-commit check files * [shardformer] support ChatGLMForConditionalGeneration & add fusedlayernorm for vit * [shardformer] support Blip2 (#4243) * support base blip2 * add support for downstream blip2 model * update readme * add forward injection * skip not compatible models test * fix test for gemini and low_level_zero_pugin * [shardformer] chatglm support flash attention and jit operator * [shardformer] chatglm support flash attention and jit operator * [shardformer] chatglm support flash attention and jit operator * [shardformer] chatglm support flash attention and jit operator --------- Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com> Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com> Co-authored-by: klhhhhh <1412841649@qq.com> * [shardformer] vit support flash attention and jit operator (#4334) * Feature/vit support (#4182) * [shardformer] added tests * [shardformer] vit test finish and support * fix attention dropout * [shardformer] support SAM (#4231) * 1.support sam 2.add fused qkv for nn.Linear * update utils support set element in list * overtwrite SamVisionAttention foward to use DropoutForParallelInput * remove unused code * [shardformer] support whisper (#4212) * support whisper * fix bug in vocabembedding * support downstream model of whisper * update readme * Feature/chatglm (#4240) * [shardformer] added tests * [shardformer] vit test finish and support * [shardformer] chatglm ready * import chatglm * [shardformer] add test kit in model zoo for chatglm * [sharformer] add first version of policy of chatglm * [shardformer] polish chatglm code * [shardformer] polish code * [shardformer] support chatglm without layernorm * [shardformer] chatglm shard without mlp sharding * [shardformer] delete some file * [shardformer] ChatGLM support layernorm sharding * [shardformer] register without auto policy * [shardformer] pre-commit check files * [shardformer] fix chatglm configuration with pre-commit * [shardformer] added tests * [shardformer] vit test finish and support * import chatglm * [shardformer] add test kit in model zoo for chatglm * [sharformer] add first version of policy of chatglm * [shardformer] polish chatglm code * [shardformer] polish code * [shardformer] support chatglm without layernorm * [shardformer] delete some file * [shardformer] ChatGLM support layernorm sharding * [shardformer] register without auto policy * [shardformer] pre-commit check files * [shardformer] support ChatGLMForConditionalGeneration & add fusedlayernorm for vit * [shardformer] support Blip2 (#4243) * support base blip2 * add support for downstream blip2 model * update readme * add forward injection * skip not compatible models test * fix test for gemini and low_level_zero_pugin * [shardformer] vit support flash attention and jit operator * [shardformer] vit support flash attention and jit operator --------- Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com> Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com> Co-authored-by: klhhhhh <1412841649@qq.com> * [pipeline] merge flash attention branch * [pipeline] merge flash attention branch * [pipeline] merge flash attention branch * [pipeline] fix conflict * [pipeline] fix conflict * Merge branch 'feature/pipeline' into feature/pipeline * Merge branch 'feature/pipeline' into feature/pipeline * Merge branch 'feature/pipeline' into feature/pipeline * activate checks * activate checks * activate checks * activate checks * activate checks * activate checks * activate checks * activate checks * fix flash attention tests * gemini ignore whisper * fix vit * fix xformers import handle --------- Co-authored-by: Frank Lee <somerlee.9@gmail.com> Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com> Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com> Co-authored-by: klhhhhh <1412841649@qq.com>	1 year ago
Jianghai	a88e92251d	[pipeline] add chatglm (#4363) ... * add pipeline policy and bert forward to be done * add bertmodel pipeline forward and make tests * add Bert_Policy and test for policy * update formatting * update formatting * update the code * fix bugs * fix name confilt * add bloom model and policy ,revise the base class of policy * revise * revision * add bert_for_pretraining * add bert_for_pretraining forward and policy * fix typos * cancel warning * change the imediate output to default dict * change the default output of get_shared_params * add chatglm * add * chatglm * chatglm * finish chatglm * deletes * fix rmsnorm * chatglm * fix chatglm shard * init	1 year ago
Baizhou Zhang	b1feeced8e	[shardformer] add util functions for shardformer tests/fix sync_shared_param (#4366) ... * add util functions for shardformer tests & rewrite gpt2 test * fix shared_params & embedding/merging * fix precision	1 year ago
FoolPlayer	726541afe2	update some module with new api version	1 year ago
FoolPlayer	879301d0da	[shardformer] support Blip2 (#4243) ... * support base blip2 * add support for downstream blip2 model * update readme * add forward injection * skip not compatible models test * fix test for gemini and low_level_zero_pugin	1 year ago
klhhhhh	8120eca0c0	[shardformer] support ChatGLMForConditionalGeneration & add fusedlayernorm for vit	1 year ago
klhhhhh	91850fe984	[shardformer] register without auto policy	1 year ago
klhhhhh	1a29e8fc29	[shardformer] polish chatglm code	1 year ago
klhhhhh	8620009dd7	[sharformer] add first version of policy of chatglm	1 year ago
Kun Lin	ed34bb1310	Feature/chatglm (#4240) ... * [shardformer] added tests * [shardformer] vit test finish and support * [shardformer] chatglm ready * import chatglm * [shardformer] add test kit in model zoo for chatglm * [sharformer] add first version of policy of chatglm * [shardformer] polish chatglm code * [shardformer] polish code * [shardformer] support chatglm without layernorm * [shardformer] chatglm shard without mlp sharding * [shardformer] delete some file * [shardformer] ChatGLM support layernorm sharding * [shardformer] register without auto policy * [shardformer] pre-commit check files * [shardformer] fix chatglm configuration with pre-commit	1 year ago
FoolPlayer	9ee4ebea83	[shardformer] support whisper (#4212) ... * support whisper * fix bug in vocabembedding * support downstream model of whisper * update readme	1 year ago
FoolPlayer	dd2bf02679	[shardformer] support SAM (#4231) ... * 1.support sam 2.add fused qkv for nn.Linear * update utils support set element in list * overtwrite SamVisionAttention foward to use DropoutForParallelInput * remove unused code	1 year ago
Kun Lin	c59d7aca09	Feature/vit support (#4182) ... * [shardformer] added tests * [shardformer] vit test finish and support * fix attention dropout	1 year ago
Baizhou Zhang	0ceec8f9a9	[pipeline] support fp32 for HybridPlugin/merge shardformer test and pipeline test into one file (#4354) ... * add naive optimizer for 3DPlugin/refactor gpt2 shardformer test * merge tests of PP/DP/TP combinations into one test file * fix bug when sync grad for dp in HybridPlugin * update supported precisions for 3DPlugin/fix bug when shifting tp_degree * improve the passing of lazy_init * modify lazy_init/use sync_shared_params	1 year ago
Jianghai	f13954cd58	[pipeline] refactor test pipeline and remove useless utils in pipeline (#4324) ... * refactor tests * refactor bloom model * finish policy tests * refactor tests * fix test pure pipeline * remove test pipeline and cutdown launch process * refactor tests * refactor bloom model * finish policy tests * refactor tests * fix test pure pipeline * remove test pipeline and cutdown launch process	1 year ago
Baizhou Zhang	da3cef27ad	[pipeline] fix return_dict/fix pure_pipeline_test (#4331)	1 year ago
Hongxin Liu	261eab02fb	[plugin] add 3d parallel plugin (#4295) ... * [amp] add mixed precision optimizer * [plugin] add 3d parallel plugin * [booster] support pipeline * [plugin] 3d parallel plugin support clip grad norm * [shardformer] fix sharder and add plugin test * [plugin] rename 3d parallel plugin * [ci] support testmon core pkg change detection (#4305) * [hotfix] debug testmon * [hotfix] fix llama * [hotfix] fix p2p bugs * [hotfix] fix requirements	1 year ago
FoolPlayer	b3f5d7a3ba	[shardformer] support pipeline base vit model (#4284) ... * Feature/vit support (#4182) * [shardformer] added tests * [shardformer] vit test finish and support * fix attention dropout * support base vit pipeline * support vit downstream model * fix vit shard test * modify hidden states return type --------- Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com>	1 year ago
Baizhou Zhang	083d7da33d	[pipeline] add pipeline support for all T5 models (#4310) ... * complete policy for T5Model & T5ForConditionalGeneration * modify function signature in forwards * add forward for T5model * add forward for T5ForConditionalGeneration * fix a bug * fix hidden_states transporting in decoder * fix the passing of encoder_outputs	1 year ago
Jianghai	d0807122e2	[pipeline] test pure pipeline process using llama (#4218) ... * bloom policy * llama pipeline forward and tests * fix the output and attention_mask * fix name * bind argument to policy * Revert "bloom policy" This reverts commit 8dee68a0a2. This policy should be revert and copied to feature/bloom * revert the bloom changes * cancel unneeded inputs * gpt * finish llama * causal lm and sequence classification * revision * add pure pipeline test * fixed version * fixed version * pure pipeline	1 year ago
Baizhou Zhang	36e546b2cc	[pipeline] add pipeline support for T5Stack/T5EncoderModel (#4300) ... * modify t5 policy & add test * pipeline stage distribution for t5 * complete t5 base policy * t5 stack: halfway * modify gpt2 pipeline test * complete pipeline forward for T5Stack/T5EncoderModel * fix docstring * move t5 util tests to test_pipeline	1 year ago
Jianghai	18ebcf406a	[pipeline] reformat for unified design (#4283) ... * bert_reformat * reformat * reformat * fix a typo * format * format * fix bug	1 year ago
Jianghai	0a8f3c851a	[hotfix] fix opt pipeline (#4293) ... * opt forward and test * pause * finish opt model pipeline * finish opt pipeline * opt forward and test * pause * finish opt model pipeline * finish opt pipeline * fix opt * set transformers version * refactor the test pipeline * fix bug	1 year ago
Jianghai	d8408d185c	[pipeline] OPT model pipeline (#4258) ... * opt forward and test * pause * finish opt model pipeline * finish opt pipeline * opt forward and test * pause * finish opt model pipeline * finish opt pipeline * fix opt * set transformers version * refactor the test pipeline	1 year ago
Baizhou Zhang	b774d5ea0f	[pipeline] refactor gpt2 pipeline forwards (#4287) ... * move gpt2 pipeline forwards to modeling folder * check pipeline status when adding replacing policy * fix typehint * fix arguments processing in gpt2_model_forward	1 year ago
Hongxin Liu	d921ce8391	[shardformer] support inplace sharding (#4251) ... * [shardformer] embedding support inplace sharding * [shardformer] linear support inplace sharding * [shardformer] layernorm support inplace sharding * [shardformer] qkv support inplace sharding * [test] update shardformer layer test * [shardformer] fix shared param sharding * [shardformer] fix bert policy * [shardformer] fix bloom policy * [shardformer] fix llama policy * [shardformer] fix opt policy * [shardformer] fix t5 policy * [shardformer] fix fused qkv linear * [shardformer] fix bugs * force sync * [test] fix bugs * [test] fix transformer version	1 year ago
Baizhou Zhang	2a2eacfaf1	[pipeline] support shardformer for GPT2ForQuestionAnswering & complete pipeline support for GPT2 (#4245) ... * change for transformers loggers * add forward for GPT2ForQuestionAnswering * fix assert * fix torchrec test	1 year ago
Jianghai	34f0e34a4c	[pipeline] finish bloom models pipeline and tests (#4223) ... * bloom policy * llama pipeline forward and tests * fix the output and attention_mask * fix name * bind argument to policy * finish bloom model * test shard gpt2 * clear cache * support all bloom models * add bloom models policies * finish bloom pipeline and tests * add set pipeline * finish bloom	1 year ago
Jianghai	e7cc62d735	[pipeline] All bert models (#4233) ... * bloom policy * llama pipeline forward and tests * fix the output and attention_mask * fix name * bind argument to policy * Revert "bloom policy" This reverts commit 8dee68a0a2. This policy should be revert and copied to feature/bloom * revert the bloom changes * cancel unneeded inputs * gpt * finish llama * causal lm and sequence classification * revision * add pure pipeline test * finish some bert models * finish all bert models * finish bert tests * fix bugs * fix bugs * fix test pipeline * fix data gen for qa * update the set pipeline forward * shared params * fix bugs	1 year ago
Baizhou Zhang	a14d352088	[pipeline] add pipeline forward for variants of gpt2 (#4238) ... * add forward for GPTLMHeadModel * add test for gpt_lm * arranging get_held_layers method * arrange forward replacement * add forward for GPT2ForTokenClassification * add forward for GPT2ForSequenceClassification * fix test_shard_gpt2.py * add GPT2DoubleHeadsmodel & fix bugs * add id checking in get_shared_params	1 year ago
Hongxin Liu	7e4de520e1	[shardformer] fix base policy (#4229)	1 year ago
Baizhou Zhang	208ac8f2ba	[pipeline] Add Pipeline Forward for GPT2Model Shardformer (#4224) ... * * fix typehint & docstring in sharder.py * * update pipeline forward for GPT2Model * * add test for pipeline forward of GPT2Model * * add cache cleaning in gpt2 test * * change assert to raise command	1 year ago
Jianghai	37d22f6878	[pipeline] add bloom model pipeline (#4210) ... * bloom policy * llama pipeline forward and tests * fix the output and attention_mask * fix name * bind argument to policy * finish bloom model * test shard gpt2 * clear cache	1 year ago
Jianghai	31bcf867ae	[pipeline] Llama causal lm and llama for sequence classification pipeline (#4208) ... * bloom policy * llama pipeline forward and tests * fix the output and attention_mask * fix name * bind argument to policy * Revert "bloom policy" This reverts commit 8dee68a0a2. This policy should be revert and copied to feature/bloom * revert the bloom changes * cancel unneeded inputs * gpt * finish llama * causal lm and sequence classification * revision	1 year ago
Jianghai	1622031058	[pipeline] Llama pipeline (#4205) ... * bloom policy * llama pipeline forward and tests * fix the output and attention_mask * fix name * bind argument to policy * Revert "bloom policy" This reverts commit 8dee68a0a2. This policy should be revert and copied to feature/bloom * revert the bloom changes * cancel unneeded inputs * gpt	1 year ago
Jianghai	1094e0f0d3	[pipeline] Bert pipeline for shardformer and its tests (#4197) ... * add pipeline forward * complete pipeline forward check * fix bert forward without pipeline * fix comments * discard useless line * add todo * clean prints * fix distribute layers	1 year ago
Hongxin Liu	890774b2fb	[shardformer] support lazy init (#4202) ... * [shardformer] support lazy init * [shardformer] linear support lazy init * [shardformer] embedding support lazy init * [shardformer] norm support lazy init * [shardformer] fused linear support lazy init * [test] update shardformer test layer * [test] shardformer with lazy init fit ddp * [lazy] hotfix deepcopy of param * [shardformer] fix bert policy and update test * [shardformer] fix bloom policy and update test * [shardformer] fix opt policy and update test * [shardformer] fix t5 policy and update test * [shardformer] fix gpt2 policy and update test * [shardformer] fix llama policy and update test	1 year ago
Jianghai	f3bcc292c8	[pipeline] move bert related pipeline components to shardformer (#4187) ... * move bert related pipeline components to shardformer * fix bugs * revision * fix bert model tests * fix bert_lm_head model tests * fix tests * fix tests * done checks * skip bloom	1 year ago
Jianghai	c5ea728016	[pipeline] add bert_for_pretraining bert_lmhead forward and policy (#4172) ... * add pipeline policy and bert forward to be done * add bertmodel pipeline forward and make tests * add Bert_Policy and test for policy * update formatting * update formatting * update the code * fix bugs * fix name confilt * add bloom model and policy ,revise the base class of policy * revise * revision * add bert_for_pretraining * add bert_for_pretraining forward and policy * fix typos * cancel warning * change the imediate output to default dict * change the default output of get_shared_params	1 year ago
ver217	d35bd7d0e6	[shardformer] fix type hint	1 year ago
ver217	1ed3f8a24f	[shardformer] rename policy file name	1 year ago
ver217	b0b8ad2823	[pipeline] update shardformer docstring	1 year ago
ver217	59f6f573f1	[pipeline] update shardformer policy	1 year ago
Jianghai	90a65ea682	[pipeline] build bloom model and policy , revise the base class of policy (#4161) ... * add pipeline policy and bert forward to be done * add bertmodel pipeline forward and make tests * add Bert_Policy and test for policy * update formatting * update formatting * update the code * fix bugs * fix name confilt * add bloom model and policy ,revise the base class of policy * revise * revision * add bert_for_pretraining	1 year ago
Jianghai	e8e7e49243	[pipeline]add pipeline policy and bert forward (#4130) ... * add pipeline policy and bert forward to be done * add bertmodel pipeline forward and make tests * add Bert_Policy and test for policy * update formatting * update formatting * update the code * fix bugs * fix name confilt	1 year ago
Hongxin Liu	f51ce1bc8e	[pipeline] refactor 1f1b schedule (#4115) ... * [api] update optimizer wrapper to fit pipeline * [pipeline] add base schedule * [pipeline] add 1f1b schedule * [test] add pipeline schedule utils test * [pipeline] fix import	1 year ago
Hongxin Liu	45fdc9b42c	[pipeline] implement p2p communication (#4100) ... * [pipeline] add p2p communication * [test] add p2p communication test * [test] add rerun decorator * [test] rename to avoid conflict	1 year ago
Hongxin Liu	422544222f	[pipeline] add stage manager (#4093) ... * [pipeline] add stage manager * [test] add pipeline stage manager test * [pipeline] add docstring for stage manager	1 year ago
Hongxin Liu	5e1a9d48dd	[cluster] add process group mesh (#4039) ... * [cluster] add process group mesh * [test] add process group mesh test * force sync	1 year ago
LuGY	d86ddd9b29	[hotfix] fix unsafe async comm in zero (#4404) ... * improve stablility of zero * fix wrong index * add record stream	1 year ago
Baizhou Zhang	6ccecc0c69	[gemini] fix tensor storage cleaning in state dict collection (#4396)	1 year ago
binmakeswell	089c365fa0	[doc] add Series A Funding and NeurIPS news (#4377) ... * [doc] add Series A Funding and NeurIPS news * [kernal] fix mha kernal * [CI] skip moe * [CI] fix requirements	1 year ago
flybird1111	38b792aab2	[coloattention] fix import error (#4380) ... fixed an import error	1 year ago
flybird1111	25c57b9fb4	[fix] coloattention support flash attention 2 (#4347) ... Improved ColoAttention interface to support flash attention 2. Solved #4322	1 year ago
Hongxin Liu	16bf4c0221	[test] remove useless tests (#4359) ... * [test] remove legacy zero test * [test] remove lazy distribute test * [test] remove outdated checkpoint io	1 year ago
LuGY	03654c0ce2	fix localhost measurement (#4320)	1 year ago
LuGY	45b08f08cb	[zero] optimize the optimizer step time (#4221) ... * optimize the optimizer step time * fix corner case * polish * replace all-reduce with all-gather * set comm device to cuda	1 year ago
LuGY	1a49a5ea00	[zero] support shard optimizer state dict of zero (#4194) ... * support shard optimizer of zero * polish code * support sync grad manually	1 year ago
LuGY	dd7cc58299	[zero] add state dict for low level zero (#4179) ... * add state dict for zero * fix unit test * polish	1 year ago
LuGY	c668801d36	[zero] allow passing process group to zero12 (#4153) ... * allow passing process group to zero12 * union tp-zero and normal-zero * polish code	1 year ago
LuGY	79cf1b5f33	[zero]support no_sync method for zero1 plugin (#4138) ... * support no sync for zero1 plugin * polish * polish	1 year ago
LuGY	c6ab96983a	[zero] refactor low level zero for shard evenly (#4030) ... * refactor low level zero * fix zero2 and support cpu offload * avg gradient and modify unit test * refactor grad store, support layer drop * refactor bucket store, support grad accumulation * fix and update unit test of zero and ddp * compatible with tp, ga and unit test * fix memory leak and polish * add zero layer drop unittest * polish code * fix import err in unit test * support diffenert comm dtype, modify docstring style * polish code * test padding and fix * fix unit test of low level zero * fix pad recording in bucket store * support some models * polish	1 year ago
dayellow	a50d39a143	[NFC] fix: format (#4270) ... * [NFC] polish colossalai/fx/profiler/experimental/profiler_module/embedding.py code style * [NFC] polish colossalai/communication/utils.py code style --------- Co-authored-by: Minghao Huang <huangminghao@luchentech.com>	1 year ago
Wenhao Chen	fee553288b	[NFC] polish runtime_preparation_pass style (#4266)	1 year ago
YeAnbang	3883db452c	[NFC] polish unary_elementwise_generator.py code style (#4267) ... Co-authored-by: aye42 <aye42@gatech.edu>	1 year ago
梁爽	abe4f971e0	[NFC] polish colossalai/booster/plugin/low_level_zero_plugin.py code style (#4256) ... Co-authored-by: supercooledith <893754954@qq.com>	1 year ago
Yanjia0	c614a99d28	[NFC] polish colossalai/auto_parallel/offload/amp_optimizer.py code style (#4255)	1 year ago
ocd_with_naming	85774f0c1f	[NFC] polish colossalai/cli/benchmark/utils.py code style (#4254)	1 year ago
Michelle	86cf6aed5b	Fix/format (#4261) ... * revise shardformer readme (#4246) * [example] add llama pretraining (#4257) * [NFC] polish colossalai/communication/p2p.py code style --------- Co-authored-by: Jianghai <72591262+CjhHa1@users.noreply.github.com> Co-authored-by: binmakeswell <binmakeswell@gmail.com> Co-authored-by: Qianran Ma <qianranm@luchentech.com>	1 year ago
Jianghai	b366f1d99f	[NFC] Fix format for mixed precision (#4253) ... * [NFC] polish colossalai/booster/mixed_precision/mixed_precision_base.py code style	1 year ago
Baizhou Zhang	c6f6005990	[checkpointio] Sharded Optimizer Checkpoint for Gemini Plugin (#4302) ... * sharded optimizer checkpoint for gemini plugin * modify test to reduce testing time * update doc * fix bug when keep_gatherd is true under GeminiPlugin	1 year ago
Hongxin Liu	fc5cef2c79	[lazy] support init on cuda (#4269) ... * [lazy] support init on cuda * [test] update lazy init test * [test] fix transformer version	1 year ago
Cuiqing Li	4b977541a8	[Kernels] added triton-implemented of self attention for colossal-ai (#4241) ... * added softmax kernel * added qkv_kernel * added ops * adding tests * upload tets * fix tests * debugging * debugging tests * debugging * added * fixed errors * added softmax kernel * clean codes * added tests * update tests * update tests * added attention * add * fixed pytest checking * add cuda check * fix cuda version * fix typo	1 year ago
Jianghai	9a4842c571	revise shardformer readme (#4246)	1 year ago
Baizhou Zhang	58913441a1	Next commit [checkpointio] Unsharded Optimizer Checkpoint for Gemini Plugin (#4141) ... * [checkpointio] unsharded optimizer checkpoint for Gemini plugin * [checkpointio] unsharded optimizer checkpoint for Gemini using all_gather	1 year ago
Frank Lee	190a6ea9c2	[dtensor] fixed readme file name and removed deprecated file (#4162)	1 year ago
Hongxin Liu	1908caad38	[cli] hotfix launch command for multi-nodes (#4165)	1 year ago
digger yu	2ac24040eb	fix some typo colossalai/shardformer (#4160)	1 year ago
github-actions[bot]	c77b3b19be	[format] applied code formatting on changed files in pull request 4152 (#4157) ... Co-authored-by: github-actions <github-actions@github.com>	1 year ago
Frank Lee	89f45eda5a	[shardformer] added development protocol for standardization (#4149)	1 year ago
Frank Lee	1fb0d95df0	[shardformer] made tensor parallelism configurable (#4144) ... * [shardformer] made tensor parallelism configurable * polish code	1 year ago
Frank Lee	74257cb446	[shardformer] refactored some doc and api (#4137) ... * [shardformer] refactored some doc and api * polish code	1 year ago
jiangmingyan	7f9b30335b	[shardformer] write an shardformer example with bert finetuning (#4126) ... * [shardformer] add benchmark of shardformer * [shardformer] add benchmark of shardformer	1 year ago
Frank Lee	ae035d305d	[shardformer] added embedding gradient check (#4124)	1 year ago
Frank Lee	44a190e6ac	[shardformer] import huggingface implicitly (#4101)	1 year ago
Frank Lee	6a88bae4ec	[shardformer] integrate with data parallelism (#4103)	1 year ago
Frank Lee	f3b6aaa6b7	[shardformer] supported fused normalization (#4112)	1 year ago
Frank Lee	b1c2901530	[shardformer] supported bloom model (#4098)	1 year ago
Kun Lin	8af29ee47a	[shardformer] support vision transformer (#4096) ... * first v of vit shardformer * keep vit * update * vit shard add vitattention vitlayer * update num head shard para * finish test for vit * add new_model_class & postprocess * add vit readme * delete old files & fix the conflict * fix sth	1 year ago
jiangmingyan	ac80937138	[shardformer] shardformer support opt models (#4091) ... * [shardformer] shardformer support opt models * [shardformer] shardformer support opt models, fix * [shardformer] shardformer support opt models, fix * [shardformer] shardformer support opt models, fix	1 year ago
Frank Lee	d33a44e8c3	[shardformer] refactored layernorm (#4086)	1 year ago
Frank Lee	c4b1b65931	[test] fixed tests failed due to dtensor change (#4082) ... * [test] fixed tests failed due to dtensor change * polish code	1 year ago
FoolPlayer	92f6791095	[shardformer] Add layernorm (#4072) ... * add layernorm to bert * add layernorm test * add layernorm test with load state dict * add use_mixedfusedLN in shard config * refactor policy to support fused_layernorm	1 year ago
Frank Lee	70c58cfd4f	[shardformer] supported fused qkv checkpoint (#4073)	1 year ago
FoolPlayer	0803a61412	[shardformer] add linearconv1d test (#4067) ... * add linearconv1d test * add linearconv1d test	1 year ago
Frank Lee	8eb09a4c69	[shardformer] support module saving and loading (#4062) ... * [shardformer] support module saving and loading * polish code	1 year ago
FoolPlayer	7740c55c55	support kit use for bert/gpt test (#4055) ... * support kit use for bert test * support kit test for gpt2	1 year ago
Frank Lee	f22ddacef0	[shardformer] refactored the shardformer layer structure (#4053)	1 year ago
Frank Lee	58df720570	[shardformer] adapted T5 and LLaMa test to use kit (#4049) ... * [shardformer] adapted T5 and LLaMa test to use kit * polish code	1 year ago
FoolPlayer	4021b9a8a2	[shardformer] add gpt2 test and layer class refactor (#4041) ... * add gpt2 test and layer class refactor * add dropout in gpt2 policy	1 year ago
Frank Lee	d857f3dbba	[shardformer] supported T5 and its variants (#4045)	1 year ago
Frank Lee	c1d5453e9f	[shardformer] adapted llama to the new API (#4036)	1 year ago
FoolPlayer	74d176c8d8	[shardformer] fix bert and gpt downstream with new api (#4024) ... * fix bert downstream with new api * remove comment line	1 year ago
Frank Lee	e253a07007	[shardformer] updated doc (#4016)	1 year ago
FoolPlayer	df018fc305	support bert with new api	1 year ago
FoolPlayer	507c0ad368	add vocabembedding layer	1 year ago
Frank Lee	45d9384346	[shardformer] removed inplace tensor sharding (#4018)	1 year ago
Frank Lee	3893fa1a8d	[shardformer] refactored embedding and dropout to parallel module (#4013) ... * [shardformer] refactored embedding and dropout to parallel module * polish code	1 year ago
FoolPlayer	dfca9678fa	integrate with dist layer (#4011)	1 year ago
Frank Lee	015af592f8	[shardformer] integrated linear 1D with dtensor (#3996) ... * [shardformer] integrated linear 1D with dtensor * polish code	1 year ago
FoolPlayer	d3bc530849	[shardformer] Refactor shardformer api (#4001) ... * fix an error in readme * simplify code * refactor shardformer * add todo * remove slicer * resolve code review	1 year ago
Frank Lee	611971248c	[device] support init device mesh from process group (#3990)	1 year ago
FoolPlayer	a2f9af810d	[shardformer] fix an error in readme (#3988) ... * fix an error in readme * simplify code	1 year ago
FoolPlayer	f7774ec0f3	[Shardformer] Downstream bert (#3979) ... * add dist dropout in model * update docstring and bert policy with dropout * refactor basepolicy and sharded, update bert * update format * update gpt2 policy * update bert policy * remove unused code * update readme for new policy usage * add downstream model of bert * remove unused code	1 year ago
wukong1992	c1c672d0f0	[shardformer] shardformer support t5 model (#3994) ... test t5	1 year ago
wukong1992	6b30dfb7ce	[shardformer] support llama model using shardformer (#3969) ... adjust layer attr	1 year ago
FoolPlayer	45927d5527	[shardformer] Add dropout layer in shard model and refactor policy api (#3949) ... * add dist dropout in model * update docstring and bert policy with dropout * refactor basepolicy and sharded, update bert * update format * update gpt2 policy * update bert policy * remove unused code * update readme for new policy usage	1 year ago
FoolPlayer	a73130482d	[shardformer] Unit test (#3928) ... * fix bug in slicer, add slicer unit test * add dropout test * use pid as dropout seed * updata dropout test with local pattern * ad todo	1 year ago
FoolPlayer	f1cb5ac6bf	[shardformer] Align bert value (#3907) ... * add bert align test, fix dist loss bug * forward and backward align * add ignore index * add shardformer CI * add gather_output optional for user in shardconfig * update readme with optional gather_ouput * add dist crossentropy loss test, remove unused files * remove unused file * remove unused file * rename the file * polish code	1 year ago
FoolPlayer	79f8d5d54b	[shardformer] add gpt2 policy and modify shard and slicer to support (#3883) ... * add gpt2 policy and modify shard and slicer to support * remove unused code * polish code	1 year ago
FoolPlayer	70173e3123	update README (#3909)	1 year ago
FoolPlayer	ab8a47f830	[shardformer] add Dropout layer support different dropout pattern (#3856) ... * add dropout layer, add dropout test * modify seed manager as context manager * add a copy of col_nn.layer * add dist_crossentropy loss; separate module test * polish the code * fix dist crossentropy loss	1 year ago
FoolPlayer	c594dc2f1c	[shardformer] update readme with modules implement doc (#3834) ... * update readme with modules content * remove img	1 year ago
Frank Lee	4972e1f40e	[shardformer] refactored the user api (#3828) ... * [shardformer] refactored the user api * polish code	1 year ago
Frank Lee	235792f170	[shardformer] updated readme (#3827)	1 year ago
FoolPlayer	8cc11235c0	[shardformer]: Feature/shardformer, add some docstring and readme (#3816) ... * init shardformer code structure * add implement of sharder (inject and replace) * add implement of replace layer to colossal layer * separate different layer policy, add some notion * implement 1d and 2d slicer, can tell col or row * fix bug when slicing and inject model * fix some bug; add inference test example * add share weight and train example * add train * add docstring and readme * add docstring for other files * pre-commit	1 year ago
FoolPlayer	8d68de767d	[shardformer] init shardformer code structure (#3731) ... * init shardformer code structure * add implement of sharder (inject and replace) * add implement of replace layer to colossal layer * separate different layer policy, add some notion * implement 1d and 2d slicer, can tell col or row * fix bug when slicing and inject model * fix some bug; add inference test example	1 year ago
Baizhou Zhang	1350ece492	[hotfix] fix import bug in checkpoint_io (#4142)	1 year ago
digger yu	8abc87798f	fix Tensor is not defined (#4129)	1 year ago
digger yu	7e46bc87b6	fix CheckpointIndexFile is not defined (#4109)	1 year ago
digger yu	09fe9dc704	[nfc]fix ColossalaiOptimizer is not defined (#4122)	1 year ago
Frank Lee	95e95b6d58	[testing] move pytest to be inside the function (#4087)	1 year ago
Baizhou Zhang	0bb0b481b4	[gemini] fix argument naming during chunk configuration searching	1 year ago
github-actions[bot]	a52f62082d	[format] applied code formatting on changed files in pull request 4021 (#4022) ... Co-authored-by: github-actions <github-actions@github.com>	1 year ago
Baizhou Zhang	822c3d4d66	[checkpointio] sharded optimizer checkpoint for DDP plugin (#4002)	1 year ago
Wenhao Chen	725af3eeeb	[booster] make optimizer argument optional for boost (#3993) ... * feat: make optimizer optional in Booster.boost * test: skip unet test if diffusers version > 0.10.2	1 year ago
Baizhou Zhang	c9cff7e7fa	[checkpointio] General Checkpointing of Sharded Optimizers (#3984)	1 year ago
Frank Lee	71fe52769c	[gemini] fixed the gemini checkpoint io (#3934)	1 year ago
Frank Lee	ddcf58cacf	Revert "[sync] sync feature/shardformer with develop"	1 year ago
FoolPlayer	24651fdd4f	Merge pull request #3931 from FrankLeeeee/sync/develop-to-shardformer ... [sync] sync feature/shardformer with develop	1 year ago
FoolPlayer	ef1537759c	[shardformer] add gpt2 policy and modify shard and slicer to support (#3883) ... * add gpt2 policy and modify shard and slicer to support * remove unused code * polish code	2 years ago
FoolPlayer	6370a935f6	update README (#3909)	2 years ago
FoolPlayer	21a3915c98	[shardformer] add Dropout layer support different dropout pattern (#3856) ... * add dropout layer, add dropout test * modify seed manager as context manager * add a copy of col_nn.layer * add dist_crossentropy loss; separate module test * polish the code * fix dist crossentropy loss	2 years ago
FoolPlayer	997544c1f9	[shardformer] update readme with modules implement doc (#3834) ... * update readme with modules content * remove img	2 years ago
Frank Lee	537a52b7a2	[shardformer] refactored the user api (#3828) ... * [shardformer] refactored the user api * polish code	2 years ago
Frank Lee	bc19024bf9	[shardformer] updated readme (#3827)	2 years ago
FoolPlayer	58f6432416	[shardformer]: Feature/shardformer, add some docstring and readme (#3816) ... * init shardformer code structure * add implement of sharder (inject and replace) * add implement of replace layer to colossal layer * separate different layer policy, add some notion * implement 1d and 2d slicer, can tell col or row * fix bug when slicing and inject model * fix some bug; add inference test example * add share weight and train example * add train * add docstring and readme * add docstring for other files * pre-commit	2 years ago
FoolPlayer	6a69b44dfc	[shardformer] init shardformer code structure (#3731) ... * init shardformer code structure * add implement of sharder (inject and replace) * add implement of replace layer to colossal layer * separate different layer policy, add some notion * implement 1d and 2d slicer, can tell col or row * fix bug when slicing and inject model * fix some bug; add inference test example	2 years ago
Frank Lee	eb39154d40	[dtensor] updated api and doc (#3845)	2 years ago
digger yu	de0d7df33f	[nfc] fix typo colossalai/zero (#3923)	2 years ago
digger yu	a9d1cadc49	fix typo with colossalai/trainer utils zero (#3908)	2 years ago
Frank Lee	d51e83d642	Merge pull request #3916 from FrankLeeeee/sync/dtensor-with-develop ... [sync] sync feature/dtensor with develop	2 years ago
Hongxin Liu	9c88b6cbd1	[lazy] fix compatibility problem on torch 1.13 (#3911)	2 years ago
digger yu	0e484e6201	[nfc]fix typo colossalai/pipeline tensor nn (#3899) ... * fix typo colossalai/autochunk auto_parallel amp * fix typo colossalai/auto_parallel nn utils etc. * fix typo colossalai/auto_parallel autochunk fx/passes etc. * fix typo docs/ * change placememt_policy to placement_policy in docs/ and examples/ * fix typo colossalai/ applications/ * fix typo colossalai/cli fx kernel * fix typo colossalai/nn * revert change warmuped * fix typo colossalai/pipeline tensor nn	2 years ago
Baizhou Zhang	c1535ccbba	[doc] fix docs about booster api usage (#3898)	2 years ago
digger yu	1878749753	[nfc] fix typo colossalai/nn (#3887) ... * fix typo colossalai/autochunk auto_parallel amp * fix typo colossalai/auto_parallel nn utils etc. * fix typo colossalai/auto_parallel autochunk fx/passes etc. * fix typo docs/ * change placememt_policy to placement_policy in docs/ and examples/ * fix typo colossalai/ applications/ * fix typo colossalai/cli fx kernel * fix typo colossalai/nn * revert change warmuped	2 years ago
Hongxin Liu	ae02d4e4f7	[bf16] add bf16 support (#3882) ... * [bf16] add bf16 support for fused adam (#3844) * [bf16] fused adam kernel support bf16 * [test] update fused adam kernel test * [test] update fused adam test * [bf16] cpu adam and hybrid adam optimizers support bf16 (#3860) * [bf16] implement mixed precision mixin and add bf16 support for low level zero (#3869) * [bf16] add mixed precision mixin * [bf16] low level zero optim support bf16 * [text] update low level zero test * [text] fix low level zero grad acc test * [bf16] add bf16 support for gemini (#3872) * [bf16] gemini support bf16 * [test] update gemini bf16 test * [doc] update gemini docstring * [bf16] add bf16 support for plugins (#3877) * [bf16] add bf16 support for legacy zero (#3879) * [zero] init context support bf16 * [zero] legacy zero support bf16 * [test] add zero bf16 test * [doc] add bf16 related docstring for legacy zero	2 years ago
Liu Ziming	8065cc5fba	Modify torch version requirement to adapt torch 2.0 (#3896)	2 years ago
Hongxin Liu	dbb32692d2	[lazy] refactor lazy init (#3891) ... * [lazy] remove old lazy init * [lazy] refactor lazy init folder structure * [lazy] fix lazy tensor deepcopy * [test] update lazy init test	2 years ago
digger yu	70c8cdecf4	[nfc] fix typo colossalai/cli fx kernel (#3847) ... * fix typo colossalai/autochunk auto_parallel amp * fix typo colossalai/auto_parallel nn utils etc. * fix typo colossalai/auto_parallel autochunk fx/passes etc. * fix typo docs/ * change placememt_policy to placement_policy in docs/ and examples/ * fix typo colossalai/ applications/ * fix typo colossalai/cli fx kernel	2 years ago
digger yu	e2d81eba0d	[nfc] fix typo colossalai/ applications/ (#3831) ... * fix typo colossalai/autochunk auto_parallel amp * fix typo colossalai/auto_parallel nn utils etc. * fix typo colossalai/auto_parallel autochunk fx/passes etc. * fix typo docs/ * change placememt_policy to placement_policy in docs/ and examples/ * fix typo colossalai/ applications/	2 years ago
wukong1992	3229f93e30	[booster] add warning for torch fsdp plugin doc (#3833)	2 years ago
Hongxin Liu	7c9f2ed6dd	[dtensor] polish sharding spec docstring (#3838) ... * [dtensor] polish sharding spec docstring * [dtensor] polish sharding spec example docstring	2 years ago
digger yu	7f8203af69	fix typo colossalai/auto_parallel autochunk fx/passes etc. (#3808)	2 years ago
wukong1992	6b305a99d6	[booster] torch fsdp fix ckpt (#3788)	2 years ago
digger yu	9265f2d4d7	[NFC]fix typo colossalai/auto_parallel nn utils etc. (#3779) ... * fix typo colossalai/autochunk auto_parallel amp * fix typo colossalai/auto_parallel nn utils etc.	2 years ago
jiangmingyan	e871e342b3	[API] add docstrings and initialization to apex amp, naive amp (#3783) ... * [mixed_precison] add naive amp demo * [mixed_precison] add naive amp demo * [api] add docstrings and initialization to apex amp, naive amp * [api] add docstring to apex amp/ naive amp * [api] add docstring to apex amp/ naive amp * [api] add docstring to apex amp/ naive amp * [api] add docstring to apex amp/ naive amp * [api] add docstring to apex amp/ naive amp * [api] add docstring to apex amp/ naive amp * [api] fix * [api] fix	2 years ago
Frank Lee	f5c425c898	fixed the example docstring for booster (#3795)	2 years ago
Hongxin Liu	72688adb2f	[doc] add booster docstring and fix autodoc (#3789) ... * [doc] add docstr for booster methods * [doc] fix autodoc	2 years ago
Hongxin Liu	3c07a2846e	[plugin] a workaround for zero plugins' optimizer checkpoint (#3780) ... * [test] refactor torch ddp checkpoint test * [plugin] update low level zero optim checkpoint * [plugin] update gemini optim checkpoint	2 years ago
Hongxin Liu	60e6a154bc	[doc] add tutorial for booster checkpoint (#3785) ... * [doc] add checkpoint related docstr for booster * [doc] add en checkpoint doc * [doc] add zh checkpoint doc * [doc] add booster checkpoint doc in sidebar * [doc] add cuation about ckpt for plugins * [doc] add doctest placeholder * [doc] add doctest placeholder * [doc] add doctest placeholder	2 years ago
digger yu	32f81f14d4	[NFC] fix typo colossalai/amp auto_parallel autochunk (#3756)	2 years ago
Hongxin Liu	5452df63c5	[plugin] torch ddp plugin supports sharded model checkpoint (#3775) ... * [plugin] torch ddp plugin add save sharded model * [test] fix torch ddp ckpt io test * [test] fix torch ddp ckpt io test * [test] fix low level zero plugin test * [test] fix low level zero plugin test * [test] add debug info * [test] add debug info * [test] add debug info * [test] add debug info * [test] add debug info * [test] fix low level zero plugin test * [test] fix low level zero plugin test * [test] remove debug info	2 years ago
jiangmingyan	2703a37ac9	[amp] Add naive amp demo (#3774) ... * [mixed_precison] add naive amp demo * [mixed_precison] add naive amp demo	2 years ago
digger yu	1baeb39c72	[NFC] fix typo with colossalai/auto_parallel/tensor_shard (#3742) ... * fix typo applications/ and colossalai/ date 5.11 * fix typo colossalai/	2 years ago
wukong1992	b37797ed3d	[booster] support torch fsdp plugin in booster (#3697) ... Co-authored-by: 纪少敏 <jishaomin@jishaomindeMBP.lan>	2 years ago
digger-yu	ad6460cf2c	[NFC] fix typo applications/ and colossalai/ (#3735)	2 years ago
digger-yu	b7141c36dd	[CI] fix some spelling errors (#3707) ... * fix spelling error with examples/comminity/ * fix spelling error with tests/ * fix some spelling error with tests/ colossalai/ etc.	2 years ago
jiangmingyan	20068ba188	[booster] add tests for ddp and low level zero's checkpointio (#3715) ... * [booster] update tests for booster * [booster] update tests for booster * [booster] update tests for booster * [booster] update tests for booster * [booster] update tests for booster * [booster] update booster tutorials#3717, fix recursive check	2 years ago
Hongxin Liu	6552cbf8e1	[booster] fix no_sync method (#3709) ... * [booster] fix no_sync method * [booster] add test for ddp no_sync * [booster] fix merge * [booster] update unit test * [booster] update unit test * [booster] update unit test	2 years ago
Hongxin Liu	3bf09efe74	[booster] update prepare dataloader method for plugin (#3706) ... * [booster] add prepare dataloader method for plug * [booster] update examples and docstr	2 years ago
Hongxin Liu	f83ea813f5	[example] add train resnet/vit with booster example (#3694) ... * [example] add train vit with booster example * [example] update readme * [example] add train resnet with booster example * [example] enable ci * [example] enable ci * [example] add requirements * [hotfix] fix analyzer init * [example] update requirements	2 years ago
YH	2629f9717d	[tensor] Refactor handle_trans_spec in DistSpecManager	2 years ago
Hongxin Liu	d0915f54f4	[booster] refactor all dp fashion plugins (#3684) ... * [booster] add dp plugin base * [booster] inherit dp plugin base * [booster] refactor unit tests	2 years ago
jiangmingyan	307894f74d	[booster] gemini plugin support shard checkpoint (#3610) ... * gemini plugin add shard checkpoint save/load * gemini plugin add shard checkpoint save/load * gemini plugin add shard checkpoint save/load * gemini plugin add shard checkpoint save/load * gemini plugin add shard checkpoint save/load * gemini plugin add shard checkpoint save/load * gemini plugin add shard checkpoint save/load * gemini plugin add shard checkpoint save/load * gemini plugin add shard checkpoint save/load * gemini plugin add shard checkpoint save/load * gemini plugin add shard checkpoint save/load * gemini plugin add shard checkpoint save/load * gemini plugin add shard checkpoint save/load * gemini plugin add shard checkpoint save/load * gemini plugin support shard checkpoint * [API Refactoring]gemini plugin support shard checkpoint * [API Refactoring]gemini plugin support shard checkpoint * [API Refactoring]gemini plugin support shard checkpoint * [API Refactoring]gemini plugin support shard checkpoint * [API Refactoring]gemini plugin support shard checkpoint * [API Refactoring]gemini plugin support shard checkpoint * [API Refactoring]gemini plugin support shard checkpoint * [API Refactoring]gemini plugin support shard checkpoint * [API Refactoring]gemini plugin support shard checkpoint * [API Refactoring]gemini plugin support shard checkpoint * [API Refactoring]gemini plugin support shard checkpoint * [API Refactoring]gemini plugin support shard checkpoint * [API Refactoring]gemini plugin support shard checkpoint --------- Co-authored-by: luchen <luchen@luchendeMBP.lan> Co-authored-by: luchen <luchen@luchendeMacBook-Pro.local>	2 years ago
YH	a22407cc02	[zero] Suggests a minor change to confusing variable names in the ZeRO optimizer. (#3173) ... * Fix confusing variable name in zero opt * Apply lint * Fix util func * Fix minor util func * Fix zero param optimizer name	2 years ago
Hongxin Liu	50793b35f4	[gemini] accelerate inference (#3641) ... * [gemini] support don't scatter after inference * [chat] update colossalai strategy * [chat] fix opt benchmark * [chat] update opt benchmark * [gemini] optimize inference * [test] add gemini inference test * [chat] fix unit test ci * [chat] fix ci * [chat] fix ci * [chat] skip checkpoint test	2 years ago
Hongxin Liu	4b3240cb59	[booster] add low level zero plugin (#3594) ... * [booster] add low level zero plugin * [booster] fix gemini plugin test * [booster] fix precision * [booster] add low level zero plugin test * [test] fix booster plugin test oom * [test] fix booster plugin test oom * [test] fix googlenet and inception output trans * [test] fix diffuser clip vision model * [test] fix torchaudio_wav2vec2_base * [test] fix low level zero plugin test	2 years ago
digger-yu	b9a8dff7e5	[doc] Fix typo under colossalai and doc(#3618) ... * Fixed several spelling errors under colossalai * Fix the spelling error in colossalai and docs directory * Cautious Changed the spelling error under the example folder * Update runtime_preparation_pass.py revert autograft to autograd * Update search_chunk.py utile to until * Update check_installation.py change misteach to mismatch in line 91 * Update 1D_tensor_parallel.md revert to perceptron * Update 2D_tensor_parallel.md revert to perceptron in line 73 * Update 2p5D_tensor_parallel.md revert to perceptron in line 71 * Update 3D_tensor_parallel.md revert to perceptron in line 80 * Update README.md revert to resnet in line 42 * Update reorder_graph.py revert to indice in line 7 * Update p2p.py revert to megatron in line 94 * Update initialize.py revert to torchrun in line 198 * Update routers.py change to detailed in line 63 * Update routers.py change to detailed in line 146 * Update README.md revert random number in line 402	2 years ago
Hongxin Liu	12eff9eb4c	[gemini] state dict supports fp16 (#3590) ... * [gemini] save state dict support fp16 * [gemini] save state dict shard support fp16 * [gemini] fix state dict * [gemini] fix state dict	2 years ago
Hongxin Liu	dac127d0ee	[fx] fix meta tensor registration (#3589) ... * [meta] fix torch 1.13.1 * [meta] fix torch 2.0.0 * [meta] fix torch 1.13.0 * [meta] polish code	2 years ago
Hongxin Liu	f313babd11	[gemini] support save state dict in shards (#3581) ... * [gemini] support state dict shard * [gemini] add test state dict shard * [gemini] polish docstr * [gemini] fix merge * [gemini] polish code	2 years ago
YH	d329c294ec	Add docstr for zero3 chunk search utils (#3572)	2 years ago
Hongxin Liu	173dad0562	[misc] add verbose arg for zero and op builder (#3552) ... * [misc] add print verbose * [gemini] add print verbose * [zero] add print verbose for low level * [misc] add print verbose for op builder	2 years ago
Hongxin Liu	4341f5e8e6	[lazyinit] fix clone and deepcopy (#3553)	2 years ago
Hongxin Liu	152239bbfa	[gemini] gemini supports lazy init (#3379) ... * [gemini] fix nvme optimizer init * [gemini] gemini supports lazy init * [gemini] add init example * [gemini] add fool model * [zero] update gemini ddp * [zero] update init example * add chunk method * add chunk method * [lazyinit] fix lazy tensor tolist * [gemini] fix buffer materialization * [misc] remove useless file * [booster] update gemini plugin * [test] update gemini plugin test * [test] fix gemini plugin test * [gemini] fix import * [gemini] fix import * [lazyinit] use new metatensor * [lazyinit] use new metatensor * [lazyinit] fix __set__ method	2 years ago
jiangmingyan	366a035552	[checkpoint] Shard saved checkpoint need to be compatible with the naming format of hf checkpoint files (#3479) ... * [checkpoint] support huggingface style sharded checkpoint, to be compatible with hf file naming format * [checkpoint] support huggingface style sharded checkpoint, to be compatible with hf file naming format * [checkpoint] Shard saved checkpoint add 'variant' field to customize filename * [checkpoint] Shard saved checkpoint add 'variant' field to customize filename * [checkpoint] Shard saved checkpoint add 'variant' field to customize filename * [checkpoint] Shard saved checkpoint add 'variant' field to customize filename --------- Co-authored-by: luchen <luchen@luchendeMacBook-Pro.local> Co-authored-by: luchen <luchen@luchendeMBP.lan>	2 years ago
YH	bcf0cbcbe7	[doc] Add docs for clip args in zero optim (#3504)	2 years ago
jiangmingyan	52a933e175	[checkpoint] support huggingface style sharded checkpoint (#3461) ... * [checkpoint] support huggingface style sharded checkpoint * [checkpoint] support huggingface style sharded checkpoint * [checkpoint] support huggingface style sharded checkpoint * [checkpoint] support huggingface style sharded checkpoint * [checkpoint] support huggingface style sharded checkpoint --------- Co-authored-by: luchen <luchen@luchendeMBP.lan>	2 years ago
Frank Lee	80eba05b0a	[test] refactor tests with spawn (#3452) ... * [test] added spawn decorator * polish code * polish code * polish code * polish code * polish code * polish code	2 years ago
Frank Lee	7d8d825681	[booster] fixed the torch ddp plugin with the new checkpoint api (#3442)	2 years ago
YH	8f740deb53	Fix typo (#3448)	2 years ago
Hakjin Lee	46c009dba4	[format] Run lint on colossalai.engine (#3367)	2 years ago
YuliangLiu0306	ffcdbf0f65	[autoparallel]integrate auto parallel feature with new tracer (#3408) ... * [autoparallel] integrate new analyzer in module level * unify the profiling method * polish * fix no codegen bug * fix pass bug * fix liveness test * polish	2 years ago
ver217	573af84184	[example] update examples related to zero/gemini (#3431) ... * [zero] update legacy import * [zero] update examples * [example] fix opt tutorial * [example] fix opt tutorial * [example] fix opt tutorial * [example] fix opt tutorial * [example] fix import	2 years ago
Frank Lee	1beb85cc25	[checkpoint] refactored the API and added safetensors support (#3427) ... * [checkpoint] refactored the API and added safetensors support * polish code	2 years ago
ver217	26b7aac0be	[zero] reorganize zero/gemini folder structure (#3424) ... * [zero] refactor low-level zero folder structure * [zero] fix legacy zero import path * [zero] fix legacy zero import path * [zero] remove useless import * [zero] refactor gemini folder structure * [zero] refactor gemini folder structure * [zero] refactor legacy zero import path * [zero] refactor gemini folder structure * [zero] refactor gemini folder structure * [zero] refactor gemini folder structure * [zero] refactor legacy zero import path * [zero] fix test import path * [zero] fix test * [zero] fix circular import * [zero] update import	2 years ago
Frank Lee	638a07a7f9	[test] fixed gemini plugin test (#3411) ... * [test] fixed gemini plugin test * polish code * polish code	2 years ago
ver217	5f2e34e6c9	[booster] implement Gemini plugin (#3352) ... * [booster] add gemini plugin * [booster] update docstr * [booster] gemini plugin add coloparam convertor * [booster] fix coloparam convertor * [booster] fix gemini plugin device * [booster] add gemini plugin test * [booster] gemini plugin ignore sync bn * [booster] skip some model * [booster] skip some model * [booster] modify test world size * [booster] modify test world size * [booster] skip test	2 years ago
HELSON	1a1d68b053	[moe] add checkpoint for moe models (#3354) ... * [moe] add checkpoint for moe models * [hotfix] fix bugs in unit test	2 years ago
YuliangLiu0306	fee2af8610	[autoparallel] adapt autoparallel with new analyzer (#3261) ... * [autoparallel] adapt autoparallel with new analyzer * fix all node handler tests * polish * polish	2 years ago
Ofey Chan	8706a8c66c	[NFC] polish colossalai/engine/gradient_handler/__init__.py code style (#3329)	2 years ago
yuxuan-lou	198a74b9fd	[NFC] polish colossalai/context/random/__init__.py code style (#3327)	2 years ago
YuliangLiu0306	fbd2a9e05b	[hotfix] meta_tensor_compatibility_with_torch2	2 years ago
Michelle	ad285e1656	[NFC] polish colossalai/fx/tracer/_tracer_utils.py (#3323) ... * [NFC] polish colossalai/engine/schedule/_pipeline_schedule.py code style * [NFC] polish colossalai/fx/tracer/_tracer_utils.py code style --------- Co-authored-by: Qianran Ma <qianranm@luchentech.com>	2 years ago
Xu Kai	64350029fe	[NFC] polish colossalai/gemini/paramhooks/_param_hookmgr.py code style	2 years ago
RichardoLuo	1ce9d0c531	[NFC] polish initializer_data.py code style (#3287)	2 years ago
Ziheng Qin	1bed38ef37	[NFC] polish colossalai/cli/benchmark/models.py code style (#3290)	2 years ago
Kai Wang (Victor Kai)	964a28678f	[NFC] polish initializer_3d.py code style (#3279)	2 years ago
Sze-qq	94eec1c5ad	[NFC] polish colossalai/engine/gradient_accumulation/_gradient_accumulation.py code style (#3277) ... Co-authored-by: siqi <siqi@siqis-MacBook-Pro.local>	2 years ago
Arsmart1	8af977f223	[NFC] polish colossalai/context/parallel_context.py code style (#3276)	2 years ago
Zirui Zhu	1168b50e33	[NFC] polish colossalai/engine/schedule/_pipeline_schedule_v2.py code style (#3275)	2 years ago
Tong Li	196d4696d0	[NFC] polish colossalai/nn/_ops/addmm.py code style (#3274)	2 years ago
lucasliunju	4b95464994	[NFC] polish colossalai/amp/__init__.py code style (#3272)	2 years ago
Xuanlei Zhao	6b3bb2c249	[NFC] polish code style (#3273)	2 years ago
CZYCW	4cadb25b96	[NFC] policy colossalai/fx/proxy.py code style (#3269)	2 years ago
Yuanchen	d58fa705b2	[NFC] polish code style (#3268) ... Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>	2 years ago
Camille Zhong	c4a226b729	[NFC] polish tensor_placement_policy.py code style (#3265)	2 years ago
CsRic	00778abc48	[NFC] polish colossalai/fx/passes/split_module.py code style (#3263) ... Co-authored-by: csric <richcsr256@gmail.com>	2 years ago
jiangmingyan	488f37048c	[NFC] polish colossalai/global_variables.py code style (#3259) ... Co-authored-by: luchen <luchen@luchendeMBP.lan>	2 years ago
LuGY	1ff7d5bfa5	[NFC] polish colossalai/engine/gradient_handler/_moe_gradient_handler.py (#3260)	2 years ago
dayellow	204ca2f09a	[NFC] polish colossalai/fx/profiler/experimental/profiler_module/embedding.py code style (#3256) ... Co-authored-by: Minghao Huang <huangminghao@luchentech.com>	2 years ago
HELSON	02b058032d	[fx] meta registration compatibility (#3253) ... * [fx] meta registration compatibility * fix error	2 years ago
Frank Lee	73d3e4d309	[booster] implemented the torch ddd + resnet example (#3232) ... * [booster] implemented the torch ddd + resnet example * polish code	2 years ago
YH	1a229045af	Add interface for colo tesnor dp size (#3227)	2 years ago
YuliangLiu0306	4d5d8f98a4	[API] implement device mesh manager (#3221) ... * [API] implement device mesh manager * polish	2 years ago
Frank Lee	cd142fbefa	[api] implemented the checkpoint io module (#3205) ... * [api] implemented the checkpoint io module * polish code * polish code	2 years ago
ver217	f8289d4221	[lazyinit] combine lazy tensor with dtensor (#3204) ... * [lazyinit] lazy tensor add distribute * [lazyinit] refactor distribute * [lazyinit] add test dist lazy init * [lazyinit] add verbose info for dist lazy init * [lazyinit] fix rnn flatten weight op * [lazyinit] polish test * [lazyinit] polish test * [lazyinit] fix lazy tensor data setter * [lazyinit] polish test * [lazyinit] fix clean * [lazyinit] make materialize inplace * [lazyinit] refactor materialize * [lazyinit] refactor test distribute * [lazyinit] fix requires_grad * [lazyinit] fix tolist after materialization * [lazyinit] refactor distribute module * [lazyinit] polish docstr * [lazyinit] polish lazy init context * [lazyinit] temporarily skip test * [lazyinit] polish test * [lazyinit] add docstr	2 years ago
Frank Lee	e3ad88fb48	[booster] implemented the cluster module (#3191) ... * [booster] implemented the cluster module * polish code	2 years ago
YuliangLiu0306	f57d34958b	[FX] refactor experimental tracer and adapt it with hf models (#3157) ... * pass gpt trace and meta_prop * pass t5 trace and meta_prop * [FX] refactor experimental tracer and adapt it with hf models * pass all mainstream model zoo * fix CI * fix CI * fix CI * fix CI * fix CI * fix CI * fix CI * fix CI * skip tests * fix CI * using packaging version * polish	2 years ago
Frank Lee	e7f3bed2d3	[booster] added the plugin base and torch ddp plugin (#3180) ... * [booster] added the plugin base and torch ddp plugin * polish code * polish code * polish code	2 years ago
Zihao	18dbe76cae	[auto-parallel] add auto-offload feature (#3154) ... * add auto-offload feature * polish code * fix syn offload runtime pass bug * add offload example * fix offload testing bug * fix example testing bug	2 years ago
YuliangLiu0306	258b43317c	[hotfix] layout converting issue (#3188)	2 years ago
YH	80aed29cd3	[zero] Refactor ZeroContextConfig class using dataclass (#3186)	2 years ago
YH	9d644ff09f	Fix docstr for zero statedict (#3185)	2 years ago
zbian	7bc0afc901	updated flash attention usage	2 years ago
Frank Lee	a9b8402d93	[booster] added the accelerator implementation (#3159)	2 years ago
ver217	6ae8ed0407	[lazyinit] add correctness verification (#3147) ... * [lazyinit] fix shared module * [tests] add lazy init test utils * [tests] add torchvision for lazy init * [lazyinit] fix pre op fn * [lazyinit] handle legacy constructor * [tests] refactor lazy init test models * [tests] refactor lazy init test utils * [lazyinit] fix ops don't support meta * [tests] lazy init test timm models * [lazyinit] fix set data * [lazyinit] handle apex layers * [tests] lazy init test transformers models * [tests] lazy init test torchaudio models * [lazyinit] fix import path * [tests] lazy init test torchrec models * [tests] update torch version in CI * [tests] revert torch version in CI * [tests] skip lazy init test	2 years ago
Frank Lee	ed19290560	[booster] implemented mixed precision class (#3151) ... * [booster] implemented mixed precision class * polish code	2 years ago
YuliangLiu0306	2eca4cd376	[DTensor] refactor dtensor with new components (#3089) ... * [DTensor] refactor dtensor with new components * polish	2 years ago
ver217	ed8f60b93b	[lazyinit] refactor lazy tensor and lazy init ctx (#3131) ... * [lazyinit] refactor lazy tensor and lazy init ctx * [lazyinit] polish docstr * [lazyinit] polish docstr	2 years ago
Frank Lee	95a36eae63	[kernel] added kernel loader to softmax autograd function (#3093) ... * [kernel] added kernel loader to softmax autograd function * [release] v0.2.6	2 years ago
Super Daniel	fff98f06ed	[analyzer] a minimal implementation of static graph analyzer (#2852) ... * [hotfix] meta tensor default device. * [siu] add experimental submodules to main branch. * [siu] * [siu] * [analyzer] init. * [analyzer] readme. * [analyzer] readme. * [analyzer] readme. * [analyzer] readme. * [test] add test. * Update symbolic_trace.py * mark skip tests. * try except. * try except. * try except. * s * init * init * fix * skip * skip --------- Co-authored-by: Daniel Shao <superdainiu@MININT-PVARVID.fareast.corp.microsoft.com> Co-authored-by: Daniel Shao <superdainiu@Daniels-Mac.local>	2 years ago
Xuanlei Zhao	10c61de2f7	[autochunk] support vit (#3084) ... support vit for autochunk * support some new ops for vit * fix some bugs * add test for vit	2 years ago
YuliangLiu0306	8e4e8601b7	[DTensor] implement layout converter (#3055) ... * [DTensor] refactor LayoutConverter for DTensor * polish code * polish docstring	2 years ago
Frank Lee	f19b49e164	[booster] init module structure and definition (#3056)	2 years ago
Xuanlei Zhao	2ca9728cbb	[autochunk] refactor chunk memory estimation (#2762) ... * refact memory code * dont log free var memory * add memory align * update chunk target * update setting for new memory * finish test * update tracer * update typo * update test	2 years ago
YuliangLiu0306	29386a54e6	[DTensor] refactor CommSpec (#3034)	2 years ago
YuliangLiu0306	cd2b0eaa8d	[DTensor] refactor sharding spec (#2987) ... * [autoparallel] refactor sharding spec * rename function name	2 years ago
Ziyue Jiang	400f63012e	[pipeline] Add Simplified Alpa DP Partition (#2507) ... * add alpa dp split * add alpa dp split * use fwd+bwd instead of fwd only --------- Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>	2 years ago
Super Daniel	b42d3d28ed	[fx] remove depreciated algorithms. (#2312) (#2313)	2 years ago
github-actions[bot]	82503a96f2	[format] applied code formatting on changed files in pull request 2997 (#3008) ... Co-authored-by: github-actions <github-actions@github.com>	2 years ago
binmakeswell	52a5078988	[doc] add ISC tutorial (#2997) ... * [doc] add ISC tutorial * [doc] add ISC tutorial * [doc] add ISC tutorial * [doc] add ISC tutorial	2 years ago
ver217	823f3b9cf4	[doc] add deepspeed citation and copyright (#2996) ... * [doc] add deepspeed citation and copyright * [doc] add deepspeed citation and copyright * [doc] add deepspeed citation and copyright	2 years ago
YuliangLiu0306	e414e4092b	[DTensor] implementation of dtensor (#2946) ... * [DTensor] implementation of dtensor * test layout convert * polish	2 years ago
YuliangLiu0306	47fb214b3b	[hotfix] add shard dim to aviod backward communication error (#2954)	2 years ago
ver217	090f14fd6b	[misc] add reference (#2930) ... * [misc] add reference * [misc] add license	2 years ago
YuliangLiu0306	197d0bf4ed	[autoparallel] apply repeat block to reduce solving time (#2912)	2 years ago
YH	a848091141	Fix port exception type (#2925)	2 years ago
zbian	61e687831d	fixed using zero with tp cannot access weight correctly	2 years ago
YH	7b13f7db18	[zero] trivial zero optimizer refactoring (#2869) ... * Fix mionr grad store interface * Apply lint	2 years ago
Jiatong (Julius) Han	8c8a39be95	[hotfix]: Remove math.prod dependency (#2837) ... * Remove math.prod dependency * Fix style * Fix style --------- Co-authored-by: Jiatong Han <jiatong.han@u.nus.edu>	2 years ago
YuliangLiu0306	819e25d8b1	[hotfix] fix autoparallel compatibility test issues (#2754)	2 years ago
YuliangLiu0306	0f392d7403	[autoparallel] find repeat blocks (#2854) ... * [autoparallel] find repeat blocks * polish * polish * polish	2 years ago
junxu	c52edcf0eb	Rename class method of ZeroDDP (#2692)	2 years ago
HELSON	6e4ac08172	[hotfix] fix chunk size can not be divided (#2867) ... * [hotfix] fix chunk size can not be divided * [hotfix] use numpy for python3.8	2 years ago
Boyuan Yao	eae77c831d	[autoparallel] Patch meta information for nodes that will not be handled by SPMD solver (#2823) ... * [autoparallel] non spmd meta information generator * [autoparallel] patch meta information for non spmd nodes	2 years ago
Boyuan Yao	c7764d3f22	[autoparallel] Patch meta information of `torch.where` (#2822) ... * [autoparallel] patch meta information of torch.where * [autoparallel] pre-commit modified	2 years ago
Boyuan Yao	fcc4097efa	[autoparallel] Patch meta information of `torch.tanh()` and `torch.nn.Dropout` (#2773) ... * [autoparallel] tanh meta information * [autoparallel] remove redundant code * [autoparallel] patch meta information of torch.nn.Dropout	2 years ago
Frank Lee	935346430f	[cli] handled version check exceptions (#2848) ... * [cli] handled version check exceptions * polish code	2 years ago
Frank Lee	918bc94b6b	[triton] added copyright information for flash attention (#2835) ... * [triton] added copyright information for flash attention * polish code	2 years ago
Boyuan Yao	7ea6bc7f69	[autoparallel] Patch tensor related operations meta information (#2789) ... * [autoparallel] tensor related meta information prototype * [autoparallel] tensor related meta information * [autoparallel] tensor related meta information * [autoparallel] tensor related meta information * [autoparallel] tensor related meta information	2 years ago
Michelle	c008d4ad0c	[NFC] polish colossalai/engine/schedule/_pipeline_schedule.py code style (#2744)	2 years ago
YuliangLiu0306	2059fdd6b0	[hotfix] add copyright for solver and device mesh (#2803) ... * [hotfix] add copyright for solver and device mesh * add readme * add alpa license * polish	2 years ago
Boyuan Yao	8593ae1a3f	[autoparallel] rotor solver refactor (#2813) ... * [autoparallel] rotor solver refactor * [autoparallel] rotor solver refactor	2 years ago
HELSON	56ddc9ca7a	[hotfix] add correct device for fake_param (#2796)	2 years ago
Boyuan Yao	a2b43e393d	[autoparallel] Patch meta information of `torch.nn.Embedding` (#2760) ... * [autoparallel] embedding metainfo * [autoparallel] fix function name in test_activation_metainfo * [autoparallel] undo changes in activation metainfo and related tests	2 years ago
Boyuan Yao	8e3f66a0d1	[zero] fix wrong import (#2777)	2 years ago
Nikita Shulga	01066152f1	Don't use `torch._six` (#2775) ... * Don't use `torch._six` This is a private API which is gone after https://github.com/pytorch/pytorch/pull/94709 * Update common.py	2 years ago
binmakeswell	93b788b95a	Merge branch 'main' into fix/format	2 years ago
xyupeng	2fd528b9f4	[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/graph_analysis.py code style (#2737)	2 years ago
YuliangLiu0306	1dc003c169	[autoparallel] distinguish different parallel strategies (#2699)	2 years ago
YH	ae86a29e23	Refact method of grad store (#2687)	2 years ago
Zirui Zhu	c9e3ee389e	[NFC] polish colossalai/context/process_group_initializer/initializer_2d.py code style (#2726)	2 years ago
Zangwei Zheng	1819373e5c	[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/batch_norm_handler.py code style (#2728)	2 years ago
Wangbo Zhao(黑色枷锁)	8331420520	[NFC] polish colossalai/cli/cli.py code style (#2734)	2 years ago
ziyuhuang123	d344313533	[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/embedding_handler.py code style (#2725)	2 years ago
Xue Fuzhao	e81caeb4bc	[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/cost_graph.py code style (#2720) ... Co-authored-by: Fuzhao Xue <fuzhao@login2.ls6.tacc.utexas.edu>	2 years ago
yuxuan-lou	51c45c2460	[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/where_handler.py code style (#2723)	2 years ago