Commit Graph

3342 Commits (ca674549e0ea815f949d19654b110d7f065e3496)

Author SHA1 Message Date
Camille Zhong a5756a8720
[eval] update llama npu eval (#5366) 2024-02-06 10:53:03 +08:00
Camille Zhong 44ca61a22b
[llama] fix neftune & pbar with start_step (#5364) 2024-02-05 18:04:23 +08:00
Hongxin Liu a4cec1715b
[llama] add flash attn patch for npu (#5362) 2024-02-05 16:48:34 +08:00
Hongxin Liu 73f9f23fc6
[llama] update training script (#5360)
* [llama] update training script

* [doc] polish docstr
2024-02-05 16:33:18 +08:00
Hongxin Liu 6c0fa7b9a8
[llama] fix dataloader for hybrid parallel (#5358)
* [plugin] refactor prepare dataloader

* [plugin] update train script
2024-02-05 15:14:56 +08:00
Hongxin Liu 2dd01e3a14
[gemini] fix param op hook when output is tuple (#5355)
* [gemini] fix param op hook when output is tuple

* [gemini] fix param op hook
2024-02-04 11:58:26 +08:00
yuehuayingxueluo 631862f339
[Inference]Optimize generation process of inference engine (#5356)
* opt inference engine

* fix run_benchmark.sh

* fix generate in engine.py

* rollback tesh_inference_engine.py
2024-02-02 15:38:21 +08:00
yuehuayingxueluo 21ad4a27f9
[Inference/opt]Optimize the mid tensor of RMS Norm (#5350)
* opt rms_norm

* fix bugs in rms_layernorm
2024-02-02 15:06:01 +08:00
Wenhao Chen 1c790c0877
[fix] remove unnecessary dp_size assert (#5351)
* fix: remove unnecessary assert

* test: add more 3d plugin tests

* fix: add warning
2024-02-02 14:40:20 +08:00
Frank Lee 027aa1043f
[doc] updated inference readme (#5343) 2024-02-02 14:31:10 +08:00
Frank Lee e76acbb076
[inference] moved ops tests to test_infer (#5354) 2024-02-02 13:51:22 +08:00
Frank Lee db1a763307
[inference] removed redundancy init_batch (#5353) 2024-02-02 11:44:15 +08:00
Hongxin Liu ffffc32dc7
[checkpointio] fix gemini and hybrid parallel optim checkpoint (#5347)
* [checkpointio] fix hybrid parallel optim checkpoint

* [extension] fix cuda extension

* [checkpointio] fix gemini optimizer checkpoint

* polish code
2024-02-01 16:13:06 +08:00
yuehuayingxueluo 249644c23b
[Inference]Repalce Attention layer and MLP layer by shardformer to optimize the weight transpose operation,add fused_qkv and fused linear_add (#5340)
* add fused qkv

* replace attn and mlp by shardformer

* fix bugs in mlp

* add docstrings

* fix test_inference_engine.py

* add optimize unbind

* add fused_addmm

* rm squeeze(1)

* refactor codes

* fix ci bugs

* rename ShardFormerLlamaMLP and ShardFormerLlamaAttention

* Removed the dependency on LlamaFlashAttention2

* rollback test_inference_engine.py
2024-02-01 15:49:39 +08:00
Frank Lee f8e456d202
[inference] simplified config verification (#5346)
* [inference] simplified config verification

* polish

* polish
2024-02-01 15:31:01 +08:00
YeAnbang c5239840e6
[Chat] fix sft loss nan (#5345)
* fix script

* fix script

* fix chat nan

* fix chat nan
2024-02-01 14:25:16 +08:00
Frank Lee abd8e77ad8
[extension] fixed exception catch (#5342) 2024-01-31 18:09:49 +08:00
Jianghai df0aa49585
[Inference] Kernel Fusion, fused copy kv cache into rotary embedding (#5336)
* revise rotary embedding

* remove useless print

* adapt
2024-01-31 16:31:29 +08:00
Frank Lee 1336838a91
Merge pull request #5339 from FrankLeeeee/sync/merge-main
Sync/merge main
2024-01-31 16:29:26 +08:00
FrankLeeeee c565519913 merge commit 2024-01-31 10:41:47 +08:00
Yuanheng Zhao 5f98a9d68a
[Infer] Optimize Blocked KVCache And Kernels Using It (#5325)
* revise shape of kvcache (context attn kernel)

* revise shape of kvcache (flash decoding kernel)

* revise shape of kvcache (kvcache copy) and attn func

* init of kvcache in kvcache manager

* revise llama modeling

* revise block size retrieval

* use torch for rms_norm benchmarking

* revise block size retrieval
2024-01-30 16:06:09 +08:00
yuehuayingxueluo e8f0642f28
[Inference]Add Nopadding Llama Modeling (#5327)
* add nopadding llama modeling

* add nopadding_llama.py

* rm unused codes

* fix bugs in test_xine_copy.py

* fix code style
2024-01-30 10:31:46 +08:00
digger yu 71321a07cf
fix typo change dosen't to doesn't (#5308) 2024-01-30 09:57:38 +08:00
digger yu 6a3086a505
fix typo under extensions/ (#5330) 2024-01-30 09:55:16 +08:00
Frank Lee febed23288
[doc] added docs for extensions (#5324)
* [doc] added docs for extensions

* polish

* polish
2024-01-29 17:39:23 +08:00
flybird11111 388179f966
[tests] fix t5 test. (#5322)
* [ci] fix shardformer tests. (#5255)

* fix ci

fix

* revert: revert p2p

* feat: add enable_metadata_cache option

* revert: enable t5 tests

---------

Co-authored-by: Wenhao Chen <cwher@outlook.com>

* fix t5 test

---------

Co-authored-by: Wenhao Chen <cwher@outlook.com>
2024-01-29 17:38:46 +08:00
Jianghai c7c104cb7c
[DOC] Update inference readme (#5280)
* add readme

* add readme

* 1

* update engine

* finish readme

* add readme
2024-01-29 16:21:06 +08:00
Frank Lee a6709afe66
Merge pull request #5321 from FrankLeeeee/hotfix/accelerator-api
[accelerator] fixed npu api
2024-01-29 14:29:58 +08:00
FrankLeeeee 087d0cb1fc [accelerator] fixed npu api 2024-01-29 14:27:52 +08:00
Frank Lee 8823cc4831
Merge pull request #5310 from hpcaitech/feature/npu
Feature/npu
2024-01-29 13:49:39 +08:00
Frank Lee 73f4dc578e
[workflow] updated CI image (#5318) 2024-01-29 11:53:07 +08:00
Jianghai 1f8a75d470
[Inference] Update rms norm kernel, benchmark with vLLM (#5315)
* add

* xi

* del

* del

* fix
2024-01-29 10:22:33 +08:00
Jianghai 7ddd8b37f0
fix (#5311) 2024-01-26 15:02:12 +08:00
yuehuayingxueluo 4f28cb43c0
[inference]Optimize the usage of the mid tensors space in flash attn (#5304)
* opt flash attn

* opt tmp tensor

* fix benchmark_llama

* fix code style

* fix None logic for output tensor

* fix adapted to get_xine_cache

* add comment

* fix ci bugs

* fix some codes

* rm duplicated codes

* rm duplicated codes

* fix code style

* add _get_dtype in config.py
2024-01-26 14:00:10 +08:00
Frank Lee 7cfed5f076
[feat] refactored extension module (#5298)
* [feat] refactored extension module

* polish

* polish

* polish

* polish

* polish

* polish

* polish

* polish

* polish

* polish
2024-01-25 17:01:48 +08:00
digger yu bce9499ed3
fix some typo (#5307) 2024-01-25 13:56:27 +08:00
李文军 ec912b1ba9
[NFC] polish applications/Colossal-LLaMA-2/colossal_llama2/tokenizer/init_tokenizer.py code style (#5228) 2024-01-25 13:14:48 +08:00
Yuanheng Zhao af8359c430
[hotfix] fix boundary check in batch (#5306) 2024-01-25 10:23:12 +08:00
Jianghai c647e00e3c
[Inference]Add fused rotary kernel and get cos cache kernel (#5302)
* add fused rotary and get cos cache func

* staged

* fix bugs

* fix bugs
2024-01-24 16:20:42 +08:00
Yuanheng Zhao 3da9993b0d
[Kernel/Fix] Revise flash attention triton kernel API and add benchmark (#5301)
* fix decoding kernel pytest

* revise and add triton context attn benchmark
2024-01-23 17:16:02 +08:00
Jianghai 8e606ecc7e
[Inference] Benchmarking rotary embedding and add a fetch function (#5277)
* fix bugs and add a cos/sin cache fetch func

* add docstring

* fix bug

* fix
2024-01-23 12:11:53 +08:00
Desperado-Jia ddf879e2db
fix bug for mefture (#5299) 2024-01-22 22:17:54 +08:00
yuehuayingxueluo b7853196a0
Merge pull request #5297 from yuehuayingxueluo/fix_rotary_embedding
[Inference/fix]Add utils.py for Rotary Embedding
2024-01-22 17:07:14 +08:00
yuehuayingxueluo cea9c86e45 add utils.py 2024-01-22 16:06:27 +08:00
Hongxin Liu d7f8db8e21
[hotfix] fix 3d plugin test (#5292) 2024-01-22 15:19:04 +08:00
yuehuayingxueluo bfff9254ac
[inference] Adapted to Rotary Embedding and RMS Norm (#5283)
* adapted to rotary_embedding

* adapted to nopad rms norm

* fix bugs in benchmark

* fix flash_decoding.py
2024-01-22 10:55:34 +08:00
flybird11111 f7e3f82a7e
fix llama pretrain (#5287) 2024-01-19 17:49:02 +08:00
Desperado-Jia 6a56967855
[doc] add llama2-13B disyplay (#5285)
* Update README.md

* fix 13b typo

---------

Co-authored-by: binmakeswell <binmakeswell@gmail.com>
2024-01-19 16:04:08 +08:00
Yuanheng Zhao 6e487e7d3c
[kernel/fix] Performance Optimization for Decoding Kernel and Benchmarking (#5274)
* prevent re-creating intermediate tensors

* add singleton class holding intermediate values

* fix triton kernel api

* add benchmark in pytest

* fix kernel api and add benchmark

* revise flash decoding triton kernel in/out shapes

* fix calling of triton kernel in modeling

* fix pytest: extract to util functions
2024-01-19 15:47:16 +08:00
Jianghai 9e2342bde2
[Hotfix] Fix bugs in testing continuous batching (#5270)
* fix bug

* fix bugs

* fix bugs

* fix bugs and add padding

* add funcs and fix bugs

* fix typos

* fix bugs

* add func
2024-01-18 16:31:14 +08:00