Yina Chen
0763268e4c
[NPU]Qwen2 groupwise performance opt ( #12299 )
...
* qwen2 gw performance opt
* remove debug
2024-10-30 17:40:21 +08:00
binbin Deng
41b8064554
Support minicpm-1B in level0 pipeline ( #12297 )
2024-10-30 17:21:47 +08:00
Yina Chen
70037ad55f
Groupwise prefill optimization ( #12291 )
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* except lm_head
* remove
* support gw lm_head
* update
* fix
* remove run.bat
* fix style
* support llama3
* slice -> split
* remove debug
* fix style
* add dpu
2024-10-30 14:59:45 +08:00
Ruonan Wang
2b2cb9c693
[NPU pipeline] Support save & load and update examples ( #12293 )
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* support save & load, update llama examples
* update baichuan2 example
* update readme
2024-10-30 10:02:00 +08:00
Yuwen Hu
5a15098835
Initial support for quantized forward on CPU when quantization_group_size=0 ( #12282 )
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* Initial support for quantized forward on CPU when quantization_group_size=0
* Style fix
* Style fix
* Small fix
* Small fix
2024-10-29 19:40:17 +08:00
binbin Deng
3feb58d1e4
Support baichuan2 for level0 pipeline ( #12289 )
2024-10-29 19:24:16 +08:00
Ruonan Wang
3fe2ea3081
[NPU] Reuse prefill of acc lib for pipeline ( #12279 )
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* first commit
* update example
* fix style
* update example
* embedding as const
* fix generate
* code refactor
* meet code review
* fix style
* change max_output_len to max_context_len
* fix all-in-one
* fix example
* add check for new tokens
2024-10-28 16:05:49 +08:00
SONG Ge
a0c6432899
[NPU] Add support for loading a FunASR model ( #12073 )
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* add support for loading funasr model
* add initial support for paraformer-encoder
* add npu ops impl
* add encoder-decoder npu pipeline
* move paraformer encoders prefix 30 layers to npu and keep the rest layers on cpu
2024-10-25 17:22:01 +08:00
Yina Chen
b5e663854b
[NPU] Support llama groupwise ( #12260 )
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* support llama gw
* support llama gw lm_head
* fix style
* remove unused code
2024-10-24 18:06:45 +08:00
binbin Deng
b685cf4349
Fix npu group size setting of optimize_model=False ( #12256 )
2024-10-23 17:53:54 +08:00
binbin Deng
567b77a76b
Support IR and blob format for llama level0 pipeline ( #12251 )
2024-10-23 16:02:35 +08:00
Yina Chen
e8cf7f32f5
npu gw small fix ( #12249 )
2024-10-23 14:26:01 +08:00
Yina Chen
e37f951cce
[NPU] Groupwise ( #12241 )
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* dq divide
* fix
* support attn divide
* update qwen2 7b
* divide down_proj & other linear
* use concat & reduce sum
* support scale after
* support qwen2
* w/ mm
* update reshape
* spda
* split
* split 2+
* update
* lm head-> 28
* no scale
* update
* update
* update
* fix style
* fix style
* to split linear
* update
* update code
* address comments
* fix style & remove redundant code & revert benchmark scripts
* fix style & remove code
* update save & load
---------
Co-authored-by: Yang Wang <yang3.wang@intel.com>
2024-10-23 14:10:58 +08:00
Ruonan Wang
03bd01c99c
optimize npu qwen2 ( #12107 )
2024-09-20 19:46:16 +08:00
Yuwen Hu
828fa01ad3
[NPU] Add mixed_precision for Qwen2 7B ( #12098 )
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* Add mix_precision argument to control whether use INT8 lm_head for Qwen2-7B-Instruct
* Small fix
* Fixed on load low bit with mixed precision
* Small fix
* Update example accordingly
* Update for default prompt
* Update base on comments
* Final fix
2024-09-20 16:36:21 +08:00
Ruonan Wang
09b8c80d9d
update code for NPU qwen2 ( #12094 )
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* update code
* fix
2024-09-20 15:58:32 +08:00
Yuwen Hu
f7fb3c896c
Update lm_head optimization for Qwen2 7B ( #12090 )
2024-09-18 17:02:02 +08:00
Ruonan Wang
081af41def
[NPU] Optimize Qwen2 lm_head to use INT4 ( #12072 )
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* temp save
* update
* fix
* fix
* Split lm_head into 7 parts & remove int8 for lm_head when sym_int4
* Simlify and add condition to code
* Small fix
* refactor some code
* fix style
* fix style
* fix style
* fix
* fix
* temp sav e
* refactor
* fix style
* further refactor
* simplify code
* meet code review
* fix style
---------
Co-authored-by: Yuwen Hu <yuwen.hu@intel.com>
2024-09-14 15:26:46 +08:00
Ruonan Wang
a0c73c26d8
clean NPU code ( #12060 )
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* clean code
* remove time.perf_counter()
2024-09-11 15:10:35 +08:00
Ruonan Wang
640998edea
update inter_pp of qwen2 ( #12041 )
2024-09-10 10:34:17 +08:00
binbin Deng
d2e1b9aaff
Add input padding during prefill for qwen2-7b ( #12033 )
2024-09-06 16:39:59 +08:00
Ruonan Wang
0d04531ae0
update NPU readme of Qwen2 ( #12032 )
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* update readme
* update broadcast
2024-09-06 15:02:39 +08:00
Yang Wang
58555bd9de
Optimize broadcast for npu llama ( #12028 )
2024-09-06 13:28:20 +08:00
binbin Deng
845e5dc89e
Support lm_head of minicpm-2b on NPU ( #12019 )
2024-09-05 16:19:22 +08:00
binbin Deng
01099f08ee
Revert prefill logic of qwen2-7b ( #11992 )
2024-09-03 14:45:01 +08:00
binbin Deng
2f3d1bd0ec
hotfix qwen2-7b weight setting ( #11991 )
2024-09-02 18:11:08 +08:00
binbin Deng
a40ea7038d
Fix AttributeError of qwen2-1.5B ( #11990 )
2024-09-02 17:55:10 +08:00
Yang Wang
c48817bd43
Support Qwen2-7b MLP in int4 and transpose_value_cache=True ( #11968 )
2024-09-02 14:37:44 +08:00
Ruonan Wang
573c20bae6
fix npu lm_head cpu condition ( #11976 )
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* fix
* fix
* fix
* fix stype
* fix style
* fix style
2024-08-30 17:11:26 +08:00
Ruonan Wang
60aa1a2c0f
Initial NPU support for MiniCPM-V-2_6 ( #11966 )
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* initial pr
* update npu model
* fix
* fix kv cache type
* fix
* small fix
* fix style
* fix model id
* change inter_pp=4
* address comment
* fix
* fix style
* fix
* rebase
2024-08-30 16:34:35 +08:00
binbin Deng
cd077881f1
Disable lm head ( #11972 )
2024-08-30 11:05:18 +08:00
Yang Wang
fbf088f61e
remove obselete npu code ( #11967 )
2024-08-29 14:16:44 -07:00
Yina Chen
882f4a5ff7
Add lnl npu driver recommend version and enable cpu_lm_head on llama3 ( #11952 )
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* update lnl npu driver version and enable cpu_lm_head on llama3
* update
* fix style
* typo
* address comments
* update
* add qwen2-7b
2024-08-29 15:01:18 +08:00
binbin Deng
71f03dcc39
Support qwen2-7b with fused decoderlayer optimization on NPU ( #11912 )
2024-08-29 13:34:20 +08:00
Jiao Wang
63ac5f64bb
Refactor NPU baichuan multiple-process ( #11945 )
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* update
* add baichuan mp
* clean
* refactor
* merge
* style
* update
* update
2024-08-28 11:33:40 -07:00
SONG Ge
5ca7390082
[NPU] Add minicpm-2b support for npu multi-processing ( #11949 )
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* add minicpm-2b support
* update example for minicpm-2b
* add LNL NPU driver requirement in readme
2024-08-28 18:08:49 +08:00
Yina Chen
b38fb67bec
[NPU] lm head to cpu ( #11943 )
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* lm head to cpu
* qwen2
* mv logic and add param to disable cpu_lm_head
* use env and lm_head opt to mp file
* fix
* update
* remove print
2024-08-28 16:34:07 +08:00
binbin Deng
bec00e2015
Improve baichuan2 NPU performance ( #11942 )
2024-08-27 18:37:08 +08:00
Zijie Li
90f692937d
Update npu baichuan2 ( #11939 )
2024-08-27 16:56:26 +08:00
Jiao Wang
b4b6ddf73c
NPU Baichuan2 Multi- Process example ( #11928 )
2024-08-27 15:25:49 +08:00
SONG Ge
e211a5b076
update minicpm to meet latest refactor ( #11937 )
2024-08-27 15:08:01 +08:00
Zijie Li
6c3eb1e1e8
refactor from_pretrained API for NPU ( #11927 )
2024-08-27 09:50:30 +08:00
SONG Ge
019f725d4d
[NPU] Add support for running mp minicpm model on npu ( #11909 )
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* add initial support for npu minicpm mp
* fix minicpm-1b abnormal output error
2024-08-26 17:52:55 +08:00
binbin Deng
303a090a6b
Add lm_head optimization on NPU ( #11903 )
2024-08-23 15:51:07 +08:00
binbin Deng
72a7bf624b
Support qwen2-1.5b with fused decoderlayer optimization on NPU ( #11888 )
2024-08-22 11:09:12 +08:00
Yang Wang
209d42ab79
Refactor npu mp to make it easier to integrate new models ( #11873 )
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* Refactor npu mp to make it easier to integrate new models
* fix style
* move layer functions to base
2024-08-20 20:58:47 -07:00
Yang Wang
bdaeee1d63
Fix run_decoders bug ( #11871 )
2024-08-20 12:04:59 -07:00
Yang Wang
99b05ba1dc
separate prefill into a process ( #11787 )
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* seperate prefill into a process
* using model.share_memory()
* might work
* worked
* use long prompt
* refactor
* cleanup
* fix bug
* clean up
* changable inter and intra process stages
* refactor
* add max output len
* fix npu_model changes that may cause generate down
* fix npu_model generate import error
* fix generare forward error
---------
Co-authored-by: sgwhat <ge.song@intel.com>
2024-08-19 17:53:36 +08:00
Yang Wang
51bcac1229
follow up on experimental support of fused decoder layer for llama2 ( #11785 )
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* clean up and support transpose value cache
* refine
* fix style
* fix style
2024-08-13 18:53:55 -07:00
binbin Deng
23d3acdc77
Add experimental support of fused decoder layer for llama2 ( #11768 )
2024-08-13 14:41:36 +08:00
