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Zhwang/debug tp8 #34

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sfc-gh-ashankar and others added 30 commits July 10, 2023 19:24
* Update beam_search_topk_kernels.cu

fix: fix bug of beam search

* fix: change int of some kernels to int64_t to prevent overflow

* fix: gpt tensor shapes inconsistency (NVIDIA#505)

Signed-off-by: AkiyamaYummy <[email protected]>

* Update gpt_guide.md (NVIDIA#529)

* fix: fix bug of gpt buffer and gpt gemm overflow

* Update T5DecodingWeight.cc

fix: fix loading bug of t5

* [Enhancement]add pytorch backend support for gptneox (NVIDIA#550)

* add pytorch backend support for gptneox

Signed-off-by: AkiyamaYummy <[email protected]>

* fix early stopping invalid

* 1) Some unused parameters and logic have been removed. 2) Revisions that would affect pipeline parallelism have been reverted. 3) The code has been made capable of direct validation on TabbyML/NeoX-1.3B.

Signed-off-by: AkiyamaYummy <[email protected]>

* Change the names of classes, removing 'parallel' from their names

Signed-off-by: AkiyamaYummy <[email protected]>

* Format the code.

Signed-off-by: AkiyamaYummy <[email protected]>

* Only print results when rank is 0.

Signed-off-by: AkiyamaYummy <[email protected]>

* Add dist.init_process_group().

Signed-off-by: AkiyamaYummy <[email protected]>

* update docs

Signed-off-by: AkiyamaYummy <[email protected]>

---------

Signed-off-by: AkiyamaYummy <[email protected]>

* Update cublasMMWrapper.cc

Fix the CUBLAS_VERSION checking of cublasMMWrapper

* Update cublasMMWrapper.cc

* fix overflow in softmax_kernel when process long seqlen and big batch_size (NVIDIA#524)

* Update unfused_attention_kernels.cu

fix bug of softmax kernel

* [Enhancement]create huggingface_gptneox_convert.py (NVIDIA#569)

* create huggingface_gptneox_convert.py

Signed-off-by: AkiyamaYummy <[email protected]>

* adjust HF's multi bin files

Signed-off-by: AkiyamaYummy <[email protected]>

* update gptneox_guide.md

Signed-off-by: AkiyamaYummy <[email protected]>

---------

Signed-off-by: AkiyamaYummy <[email protected]>

* perf(bloom): improve performance of huggingface_bloom_convert.py, decrease the time cost and the mem using (NVIDIA#568)

Co-authored-by: r.yang <[email protected]>

* Fix/gpt early stop (NVIDIA#584)

* fix: fix bug of early stopping of gpt

* [bugfix] Fix 2-shot All Reduce correctness issue (indexing bug). (NVIDIA#672)

FasterTransformer 2-shot all reduce is implemented as a reduce-scatter + all-gather. There is an indexing bug in the all-gather step. Prior to this change, 2-shot all reduce was only producing correct results on device 0. Now, all devices have the correct results.

* fix: swap tensor bug (NVIDIA#683)

* Support size_per_head=112 (NVIDIA#660)

* fix multi-gpu build

* add support for size_per_head=112 for gpt decoder

* remove mpi_cxx from multi-gpu build for now (NVIDIA#705)

---------

Signed-off-by: AkiyamaYummy <[email protected]>
Co-authored-by: byshiue <[email protected]>
Co-authored-by: _yummy_ <[email protected]>
Co-authored-by: Ying Sheng <[email protected]>
Co-authored-by: zhangxin81 <[email protected]>
Co-authored-by: 杨睿 <[email protected]>
Co-authored-by: r.yang <[email protected]>
Co-authored-by: Rahul Kindi <[email protected]>
Co-authored-by: Perkz Zheng <[email protected]>
Co-authored-by: Daya Khudia <[email protected]>
Co-authored-by: Dean Wyatte <[email protected]>
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2 participants