Commit Graph

12 Commits

Author SHA1 Message Date
xiaonans afed5d3c3d use workspace to optimize kvcache attention 2024-01-25 10:33:01 +08:00
xiaonans 6a1bfd6c45 [feature] support kvcache with static graph 2024-01-17 11:38:44 +08:00
Chenjie Duan 51086d2b8d
Modify kernel registration & support fp16 (#205)
* - Remove dataType from the kernel registration.

* - support fp16 for conv

* - cpu kernel: adapt the new registration mechanism

* modified all register kernel

* add where fp16

* add layernorm fp16

* add split_concat fp16

* - element_wise support fp16

* feat: support transpose fp16

* feat: support sliceOp fp16

* - unary support fp16

* - feat: support reduceOp fp16

* feat: support matmulOp/expandOp fp16

* feat: support powOp int8

* add cuda cast & support half-precision for gather

* style: fix style

* feat:support int8 for gather

* style:fix style

* modified test_cuda_conv_transposed

* fix: fix dist code to support fp16

* fix(graph.cc): fix topo_sort

* fix: fix recv and send kernel registration

* feat: add field tensors for stub

* refactor(frontend): 先排序后构图

Signed-off-by: YdrMaster <ydrml@hotmail.com>

* fix: 为中间结果提供tensor到node的mapping

* fix (slice): add guard for area out of range

* fix: fix matmul fp16

* fix: fix re-dataMalloc for weight tensor and use of naive allocator

* feat: add dataType filter for cuda kernel

* feat: bang kernel adapt the new registration mechanism

* fix: fix some error on mlu

* feat: intelcpu kernel adapt the new registration mechanism

* feat: modify kernel registration on kunlun

* fix intelcpu compiler bug

* feat: bang reshape support all dataType

* fix: fix bang reduce

* fix(all_reduce.cc): fix as reviewer suggessted

* fix: fix style and restore unary test codes

---------

Signed-off-by: YdrMaster <ydrml@hotmail.com>
Co-authored-by: xgqdut2016 <kenan_gewei@163.com>
Co-authored-by: xgqdut2016 <140036308+xgqdut2016@users.noreply.github.com>
Co-authored-by: zhangyunze <z13785159769@163.com>
Co-authored-by: OdinaryWord <sx-hz@163.com>
Co-authored-by: YdrMaster <ydrml@hotmail.com>
Co-authored-by: panzezhong <panzezhong@qiyuanlab.com>
2024-01-15 11:02:13 +08:00
Hardy 42032356fb
Bang cncl (#163)
* MLU CNCL base

* add FindCNCL.cmake, not find -lcncl

* bangPrintFloat not find

* docker:make sucessful, test error

* delete net file and onnxtest.py

* init

* fix cncl

* format

* fix

* format

* fix cncl

* run dist gpt2 on mlu

* format

* fix import error on mlu docker

* run llama single card

* run distributed llama2

* add test for slice/reduce on mlu

* fix cncl related test

* fix format

* format

* delete comments

* change GPU to MLU

* MLU CNCL base

* add FindCNCL.cmake, not find -lcncl

* bangPrintFloat not find

* docker:make sucessful, test error

* delete net file and onnxtest.py

* init

* fix cncl

* format

* fix

* format

* fix cncl

* run dist gpt2 on mlu

* format

* fix import error on mlu docker

* run llama single card

* run distributed llama2

* add test for slice/reduce on mlu

* fix cncl related test

* fix format

* format

* delete comments

* change GPU to MLU

* modify launch script

* fix name

* fix format

* fix gather

* format python script

---------

Co-authored-by: xgqdut2016 <kenan_gewei@163.com>
Co-authored-by: Bolun <chamberlain0w0@gmail.com>
Co-authored-by: Bolun Zhang <48948016+Chamberlain0w0@users.noreply.github.com>
2024-01-03 13:28:03 +08:00
Chenjie Duan 6e7bd6ca0c
fix(perf.py): change NNmodel commit to fix perf.py (#203) 2023-12-28 21:31:39 +08:00
learner2468 9a9587556c
Add examples: inference of Paddle models (#192)
* Add paddle model and infer with InfiniTensor

* Remove unused import

---------

Co-authored-by: kilinchange <44265800+kilinchange@users.noreply.github.com>

【Hackathon No.106】Add paddle model and infer with InfiniTensor
2023-12-14 19:42:43 +08:00
constroy Li feccd4f318
fix tensor parallel for llama (#159)
* fix Slice

* change default rounds of timeit to 10 to reduce time

* fix slice with large ends

* Reshape support Int64

* support position_ids as input

* skip last MatMul in Llama

* skip infer_shapes to parse large model

* update launch.py

* fix split_concat_kernel

* print more message in launch.py

* Reshape supports both Int32 and Int64

* try infer_shapes and warn about failure

* fix format

---------

Co-authored-by: whjthu <haojie0429@gmail.com>
2023-10-30 15:04:16 +08:00
Haojie Wang f25bcca076
add python examples (#143)
* add python examples

* use copy*_numpy instead of copy*_float
2023-09-28 10:40:45 +08:00
kilinchange 877db21021
Fix support kvcache (#142)
* - fix onnx.py

* - fix shard_concat
2023-09-27 11:08:44 +08:00
kilinchange 48ec730579
Support kvcache (#134)
* add cmake bits about NCCL

* move example to examples/NNmodel

* impl NCCL communicator

* add comm related function to Runtime

* export runtime interface

* add launch.py

* use unique name to distingush the the NCCL ID file

* add timeout to communicator init

* expose communicator obj from runtime obj, add unit test for nccl communicator

* reformat files

* Add allReduce operator and cuda nccl allReduce kernel

* impl model parallel for resnet

* add allGather nccl kernel and operator

* Add allreduce allgather operator tests, change allgather kernel to output list of tensor, fix shape infer, handle nullptr output

* fix format of onnx.py

* use concat following AllGather

* get tensor parallel for resnet

* fix format of graph_handler.cc

* change BUILD_DIST default to OFF

* polish code of communicator

* update .gitignore

* export min/max to python

* fix MatMul

* modify launch.py to run opt

* hack to treat ReduceSum as AllReduceSum

* throw exception in cuda error

* fix parallel_opt.py

* improve the error prompt and cuda error check

* fix GatherObj::GatherObj member init

* fix size calculation for scalar (rank = 0) tensor

* MatMul supports bias

* fix add bias for row parallel gemm

* add --gen_std to launch.py

* fix AllReduceNCCL

* update launch.py

* less log

* update parallel_opt

* update launch.py

* add __eq__ for Placement sub-classes

* less benchmark run

* fix placement infer for matmul

* fix vacabuary size

* fix Exception

* Add shard tensor with group to support gpt2

* Add find successor function to find split op at different depth

* recover CommunicatorObj

* improve error mesasge

* optimize parallel_opt.py

* optimize launch.py

* recover docs for all_reduce and all_gather

* - support concat for kvcache

* - modify allocator

* - add tensorType
- modify allocator to support memory allocation based on tensorType

* - fix allocator init

* - support kvcache by running 2 stub distributively

* - fix name

* - remove unused flag

* - fix wrong pb name

* - fix as constroy suggessed

* - fix launch.py format

---------

Co-authored-by: constroy <constroy.li@gmail.com>
Co-authored-by: panzezhong <panzezhong@qiyuanlab.com>
2023-09-18 14:17:02 +08:00
constroy Li 4c321c8a91
tensor parallel for transformer (#125)
* add cmake bits about NCCL

* move example to examples/NNmodel

* impl NCCL communicator

* add comm related function to Runtime

* export runtime interface

* add launch.py

* use unique name to distingush the the NCCL ID file

* add timeout to communicator init

* expose communicator obj from runtime obj, add unit test for nccl communicator

* reformat files

* Add allReduce operator and cuda nccl allReduce kernel

* impl model parallel for resnet

* add allGather nccl kernel and operator

* Add allreduce allgather operator tests, change allgather kernel to output list of tensor, fix shape infer, handle nullptr output

* fix format of onnx.py

* use concat following AllGather

* get tensor parallel for resnet

* fix format of graph_handler.cc

* change BUILD_DIST default to OFF

* polish code of communicator

* update .gitignore

* export min/max to python

* fix MatMul

* modify launch.py to run opt

* hack to treat ReduceSum as AllReduceSum

* throw exception in cuda error

* fix parallel_opt.py

* improve the error prompt and cuda error check

* fix GatherObj::GatherObj member init

* fix size calculation for scalar (rank = 0) tensor

* MatMul supports bias

* fix add bias for row parallel gemm

* add --gen_std to launch.py

* fix AllReduceNCCL

* update launch.py

* less log

* update parallel_opt

* update launch.py

* add __eq__ for Placement sub-classes

* less benchmark run

* fix placement infer for matmul

* fix vacabuary size

* fix Exception

* Add shard tensor with group to support gpt2

* Add find successor function to find split op at different depth

* recover CommunicatorObj

* improve error mesasge

* optimize parallel_opt.py

* optimize launch.py

* recover docs for all_reduce and all_gather

* Fix API

* fix format

---------

Co-authored-by: panzezhong <panzezhong@qiyuanlab.com>
Co-authored-by: Haojie Wang <haojie0429@gmail.com>
2023-09-14 14:19:45 +08:00
constroy Li f60767a770
impl distributed launch with NCCL (#106)
* add cmake bits about NCCL

* move example to examples/NNmodel

* impl NCCL communicator

* add comm related function to Runtime

* export runtime interface

* add launch.py

* use unique name to distingush the the NCCL ID file

* add timeout to communicator init

* expose communicator obj from runtime obj, add unit test for nccl communicator

* reformat files

* Add allReduce operator and cuda nccl allReduce kernel

* impl model parallel for resnet

* add allGather nccl kernel and operator

* Add allreduce allgather operator tests, change allgather kernel to output list of tensor, fix shape infer, handle nullptr output

* fix format of onnx.py

* use concat following AllGather

* get tensor parallel for resnet

* fix format of graph_handler.cc

* change BUILD_DIST default to OFF

* polish code of communicator

* update .gitignore

* Add broadcast operator and cuda kernel

* Add comments for operators

* remove const of class member

* move communicator to CudaRuntimeObj

* Add an empty line at EOF.

---------

Co-authored-by: panzezhong <panzezhong@qiyuanlab.com>
Co-authored-by: Haojie Wang <haojie0429@gmail.com>
2023-09-05 09:47:35 +08:00