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Dao-AILab / flash-attention

Fast and memory-efficient exact attention
BSD 3-Clause "New" or "Revised" License
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Error building V2 on windows with CUDA 11.8 #395

Open yarin177 opened 1 year ago

yarin177 commented 1 year ago

Hey, I am tried to install flash-attn using this command: pip install flash-attn --no-build-isolation on Windows using Conda env.

I encounter many errors, I uploaded some of the traceback here I managed to sucessfully install flash-attn==0.2.8. Preview of the traceback:

Collecting flash-attn
  Downloading flash_attn-2.0.2.tar.gz (4.2 MB)
     ---------------------------------------- 4.2/4.2 MB 2.3 MB/s eta 0:00:00
  Preparing metadata (setup.py): started
  Preparing metadata (setup.py): finished with status 'done'
Requirement already satisfied: torch in c:\users\yarin\anaconda3\envs\llama-32k\lib\site-packages (from flash-attn) (2.0.1+cu118)
Collecting einops (from flash-attn)
  Downloading einops-0.6.1-py3-none-any.whl (42 kB)
     ---------------------------------------- 42.2/42.2 kB ? eta 0:00:00
Requirement already satisfied: packaging in c:\users\yarin\anaconda3\envs\llama-32k\lib\site-packages (from flash-attn) (23.1)
Requirement already satisfied: ninja in c:\users\yarin\anaconda3\envs\llama-32k\lib\site-packages (from flash-attn) (1.11.1)
Requirement already satisfied: filelock in c:\users\yarin\anaconda3\envs\llama-32k\lib\site-packages (from torch->flash-attn) (3.9.0)
Requirement already satisfied: typing-extensions in c:\users\yarin\anaconda3\envs\llama-32k\lib\site-packages (from torch->flash-attn) (4.4.0)
Requirement already satisfied: sympy in c:\users\yarin\anaconda3\envs\llama-32k\lib\site-packages (from torch->flash-attn) (1.11.1)
Requirement already satisfied: networkx in c:\users\yarin\anaconda3\envs\llama-32k\lib\site-packages (from torch->flash-attn) (3.0)
Requirement already satisfied: jinja2 in c:\users\yarin\anaconda3\envs\llama-32k\lib\site-packages (from torch->flash-attn) (3.1.2)
Requirement already satisfied: MarkupSafe>=2.0 in c:\users\yarin\anaconda3\envs\llama-32k\lib\site-packages (from jinja2->torch->flash-attn) (2.1.2)
Requirement already satisfied: mpmath>=0.19 in c:\users\yarin\anaconda3\envs\llama-32k\lib\site-packages (from sympy->torch->flash-attn) (1.2.1)
Building wheels for collected packages: flash-attn
  Building wheel for flash-attn (setup.py): started
  Building wheel for flash-attn (setup.py): finished with status 'error'
  error: subprocess-exited-with-error

  python setup.py bdist_wheel did not run successfully.
  exit code: 1

  [25223 lines of output]

  torch.__version__  = 2.0.1+cu118

  fatal: not a git repository (or any of the parent directories): .git
  running bdist_wheel
  running build
  running build_py
  creating build
  creating build\lib.win-amd64-cpython-311
  creating build\lib.win-amd64-cpython-311\flash_attn
  copying flash_attn\attention_kernl.py -> build\lib.win-amd64-cpython-311\flash_attn
  copying flash_attn\bert_padding.py -> build\lib.win-amd64-cpython-311\flash_attn
  copying flash_attn\fav2_interface.py -> build\lib.win-amd64-cpython-311\flash_attn
  copying flash_attn\flash_attention.py -> build\lib.win-amd64-cpython-311\flash_attn
  copying flash_attn\flash_attn_interface.py -> build\lib.win-amd64-cpython-311\flash_attn
  copying flash_attn\flash_attn_triton.py -> build\lib.win-amd64-cpython-311\flash_attn
  copying flash_attn\flash_attn_triton_og.py -> build\lib.win-amd64-cpython-311\flash_attn
  copying flash_attn\flash_attn_triton_single_query.py -> build\lib.win-amd64-cpython-311\flash_attn
  copying flash_attn\flash_attn_triton_tmp.py -> build\lib.win-amd64-cpython-311\flash_attn
  copying flash_attn\flash_attn_triton_tmp_og.py -> build\lib.win-amd64-cpython-311\flash_attn
  copying flash_attn\flash_attn_triton_varlen.py -> build\lib.win-amd64-cpython-311\flash_attn
  copying flash_attn\flash_blocksparse_attention.py -> build\lib.win-amd64-cpython-311\flash_attn
  copying flash_attn\flash_blocksparse_attn_interface.py -> build\lib.win-amd64-cpython-311\flash_attn
  copying flash_attn\fused_softmax.py -> build\lib.win-amd64-cpython-311\flash_attn
  copying flash_attn\rotary.py -> build\lib.win-amd64-cpython-311\flash_attn
  copying flash_attn\tmp.py -> build\lib.win-amd64-cpython-311\flash_attn
  copying flash_attn\__init__.py -> build\lib.win-amd64-cpython-311\flash_attn
  creating build\lib.win-amd64-cpython-311\flash_attn\layers
  copying flash_attn\layers\patch_embed.py -> build\lib.win-amd64-cpython-311\flash_attn\layers
  copying flash_attn\layers\rotary.py -> build\lib.win-amd64-cpython-311\flash_attn\layers
  copying flash_attn\layers\__init__.py -> build\lib.win-amd64-cpython-311\flash_attn\layers
  creating build\lib.win-amd64-cpython-311\flash_attn\losses
  copying flash_attn\losses\cross_entropy.py -> build\lib.win-amd64-cpython-311\flash_attn\losses
  copying flash_attn\losses\__init__.py -> build\lib.win-amd64-cpython-311\flash_attn\losses
  creating build\lib.win-amd64-cpython-311\flash_attn\models
  copying flash_attn\models\bert.py -> build\lib.win-amd64-cpython-311\flash_attn\models
  copying flash_attn\models\falcon.py -> build\lib.win-amd64-cpython-311\flash_attn\models
  copying flash_attn\models\gpt.py -> build\lib.win-amd64-cpython-311\flash_attn\models
  copying flash_attn\models\gptj.py -> build\lib.win-amd64-cpython-311\flash_attn\models
  copying flash_attn\models\gpt_neox.py -> build\lib.win-amd64-cpython-311\flash_attn\models
  copying flash_attn\models\llama.py -> build\lib.win-amd64-cpython-311\flash_attn\models
  copying flash_attn\models\opt.py -> build\lib.win-amd64-cpython-311\flash_attn\models
  copying flash_attn\models\vit.py -> build\lib.win-amd64-cpython-311\flash_attn\models
  copying flash_attn\models\__init__.py -> build\lib.win-amd64-cpython-311\flash_attn\models
  creating build\lib.win-amd64-cpython-311\flash_attn\modules
  copying flash_attn\modules\block.py -> build\lib.win-amd64-cpython-311\flash_attn\modules
  copying flash_attn\modules\embedding.py -> build\lib.win-amd64-cpython-311\flash_attn\modules
  copying flash_attn\modules\mha.py -> build\lib.win-amd64-cpython-311\flash_attn\modules
  copying flash_attn\modules\mlp.py -> build\lib.win-amd64-cpython-311\flash_attn\modules
  copying flash_attn\modules\__init__.py -> build\lib.win-amd64-cpython-311\flash_attn\modules
  creating build\lib.win-amd64-cpython-311\flash_attn\ops
  copying flash_attn\ops\activations.py -> build\lib.win-amd64-cpython-311\flash_attn\ops
  copying flash_attn\ops\fused_dense.py -> build\lib.win-amd64-cpython-311\flash_attn\ops
  copying flash_attn\ops\gelu_activation.py -> build\lib.win-amd64-cpython-311\flash_attn\ops
  copying flash_attn\ops\layer_norm.py -> build\lib.win-amd64-cpython-311\flash_attn\ops
  copying flash_attn\ops\rms_norm.py -> build\lib.win-amd64-cpython-311\flash_attn\ops
  copying flash_attn\ops\__init__.py -> build\lib.win-amd64-cpython-311\flash_attn\ops
  creating build\lib.win-amd64-cpython-311\flash_attn\utils
  copying flash_attn\utils\benchmark.py -> build\lib.win-amd64-cpython-311\flash_attn\utils
  copying flash_attn\utils\distributed.py -> build\lib.win-amd64-cpython-311\flash_attn\utils
  copying flash_attn\utils\generation.py -> build\lib.win-amd64-cpython-311\flash_attn\utils
  copying flash_attn\utils\pretrained.py -> build\lib.win-amd64-cpython-311\flash_attn\utils
  copying flash_attn\utils\__init__.py -> build\lib.win-amd64-cpython-311\flash_attn\utils
  running build_ext
  C:\Users\Yarin\anaconda3\envs\llama-32k\Lib\site-packages\torch\utils\cpp_extension.py:359: UserWarning: Error checking compiler version for cl: [WinError 2] The system cannot find the file specified
    warnings.warn(f'Error checking compiler version for {compiler}: {error}')
  building 'flash_attn_2_cuda' extension
  creating C:\Users\Yarin\AppData\Local\Temp\pip-install-8ikwb3vg\flash-attn_d30e4bdc739f4aed9856b2a5cde670a1\build\temp.win-amd64-cpython-311
  creating C:\Users\Yarin\AppData\Local\Temp\pip-install-8ikwb3vg\flash-attn_d30e4bdc739f4aed9856b2a5cde670a1\build\temp.win-amd64-cpython-311\Release
  creating C:\Users\Yarin\AppData\Local\Temp\pip-install-8ikwb3vg\flash-attn_d30e4bdc739f4aed9856b2a5cde670a1\build\temp.win-amd64-cpython-311\Release\csrc
  creating C:\Users\Yarin\AppData\Local\Temp\pip-install-8ikwb3vg\flash-attn_d30e4bdc739f4aed9856b2a5cde670a1\build\temp.win-amd64-cpython-311\Release\csrc\flash_attn
  creating C:\Users\Yarin\AppData\Local\Temp\pip-install-8ikwb3vg\flash-attn_d30e4bdc739f4aed9856b2a5cde670a1\build\temp.win-amd64-cpython-311\Release\csrc\flash_attn\src
  Emitting ninja build file C:\Users\Yarin\AppData\Local\Temp\pip-install-8ikwb3vg\flash-attn_d30e4bdc739f4aed9856b2a5cde670a1\build\temp.win-amd64-cpython-311\Release\build.ninja...
  Compiling objects...
  Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
  [1/33] C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8\bin\nvcc --generate-dependencies-with-compile --dependency-output C:\Users\Yarin\AppData\Local\Temp\pip-install-8ikwb3vg\flash-attn_d30e4bdc739f4aed9856b2a5cde670a1\build\temp.win-amd64-cpython-311\Release\csrc/flash_attn/src/flash_bwd_hdim128_fp16_sm80.obj.d --use-local-env -Xcompiler /MD -Xcompiler /wd4819 -Xcompiler /wd4251 -Xcompiler /wd4244 -Xcompiler /wd4267 -Xcompiler /wd4275 -Xcompiler /wd4018 -Xcompiler /wd4190 -Xcompiler /EHsc -Xcudafe --diag_suppress=base_class_has_different_dll_interface -Xcudafe --diag_suppress=field_without_dll_interface -Xcudafe --diag_suppress=dll_interface_conflict_none_assumed -Xcudafe --diag_suppress=dll_interface_conflict_dllexport_assumed -IC:\Users\Yarin\AppData\Local\Temp\pip-install-8ikwb3vg\flash-attn_d30e4bdc739f4aed9856b2a5cde670a1\csrc\flash_attn -IC:\Users\Yarin\AppData\Local\Temp\pip-install-8ikwb3vg\flash-attn_d30e4bdc739f4aed9856b2a5cde670a1\csrc\flash_attn\src -IC:\Users\Yarin\AppData\Local\Temp\pip-install-8ikwb3vg\flash-attn_d30e4bdc739f4aed9856b2a5cde670a1\csrc\cutlass\include -IC:\Users\Yarin\anaconda3\envs\llama-32k\Lib\site-packages\torch\include -IC:\Users\Yarin\anaconda3\envs\llama-32k\Lib\site-packages\torch\include\torch\csrc\api\include -IC:\Users\Yarin\anaconda3\envs\llama-32k\Lib\site-packages\torch\include\TH -IC:\Users\Yarin\anaconda3\envs\llama-32k\Lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8\include" -IC:\Users\Yarin\anaconda3\envs\llama-32k\include -IC:\Users\Yarin\anaconda3\envs\llama-32k\Include "-IC:\Program Files\Microsoft Visual Studio\2022\Community\VC\Tools\MSVC\14.36.32532\include" "-IC:\Program Files\Microsoft Visual Studio\2022\Community\VC\Tools\MSVC\14.36.32532\ATLMFC\include" "-IC:\Program Files\Microsoft Visual Studio\2022\Community\VC\Auxiliary\VS\include" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.22000.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22000.0\\um" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22000.0\\shared" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22000.0\\winrt" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22000.0\\cppwinrt" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.8\include\um" -c C:\Users\Yarin\AppData\Local\Temp\pip-install-8ikwb3vg\flash-attn_d30e4bdc739f4aed9856b2a5cde670a1\csrc\flash_attn\src\flash_bwd_hdim128_fp16_sm80.cu -o C:\Users\Yarin\AppData\Local\Temp\pip-install-8ikwb3vg\flash-attn_d30e4bdc739f4aed9856b2a5cde670a1\build\temp.win-amd64-cpython-311\Release\csrc/flash_attn/src/flash_bwd_hdim128_fp16_sm80.obj -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -O3 -std=c++17 -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ -U__CUDA_NO_BFLOAT16_CONVERSIONS__ --expt-relaxed-constexpr --expt-extended-lambda --use_fast_math --ptxas-options=-v -lineinfo -gencode arch=compute_80,code=sm_80 -gencode arch=compute_90,code=sm_90 --threads 4 -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=flash_attn_2_cuda -D_GLIBCXX_USE_CXX11_ABI=0
  FAILED: C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/build/temp.win-amd64-cpython-311/Release/csrc/flash_attn/src/flash_bwd_hdim128_fp16_sm80.obj
  C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8\bin\nvcc --generate-dependencies-with-compile --dependency-output C:\Users\Yarin\AppData\Local\Temp\pip-install-8ikwb3vg\flash-attn_d30e4bdc739f4aed9856b2a5cde670a1\build\temp.win-amd64-cpython-311\Release\csrc/flash_attn/src/flash_bwd_hdim128_fp16_sm80.obj.d --use-local-env -Xcompiler /MD -Xcompiler /wd4819 -Xcompiler /wd4251 -Xcompiler /wd4244 -Xcompiler /wd4267 -Xcompiler /wd4275 -Xcompiler /wd4018 -Xcompiler /wd4190 -Xcompiler /EHsc -Xcudafe --diag_suppress=base_class_has_different_dll_interface -Xcudafe --diag_suppress=field_without_dll_interface -Xcudafe --diag_suppress=dll_interface_conflict_none_assumed -Xcudafe --diag_suppress=dll_interface_conflict_dllexport_assumed -IC:\Users\Yarin\AppData\Local\Temp\pip-install-8ikwb3vg\flash-attn_d30e4bdc739f4aed9856b2a5cde670a1\csrc\flash_attn -IC:\Users\Yarin\AppData\Local\Temp\pip-install-8ikwb3vg\flash-attn_d30e4bdc739f4aed9856b2a5cde670a1\csrc\flash_attn\src -IC:\Users\Yarin\AppData\Local\Temp\pip-install-8ikwb3vg\flash-attn_d30e4bdc739f4aed9856b2a5cde670a1\csrc\cutlass\include -IC:\Users\Yarin\anaconda3\envs\llama-32k\Lib\site-packages\torch\include -IC:\Users\Yarin\anaconda3\envs\llama-32k\Lib\site-packages\torch\include\torch\csrc\api\include -IC:\Users\Yarin\anaconda3\envs\llama-32k\Lib\site-packages\torch\include\TH -IC:\Users\Yarin\anaconda3\envs\llama-32k\Lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8\include" -IC:\Users\Yarin\anaconda3\envs\llama-32k\include -IC:\Users\Yarin\anaconda3\envs\llama-32k\Include "-IC:\Program Files\Microsoft Visual Studio\2022\Community\VC\Tools\MSVC\14.36.32532\include" "-IC:\Program Files\Microsoft Visual Studio\2022\Community\VC\Tools\MSVC\14.36.32532\ATLMFC\include" "-IC:\Program Files\Microsoft Visual Studio\2022\Community\VC\Auxiliary\VS\include" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.22000.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22000.0\\um" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22000.0\\shared" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22000.0\\winrt" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22000.0\\cppwinrt" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.8\include\um" -c C:\Users\Yarin\AppData\Local\Temp\pip-install-8ikwb3vg\flash-attn_d30e4bdc739f4aed9856b2a5cde670a1\csrc\flash_attn\src\flash_bwd_hdim128_fp16_sm80.cu -o C:\Users\Yarin\AppData\Local\Temp\pip-install-8ikwb3vg\flash-attn_d30e4bdc739f4aed9856b2a5cde670a1\build\temp.win-amd64-cpython-311\Release\csrc/flash_attn/src/flash_bwd_hdim128_fp16_sm80.obj -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -O3 -std=c++17 -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ -U__CUDA_NO_BFLOAT16_CONVERSIONS__ --expt-relaxed-constexpr --expt-extended-lambda --use_fast_math --ptxas-options=-v -lineinfo -gencode arch=compute_80,code=sm_80 -gencode arch=compute_90,code=sm_90 --threads 4 -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=flash_attn_2_cuda -D_GLIBCXX_USE_CXX11_ABI=0
  flash_bwd_hdim128_fp16_sm80.cu
  cl : Command line warning D9025 : overriding '/D__CUDA_NO_HALF_OPERATORS__' with '/U__CUDA_NO_HALF_OPERATORS__'
  cl : Command line warning D9025 : overriding '/D__CUDA_NO_HALF_CONVERSIONS__' with '/U__CUDA_NO_HALF_CONVERSIONS__'
  cl : Command line warning D9025 : overriding '/D__CUDA_NO_HALF2_OPERATORS__' with '/U__CUDA_NO_HALF2_OPERATORS__'
  cl : Command line warning D9025 : overriding '/D__CUDA_NO_BFLOAT16_CONVERSIONS__' with '/U__CUDA_NO_BFLOAT16_CONVERSIONS__'
  flash_bwd_hdim128_fp16_sm80.cu
  C:/Users/Yarin/anaconda3/envs/llama-32k/Lib/site-packages/torch/include\c10/macros/Macros.h(138): warning C4067: unexpected tokens following preprocessor directive - expected a newline
  cl : Command line warning D9025 : overriding '/D__CUDA_NO_HALF_OPERATORS__' with '/U__CUDA_NO_HALF_OPERATORS__'
  cl : Command line warning D9025 : overriding '/D__CUDA_NO_HALF_CONVERSIONS__' with '/U__CUDA_NO_HALF_CONVERSIONS__'
  cl : Command line warning D9025 : overriding '/D__CUDA_NO_HALF2_OPERATORS__' with '/U__CUDA_NO_HALF2_OPERATORS__'
  cl : Command line warning D9025 : overriding '/D__CUDA_NO_BFLOAT16_CONVERSIONS__' with '/U__CUDA_NO_BFLOAT16_CONVERSIONS__'
  flash_bwd_hdim128_fp16_sm80.cu
  C:/Users/Yarin/anaconda3/envs/llama-32k/Lib/site-packages/torch/include\c10/macros/Macros.h(138): warning C4067: unexpected tokens following preprocessor directive - expected a newline
  cl : Command line warning D9025 : overriding '/D__CUDA_NO_HALF_OPERATORS__' with '/U__CUDA_NO_HALF_OPERATORS__'
  cl : Command line warning D9025 : overriding '/D__CUDA_NO_HALF_CONVERSIONS__' with '/U__CUDA_NO_HALF_CONVERSIONS__'
  cl : Command line warning D9025 : overriding '/D__CUDA_NO_HALF2_OPERATORS__' with '/U__CUDA_NO_HALF2_OPERATORS__'
  cl : Command line warning D9025 : overriding '/D__CUDA_NO_BFLOAT16_CONVERSIONS__' with '/U__CUDA_NO_BFLOAT16_CONVERSIONS__'
  flash_bwd_hdim128_fp16_sm80.cu
  C:/Users/Yarin/anaconda3/envs/llama-32k/Lib/site-packages/torch/include\c10/macros/Macros.h(138): warning C4067: unexpected tokens following preprocessor directive - expected a newline
  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/numeric/math.hpp(299): error: identifier "not" is undefined

  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/numeric/math.hpp(299): error: expected a ")"

  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/numeric/math.hpp(299): error: expected a "," or ">"

  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/numeric/math.hpp(299): error: the global scope has no "type"

  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/numeric/math.hpp(299): error: expected an identifier

  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/numeric/math.hpp(300): error: identifier "__host__" is undefined

  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/numeric/math.hpp(300): error: expected a ";"

  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/numeric/math.hpp(319): warning #12-D: parsing restarts here after previous syntax error

  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/container/array_subbyte.hpp(126): error: identifier "not" is undefined

  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/container/array_subbyte.hpp(126): error: expected a ")"

  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/container/array_subbyte.hpp(126): error: expected a "," or ">"

  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/container/array_subbyte.hpp(126): error: the global scope has no "type"

  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/container/array_subbyte.hpp(126): error: expected an identifier

  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/container/array_subbyte.hpp(127): error: identifier "__host__" is undefined

  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/container/array_subbyte.hpp(127): error: expected a ";"

  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/container/array_subbyte.hpp(149): warning #12-D: parsing restarts here after previous syntax error

  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/container/array_subbyte.hpp(177): error: identifier "not" is undefined

  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/container/array_subbyte.hpp(177): error: expected a ")"

  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/container/array_subbyte.hpp(177): error: expected a "," or ">"

  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/container/array_subbyte.hpp(177): error: the global scope has no "type"

  C:/Users/Yarin/AppData/Local/Temp/pip-install-8ikwb3vg/flash-attn_d30e4bdc739f4aed9856b2a5cde670a1/csrc/cutlass/include\cute/container/array_subbyte.hpp(177): error: expected an identifier
    File "C:\Users\Yarin\anaconda3\envs\llama-32k\Lib\site-packages\setuptools\_distutils\command\build_ext.py", line 548, in build_extension
      objects = self.compiler.compile(
                ^^^^^^^^^^^^^^^^^^^^^^
    File "C:\Users\Yarin\anaconda3\envs\llama-32k\Lib\site-packages\torch\utils\cpp_extension.py", line 815, in win_wrap_ninja_compile
      _write_ninja_file_and_compile_objects(
    File "C:\Users\Yarin\anaconda3\envs\llama-32k\Lib\site-packages\torch\utils\cpp_extension.py", line 1574, in _write_ninja_file_and_compile_objects
      _run_ninja_build(
    File "C:\Users\Yarin\anaconda3\envs\llama-32k\Lib\site-packages\torch\utils\cpp_extension.py", line 1909, in _run_ninja_build
      raise RuntimeError(message) from e
  RuntimeError: Error compiling objects for extension
  [end of output]

  note: This error originates from a subprocess, and is likely not a problem with pip.
  ERROR: Failed building wheel for flash-attn
  Running setup.py clean for flash-attn
Failed to build flash-attn
ERROR: Could not build wheels for flash-attn, which is required to install pyproject.toml-based projects
snykral commented 1 year ago

345