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flash-attn3
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[general]
name = "flash_attn3"
universal = false
cuda-minver = "12.4"
cuda-maxver = "12.4"

[torch]
src = [
  "torch-ext/pytorch_shim.h",
  "torch-ext/torch_binding.cpp",
  "torch-ext/torch_binding.h",
]

[kernel.flash_attn]
backend = "cuda"
cuda-capabilities = ["8.0", "9.0a"]
cuda-flags = [
  "-O3",
  "-std=c++17",
  "--ftemplate-backtrace-limit=0",              # To debug template code
  "--use_fast_math",
  "-DCUTE_SM90_EXTENDED_MMA_SHAPES_ENABLED",
  "-DCUTLASS_ENABLE_GDC_FOR_SM90",
  "--expt-relaxed-constexpr",
  "--expt-extended-lambda",
  "--use_fast_math",
  "-DNDEBUG",
]

src = [
  "flash-attn/cuda_check.h",
  "flash-attn/flash_api.cpp",
  "flash-attn/flash_fwd_combine.cu",
  "flash-attn/flash_fwd_combine_kernel.h",
  "flash-attn/flash_fwd_combine_launch_template.h",
  "flash-attn/flash.h",
  "flash-attn/flash_prepare_scheduler.cu",
  "flash-attn/heuristics.h",
  "flash-attn/seqlen.h",
  "flash-attn/static_switch.h",
  "flash-attn/tile_size.h",
  "flash-attn/utils.h",
]
depends = ["torch", "cutlass_3_9"]

[kernel.flash_attn_sm80]
backend = "cuda"
cuda-capabilities = ["8.0", "9.0a"]
cuda-flags = [
  "-O3",
  "-std=c++17",
  "--ftemplate-backtrace-limit=0",              # To debug template code
  "--use_fast_math",
  "-DCUTE_SM90_EXTENDED_MMA_SHAPES_ENABLED",
  "-DCUTLASS_ENABLE_GDC_FOR_SM90",
  "--expt-relaxed-constexpr",
  "--expt-extended-lambda",
  "--use_fast_math",
  "-DNDEBUG",
]
src = [
  "flash-attn/block.h",
  "flash-attn/copy_sm90_bulk_reduce.hpp",
  "flash-attn/epilogue_bwd.hpp",
  "flash-attn/epilogue_fwd.hpp",
  "flash-attn/flash.h",
  "flash-attn/flash_bwd_kernel_sm80.h",
  "flash-attn/flash_bwd_kernel_sm90.h",
  "flash-attn/flash_bwd_launch_template.h",
  "flash-attn/flash_bwd_postprocess_kernel.h",
  "flash-attn/flash_bwd_preprocess_kernel.h",
  "flash-attn/flash_fwd_launch_template.h",
  "flash-attn/flash_fwd_kernel_sm80.h",
  "flash-attn/flash_fwd_kernel_sm90.h",
  "flash-attn/heuristics.h",
  "flash-attn/mainloop_bwd_sm80.hpp",
  "flash-attn/mainloop_fwd_sm80.hpp",
  "flash-attn/mainloop_bwd_sm90_tma_gmma_ws.hpp",
  "flash-attn/mainloop_fwd_sm90_tma_gmma_ws.hpp",
  "flash-attn/mask.h",
  "flash-attn/named_barrier.hpp",
  "flash-attn/pack_gqa.h",
  "flash-attn/paged_kv.h",
  "flash-attn/rotary.h",
  "flash-attn/sm90_pipeline_no_cluster.hpp",
  "flash-attn/softmax.h",
  "flash-attn/tile_size.h",
  "flash-attn/tile_scheduler.hpp",

  "flash-attn/instantiations/flash_bwd_hdim128_bf16_sm80.cu",
  "flash-attn/instantiations/flash_bwd_hdim128_bf16_softcap_sm80.cu",
  "flash-attn/instantiations/flash_bwd_hdim128_fp16_sm80.cu",
  "flash-attn/instantiations/flash_bwd_hdim128_fp16_softcap_sm80.cu",
  "flash-attn/instantiations/flash_bwd_hdim192_bf16_sm80.cu",
  "flash-attn/instantiations/flash_bwd_hdim192_bf16_softcap_sm80.cu",
  "flash-attn/instantiations/flash_bwd_hdim192_fp16_sm80.cu",
  "flash-attn/instantiations/flash_bwd_hdim192_fp16_softcap_sm80.cu",
  "flash-attn/instantiations/flash_bwd_hdim256_bf16_sm80.cu",
  "flash-attn/instantiations/flash_bwd_hdim256_bf16_softcap_sm80.cu",
  "flash-attn/instantiations/flash_bwd_hdim256_fp16_sm80.cu",
  "flash-attn/instantiations/flash_bwd_hdim256_fp16_softcap_sm80.cu",
  "flash-attn/instantiations/flash_bwd_hdim64_bf16_sm80.cu",
  "flash-attn/instantiations/flash_bwd_hdim64_bf16_softcap_sm80.cu",
  "flash-attn/instantiations/flash_bwd_hdim64_fp16_sm80.cu",
  "flash-attn/instantiations/flash_bwd_hdim64_fp16_softcap_sm80.cu",
  "flash-attn/instantiations/flash_bwd_hdim96_bf16_sm80.cu",
  "flash-attn/instantiations/flash_bwd_hdim96_bf16_softcap_sm80.cu",
  "flash-attn/instantiations/flash_bwd_hdim96_fp16_sm80.cu",
  "flash-attn/instantiations/flash_bwd_hdim96_fp16_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim128_bf16_paged_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim128_bf16_paged_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim128_bf16_paged_split_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim128_bf16_paged_split_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim128_bf16_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim128_bf16_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim128_bf16_split_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim128_bf16_split_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim128_fp16_paged_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim128_fp16_paged_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim128_fp16_paged_split_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim128_fp16_paged_split_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim128_fp16_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim128_fp16_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim128_fp16_split_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim128_fp16_split_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim192_bf16_paged_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim192_bf16_paged_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim192_bf16_paged_split_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim192_bf16_paged_split_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim192_bf16_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim192_bf16_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim192_bf16_split_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim192_bf16_split_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim192_fp16_paged_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim192_fp16_paged_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim192_fp16_paged_split_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim192_fp16_paged_split_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim192_fp16_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim192_fp16_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim192_fp16_split_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim192_fp16_split_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim256_bf16_paged_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim256_bf16_paged_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim256_bf16_paged_split_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim256_bf16_paged_split_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim256_bf16_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim256_bf16_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim256_bf16_split_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim256_bf16_split_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim256_fp16_paged_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim256_fp16_paged_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim256_fp16_paged_split_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim256_fp16_paged_split_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim256_fp16_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim256_fp16_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim256_fp16_split_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim256_fp16_split_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim64_bf16_paged_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim64_bf16_paged_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim64_bf16_paged_split_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim64_bf16_paged_split_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim64_bf16_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim64_bf16_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim64_bf16_split_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim64_bf16_split_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim64_fp16_paged_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim64_fp16_paged_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim64_fp16_paged_split_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim64_fp16_paged_split_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim64_fp16_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim64_fp16_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim64_fp16_split_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim64_fp16_split_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim96_bf16_paged_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim96_bf16_paged_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim96_bf16_paged_split_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim96_bf16_paged_split_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim96_bf16_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim96_bf16_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim96_bf16_split_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim96_bf16_split_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim96_fp16_paged_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim96_fp16_paged_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim96_fp16_paged_split_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim96_fp16_paged_split_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim96_fp16_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim96_fp16_softcap_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim96_fp16_split_sm80.cu",
  "flash-attn/instantiations/flash_fwd_hdim96_fp16_split_softcap_sm80.cu"
]
include = ["flash-attn"]
depends = ["torch", "cutlass_3_9"]

[kernel.flash_attn_sm90]
backend = "cuda"
cuda-capabilities = ["8.0", "9.0a"]
cuda-flags = [
  "-O3",
  "-std=c++17",
  "--ftemplate-backtrace-limit=0",              # To debug template code
  "--use_fast_math",
  "-DCUTE_SM90_EXTENDED_MMA_SHAPES_ENABLED",
  "-DCUTLASS_ENABLE_GDC_FOR_SM90",
  "--expt-relaxed-constexpr",
  "--expt-extended-lambda",
  "--use_fast_math",
  "-DNDEBUG",
]
src = [
  "flash-attn/block.h",
  "flash-attn/copy_sm90_bulk_reduce.hpp",
  "flash-attn/epilogue_bwd.hpp",
  "flash-attn/epilogue_fwd.hpp",
  "flash-attn/flash.h",
  "flash-attn/flash_bwd_kernel_sm80.h",
  "flash-attn/flash_bwd_kernel_sm90.h",
  "flash-attn/flash_bwd_launch_template.h",
  "flash-attn/flash_bwd_postprocess_kernel.h",
  "flash-attn/flash_bwd_preprocess_kernel.h",
  "flash-attn/flash_fwd_launch_template.h",
  "flash-attn/flash_fwd_kernel_sm80.h",
  "flash-attn/flash_fwd_kernel_sm90.h",
  "flash-attn/heuristics.h",
  "flash-attn/mainloop_bwd_sm80.hpp",
  "flash-attn/mainloop_fwd_sm80.hpp",
  "flash-attn/mainloop_bwd_sm90_tma_gmma_ws.hpp",
  "flash-attn/mainloop_fwd_sm90_tma_gmma_ws.hpp",
  "flash-attn/mask.h",
  "flash-attn/named_barrier.hpp",
  "flash-attn/pack_gqa.h",
  "flash-attn/paged_kv.h",
  "flash-attn/rotary.h",
  "flash-attn/sm90_pipeline_no_cluster.hpp",
  "flash-attn/softmax.h",
  "flash-attn/tile_size.h",
  "flash-attn/tile_scheduler.hpp",

  "flash-attn/instantiations/flash_bwd_hdim128_bf16_sm90.cu",
  "flash-attn/instantiations/flash_bwd_hdim128_bf16_softcap_sm90.cu",
  "flash-attn/instantiations/flash_bwd_hdim128_fp16_sm90.cu",
  "flash-attn/instantiations/flash_bwd_hdim128_fp16_softcap_sm90.cu",
  "flash-attn/instantiations/flash_bwd_hdim192_bf16_sm90.cu",
  "flash-attn/instantiations/flash_bwd_hdim192_bf16_softcap_sm90.cu",
  "flash-attn/instantiations/flash_bwd_hdim192_fp16_sm90.cu",
  "flash-attn/instantiations/flash_bwd_hdim192_fp16_softcap_sm90.cu",
  "flash-attn/instantiations/flash_bwd_hdim256_bf16_sm90.cu",
  "flash-attn/instantiations/flash_bwd_hdim256_bf16_softcap_sm90.cu",
  "flash-attn/instantiations/flash_bwd_hdim256_fp16_sm90.cu",
  "flash-attn/instantiations/flash_bwd_hdim256_fp16_softcap_sm90.cu",
  "flash-attn/instantiations/flash_bwd_hdim64_bf16_sm90.cu",
  "flash-attn/instantiations/flash_bwd_hdim64_bf16_softcap_sm90.cu",
  "flash-attn/instantiations/flash_bwd_hdim64_fp16_sm90.cu",
  "flash-attn/instantiations/flash_bwd_hdim64_fp16_softcap_sm90.cu",
  "flash-attn/instantiations/flash_bwd_hdim96_bf16_sm90.cu",
  "flash-attn/instantiations/flash_bwd_hdim96_bf16_softcap_sm90.cu",
  "flash-attn/instantiations/flash_bwd_hdim96_fp16_sm90.cu",
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  "flash-attn/instantiations/flash_fwd_hdimall_e4m3_paged_softcap_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimall_e4m3_paged_split_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimall_e4m3_paged_split_softcap_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimall_e4m3_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimall_e4m3_softcap_packgqa_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimall_e4m3_softcap_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimall_e4m3_split_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimall_e4m3_split_softcap_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimall_fp16_packgqa_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimall_fp16_paged_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimall_fp16_paged_softcap_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimall_fp16_paged_split_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimall_fp16_paged_split_softcap_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimall_fp16_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimall_fp16_softcap_packgqa_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimall_fp16_softcap_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimall_fp16_split_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimall_fp16_split_softcap_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_bf16_packgqa_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_bf16_paged_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_bf16_paged_softcap_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_bf16_paged_split_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_bf16_paged_split_softcap_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_bf16_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_bf16_softcap_packgqa_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_bf16_softcap_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_bf16_split_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_bf16_split_softcap_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_e4m3_packgqa_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_e4m3_paged_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_e4m3_paged_softcap_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_e4m3_paged_split_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_e4m3_paged_split_softcap_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_e4m3_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_e4m3_softcap_packgqa_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_e4m3_softcap_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_e4m3_split_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_e4m3_split_softcap_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_fp16_packgqa_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_fp16_paged_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_fp16_paged_softcap_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_fp16_paged_split_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_fp16_paged_split_softcap_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_fp16_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_fp16_softcap_packgqa_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_fp16_softcap_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_fp16_split_sm90.cu",
  "flash-attn/instantiations/flash_fwd_hdimdiff_fp16_split_softcap_sm90.cu",
]
include = ["flash-attn"]
depends = ["torch", "cutlass_3_9"]

# [kernel.flash_attn_sm100]
# backend = "cuda"
# cuda-capabilities = ["8.0", "9.0a", "10.0"]
# cuda-flags = [
#   "-O3",
#   "-std=c++17",
#   "--ftemplate-backtrace-limit=0",              # To debug template code
#   "--use_fast_math",
#   "-DCUTE_SM90_EXTENDED_MMA_SHAPES_ENABLED",
#   "-DCUTLASS_ENABLE_GDC_FOR_SM90",
#   "--expt-relaxed-constexpr",
#   "--expt-extended-lambda",
#   "--use_fast_math",
#   "-DNDEBUG",
# ]
# src = [
#   "flash-attn/block.h",
#   "flash-attn/copy_sm90_bulk_reduce.hpp",
#   "flash-attn/epilogue_bwd.hpp",
#   "flash-attn/epilogue_fwd.hpp",
#   "flash-attn/flash.h",
#   "flash-attn/flash_bwd_kernel_sm80.h",
#   "flash-attn/flash_bwd_kernel_sm90.h",
#   "flash-attn/flash_bwd_launch_template.h",
#   "flash-attn/flash_bwd_postprocess_kernel.h",
#   "flash-attn/flash_bwd_preprocess_kernel.h",
#   "flash-attn/flash_fwd_launch_template.h",
#   "flash-attn/flash_fwd_kernel_sm80.h",
#   "flash-attn/flash_fwd_kernel_sm90.h",
#   "flash-attn/heuristics.h",
#   "flash-attn/mainloop_bwd_sm80.hpp",
#   "flash-attn/mainloop_fwd_sm80.hpp",
#   "flash-attn/mainloop_bwd_sm90_tma_gmma_ws.hpp",
#   "flash-attn/mainloop_fwd_sm90_tma_gmma_ws.hpp",
#   "flash-attn/mask.h",
#   "flash-attn/named_barrier.hpp",
#   "flash-attn/pack_gqa.h",
#   "flash-attn/paged_kv.h",
#   "flash-attn/rotary.h",
#   "flash-attn/sm90_pipeline_no_cluster.hpp",
#   "flash-attn/softmax.h",
#   "flash-attn/tile_size.h",
#   "flash-attn/tile_scheduler.hpp",
#
#   "flash-attn/instantiations/flash_fwd_hdim128_bf16_sm100.cu",
# ]
# include = ["flash-attn"]
# depends = ["torch", "cutlass_3_9"]