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[Bug] Fix Cutlass Scaled MM Compilation Error (#24887)

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Signed-off-by: yewentao256 <zhyanwentao@126.com>
This commit is contained in:
Wentao Ye 2025-09-15 17:21:17 -04:00 committed by GitHub
parent aae725af7c
commit e757a629e7
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GPG Key ID: B5690EEEBB952194
3 changed files with 51 additions and 39 deletions
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42
csrc/quantization/cutlass_w8a8/c3x/scaled_mm_blockwise_sm100_fp8_dispatch.cuh
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@ -146,6 +146,7 @@ void cutlass_gemm_caller_blockwise(torch::Tensor& out, torch::Tensor const& a,
using ElementAB = typename Gemm::ElementAB; using ElementAB = typename Gemm::ElementAB;
using ElementD = typename Gemm::ElementD; using ElementD = typename Gemm::ElementD;
using ElementBlockScale = typename Gemm::ElementBlockScale;
int32_t m = a.size(0), n = b.size(1), k = a.size(1); int32_t m = a.size(0), n = b.size(1), k = a.size(1);
@ -166,26 +167,29 @@ void cutlass_gemm_caller_blockwise(torch::Tensor& out, torch::Tensor const& a,
ScaleConfig::tile_atom_to_shape_SFB(make_shape(n, m, k, 1)) : ScaleConfig::tile_atom_to_shape_SFB(make_shape(n, m, k, 1)) :
ScaleConfig::tile_atom_to_shape_SFB(make_shape(m, n, k, 1)); ScaleConfig::tile_atom_to_shape_SFB(make_shape(m, n, k, 1));
auto a_ptr = static_cast<ElementAB*>(a.data_ptr()); auto a_ptr = static_cast<ElementAB const*>(a.data_ptr());
auto b_ptr = static_cast<ElementAB*>(b.data_ptr()); auto b_ptr = static_cast<ElementAB const*>(b.data_ptr());
auto a_scales_ptr = static_cast<float*>(a_scales.data_ptr()); auto a_scales_ptr = static_cast<ElementBlockScale const*>(a_scales.data_ptr());
auto b_scales_ptr = static_cast<float*>(b_scales.data_ptr()); auto b_scales_ptr = static_cast<ElementBlockScale const*>(b_scales.data_ptr());
auto mainloop_args = [&](){ typename GemmKernel::MainloopArguments mainloop_args{};
// layout_SFA and layout_SFB cannot be swapped since they are deduced. mainloop_args.layout_SFA = layout_SFA;
if (swap_ab) { mainloop_args.layout_SFB = layout_SFB;
return typename GemmKernel::MainloopArguments{ if (swap_ab) {
b_ptr, b_stride, a_ptr, a_stride, mainloop_args.ptr_A = b_ptr;
b_scales_ptr, layout_SFA, a_scales_ptr, layout_SFB mainloop_args.dA = b_stride;
}; mainloop_args.ptr_B = a_ptr;
} mainloop_args.dB = a_stride;
else { mainloop_args.ptr_SFA = b_scales_ptr;
return typename GemmKernel::MainloopArguments{ mainloop_args.ptr_SFB = a_scales_ptr;
a_ptr, a_stride, b_ptr, b_stride, } else {
a_scales_ptr, layout_SFA, b_scales_ptr, layout_SFB mainloop_args.ptr_A = a_ptr;
}; mainloop_args.dA = a_stride;
} mainloop_args.ptr_B = b_ptr;
}(); mainloop_args.dB = b_stride;
mainloop_args.ptr_SFA = a_scales_ptr;
mainloop_args.ptr_SFB = b_scales_ptr;
}
auto prob_shape = swap_ab ? cute::make_shape(n, m, k, 1) : cute::make_shape(m, n, k, 1); auto prob_shape = swap_ab ? cute::make_shape(n, m, k, 1) : cute::make_shape(m, n, k, 1);
auto c_ptr = static_cast<ElementD*>(out.data_ptr()); auto c_ptr = static_cast<ElementD*>(out.data_ptr());

24
csrc/quantization/cutlass_w8a8/c3x/scaled_mm_blockwise_sm120_fp8_dispatch.cuh
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@ -125,6 +125,7 @@ void cutlass_gemm_caller_blockwise(torch::Tensor& out, torch::Tensor const& a,
using ElementAB = typename Gemm::ElementAB; using ElementAB = typename Gemm::ElementAB;
using ElementD = typename Gemm::ElementD; using ElementD = typename Gemm::ElementD;
using ElementBlockScale = typename Gemm::ElementBlockScale;
int32_t m = a.size(0), n = b.size(1), k = a.size(1); int32_t m = a.size(0), n = b.size(1), k = a.size(1);
@ -143,17 +144,20 @@ void cutlass_gemm_caller_blockwise(torch::Tensor& out, torch::Tensor const& a,
LayoutSFB layout_SFB = LayoutSFB layout_SFB =
ScaleConfig::tile_atom_to_shape_SFB(make_shape(m, n, k, 1)); ScaleConfig::tile_atom_to_shape_SFB(make_shape(m, n, k, 1));
auto a_ptr = static_cast<ElementAB*>(a.data_ptr()); auto a_ptr = static_cast<ElementAB const*>(a.data_ptr());
auto b_ptr = static_cast<ElementAB*>(b.data_ptr()); auto b_ptr = static_cast<ElementAB const*>(b.data_ptr());
auto a_scales_ptr = static_cast<float*>(a_scales.data_ptr()); auto a_scales_ptr = static_cast<ElementBlockScale const*>(a_scales.data_ptr());
auto b_scales_ptr = static_cast<float*>(b_scales.data_ptr()); auto b_scales_ptr = static_cast<ElementBlockScale const*>(b_scales.data_ptr());
auto mainloop_args = [&](){ typename GemmKernel::MainloopArguments mainloop_args{};
return typename GemmKernel::MainloopArguments{ mainloop_args.ptr_A = a_ptr;
a_ptr, a_stride, b_ptr, b_stride, mainloop_args.dA = a_stride;
a_scales_ptr, layout_SFA, b_scales_ptr, layout_SFB mainloop_args.ptr_B = b_ptr;
}; mainloop_args.dB = b_stride;
}(); mainloop_args.ptr_SFA = a_scales_ptr;
mainloop_args.layout_SFA = layout_SFA;
mainloop_args.ptr_SFB = b_scales_ptr;
mainloop_args.layout_SFB = layout_SFB;
auto prob_shape = cute::make_shape(m, n, k, 1); auto prob_shape = cute::make_shape(m, n, k, 1);
auto c_ptr = static_cast<ElementD*>(out.data_ptr()); auto c_ptr = static_cast<ElementD*>(out.data_ptr());

24
csrc/quantization/cutlass_w8a8/c3x/scaled_mm_blockwise_sm90_fp8_dispatch.cuh
View File

@ -115,6 +115,7 @@ void cutlass_gemm_caller_blockwise(torch::Tensor& out, torch::Tensor const& a,
using ElementAB = typename Gemm::ElementAB; using ElementAB = typename Gemm::ElementAB;
using ElementD = typename Gemm::ElementD; using ElementD = typename Gemm::ElementD;
using ElementBlockScale = typename Gemm::ElementBlockScale;
int32_t m = a.size(0), n = b.size(1), k = a.size(1); int32_t m = a.size(0), n = b.size(1), k = a.size(1);
@ -135,17 +136,20 @@ void cutlass_gemm_caller_blockwise(torch::Tensor& out, torch::Tensor const& a,
LayoutSFB layout_SFB = LayoutSFB layout_SFB =
ScaleConfig::tile_atom_to_shape_SFB(make_shape(m, n, k, 1)); ScaleConfig::tile_atom_to_shape_SFB(make_shape(m, n, k, 1));
auto a_ptr = static_cast<ElementAB*>(a.data_ptr()); auto a_ptr = static_cast<ElementAB const*>(a.data_ptr());
auto b_ptr = static_cast<ElementAB*>(b.data_ptr()); auto b_ptr = static_cast<ElementAB const*>(b.data_ptr());
auto a_scales_ptr = static_cast<float*>(a_scales.data_ptr()); auto a_scales_ptr = static_cast<ElementBlockScale const*>(a_scales.data_ptr());
auto b_scales_ptr = static_cast<float*>(b_scales.data_ptr()); auto b_scales_ptr = static_cast<ElementBlockScale const*>(b_scales.data_ptr());
auto mainloop_args = [&](){ typename GemmKernel::MainloopArguments mainloop_args{};
return typename GemmKernel::MainloopArguments{ mainloop_args.ptr_A = a_ptr;
a_ptr, a_stride, b_ptr, b_stride, mainloop_args.dA = a_stride;
a_scales_ptr, layout_SFA, b_scales_ptr, layout_SFB mainloop_args.ptr_B = b_ptr;
}; mainloop_args.dB = b_stride;
}(); mainloop_args.ptr_SFA = a_scales_ptr;
mainloop_args.layout_SFA = layout_SFA;
mainloop_args.ptr_SFB = b_scales_ptr;
mainloop_args.layout_SFB = layout_SFB;
auto prob_shape = cute::make_shape(m, n, k, 1); auto prob_shape = cute::make_shape(m, n, k, 1);
auto c_ptr = static_cast<ElementD*>(out.data_ptr()); auto c_ptr = static_cast<ElementD*>(out.data_ptr());