[Kernel]: Cutlass 2:4 Sparsity + FP8/Int8 Quant Support (#10995)
Co-authored-by: Faraz Shahsavan <faraz.shahsavan@gmail.com> Co-authored-by: ilmarkov <markovilya197@gmail.com> Co-authored-by: Rahul Tuli <rahul@neuralmagic.com> Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
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35
csrc/cutlass_extensions/common.hpp
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35
csrc/cutlass_extensions/common.hpp
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#pragma once
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#include "cutlass/cutlass.h"
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#include <climits>
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#include "cuda_runtime.h"
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#include <iostream>
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/**
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* Helper function for checking CUTLASS errors
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*/
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#define CUTLASS_CHECK(status) \
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{ \
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cutlass::Status error = status; \
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TORCH_CHECK(error == cutlass::Status::kSuccess, \
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cutlassGetStatusString(error)); \
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}
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/**
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* Panic wrapper for unwinding CUDA runtime errors
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*/
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#define CUDA_CHECK(status) \
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{ \
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cudaError_t error = status; \
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TORCH_CHECK(error == cudaSuccess, cudaGetErrorString(error)); \
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}
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inline int get_cuda_max_shared_memory_per_block_opt_in(int const device) {
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int max_shared_mem_per_block_opt_in = 0;
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cudaDeviceGetAttribute(&max_shared_mem_per_block_opt_in,
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cudaDevAttrMaxSharedMemoryPerBlockOptin,
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device);
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return max_shared_mem_per_block_opt_in;
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}
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int32_t get_sm_version_num();
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