/* ************************************************************************ * * MIT License * * Copyright (C) 2024-2025 Advanced Micro Devices, Inc. * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN * THE SOFTWARE. * * ************************************************************************ */ #pragma once #include #include #include #if defined(__HIP_PLATFORM_AMD__) #if HIP_VERSION_MAJOR < 7 #define HIPBLASLT_HIPVEC_ACCESS(x) x.data #else #define HIPBLASLT_HIPVEC_ACCESS(x) x #endif #endif #define TRANSFORM_FUNC_NAME_HELPER( \ DType, SType, RowMajA, RowMajB, RowMajC, ThreadsM, ThreadsN, VectorWidth) \ Transform_##DType##_##SType##_##RowMajA##RowMajB##RowMajC##_##ThreadsM##_##ThreadsN##_VW_##VectorWidth #define TRANSFORM_FUNC_NAME(DType, SType, RowMajA, RowMajB, RowMajC, ThreadsM, ThreadsN, VW) \ TRANSFORM_FUNC_NAME_HELPER(DType, SType, RowMajA, RowMajB, RowMajC, ThreadsM, ThreadsN, VW) #define DTYPE_HELPER(DTypeStr) DType##DTypeStr #define DTYPE(DTypeStr) DTYPE_HELPER(DTypeStr) #define STRINGIFY(x) #x #define TO_STRING(x) STRINGIFY(x) typedef float DTypeS; typedef _Float16 DTypeH; typedef hip_bfloat16 DTypeBF16; typedef int32_t DTypeI32; typedef int8_t DTypeI8; extern "C" { __global__ void TRANSFORM_FUNC_NAME(S, S, 1, 1, 1, 16, 16, 1)(DTYPE(S) * c, const DTYPE(S) * a, const DTYPE(S) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(S, S, 1, 1, 1, 16, 16, 4)(DTYPE(S) * c, const DTYPE(S) * a, const DTYPE(S) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(S, S, 1, 1, 0, 16, 16, 1)(DTYPE(S) * c, const DTYPE(S) * a, const DTYPE(S) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(S, S, 1, 1, 0, 16, 16, 4)(DTYPE(S) * c, const DTYPE(S) * a, const DTYPE(S) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(S, S, 1, 0, 1, 16, 16, 1)(DTYPE(S) * c, const DTYPE(S) * a, const DTYPE(S) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(S, S, 1, 0, 1, 16, 16, 4)(DTYPE(S) * c, const DTYPE(S) * a, const DTYPE(S) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(S, S, 1, 0, 0, 16, 16, 1)(DTYPE(S) * c, const DTYPE(S) * a, const DTYPE(S) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(S, S, 1, 0, 0, 16, 16, 4)(DTYPE(S) * c, const DTYPE(S) * a, const DTYPE(S) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(S, S, 0, 1, 1, 16, 16, 1)(DTYPE(S) * c, const DTYPE(S) * a, const DTYPE(S) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(S, S, 0, 1, 1, 16, 16, 4)(DTYPE(S) * c, const DTYPE(S) * a, const DTYPE(S) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(S, S, 0, 1, 0, 16, 16, 1)(DTYPE(S) * c, const DTYPE(S) * a, const DTYPE(S) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(S, S, 0, 1, 0, 16, 16, 4)(DTYPE(S) * c, const DTYPE(S) * a, const DTYPE(S) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(S, S, 0, 0, 1, 16, 16, 1)(DTYPE(S) * c, const DTYPE(S) * a, const DTYPE(S) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(S, S, 0, 0, 1, 16, 16, 4)(DTYPE(S) * c, const DTYPE(S) * a, const DTYPE(S) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(S, S, 0, 0, 0, 16, 16, 1)(DTYPE(S) * c, const DTYPE(S) * a, const DTYPE(S) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(S, S, 0, 0, 0, 16, 16, 4)(DTYPE(S) * c, const DTYPE(S) * a, const DTYPE(S) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, H, 1, 1, 1, 16, 16, 1)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(H) alpha, const DTYPE(H) * alphaPtr, DTYPE(H) beta, const DTYPE(H) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, H, 1, 1, 1, 16, 16, 4)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(H) alpha, const DTYPE(H) * alphaPtr, DTYPE(H) beta, const DTYPE(H) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, H, 1, 1, 0, 16, 16, 1)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(H) alpha, const DTYPE(H) * alphaPtr, DTYPE(H) beta, const DTYPE(H) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, H, 1, 1, 0, 16, 16, 4)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(H) alpha, const DTYPE(H) * alphaPtr, DTYPE(H) beta, const DTYPE(H) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, H, 1, 0, 1, 16, 16, 1)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(H) alpha, const DTYPE(H) * alphaPtr, DTYPE(H) beta, const DTYPE(H) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, H, 1, 0, 1, 16, 16, 4)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(H) alpha, const DTYPE(H) * alphaPtr, DTYPE(H) beta, const DTYPE(H) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, H, 1, 0, 0, 16, 16, 1)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(H) alpha, const DTYPE(H) * alphaPtr, DTYPE(H) beta, const DTYPE(H) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, H, 1, 0, 0, 16, 16, 4)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(H) alpha, const DTYPE(H) * alphaPtr, DTYPE(H) beta, const DTYPE(H) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, H, 0, 1, 1, 16, 16, 1)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(H) alpha, const DTYPE(H) * alphaPtr, DTYPE(H) beta, const DTYPE(H) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, H, 0, 1, 1, 16, 16, 4)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(H) alpha, const DTYPE(H) * alphaPtr, DTYPE(H) beta, const DTYPE(H) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, H, 0, 1, 0, 16, 16, 1)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(H) alpha, const DTYPE(H) * alphaPtr, DTYPE(H) beta, const DTYPE(H) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, H, 0, 1, 0, 16, 16, 4)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(H) alpha, const DTYPE(H) * alphaPtr, DTYPE(H) beta, const DTYPE(H) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, H, 0, 0, 1, 16, 16, 1)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(H) alpha, const DTYPE(H) * alphaPtr, DTYPE(H) beta, const DTYPE(H) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, H, 0, 0, 1, 16, 16, 4)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(H) alpha, const DTYPE(H) * alphaPtr, DTYPE(H) beta, const DTYPE(H) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, H, 0, 0, 0, 16, 16, 1)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(H) alpha, const DTYPE(H) * alphaPtr, DTYPE(H) beta, const DTYPE(H) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, H, 0, 0, 0, 16, 16, 4)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(H) alpha, const DTYPE(H) * alphaPtr, DTYPE(H) beta, const DTYPE(H) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, S, 1, 1, 1, 16, 16, 1)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, S, 1, 1, 1, 16, 16, 4)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, S, 1, 1, 0, 16, 16, 1)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, S, 1, 1, 0, 16, 16, 4)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, S, 1, 0, 1, 16, 16, 1)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, S, 1, 0, 1, 16, 16, 4)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, S, 1, 0, 0, 16, 16, 1)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, S, 1, 0, 0, 16, 16, 4)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, S, 0, 1, 1, 16, 16, 1)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, S, 0, 1, 1, 16, 16, 4)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, S, 0, 1, 0, 16, 16, 1)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, S, 0, 1, 0, 16, 16, 4)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, S, 0, 0, 1, 16, 16, 1)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, S, 0, 0, 1, 16, 16, 4)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, S, 0, 0, 0, 16, 16, 1)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(H, S, 0, 0, 0, 16, 16, 4)(DTYPE(H) * c, const DTYPE(H) * a, const DTYPE(H) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(BF16, S, 1, 1, 1, 16, 16, 1)(DTYPE(BF16) * c, const DTYPE(BF16) * a, const DTYPE(BF16) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(BF16, S, 1, 1, 1, 16, 16, 4)(DTYPE(BF16) * c, const DTYPE(BF16) * a, const DTYPE(BF16) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(BF16, S, 1, 1, 0, 16, 16, 1)(DTYPE(BF16) * c, const DTYPE(BF16) * a, const DTYPE(BF16) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(BF16, S, 1, 1, 0, 16, 16, 4)(DTYPE(BF16) * c, const DTYPE(BF16) * a, const DTYPE(BF16) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(BF16, S, 1, 0, 1, 16, 16, 1)(DTYPE(BF16) * c, const DTYPE(BF16) * a, const DTYPE(BF16) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(BF16, S, 1, 0, 1, 16, 16, 4)(DTYPE(BF16) * c, const DTYPE(BF16) * a, const DTYPE(BF16) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(BF16, S, 1, 0, 0, 16, 16, 1)(DTYPE(BF16) * c, const DTYPE(BF16) * a, const DTYPE(BF16) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(BF16, S, 1, 0, 0, 16, 16, 4)(DTYPE(BF16) * c, const DTYPE(BF16) * a, const DTYPE(BF16) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(BF16, S, 0, 1, 1, 16, 16, 1)(DTYPE(BF16) * c, const DTYPE(BF16) * a, const DTYPE(BF16) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(BF16, S, 0, 1, 1, 16, 16, 4)(DTYPE(BF16) * c, const DTYPE(BF16) * a, const DTYPE(BF16) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(BF16, S, 0, 1, 0, 16, 16, 1)(DTYPE(BF16) * c, const DTYPE(BF16) * a, const DTYPE(BF16) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(BF16, S, 0, 1, 0, 16, 16, 4)(DTYPE(BF16) * c, const DTYPE(BF16) * a, const DTYPE(BF16) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(BF16, S, 0, 0, 1, 16, 16, 1)(DTYPE(BF16) * c, const DTYPE(BF16) * a, const DTYPE(BF16) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(BF16, S, 0, 0, 1, 16, 16, 4)(DTYPE(BF16) * c, const DTYPE(BF16) * a, const DTYPE(BF16) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(BF16, S, 0, 0, 0, 16, 16, 1)(DTYPE(BF16) * c, const DTYPE(BF16) * a, const DTYPE(BF16) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(BF16, S, 0, 0, 0, 16, 16, 4)(DTYPE(BF16) * c, const DTYPE(BF16) * a, const DTYPE(BF16) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I8, S, 1, 1, 1, 16, 16, 1)(DTYPE(I8) * c, const DTYPE(I8) * a, const DTYPE(I8) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I8, S, 1, 1, 1, 16, 16, 4)(DTYPE(I8) * c, const DTYPE(I8) * a, const DTYPE(I8) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I8, S, 1, 1, 0, 16, 16, 1)(DTYPE(I8) * c, const DTYPE(I8) * a, const DTYPE(I8) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I8, S, 1, 1, 0, 16, 16, 4)(DTYPE(I8) * c, const DTYPE(I8) * a, const DTYPE(I8) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I8, S, 1, 0, 1, 16, 16, 1)(DTYPE(I8) * c, const DTYPE(I8) * a, const DTYPE(I8) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I8, S, 1, 0, 1, 16, 16, 4)(DTYPE(I8) * c, const DTYPE(I8) * a, const DTYPE(I8) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I8, S, 1, 0, 0, 16, 16, 1)(DTYPE(I8) * c, const DTYPE(I8) * a, const DTYPE(I8) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I8, S, 1, 0, 0, 16, 16, 4)(DTYPE(I8) * c, const DTYPE(I8) * a, const DTYPE(I8) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I8, S, 0, 1, 1, 16, 16, 1)(DTYPE(I8) * c, const DTYPE(I8) * a, const DTYPE(I8) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I8, S, 0, 1, 1, 16, 16, 4)(DTYPE(I8) * c, const DTYPE(I8) * a, const DTYPE(I8) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I8, S, 0, 1, 0, 16, 16, 1)(DTYPE(I8) * c, const DTYPE(I8) * a, const DTYPE(I8) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I8, S, 0, 1, 0, 16, 16, 4)(DTYPE(I8) * c, const DTYPE(I8) * a, const DTYPE(I8) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I8, S, 0, 0, 1, 16, 16, 1)(DTYPE(I8) * c, const DTYPE(I8) * a, const DTYPE(I8) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I8, S, 0, 0, 1, 16, 16, 4)(DTYPE(I8) * c, const DTYPE(I8) * a, const DTYPE(I8) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I8, S, 0, 0, 0, 16, 16, 1)(DTYPE(I8) * c, const DTYPE(I8) * a, const DTYPE(I8) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I8, S, 0, 0, 0, 16, 16, 4)(DTYPE(I8) * c, const DTYPE(I8) * a, const DTYPE(I8) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I32, S, 1, 1, 1, 16, 16, 1)(DTYPE(I32) * c, const DTYPE(I32) * a, const DTYPE(I32) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I32, S, 1, 1, 1, 16, 16, 4)(DTYPE(I32) * c, const DTYPE(I32) * a, const DTYPE(I32) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I32, S, 1, 1, 0, 16, 16, 1)(DTYPE(I32) * c, const DTYPE(I32) * a, const DTYPE(I32) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I32, S, 1, 1, 0, 16, 16, 4)(DTYPE(I32) * c, const DTYPE(I32) * a, const DTYPE(I32) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I32, S, 1, 0, 1, 16, 16, 1)(DTYPE(I32) * c, const DTYPE(I32) * a, const DTYPE(I32) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I32, S, 1, 0, 1, 16, 16, 4)(DTYPE(I32) * c, const DTYPE(I32) * a, const DTYPE(I32) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I32, S, 1, 0, 0, 16, 16, 1)(DTYPE(I32) * c, const DTYPE(I32) * a, const DTYPE(I32) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I32, S, 1, 0, 0, 16, 16, 4)(DTYPE(I32) * c, const DTYPE(I32) * a, const DTYPE(I32) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I32, S, 0, 1, 1, 16, 16, 1)(DTYPE(I32) * c, const DTYPE(I32) * a, const DTYPE(I32) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I32, S, 0, 1, 1, 16, 16, 4)(DTYPE(I32) * c, const DTYPE(I32) * a, const DTYPE(I32) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I32, S, 0, 1, 0, 16, 16, 1)(DTYPE(I32) * c, const DTYPE(I32) * a, const DTYPE(I32) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I32, S, 0, 1, 0, 16, 16, 4)(DTYPE(I32) * c, const DTYPE(I32) * a, const DTYPE(I32) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I32, S, 0, 0, 1, 16, 16, 1)(DTYPE(I32) * c, const DTYPE(I32) * a, const DTYPE(I32) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I32, S, 0, 0, 1, 16, 16, 4)(DTYPE(I32) * c, const DTYPE(I32) * a, const DTYPE(I32) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I32, S, 0, 0, 0, 16, 16, 1)(DTYPE(I32) * c, const DTYPE(I32) * a, const DTYPE(I32) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); __global__ void TRANSFORM_FUNC_NAME(I32, S, 0, 0, 0, 16, 16, 4)(DTYPE(I32) * c, const DTYPE(I32) * a, const DTYPE(I32) * b, DTYPE(S) alpha, const DTYPE(S) * alphaPtr, DTYPE(S) beta, const DTYPE(S) * betaPtr, uint32_t numRows, uint32_t numCols, uint32_t ldA, uint32_t ldB, uint32_t ldC, uint32_t batchStride, bool transA, bool transB); }