feat: Support Moore Threads GPU (#8383)
* Update doc for MUSA Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com> * Add GGML_MUSA in Makefile Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com> * Add GGML_MUSA in CMake Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com> * CUDA => MUSA Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com> * MUSA adds support for __vsubss4 Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com> * Fix CI build failure Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com> --------- Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
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9 changed files with 329 additions and 30 deletions
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@ -12,6 +12,10 @@
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#else
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#define GGML_COMMON_DECL_CUDA
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#define GGML_COMMON_IMPL_CUDA
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#if defined(GGML_USE_MUSA)
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#define GGML_COMMON_DECL_MUSA
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#define GGML_COMMON_IMPL_MUSA
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#endif
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#endif
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#include "ggml-common.h"
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@ -114,6 +118,150 @@
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#define CUBLAS_STATUS_EXECUTION_FAILED HIPBLAS_STATUS_EXECUTION_FAILED
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#define CUBLAS_STATUS_INTERNAL_ERROR HIPBLAS_STATUS_INTERNAL_ERROR
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#define CUBLAS_STATUS_NOT_SUPPORTED HIPBLAS_STATUS_NOT_SUPPORTED
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#elif defined(GGML_USE_MUSA)
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#include <musa_runtime.h>
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#include <musa.h>
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#include <mublas.h>
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#include <musa_fp16.h>
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// XXX: Keep the following order the same as hipBLAS
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// #define CUBLAS_COMPUTE_16F MUBLAS_COMPUTE_16F
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// #define CUBLAS_COMPUTE_32F MUBLAS_COMPUTE_32F
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#define CUBLAS_COMPUTE_32F_FAST_16F MUBLAS_COMPUTE_32F_FAST_16F
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#define CUBLAS_GEMM_DEFAULT MUBLAS_GEMM_DEFAULT
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#define CUBLAS_GEMM_DEFAULT_TENSOR_OP MUBLAS_GEMM_DEFAULT
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#define CUBLAS_OP_N MUBLAS_OP_N
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#define CUBLAS_OP_T MUBLAS_OP_T
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#define CUBLAS_STATUS_SUCCESS MUBLAS_STATUS_SUCCESS
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// #define CUBLAS_TF32_TENSOR_OP_MATH 0
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#define CUDA_R_16F MUSA_R_16F
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#define CUDA_R_32F MUSA_R_32F
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// #define __shfl_xor_sync(mask, var, laneMask, width) __shfl_xor(var, laneMask, width)
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// #define cublasComputeType_t mublasComputeType_t
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#define cublasCreate mublasCreate
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#define cublasDestroy mublasDestroy
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#define cublasGemmEx mublasGemmEx
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#define cublasGemmBatchedEx mublasGemmBatchedEx
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#define cublasGemmStridedBatchedEx mublasGemmStridedBatchedEx
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#define cublasHandle_t mublasHandle_t
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// #define cublasSetMathMode(handle, mode) CUBLAS_STATUS_SUCCESS
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#define cublasSetMathMode mublasSetMathMode
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#define cublasSetStream mublasSetStream
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#define cublasSgemm mublasSgemm
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#define cublasStatus_t mublasStatus_t
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#define cudaDataType_t musaDataType_t //deprecated, new hipblasDatatype not in 5.6
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#define cudaDeviceCanAccessPeer musaDeviceCanAccessPeer
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#define cudaDeviceDisablePeerAccess musaDeviceDisablePeerAccess
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#define cudaDeviceEnablePeerAccess musaDeviceEnablePeerAccess
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#define cudaDeviceProp musaDeviceProp
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#define cudaDeviceSynchronize musaDeviceSynchronize
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#define cudaError_t musaError_t
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#define cudaErrorPeerAccessAlreadyEnabled musaErrorPeerAccessAlreadyEnabled
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#define cudaErrorPeerAccessNotEnabled musaErrorPeerAccessNotEnabled
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#define cudaEventCreateWithFlags musaEventCreateWithFlags
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#define cudaEventDisableTiming musaEventDisableTiming
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#define cudaEventRecord musaEventRecord
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#define cudaEventSynchronize musaEventSynchronize
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#define cudaEvent_t musaEvent_t
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#define cudaEventDestroy musaEventDestroy
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#define cudaFree musaFree
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#define cudaFreeHost musaFreeHost
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#define cudaGetDevice musaGetDevice
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#define cudaGetDeviceCount musaGetDeviceCount
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#define cudaGetDeviceProperties musaGetDeviceProperties
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#define cudaGetErrorString musaGetErrorString
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#define cudaGetLastError musaGetLastError
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#define cudaHostRegister musaHostRegister
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#define cudaHostRegisterPortable musaHostRegisterPortable
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#define cudaHostRegisterReadOnly musaHostRegisterReadOnly
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#define cudaHostUnregister musaHostUnregister
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#define cudaLaunchHostFunc musaLaunchHostFunc
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#define cudaMalloc musaMalloc
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#define cudaMallocHost musaMallocHost
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#define cudaMemcpy musaMemcpy
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#define cudaMemcpyAsync musaMemcpyAsync
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#define cudaMemcpyPeerAsync musaMemcpyPeerAsync
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#define cudaMemcpy2DAsync musaMemcpy2DAsync
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#define cudaMemcpyDeviceToDevice musaMemcpyDeviceToDevice
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#define cudaMemcpyDeviceToHost musaMemcpyDeviceToHost
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#define cudaMemcpyHostToDevice musaMemcpyHostToDevice
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#define cudaMemcpyKind musaMemcpyKind
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#define cudaMemset musaMemset
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#define cudaMemsetAsync musaMemsetAsync
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#define cudaMemGetInfo musaMemGetInfo
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#define cudaOccupancyMaxPotentialBlockSize musaOccupancyMaxPotentialBlockSize
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#define cudaSetDevice musaSetDevice
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#define cudaStreamCreateWithFlags musaStreamCreateWithFlags
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#define cudaStreamDestroy musaStreamDestroy
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#define cudaStreamFireAndForget musaStreamFireAndForget
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#define cudaStreamNonBlocking musaStreamNonBlocking
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#define cudaStreamPerThread musaStreamPerThread
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#define cudaStreamSynchronize musaStreamSynchronize
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#define cudaStreamWaitEvent musaStreamWaitEvent
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#define cudaStream_t musaStream_t
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#define cudaSuccess musaSuccess
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// XXX: Other CUDA => MUSA mapping
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#define CU_MEM_ACCESS_FLAGS_PROT_READWRITE MU_MEM_ACCESS_FLAGS_PROT_READWRITE
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#define CU_MEM_ALLOC_GRANULARITY_RECOMMENDED MU_MEM_ALLOC_GRANULARITY_RECOMMENDED
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#define CU_MEM_ALLOCATION_TYPE_PINNED MU_MEM_ALLOCATION_TYPE_PINNED
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#define CU_MEM_LOCATION_TYPE_DEVICE MU_MEM_LOCATION_TYPE_DEVICE
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#define CUdevice MUdevice
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#define CUdeviceptr MUdeviceptr
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#define CUmemAccessDesc MUmemAccessDesc
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#define CUmemAllocationProp MUmemAllocationProp
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#define CUmemGenericAllocationHandle MUmemGenericAllocationHandle
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#define cuDeviceGet muDeviceGet
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#define cuDeviceGetAttribute muDeviceGetAttribute
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#define cuMemAddressFree muMemAddressFree
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#define cuMemAddressReserve muMemAddressReserve
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#define cuMemCreate muMemCreate
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#define cuMemGetAllocationGranularity muMemGetAllocationGranularity
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#define cuMemMap muMemMap
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#define cuMemRelease muMemRelease
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#define cuMemSetAccess muMemSetAccess
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#define cuMemUnmap muMemUnmap
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#define cudaFuncAttributeMaxDynamicSharedMemorySize musaFuncAttributeMaxDynamicSharedMemorySize
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#define cudaFuncSetAttribute musaFuncSetAttribute
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#define cudaMemcpy3DPeerParms musaMemcpy3DPeerParms
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#define make_cudaExtent make_musaExtent
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#define make_cudaPitchedPtr make_musaPitchedPtr
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// XXX: USE_CUDA_GRAPH
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#define CUDA_SUCCESS MUSA_SUCCESS
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#define CUresult MUresult
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#define cuGetErrorString muGetErrorString
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#define cudaErrorGraphExecUpdateFailure musaErrorGraphExecUpdateFailure
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#define cudaErrorInvalidDeviceFunction musaErrorInvalidDeviceFunction
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#define cudaGraphDestroy musaGraphDestroy
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#define cudaGraphExecDestroy musaGraphExecDestroy
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#define cudaGraphExec_t musaGraphExec_t
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#define cudaGraphExecUpdate musaGraphExecUpdate
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#define cudaGraphExecUpdateResultInfo musaGraphExecUpdateResult
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#define cudaGraphGetNodes musaGraphGetNodes
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#define cudaGraphInstantiate musaGraphInstantiate
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#define cudaGraphKernelNodeGetParams musaGraphKernelNodeGetParams
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#define cudaGraphKernelNodeSetParams musaGraphKernelNodeSetParams
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#define cudaGraphLaunch musaGraphLaunch
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#define cudaGraphNodeGetType musaGraphNodeGetType
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#define cudaGraphNode_t musaGraphNode_t
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#define cudaGraphNodeType musaGraphNodeType
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#define cudaGraphNodeTypeKernel musaGraphNodeTypeKernel
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#define cudaGraph_t musaGraph_t
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#define cudaKernelNodeParams musaKernelNodeParams
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#define cudaStreamCaptureModeRelaxed musaStreamCaptureModeRelaxed
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#define cudaStreamEndCapture musaStreamEndCapture
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// XXX: cuBLAS => muBLAS mapping
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#define CU_DEVICE_ATTRIBUTE_VIRTUAL_MEMORY_MANAGEMENT_SUPPORTED MU_DEVICE_ATTRIBUTE_VIRTUAL_ADDRESS_MANAGEMENT_SUPPORTED
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#define CUBLAS_TF32_TENSOR_OP_MATH MUBLAS_MATH_MODE_DEFAULT
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#define CUBLAS_COMPUTE_16F CUDA_R_16F
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#define CUBLAS_COMPUTE_32F CUDA_R_32F
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#define cublasComputeType_t cudaDataType_t
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// XXX: Clang builtins mapping
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#define __vsub4 __vsub4_musa
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#define __vcmpeq4 __vcmpeq4_musa
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#define __vcmpne4 __vcmpne4_musa
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#else
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#include <cuda_runtime.h>
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#include <cuda.h>
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@ -168,9 +316,13 @@ void ggml_cuda_error(const char * stmt, const char * func, const char * file, in
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#define CUDA_CHECK(err) CUDA_CHECK_GEN(err, cudaSuccess, cudaGetErrorString)
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#if CUDART_VERSION >= 12000
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#if CUDART_VERSION >= 12000 || defined(GGML_USE_MUSA)
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static const char * cublas_get_error_str(const cublasStatus_t err) {
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#ifndef GGML_USE_MUSA
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return cublasGetStatusString(err);
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#else
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return mublasStatus_to_string(err);
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#endif // GGML_USE_MUSA
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}
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#else
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static const char * cublas_get_error_str(const cublasStatus_t err) {
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@ -200,7 +352,7 @@ static const char * cu_get_error_str(CUresult err) {
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#define CU_CHECK(err) CUDA_CHECK_GEN(err, CUDA_SUCCESS, cu_get_error_str)
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#endif
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#if CUDART_VERSION >= 11100
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#if CUDART_VERSION >= 11100 || defined(GGML_USE_MUSA)
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#define GGML_CUDA_ASSUME(x) __builtin_assume(x)
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#else
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#define GGML_CUDA_ASSUME(x)
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@ -214,6 +366,42 @@ typedef float dfloat; // dequantize float
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typedef float2 dfloat2;
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#endif //GGML_CUDA_F16
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#if defined(GGML_USE_MUSA)
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#ifndef __has_builtin
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#define __has_builtin(x) 0
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#endif
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typedef uint8_t uint8x4_t __attribute__((ext_vector_type(4)));
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static __device__ __forceinline__ int __vsub4_musa(const int a, const int b) {
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return __vsubss4(a, b);
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}
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static __device__ __forceinline__ unsigned int __vcmpeq4_musa(unsigned int a, unsigned int b) {
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const uint8x4_t& va = reinterpret_cast<const uint8x4_t&>(a);
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const uint8x4_t& vb = reinterpret_cast<const uint8x4_t&>(b);
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unsigned int c;
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uint8x4_t& vc = reinterpret_cast<uint8x4_t&>(c);
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#pragma unroll
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for (int i = 0; i < 4; ++i) {
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vc[i] = va[i] == vb[i] ? 0xff : 0x00;
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}
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return c;
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}
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static __device__ __forceinline__ unsigned int __vcmpne4_musa(unsigned int a, unsigned int b) {
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const uint8x4_t& va = reinterpret_cast<const uint8x4_t&>(a);
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const uint8x4_t& vb = reinterpret_cast<const uint8x4_t&>(b);
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unsigned int c;
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uint8x4_t& vc = reinterpret_cast<uint8x4_t&>(c);
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#pragma unroll
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for (int i = 0; i < 4; ++i) {
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vc[i] = va[i] == vb[i] ? 0x00 : 0xff;
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}
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return c;
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}
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#endif // defined(GGML_USE_MUSA)
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#if defined(GGML_USE_HIPBLAS)
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#define __CUDA_ARCH__ 1300
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@ -455,7 +643,7 @@ static __device__ __forceinline__ uint32_t __hgt2_mask(const half2 a, const half
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const uint32_t mask_high = 0xFFFF0000 * (float(__high2half(a)) > float(__high2half(b)));
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return mask_low | mask_high;
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}
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#endif // CUDART_VERSION < 12000
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#endif // CUDART_VERSION < CUDART_HMASK
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static __device__ __forceinline__ int ggml_cuda_dp4a(const int a, const int b, int c) {
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#if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
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