mirror of
https://github.com/ggerganov/llama.cpp.git
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cuda : organize vendor-specific headers into vendors directory (#8746)
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
This commit is contained in:
R0CKSTAR
GitHub
parent
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commit
439b3fc75a
@ -27,255 +27,11 @@
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#include <vector>
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#if defined(GGML_USE_HIPBLAS)
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#include <hip/hip_runtime.h>
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#include <hipblas/hipblas.h>
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#include <hip/hip_fp16.h>
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#ifdef __HIP_PLATFORM_AMD__
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// for rocblas_initialize()
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#include "rocblas/rocblas.h"
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#endif // __HIP_PLATFORM_AMD__
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#define CUBLAS_COMPUTE_16F HIPBLAS_R_16F
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#define CUBLAS_COMPUTE_32F HIPBLAS_R_32F
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#define CUBLAS_COMPUTE_32F_FAST_16F HIPBLAS_R_32F
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#define CUBLAS_GEMM_DEFAULT HIPBLAS_GEMM_DEFAULT
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#define CUBLAS_GEMM_DEFAULT_TENSOR_OP HIPBLAS_GEMM_DEFAULT
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#define CUBLAS_OP_N HIPBLAS_OP_N
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#define CUBLAS_OP_T HIPBLAS_OP_T
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#define CUBLAS_STATUS_SUCCESS HIPBLAS_STATUS_SUCCESS
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#define CUBLAS_TF32_TENSOR_OP_MATH 0
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#define CUDA_R_16F HIPBLAS_R_16F
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#define CUDA_R_32F HIPBLAS_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 hipblasDatatype_t //deprecated, new hipblasComputeType_t not in 5.6
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#define cublasCreate hipblasCreate
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#define cublasDestroy hipblasDestroy
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#define cublasGemmEx hipblasGemmEx
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#define cublasGemmBatchedEx hipblasGemmBatchedEx
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#define cublasGemmStridedBatchedEx hipblasGemmStridedBatchedEx
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#define cublasHandle_t hipblasHandle_t
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#define cublasSetMathMode(handle, mode) CUBLAS_STATUS_SUCCESS
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#define cublasSetStream hipblasSetStream
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#define cublasSgemm hipblasSgemm
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#define cublasStatus_t hipblasStatus_t
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#define cudaDataType_t hipblasDatatype_t //deprecated, new hipblasDatatype not in 5.6
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#define cudaDeviceCanAccessPeer hipDeviceCanAccessPeer
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#define cudaDeviceDisablePeerAccess hipDeviceDisablePeerAccess
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#define cudaDeviceEnablePeerAccess hipDeviceEnablePeerAccess
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#define cudaDeviceProp hipDeviceProp_t
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#define cudaDeviceSynchronize hipDeviceSynchronize
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#define cudaError_t hipError_t
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#define cudaErrorPeerAccessAlreadyEnabled hipErrorPeerAccessAlreadyEnabled
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#define cudaErrorPeerAccessNotEnabled hipErrorPeerAccessNotEnabled
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#define cudaEventCreateWithFlags hipEventCreateWithFlags
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#define cudaEventDisableTiming hipEventDisableTiming
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#define cudaEventRecord hipEventRecord
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#define cudaEventSynchronize hipEventSynchronize
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#define cudaEvent_t hipEvent_t
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#define cudaEventDestroy hipEventDestroy
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#define cudaFree hipFree
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#define cudaFreeHost hipHostFree
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#define cudaGetDevice hipGetDevice
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#define cudaGetDeviceCount hipGetDeviceCount
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#define cudaGetDeviceProperties hipGetDeviceProperties
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#define cudaGetErrorString hipGetErrorString
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#define cudaGetLastError hipGetLastError
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#define cudaHostRegister hipHostRegister
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#define cudaHostRegisterPortable hipHostRegisterPortable
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#define cudaHostRegisterReadOnly hipHostRegisterReadOnly
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#define cudaHostUnregister hipHostUnregister
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#define cudaLaunchHostFunc hipLaunchHostFunc
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#define cudaMalloc hipMalloc
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#define cudaMallocHost(ptr, size) hipHostMalloc(ptr, size, hipHostMallocDefault)
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#define cudaMemcpy hipMemcpy
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#define cudaMemcpyAsync hipMemcpyAsync
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#define cudaMemcpyPeerAsync hipMemcpyPeerAsync
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#define cudaMemcpy2DAsync hipMemcpy2DAsync
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#define cudaMemcpyDeviceToDevice hipMemcpyDeviceToDevice
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#define cudaMemcpyDeviceToHost hipMemcpyDeviceToHost
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#define cudaMemcpyHostToDevice hipMemcpyHostToDevice
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#define cudaMemcpyKind hipMemcpyKind
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#define cudaMemset hipMemset
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#define cudaMemsetAsync hipMemsetAsync
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#define cudaMemGetInfo hipMemGetInfo
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#define cudaOccupancyMaxPotentialBlockSize hipOccupancyMaxPotentialBlockSize
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#define cudaSetDevice hipSetDevice
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#define cudaStreamCreateWithFlags hipStreamCreateWithFlags
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#define cudaStreamDestroy hipStreamDestroy
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#define cudaStreamFireAndForget hipStreamFireAndForget
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#define cudaStreamNonBlocking hipStreamNonBlocking
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#define cudaStreamPerThread hipStreamPerThread
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#define cudaStreamSynchronize hipStreamSynchronize
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#define cudaStreamWaitEvent(stream, event, flags) hipStreamWaitEvent(stream, event, flags)
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#define cudaStream_t hipStream_t
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#define cudaSuccess hipSuccess
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#define __trap() do { abort(); __builtin_unreachable(); } while(0)
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#define CUBLAS_STATUS_SUCCESS HIPBLAS_STATUS_SUCCESS
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#define CUBLAS_STATUS_NOT_INITIALIZED HIPBLAS_STATUS_NOT_INITIALIZED
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#define CUBLAS_STATUS_ALLOC_FAILED HIPBLAS_STATUS_ALLOC_FAILED
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#define CUBLAS_STATUS_INVALID_VALUE HIPBLAS_STATUS_INVALID_VALUE
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#define CUBLAS_STATUS_ARCH_MISMATCH HIPBLAS_STATUS_ARCH_MISMATCH
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#define CUBLAS_STATUS_MAPPING_ERROR HIPBLAS_STATUS_MAPPING_ERROR
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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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#include "vendors/hip.h"
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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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#include "vendors/musa.h"
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#else
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#include <cuda_runtime.h>
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#include <cuda.h>
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#include <cublas_v2.h>
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#include <cuda_fp16.h>
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#if CUDART_VERSION < 11020
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#define CU_DEVICE_ATTRIBUTE_VIRTUAL_MEMORY_MANAGEMENT_SUPPORTED CU_DEVICE_ATTRIBUTE_VIRTUAL_ADDRESS_MANAGEMENT_SUPPORTED
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#define CUBLAS_TF32_TENSOR_OP_MATH CUBLAS_TENSOR_OP_MATH
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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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#endif // CUDART_VERSION < 11020
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#include "vendors/cuda.h"
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#endif // defined(GGML_USE_HIPBLAS)
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#define STRINGIZE_IMPL(...) #__VA_ARGS__
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@ -318,11 +74,7 @@ void ggml_cuda_error(const char * stmt, const char * func, const char * file, in
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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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@ -364,129 +116,7 @@ typedef half2 dfloat2;
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#else
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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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#if defined(__gfx1100__) || defined(__gfx1101__) || defined(__gfx1102__) || defined(__gfx1103__) || \
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defined(__gfx1150__) || defined(__gfx1151__)
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#define RDNA3
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#endif
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#if defined(__gfx1030__) || defined(__gfx1031__) || defined(__gfx1032__) || defined(__gfx1033__) || \
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defined(__gfx1034__) || defined(__gfx1035__) || defined(__gfx1036__) || defined(__gfx1037__)
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#define RDNA2
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#endif
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#if defined(__gfx1010__) || defined(__gfx1012__)
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#define RDNA1
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#endif
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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 int8_t int8x4_t __attribute__((ext_vector_type(4)));
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typedef uint8_t uint8x4_t __attribute__((ext_vector_type(4)));
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static __device__ __forceinline__ int __vsubss4(const int a, const int b) {
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const int8x4_t va = reinterpret_cast<const int8x4_t&>(a);
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const int8x4_t vb = reinterpret_cast<const int8x4_t&>(b);
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#if __has_builtin(__builtin_elementwise_sub_sat)
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const int8x4_t c = __builtin_elementwise_sub_sat(va, vb);
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return reinterpret_cast<const int &>(c);
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#else
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int8x4_t c;
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int16_t tmp;
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#pragma unroll
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for (int i = 0; i < 4; i++) {
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tmp = va[i] - vb[i];
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if(tmp > std::numeric_limits<int8_t>::max()) tmp = std::numeric_limits<int8_t>::max();
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if(tmp < std::numeric_limits<int8_t>::min()) tmp = std::numeric_limits<int8_t>::min();
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c[i] = tmp;
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}
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return reinterpret_cast<int &>(c);
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#endif // __has_builtin(__builtin_elementwise_sub_sat)
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}
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static __device__ __forceinline__ int __vsub4(const int a, const int b) {
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return __vsubss4(a, b);
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}
|
||||
|
||||
static __device__ __forceinline__ unsigned int __vcmpeq4(unsigned int a, unsigned int b) {
|
||||
const uint8x4_t& va = reinterpret_cast<const uint8x4_t&>(a);
|
||||
const uint8x4_t& vb = reinterpret_cast<const uint8x4_t&>(b);
|
||||
unsigned int c;
|
||||
uint8x4_t& vc = reinterpret_cast<uint8x4_t&>(c);
|
||||
#pragma unroll
|
||||
for (int i = 0; i < 4; ++i) {
|
||||
vc[i] = va[i] == vb[i] ? 0xff : 0x00;
|
||||
}
|
||||
return c;
|
||||
}
|
||||
|
||||
static __device__ __forceinline__ unsigned int __vcmpne4(unsigned int a, unsigned int b) {
|
||||
const uint8x4_t& va = reinterpret_cast<const uint8x4_t&>(a);
|
||||
const uint8x4_t& vb = reinterpret_cast<const uint8x4_t&>(b);
|
||||
unsigned int c;
|
||||
uint8x4_t& vc = reinterpret_cast<uint8x4_t&>(c);
|
||||
#pragma unroll
|
||||
for (int i = 0; i < 4; ++i) {
|
||||
vc[i] = va[i] == vb[i] ? 0x00 : 0xff;
|
||||
}
|
||||
return c;
|
||||
}
|
||||
|
||||
#if defined(__HIP_PLATFORM_AMD__) && HIP_VERSION < 50600000
|
||||
// __shfl_xor() for half2 was added in ROCm 5.6
|
||||
static __device__ __forceinline__ half2 __shfl_xor(half2 var, int laneMask, int width) {
|
||||
typedef union half2_b32 {
|
||||
half2 val;
|
||||
int b32;
|
||||
} half2_b32_t;
|
||||
half2_b32_t tmp;
|
||||
tmp.val = var;
|
||||
tmp.b32 = __shfl_xor(tmp.b32, laneMask, width);
|
||||
return tmp.val;
|
||||
}
|
||||
#endif // defined(__HIP_PLATFORM_AMD__) && HIP_VERSION < 50600000
|
||||
#endif // defined(GGML_USE_HIPBLAS)
|
||||
#endif // GGML_CUDA_F16
|
||||
|
||||
#if (defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)) || __CUDA_ARCH__ >= CC_PASCAL
|
||||
#define FP16_AVAILABLE
|
||||
|
||||
14
ggml/src/ggml-cuda/vendors/cuda.h
vendored
Normal file
14
ggml/src/ggml-cuda/vendors/cuda.h
vendored
Normal file
@ -0,0 +1,14 @@
|
||||
#pragma once
|
||||
|
||||
#include <cuda_runtime.h>
|
||||
#include <cuda.h>
|
||||
#include <cublas_v2.h>
|
||||
#include <cuda_fp16.h>
|
||||
|
||||
#if CUDART_VERSION < 11020
|
||||
#define CU_DEVICE_ATTRIBUTE_VIRTUAL_MEMORY_MANAGEMENT_SUPPORTED CU_DEVICE_ATTRIBUTE_VIRTUAL_ADDRESS_MANAGEMENT_SUPPORTED
|
||||
#define CUBLAS_TF32_TENSOR_OP_MATH CUBLAS_TENSOR_OP_MATH
|
||||
#define CUBLAS_COMPUTE_16F CUDA_R_16F
|
||||
#define CUBLAS_COMPUTE_32F CUDA_R_32F
|
||||
#define cublasComputeType_t cudaDataType_t
|
||||
#endif // CUDART_VERSION < 11020
|
||||
177
ggml/src/ggml-cuda/vendors/hip.h
vendored
Normal file
177
ggml/src/ggml-cuda/vendors/hip.h
vendored
Normal file
@ -0,0 +1,177 @@
|
||||
#pragma once
|
||||
|
||||
#include <hip/hip_runtime.h>
|
||||
#include <hipblas/hipblas.h>
|
||||
#include <hip/hip_fp16.h>
|
||||
#ifdef __HIP_PLATFORM_AMD__
|
||||
// for rocblas_initialize()
|
||||
#include "rocblas/rocblas.h"
|
||||
#endif // __HIP_PLATFORM_AMD__
|
||||
#define CUBLAS_COMPUTE_16F HIPBLAS_R_16F
|
||||
#define CUBLAS_COMPUTE_32F HIPBLAS_R_32F
|
||||
#define CUBLAS_COMPUTE_32F_FAST_16F HIPBLAS_R_32F
|
||||
#define CUBLAS_GEMM_DEFAULT HIPBLAS_GEMM_DEFAULT
|
||||
#define CUBLAS_GEMM_DEFAULT_TENSOR_OP HIPBLAS_GEMM_DEFAULT
|
||||
#define CUBLAS_OP_N HIPBLAS_OP_N
|
||||
#define CUBLAS_OP_T HIPBLAS_OP_T
|
||||
#define CUBLAS_STATUS_SUCCESS HIPBLAS_STATUS_SUCCESS
|
||||
#define CUBLAS_TF32_TENSOR_OP_MATH 0
|
||||
#define CUDA_R_16F HIPBLAS_R_16F
|
||||
#define CUDA_R_32F HIPBLAS_R_32F
|
||||
#define __shfl_xor_sync(mask, var, laneMask, width) __shfl_xor(var, laneMask, width)
|
||||
#define cublasComputeType_t hipblasDatatype_t //deprecated, new hipblasComputeType_t not in 5.6
|
||||
#define cublasCreate hipblasCreate
|
||||
#define cublasDestroy hipblasDestroy
|
||||
#define cublasGemmEx hipblasGemmEx
|
||||
#define cublasGemmBatchedEx hipblasGemmBatchedEx
|
||||
#define cublasGemmStridedBatchedEx hipblasGemmStridedBatchedEx
|
||||
#define cublasHandle_t hipblasHandle_t
|
||||
#define cublasSetMathMode(handle, mode) CUBLAS_STATUS_SUCCESS
|
||||
#define cublasSetStream hipblasSetStream
|
||||
#define cublasSgemm hipblasSgemm
|
||||
#define cublasStatus_t hipblasStatus_t
|
||||
#define cudaDataType_t hipblasDatatype_t //deprecated, new hipblasDatatype not in 5.6
|
||||
#define cudaDeviceCanAccessPeer hipDeviceCanAccessPeer
|
||||
#define cudaDeviceDisablePeerAccess hipDeviceDisablePeerAccess
|
||||
#define cudaDeviceEnablePeerAccess hipDeviceEnablePeerAccess
|
||||
#define cudaDeviceProp hipDeviceProp_t
|
||||
#define cudaDeviceSynchronize hipDeviceSynchronize
|
||||
#define cudaError_t hipError_t
|
||||
#define cudaErrorPeerAccessAlreadyEnabled hipErrorPeerAccessAlreadyEnabled
|
||||
#define cudaErrorPeerAccessNotEnabled hipErrorPeerAccessNotEnabled
|
||||
#define cudaEventCreateWithFlags hipEventCreateWithFlags
|
||||
#define cudaEventDisableTiming hipEventDisableTiming
|
||||
#define cudaEventRecord hipEventRecord
|
||||
#define cudaEventSynchronize hipEventSynchronize
|
||||
#define cudaEvent_t hipEvent_t
|
||||
#define cudaEventDestroy hipEventDestroy
|
||||
#define cudaFree hipFree
|
||||
#define cudaFreeHost hipHostFree
|
||||
#define cudaGetDevice hipGetDevice
|
||||
#define cudaGetDeviceCount hipGetDeviceCount
|
||||
#define cudaGetDeviceProperties hipGetDeviceProperties
|
||||
#define cudaGetErrorString hipGetErrorString
|
||||
#define cudaGetLastError hipGetLastError
|
||||
#define cudaHostRegister hipHostRegister
|
||||
#define cudaHostRegisterPortable hipHostRegisterPortable
|
||||
#define cudaHostRegisterReadOnly hipHostRegisterReadOnly
|
||||
#define cudaHostUnregister hipHostUnregister
|
||||
#define cudaLaunchHostFunc hipLaunchHostFunc
|
||||
#define cudaMalloc hipMalloc
|
||||
#define cudaMallocHost(ptr, size) hipHostMalloc(ptr, size, hipHostMallocDefault)
|
||||
#define cudaMemcpy hipMemcpy
|
||||
#define cudaMemcpyAsync hipMemcpyAsync
|
||||
#define cudaMemcpyPeerAsync hipMemcpyPeerAsync
|
||||
#define cudaMemcpy2DAsync hipMemcpy2DAsync
|
||||
#define cudaMemcpyDeviceToDevice hipMemcpyDeviceToDevice
|
||||
#define cudaMemcpyDeviceToHost hipMemcpyDeviceToHost
|
||||
#define cudaMemcpyHostToDevice hipMemcpyHostToDevice
|
||||
#define cudaMemcpyKind hipMemcpyKind
|
||||
#define cudaMemset hipMemset
|
||||
#define cudaMemsetAsync hipMemsetAsync
|
||||
#define cudaMemGetInfo hipMemGetInfo
|
||||
#define cudaOccupancyMaxPotentialBlockSize hipOccupancyMaxPotentialBlockSize
|
||||
#define cudaSetDevice hipSetDevice
|
||||
#define cudaStreamCreateWithFlags hipStreamCreateWithFlags
|
||||
#define cudaStreamDestroy hipStreamDestroy
|
||||
#define cudaStreamFireAndForget hipStreamFireAndForget
|
||||
#define cudaStreamNonBlocking hipStreamNonBlocking
|
||||
#define cudaStreamPerThread hipStreamPerThread
|
||||
#define cudaStreamSynchronize hipStreamSynchronize
|
||||
#define cudaStreamWaitEvent(stream, event, flags) hipStreamWaitEvent(stream, event, flags)
|
||||
#define cudaStream_t hipStream_t
|
||||
#define cudaSuccess hipSuccess
|
||||
#define __trap() do { abort(); __builtin_unreachable(); } while(0)
|
||||
#define CUBLAS_STATUS_SUCCESS HIPBLAS_STATUS_SUCCESS
|
||||
#define CUBLAS_STATUS_NOT_INITIALIZED HIPBLAS_STATUS_NOT_INITIALIZED
|
||||
#define CUBLAS_STATUS_ALLOC_FAILED HIPBLAS_STATUS_ALLOC_FAILED
|
||||
#define CUBLAS_STATUS_INVALID_VALUE HIPBLAS_STATUS_INVALID_VALUE
|
||||
#define CUBLAS_STATUS_ARCH_MISMATCH HIPBLAS_STATUS_ARCH_MISMATCH
|
||||
#define CUBLAS_STATUS_MAPPING_ERROR HIPBLAS_STATUS_MAPPING_ERROR
|
||||
#define CUBLAS_STATUS_EXECUTION_FAILED HIPBLAS_STATUS_EXECUTION_FAILED
|
||||
#define CUBLAS_STATUS_INTERNAL_ERROR HIPBLAS_STATUS_INTERNAL_ERROR
|
||||
#define CUBLAS_STATUS_NOT_SUPPORTED HIPBLAS_STATUS_NOT_SUPPORTED
|
||||
|
||||
#define __CUDA_ARCH__ 1300
|
||||
|
||||
#if defined(__gfx1100__) || defined(__gfx1101__) || defined(__gfx1102__) || defined(__gfx1103__) || \
|
||||
defined(__gfx1150__) || defined(__gfx1151__)
|
||||
#define RDNA3
|
||||
#endif
|
||||
|
||||
#if defined(__gfx1030__) || defined(__gfx1031__) || defined(__gfx1032__) || defined(__gfx1033__) || \
|
||||
defined(__gfx1034__) || defined(__gfx1035__) || defined(__gfx1036__) || defined(__gfx1037__)
|
||||
#define RDNA2
|
||||
#endif
|
||||
|
||||
#if defined(__gfx1010__) || defined(__gfx1012__)
|
||||
#define RDNA1
|
||||
#endif
|
||||
|
||||
#ifndef __has_builtin
|
||||
#define __has_builtin(x) 0
|
||||
#endif
|
||||
|
||||
typedef int8_t int8x4_t __attribute__((ext_vector_type(4)));
|
||||
typedef uint8_t uint8x4_t __attribute__((ext_vector_type(4)));
|
||||
static __device__ __forceinline__ int __vsubss4(const int a, const int b) {
|
||||
const int8x4_t va = reinterpret_cast<const int8x4_t&>(a);
|
||||
const int8x4_t vb = reinterpret_cast<const int8x4_t&>(b);
|
||||
#if __has_builtin(__builtin_elementwise_sub_sat)
|
||||
const int8x4_t c = __builtin_elementwise_sub_sat(va, vb);
|
||||
return reinterpret_cast<const int &>(c);
|
||||
#else
|
||||
int8x4_t c;
|
||||
int16_t tmp;
|
||||
#pragma unroll
|
||||
for (int i = 0; i < 4; i++) {
|
||||
tmp = va[i] - vb[i];
|
||||
if(tmp > std::numeric_limits<int8_t>::max()) tmp = std::numeric_limits<int8_t>::max();
|
||||
if(tmp < std::numeric_limits<int8_t>::min()) tmp = std::numeric_limits<int8_t>::min();
|
||||
c[i] = tmp;
|
||||
}
|
||||
return reinterpret_cast<int &>(c);
|
||||
#endif // __has_builtin(__builtin_elementwise_sub_sat)
|
||||
}
|
||||
|
||||
static __device__ __forceinline__ int __vsub4(const int a, const int b) {
|
||||
return __vsubss4(a, b);
|
||||
}
|
||||
|
||||
static __device__ __forceinline__ unsigned int __vcmpeq4(unsigned int a, unsigned int b) {
|
||||
const uint8x4_t& va = reinterpret_cast<const uint8x4_t&>(a);
|
||||
const uint8x4_t& vb = reinterpret_cast<const uint8x4_t&>(b);
|
||||
unsigned int c;
|
||||
uint8x4_t& vc = reinterpret_cast<uint8x4_t&>(c);
|
||||
#pragma unroll
|
||||
for (int i = 0; i < 4; ++i) {
|
||||
vc[i] = va[i] == vb[i] ? 0xff : 0x00;
|
||||
}
|
||||
return c;
|
||||
}
|
||||
|
||||
static __device__ __forceinline__ unsigned int __vcmpne4(unsigned int a, unsigned int b) {
|
||||
const uint8x4_t& va = reinterpret_cast<const uint8x4_t&>(a);
|
||||
const uint8x4_t& vb = reinterpret_cast<const uint8x4_t&>(b);
|
||||
unsigned int c;
|
||||
uint8x4_t& vc = reinterpret_cast<uint8x4_t&>(c);
|
||||
#pragma unroll
|
||||
for (int i = 0; i < 4; ++i) {
|
||||
vc[i] = va[i] == vb[i] ? 0x00 : 0xff;
|
||||
}
|
||||
return c;
|
||||
}
|
||||
|
||||
#if defined(__HIP_PLATFORM_AMD__) && HIP_VERSION < 50600000
|
||||
// __shfl_xor() for half2 was added in ROCm 5.6
|
||||
static __device__ __forceinline__ half2 __shfl_xor(half2 var, int laneMask, int width) {
|
||||
typedef union half2_b32 {
|
||||
half2 val;
|
||||
int b32;
|
||||
} half2_b32_t;
|
||||
half2_b32_t tmp;
|
||||
tmp.val = var;
|
||||
tmp.b32 = __shfl_xor(tmp.b32, laneMask, width);
|
||||
return tmp.val;
|
||||
}
|
||||
#endif // defined(__HIP_PLATFORM_AMD__) && HIP_VERSION < 50600000
|
||||
171
ggml/src/ggml-cuda/vendors/musa.h
vendored
Normal file
171
ggml/src/ggml-cuda/vendors/musa.h
vendored
Normal file
@ -0,0 +1,171 @@
|
||||
#pragma once
|
||||
|
||||
#include <musa_runtime.h>
|
||||
#include <musa.h>
|
||||
#include <mublas.h>
|
||||
#include <musa_fp16.h>
|
||||
#define CUBLAS_COMPUTE_16F CUDA_R_16F
|
||||
#define CUBLAS_COMPUTE_32F CUDA_R_32F
|
||||
#define CUBLAS_COMPUTE_32F_FAST_16F MUBLAS_COMPUTE_32F_FAST_16F
|
||||
#define CUBLAS_GEMM_DEFAULT MUBLAS_GEMM_DEFAULT
|
||||
#define CUBLAS_GEMM_DEFAULT_TENSOR_OP MUBLAS_GEMM_DEFAULT
|
||||
#define CUBLAS_OP_N MUBLAS_OP_N
|
||||
#define CUBLAS_OP_T MUBLAS_OP_T
|
||||
#define CUBLAS_STATUS_SUCCESS MUBLAS_STATUS_SUCCESS
|
||||
#define CUBLAS_TF32_TENSOR_OP_MATH MUBLAS_MATH_MODE_DEFAULT
|
||||
#define CUDA_R_16F MUSA_R_16F
|
||||
#define CUDA_R_32F MUSA_R_32F
|
||||
#define cublasComputeType_t cudaDataType_t
|
||||
#define cublasCreate mublasCreate
|
||||
#define cublasDestroy mublasDestroy
|
||||
#define cublasGemmEx mublasGemmEx
|
||||
#define cublasGemmBatchedEx mublasGemmBatchedEx
|
||||
#define cublasGemmStridedBatchedEx mublasGemmStridedBatchedEx
|
||||
#define cublasHandle_t mublasHandle_t
|
||||
#define cublasSetMathMode mublasSetMathMode
|
||||
#define cublasSetStream mublasSetStream
|
||||
#define cublasSgemm mublasSgemm
|
||||
#define cublasStatus_t mublasStatus_t
|
||||
#define cublasGetStatusString mublasStatus_to_string
|
||||
#define cudaDataType_t musaDataType_t
|
||||
#define cudaDeviceCanAccessPeer musaDeviceCanAccessPeer
|
||||
#define cudaDeviceDisablePeerAccess musaDeviceDisablePeerAccess
|
||||
#define cudaDeviceEnablePeerAccess musaDeviceEnablePeerAccess
|
||||
#define cudaDeviceProp musaDeviceProp
|
||||
#define cudaDeviceSynchronize musaDeviceSynchronize
|
||||
#define cudaError_t musaError_t
|
||||
#define cudaErrorPeerAccessAlreadyEnabled musaErrorPeerAccessAlreadyEnabled
|
||||
#define cudaErrorPeerAccessNotEnabled musaErrorPeerAccessNotEnabled
|
||||
#define cudaEventCreateWithFlags musaEventCreateWithFlags
|
||||
#define cudaEventDisableTiming musaEventDisableTiming
|
||||
#define cudaEventRecord musaEventRecord
|
||||
#define cudaEventSynchronize musaEventSynchronize
|
||||
#define cudaEvent_t musaEvent_t
|
||||
#define cudaEventDestroy musaEventDestroy
|
||||
#define cudaFree musaFree
|
||||
#define cudaFreeHost musaFreeHost
|
||||
#define cudaGetDevice musaGetDevice
|
||||
#define cudaGetDeviceCount musaGetDeviceCount
|
||||
#define cudaGetDeviceProperties musaGetDeviceProperties
|
||||
#define cudaGetErrorString musaGetErrorString
|
||||
#define cudaGetLastError musaGetLastError
|
||||
#define cudaHostRegister musaHostRegister
|
||||
#define cudaHostRegisterPortable musaHostRegisterPortable
|
||||
#define cudaHostRegisterReadOnly musaHostRegisterReadOnly
|
||||
#define cudaHostUnregister musaHostUnregister
|
||||
#define cudaLaunchHostFunc musaLaunchHostFunc
|
||||
#define cudaMalloc musaMalloc
|
||||
#define cudaMallocHost musaMallocHost
|
||||
#define cudaMemcpy musaMemcpy
|
||||
#define cudaMemcpyAsync musaMemcpyAsync
|
||||
#define cudaMemcpyPeerAsync musaMemcpyPeerAsync
|
||||
#define cudaMemcpy2DAsync musaMemcpy2DAsync
|
||||
#define cudaMemcpyDeviceToDevice musaMemcpyDeviceToDevice
|
||||
#define cudaMemcpyDeviceToHost musaMemcpyDeviceToHost
|
||||
#define cudaMemcpyHostToDevice musaMemcpyHostToDevice
|
||||
#define cudaMemcpyKind musaMemcpyKind
|
||||
#define cudaMemset musaMemset
|
||||
#define cudaMemsetAsync musaMemsetAsync
|
||||
#define cudaMemGetInfo musaMemGetInfo
|
||||
#define cudaOccupancyMaxPotentialBlockSize musaOccupancyMaxPotentialBlockSize
|
||||
#define cudaSetDevice musaSetDevice
|
||||
#define cudaStreamCreateWithFlags musaStreamCreateWithFlags
|
||||
#define cudaStreamDestroy musaStreamDestroy
|
||||
#define cudaStreamFireAndForget musaStreamFireAndForget
|
||||
#define cudaStreamNonBlocking musaStreamNonBlocking
|
||||
#define cudaStreamPerThread musaStreamPerThread
|
||||
#define cudaStreamSynchronize musaStreamSynchronize
|
||||
#define cudaStreamWaitEvent musaStreamWaitEvent
|
||||
#define cudaStream_t musaStream_t
|
||||
#define cudaSuccess musaSuccess
|
||||
|
||||
// Additional mappings for MUSA virtual memory pool
|
||||
#define CU_DEVICE_ATTRIBUTE_VIRTUAL_MEMORY_MANAGEMENT_SUPPORTED MU_DEVICE_ATTRIBUTE_VIRTUAL_ADDRESS_MANAGEMENT_SUPPORTED
|
||||
#define CU_MEM_ACCESS_FLAGS_PROT_READWRITE MU_MEM_ACCESS_FLAGS_PROT_READWRITE
|
||||
#define CU_MEM_ALLOC_GRANULARITY_RECOMMENDED MU_MEM_ALLOC_GRANULARITY_RECOMMENDED
|
||||
#define CU_MEM_ALLOCATION_TYPE_PINNED MU_MEM_ALLOCATION_TYPE_PINNED
|
||||
#define CU_MEM_LOCATION_TYPE_DEVICE MU_MEM_LOCATION_TYPE_DEVICE
|
||||
#define CUdevice MUdevice
|
||||
#define CUdeviceptr MUdeviceptr
|
||||
#define CUmemAccessDesc MUmemAccessDesc
|
||||
#define CUmemAllocationProp MUmemAllocationProp
|
||||
#define CUmemGenericAllocationHandle MUmemGenericAllocationHandle
|
||||
#define cuDeviceGet muDeviceGet
|
||||
#define cuDeviceGetAttribute muDeviceGetAttribute
|
||||
#define cuMemAddressFree muMemAddressFree
|
||||
#define cuMemAddressReserve muMemAddressReserve
|
||||
#define cuMemCreate muMemCreate
|
||||
#define cuMemGetAllocationGranularity muMemGetAllocationGranularity
|
||||
#define cuMemMap muMemMap
|
||||
#define cuMemRelease muMemRelease
|
||||
#define cuMemSetAccess muMemSetAccess
|
||||
#define cuMemUnmap muMemUnmap
|
||||
#define cudaFuncAttributeMaxDynamicSharedMemorySize musaFuncAttributeMaxDynamicSharedMemorySize
|
||||
#define cudaFuncSetAttribute musaFuncSetAttribute
|
||||
#define cudaMemcpy3DPeerParms musaMemcpy3DPeerParms
|
||||
#define make_cudaExtent make_musaExtent
|
||||
#define make_cudaPitchedPtr make_musaPitchedPtr
|
||||
|
||||
// Additional mappings for MUSA graphs
|
||||
#define CUDA_SUCCESS MUSA_SUCCESS
|
||||
#define CUresult MUresult
|
||||
#define cuGetErrorString muGetErrorString
|
||||
#define cudaErrorGraphExecUpdateFailure musaErrorGraphExecUpdateFailure
|
||||
#define cudaErrorInvalidDeviceFunction musaErrorInvalidDeviceFunction
|
||||
#define cudaGraphDestroy musaGraphDestroy
|
||||
#define cudaGraphExecDestroy musaGraphExecDestroy
|
||||
#define cudaGraphExec_t musaGraphExec_t
|
||||
#define cudaGraphExecUpdate musaGraphExecUpdate
|
||||
#define cudaGraphExecUpdateResultInfo musaGraphExecUpdateResult
|
||||
#define cudaGraphGetNodes musaGraphGetNodes
|
||||
#define cudaGraphInstantiate musaGraphInstantiate
|
||||
#define cudaGraphKernelNodeGetParams musaGraphKernelNodeGetParams
|
||||
#define cudaGraphKernelNodeSetParams musaGraphKernelNodeSetParams
|
||||
#define cudaGraphLaunch musaGraphLaunch
|
||||
#define cudaGraphNodeGetType musaGraphNodeGetType
|
||||
#define cudaGraphNode_t musaGraphNode_t
|
||||
#define cudaGraphNodeType musaGraphNodeType
|
||||
#define cudaGraphNodeTypeKernel musaGraphNodeTypeKernel
|
||||
#define cudaGraph_t musaGraph_t
|
||||
#define cudaKernelNodeParams musaKernelNodeParams
|
||||
#define cudaStreamCaptureModeRelaxed musaStreamCaptureModeRelaxed
|
||||
#define cudaStreamEndCapture musaStreamEndCapture
|
||||
|
||||
// XXX: Clang builtins mapping
|
||||
#define __vsub4 __vsub4_musa
|
||||
#define __vcmpeq4 __vcmpeq4_musa
|
||||
#define __vcmpne4 __vcmpne4_musa
|
||||
|
||||
#ifndef __has_builtin
|
||||
#define __has_builtin(x) 0
|
||||
#endif
|
||||
|
||||
typedef uint8_t uint8x4_t __attribute__((ext_vector_type(4)));
|
||||
|
||||
static __device__ __forceinline__ int __vsub4_musa(const int a, const int b) {
|
||||
return __vsubss4(a, b);
|
||||
}
|
||||
|
||||
static __device__ __forceinline__ unsigned int __vcmpeq4_musa(unsigned int a, unsigned int b) {
|
||||
const uint8x4_t& va = reinterpret_cast<const uint8x4_t&>(a);
|
||||
const uint8x4_t& vb = reinterpret_cast<const uint8x4_t&>(b);
|
||||
unsigned int c;
|
||||
uint8x4_t& vc = reinterpret_cast<uint8x4_t&>(c);
|
||||
#pragma unroll
|
||||
for (int i = 0; i < 4; ++i) {
|
||||
vc[i] = va[i] == vb[i] ? 0xff : 0x00;
|
||||
}
|
||||
return c;
|
||||
}
|
||||
|
||||
static __device__ __forceinline__ unsigned int __vcmpne4_musa(unsigned int a, unsigned int b) {
|
||||
const uint8x4_t& va = reinterpret_cast<const uint8x4_t&>(a);
|
||||
const uint8x4_t& vb = reinterpret_cast<const uint8x4_t&>(b);
|
||||
unsigned int c;
|
||||
uint8x4_t& vc = reinterpret_cast<uint8x4_t&>(c);
|
||||
#pragma unroll
|
||||
for (int i = 0; i < 4; ++i) {
|
||||
vc[i] = va[i] == vb[i] ? 0x00 : 0xff;
|
||||
}
|
||||
return c;
|
||||
}
|
||||
Loading…
Reference in New Issue
Block a user