//===- RocmRuntimeWrappers.cpp - MLIR ROCM runtime wrapper library --------===// // // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. // See https://llvm.org/LICENSE.txt for license information. // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception // //===----------------------------------------------------------------------===// // // Implements C wrappers around the ROCM library for easy linking in ORC jit. // Also adds some debugging helpers that are helpful when writing MLIR code to // run on GPUs. // //===----------------------------------------------------------------------===// #include #include #include "mlir/ExecutionEngine/CRunnerUtils.h" #include "llvm/ADT/ArrayRef.h" #include "hip/hip_runtime.h" #define HIP_REPORT_IF_ERROR(expr) \ [](hipError_t result) { \ if (!result) \ return; \ const char *name = hipGetErrorName(result); \ if (!name) \ name = ""; \ fprintf(stderr, "'%s' failed with '%s'\n", #expr, name); \ }(expr) thread_local static int32_t defaultDevice = 0; extern "C" hipModule_t mgpuModuleLoad(void *data, size_t /*gpuBlobSize*/) { hipModule_t module = nullptr; HIP_REPORT_IF_ERROR(hipModuleLoadData(&module, data)); return module; } extern "C" hipModule_t mgpuModuleLoadJIT(void *data, int optLevel) { assert(false && "This function is not available in HIP."); return nullptr; } extern "C" void mgpuModuleUnload(hipModule_t module) { HIP_REPORT_IF_ERROR(hipModuleUnload(module)); } extern "C" hipFunction_t mgpuModuleGetFunction(hipModule_t module, const char *name) { hipFunction_t function = nullptr; HIP_REPORT_IF_ERROR(hipModuleGetFunction(&function, module, name)); return function; } // The wrapper uses intptr_t instead of ROCM's unsigned int to match // the type of MLIR's index type. This avoids the need for casts in the // generated MLIR code. extern "C" void mgpuLaunchKernel(hipFunction_t function, intptr_t gridX, intptr_t gridY, intptr_t gridZ, intptr_t blockX, intptr_t blockY, intptr_t blockZ, int32_t smem, hipStream_t stream, void **params, void **extra, size_t /*paramsCount*/) { HIP_REPORT_IF_ERROR(hipModuleLaunchKernel(function, gridX, gridY, gridZ, blockX, blockY, blockZ, smem, stream, params, extra)); } extern "C" hipStream_t mgpuStreamCreate() { hipStream_t stream = nullptr; HIP_REPORT_IF_ERROR(hipStreamCreate(&stream)); return stream; } extern "C" void mgpuStreamDestroy(hipStream_t stream) { HIP_REPORT_IF_ERROR(hipStreamDestroy(stream)); } extern "C" void mgpuStreamSynchronize(hipStream_t stream) { return HIP_REPORT_IF_ERROR(hipStreamSynchronize(stream)); } extern "C" void mgpuStreamWaitEvent(hipStream_t stream, hipEvent_t event) { HIP_REPORT_IF_ERROR(hipStreamWaitEvent(stream, event, /*flags=*/0)); } extern "C" hipEvent_t mgpuEventCreate() { hipEvent_t event = nullptr; HIP_REPORT_IF_ERROR(hipEventCreateWithFlags(&event, hipEventDisableTiming)); return event; } extern "C" void mgpuEventDestroy(hipEvent_t event) { HIP_REPORT_IF_ERROR(hipEventDestroy(event)); } extern "C" void mgpuEventSynchronize(hipEvent_t event) { HIP_REPORT_IF_ERROR(hipEventSynchronize(event)); } extern "C" void mgpuEventRecord(hipEvent_t event, hipStream_t stream) { HIP_REPORT_IF_ERROR(hipEventRecord(event, stream)); } extern "C" void *mgpuMemAlloc(uint64_t sizeBytes, hipStream_t /*stream*/, bool /*isHostShared*/) { void *ptr; HIP_REPORT_IF_ERROR(hipMalloc(&ptr, sizeBytes)); return ptr; } extern "C" void mgpuMemFree(void *ptr, hipStream_t /*stream*/) { HIP_REPORT_IF_ERROR(hipFree(ptr)); } extern "C" void mgpuMemcpy(void *dst, void *src, size_t sizeBytes, hipStream_t stream) { HIP_REPORT_IF_ERROR( hipMemcpyAsync(dst, src, sizeBytes, hipMemcpyDefault, stream)); } extern "C" void mgpuMemset32(void *dst, int value, size_t count, hipStream_t stream) { HIP_REPORT_IF_ERROR(hipMemsetD32Async(reinterpret_cast(dst), value, count, stream)); } /// Helper functions for writing mlir example code // Allows to register byte array with the ROCM runtime. Helpful until we have // transfer functions implemented. extern "C" void mgpuMemHostRegister(void *ptr, uint64_t sizeBytes) { HIP_REPORT_IF_ERROR(hipHostRegister(ptr, sizeBytes, /*flags=*/0)); } // Allows to register a MemRef with the ROCm runtime. Helpful until we have // transfer functions implemented. extern "C" void mgpuMemHostRegisterMemRef(int64_t rank, StridedMemRefType *descriptor, int64_t elementSizeBytes) { llvm::SmallVector denseStrides(rank); llvm::ArrayRef sizes(descriptor->sizes, rank); llvm::ArrayRef strides(sizes.end(), rank); std::partial_sum(sizes.rbegin(), sizes.rend(), denseStrides.rbegin(), std::multiplies()); auto sizeBytes = denseStrides.front() * elementSizeBytes; // Only densely packed tensors are currently supported. std::rotate(denseStrides.begin(), denseStrides.begin() + 1, denseStrides.end()); denseStrides.back() = 1; assert(strides == llvm::ArrayRef(denseStrides)); auto ptr = descriptor->data + descriptor->offset * elementSizeBytes; mgpuMemHostRegister(ptr, sizeBytes); } // Allows to unregister byte array with the ROCM runtime. Helpful until we have // transfer functions implemented. extern "C" void mgpuMemHostUnregister(void *ptr) { HIP_REPORT_IF_ERROR(hipHostUnregister(ptr)); } // Allows to unregister a MemRef with the ROCm runtime. Helpful until we have // transfer functions implemented. extern "C" void mgpuMemHostUnregisterMemRef(int64_t rank, StridedMemRefType *descriptor, int64_t elementSizeBytes) { auto ptr = descriptor->data + descriptor->offset * elementSizeBytes; mgpuMemHostUnregister(ptr); } template void mgpuMemGetDevicePointer(T *hostPtr, T **devicePtr) { HIP_REPORT_IF_ERROR(hipSetDevice(0)); HIP_REPORT_IF_ERROR( hipHostGetDevicePointer((void **)devicePtr, hostPtr, /*flags=*/0)); } extern "C" StridedMemRefType mgpuMemGetDeviceMemRef1dFloat(float *allocated, float *aligned, int64_t offset, int64_t size, int64_t stride) { float *devicePtr = nullptr; mgpuMemGetDevicePointer(aligned, &devicePtr); return {devicePtr, devicePtr, offset, {size}, {stride}}; } extern "C" StridedMemRefType mgpuMemGetDeviceMemRef1dInt32(int32_t *allocated, int32_t *aligned, int64_t offset, int64_t size, int64_t stride) { int32_t *devicePtr = nullptr; mgpuMemGetDevicePointer(aligned, &devicePtr); return {devicePtr, devicePtr, offset, {size}, {stride}}; } extern "C" void mgpuSetDefaultDevice(int32_t device) { defaultDevice = device; HIP_REPORT_IF_ERROR(hipSetDevice(device)); }