/* StarPU --- Runtime system for heterogeneous multicore architectures. * * Copyright (C) 2009-2013 Université de Bordeaux 1 * Copyright (C) 2010, 2011, 2012, 2013 Centre National de la Recherche Scientifique * * StarPU is free software; you can redistribute it and/or modify * it under the terms of the GNU Lesser General Public License as published by * the Free Software Foundation; either version 2.1 of the License, or (at * your option) any later version. * * StarPU is distributed in the hope that it will be useful, but * WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. * * See the GNU Lesser General Public License in COPYING.LGPL for more details. */ #include #include #include #include #include #include #include #include #include static int copy_ram_to_ram(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED); #ifdef STARPU_USE_CUDA static int copy_ram_to_cuda(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED); static int copy_cuda_to_ram(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED); static int copy_ram_to_cuda_async(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED, cudaStream_t stream); static int copy_cuda_to_ram_async(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED, cudaStream_t stream); static int copy_cuda_to_cuda(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED); #endif #ifdef STARPU_USE_OPENCL static int copy_ram_to_opencl(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED); static int copy_opencl_to_ram(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED); static int copy_opencl_to_opencl(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED); static int copy_ram_to_opencl_async(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED, cl_event *event); static int copy_opencl_to_ram_async(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED, cl_event *event); static int copy_opencl_to_opencl_async(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED, cl_event *event); #endif static struct starpu_data_copy_methods block_copy_data_methods_s = { .ram_to_ram = copy_ram_to_ram, #ifdef STARPU_USE_CUDA .ram_to_cuda = copy_ram_to_cuda, .cuda_to_ram = copy_cuda_to_ram, .ram_to_cuda_async = copy_ram_to_cuda_async, .cuda_to_ram_async = copy_cuda_to_ram_async, .cuda_to_cuda = copy_cuda_to_cuda, #endif #ifdef STARPU_USE_OPENCL .ram_to_opencl = copy_ram_to_opencl, .opencl_to_ram = copy_opencl_to_ram, .opencl_to_opencl = copy_opencl_to_opencl, .ram_to_opencl_async = copy_ram_to_opencl_async, .opencl_to_ram_async = copy_opencl_to_ram_async, .opencl_to_opencl_async = copy_opencl_to_opencl_async, #endif }; static void register_block_handle(starpu_data_handle_t handle, unsigned home_node, void *data_interface); static void *block_handle_to_pointer(starpu_data_handle_t data_handle, unsigned node); static ssize_t allocate_block_buffer_on_node(void *data_interface_, unsigned dst_node); static void free_block_buffer_on_node(void *data_interface, unsigned node); static size_t block_interface_get_size(starpu_data_handle_t handle); static uint32_t footprint_block_interface_crc32(starpu_data_handle_t handle); static int block_compare(void *data_interface_a, void *data_interface_b); static void display_block_interface(starpu_data_handle_t handle, FILE *f); static struct starpu_data_interface_ops interface_block_ops = { .register_data_handle = register_block_handle, .allocate_data_on_node = allocate_block_buffer_on_node, .handle_to_pointer = block_handle_to_pointer, .free_data_on_node = free_block_buffer_on_node, .copy_methods = &block_copy_data_methods_s, .get_size = block_interface_get_size, .footprint = footprint_block_interface_crc32, .compare = block_compare, .interfaceid = STARPU_BLOCK_INTERFACE_ID, .interface_size = sizeof(struct starpu_block_interface), .display = display_block_interface, }; static void *block_handle_to_pointer(starpu_data_handle_t handle, unsigned node) { STARPU_ASSERT(starpu_data_test_if_allocated_on_node(handle, node)); struct starpu_block_interface *block_interface = (struct starpu_block_interface *) starpu_data_get_interface_on_node(handle, node); return (void*) block_interface->ptr; } static void register_block_handle(starpu_data_handle_t handle, unsigned home_node, void *data_interface) { struct starpu_block_interface *block_interface = (struct starpu_block_interface *) data_interface; unsigned node; for (node = 0; node < STARPU_MAXNODES; node++) { struct starpu_block_interface *local_interface = (struct starpu_block_interface *) starpu_data_get_interface_on_node(handle, node); if (node == home_node) { local_interface->ptr = block_interface->ptr; local_interface->dev_handle = block_interface->dev_handle; local_interface->offset = block_interface->offset; local_interface->ldy = block_interface->ldy; local_interface->ldz = block_interface->ldz; } else { local_interface->ptr = 0; local_interface->dev_handle = 0; local_interface->offset = 0; local_interface->ldy = 0; local_interface->ldz = 0; } local_interface->nx = block_interface->nx; local_interface->ny = block_interface->ny; local_interface->nz = block_interface->nz; local_interface->elemsize = block_interface->elemsize; } } /* declare a new data with the BLAS interface */ void starpu_block_data_register(starpu_data_handle_t *handleptr, unsigned home_node, uintptr_t ptr, uint32_t ldy, uint32_t ldz, uint32_t nx, uint32_t ny, uint32_t nz, size_t elemsize) { struct starpu_block_interface block_interface = { .ptr = ptr, .dev_handle = ptr, .offset = 0, .ldy = ldy, .ldz = ldz, .nx = nx, .ny = ny, .nz = nz, .elemsize = elemsize }; starpu_data_register(handleptr, home_node, &block_interface, &interface_block_ops); } static uint32_t footprint_block_interface_crc32(starpu_data_handle_t handle) { uint32_t hash; hash = starpu_crc32_be(starpu_block_get_nx(handle), 0); hash = starpu_crc32_be(starpu_block_get_ny(handle), hash); hash = starpu_crc32_be(starpu_block_get_nz(handle), hash); return hash; } static int block_compare(void *data_interface_a, void *data_interface_b) { struct starpu_block_interface *block_a = (struct starpu_block_interface *) data_interface_a; struct starpu_block_interface *block_b = (struct starpu_block_interface *) data_interface_b; /* Two matricess are considered compatible if they have the same size */ return ((block_a->nx == block_b->nx) && (block_a->ny == block_b->ny) && (block_a->nz == block_b->nz) && (block_a->elemsize == block_b->elemsize)); } static void display_block_interface(starpu_data_handle_t handle, FILE *f) { struct starpu_block_interface *block_interface; block_interface = (struct starpu_block_interface *) starpu_data_get_interface_on_node(handle, 0); fprintf(f, "%u\t%u\t%u\t", block_interface->nx, block_interface->ny, block_interface->nz); } static size_t block_interface_get_size(starpu_data_handle_t handle) { size_t size; struct starpu_block_interface *block_interface; block_interface = (struct starpu_block_interface *) starpu_data_get_interface_on_node(handle, 0); size = block_interface->nx*block_interface->ny*block_interface->nz*block_interface->elemsize; return size; } /* offer an access to the data parameters */ uint32_t starpu_block_get_nx(starpu_data_handle_t handle) { struct starpu_block_interface *block_interface = (struct starpu_block_interface *) starpu_data_get_interface_on_node(handle, 0); return block_interface->nx; } uint32_t starpu_block_get_ny(starpu_data_handle_t handle) { struct starpu_block_interface *block_interface = (struct starpu_block_interface *) starpu_data_get_interface_on_node(handle, 0); return block_interface->ny; } uint32_t starpu_block_get_nz(starpu_data_handle_t handle) { struct starpu_block_interface *block_interface = (struct starpu_block_interface *) starpu_data_get_interface_on_node(handle, 0); return block_interface->nz; } uint32_t starpu_block_get_local_ldy(starpu_data_handle_t handle) { unsigned node; node = _starpu_memory_node_get_local_key(); STARPU_ASSERT(starpu_data_test_if_allocated_on_node(handle, node)); struct starpu_block_interface *block_interface = (struct starpu_block_interface *) starpu_data_get_interface_on_node(handle, node); return block_interface->ldy; } uint32_t starpu_block_get_local_ldz(starpu_data_handle_t handle) { unsigned node; node = _starpu_memory_node_get_local_key(); STARPU_ASSERT(starpu_data_test_if_allocated_on_node(handle, node)); struct starpu_block_interface *block_interface = (struct starpu_block_interface *) starpu_data_get_interface_on_node(handle, node); return block_interface->ldz; } uintptr_t starpu_block_get_local_ptr(starpu_data_handle_t handle) { unsigned node; node = _starpu_memory_node_get_local_key(); STARPU_ASSERT(starpu_data_test_if_allocated_on_node(handle, node)); struct starpu_block_interface *block_interface = (struct starpu_block_interface *) starpu_data_get_interface_on_node(handle, node); return block_interface->ptr; } size_t starpu_block_get_elemsize(starpu_data_handle_t handle) { struct starpu_block_interface *block_interface = (struct starpu_block_interface *) starpu_data_get_interface_on_node(handle, 0); return block_interface->elemsize; } /* memory allocation/deallocation primitives for the BLOCK interface */ /* returns the size of the allocated area */ static ssize_t allocate_block_buffer_on_node(void *data_interface_, unsigned dst_node) { uintptr_t addr = 0, handle; struct starpu_block_interface *dst_block = (struct starpu_block_interface *) data_interface_; uint32_t nx = dst_block->nx; uint32_t ny = dst_block->ny; uint32_t nz = dst_block->nz; size_t elemsize = dst_block->elemsize; ssize_t allocated_memory; handle = starpu_allocate_buffer_on_node(dst_node, nx*ny*nz*elemsize); if (!handle) return -ENOMEM; if (starpu_node_get_kind(dst_node) != STARPU_OPENCL_RAM) addr = handle; allocated_memory = nx*ny*nz*elemsize; /* update the data properly in consequence */ dst_block->ptr = addr; dst_block->dev_handle = handle; dst_block->offset = 0; dst_block->ldy = nx; dst_block->ldz = nx*ny; return allocated_memory; } static void free_block_buffer_on_node(void *data_interface, unsigned node) { struct starpu_block_interface *block_interface = (struct starpu_block_interface *) data_interface; uint32_t nx = block_interface->nx; uint32_t ny = block_interface->ny; uint32_t nz = block_interface->nz; size_t elemsize = block_interface->elemsize; starpu_free_buffer_on_node(node, block_interface->ptr, nx*ny*nz*elemsize); } #ifdef STARPU_USE_CUDA static int copy_cuda_common(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED, enum cudaMemcpyKind kind) { struct starpu_block_interface *src_block = src_interface; struct starpu_block_interface *dst_block = dst_interface; uint32_t nx = src_block->nx; uint32_t ny = src_block->ny; uint32_t nz = src_block->nz; size_t elemsize = src_block->elemsize; cudaError_t cures; if ((nx == src_block->ldy) && (src_block->ldy == dst_block->ldy)) { /* Is that a single contiguous buffer ? */ if (((nx*ny) == src_block->ldz) && (src_block->ldz == dst_block->ldz)) { starpu_cuda_copy_async_sync((void *)src_block->ptr, src_node, (void *)dst_block->ptr, dst_node, nx*ny*nz*elemsize, NULL, kind); } else { /* Are all plans contiguous */ cures = cudaMemcpy2D((char *)dst_block->ptr, dst_block->ldz*elemsize, (char *)src_block->ptr, src_block->ldz*elemsize, nx*ny*elemsize, nz, kind); if (STARPU_UNLIKELY(cures)) STARPU_CUDA_REPORT_ERROR(cures); } } else { /* Default case: we transfer all lines one by one: ny*nz transfers */ unsigned layer; for (layer = 0; layer < src_block->nz; layer++) { uint8_t *src_ptr = ((uint8_t *)src_block->ptr) + layer*src_block->ldz*src_block->elemsize; uint8_t *dst_ptr = ((uint8_t *)dst_block->ptr) + layer*dst_block->ldz*dst_block->elemsize; cures = cudaMemcpy2D((char *)dst_ptr, dst_block->ldy*elemsize, (char *)src_ptr, src_block->ldy*elemsize, nx*elemsize, ny, kind); if (STARPU_UNLIKELY(cures)) STARPU_CUDA_REPORT_ERROR(cures); } } _STARPU_TRACE_DATA_COPY(src_node, dst_node, src_block->nx*src_block->ny*src_block->elemsize*src_block->elemsize); return 0; } static int copy_cuda_async_common(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED, cudaStream_t stream, enum cudaMemcpyKind kind) { struct starpu_block_interface *src_block = src_interface; struct starpu_block_interface *dst_block = dst_interface; uint32_t nx = src_block->nx; uint32_t ny = src_block->ny; uint32_t nz = src_block->nz; size_t elemsize = src_block->elemsize; cudaError_t cures; int ret; /* We may have a contiguous buffer for the entire block, or contiguous * plans within the block, we can avoid many small transfers that way */ if ((nx == src_block->ldy) && (src_block->ldy == dst_block->ldy)) { /* Is that a single contiguous buffer ? */ if (((nx*ny) == src_block->ldz) && (src_block->ldz == dst_block->ldz)) { ret = starpu_cuda_copy_async_sync((void *)src_block->ptr, src_node, (void *)dst_block->ptr, dst_node, nx*ny*nz*elemsize, stream, kind); } else { /* Are all plans contiguous */ _STARPU_TRACE_START_DRIVER_COPY_ASYNC(src_node, dst_node); cures = cudaMemcpy2DAsync((char *)dst_block->ptr, dst_block->ldz*elemsize, (char *)src_block->ptr, src_block->ldz*elemsize, nx*ny*elemsize, nz, kind, stream); _STARPU_TRACE_END_DRIVER_COPY_ASYNC(src_node, dst_node); if (STARPU_UNLIKELY(cures)) { cures = cudaMemcpy2D((char *)dst_block->ptr, dst_block->ldz*elemsize, (char *)src_block->ptr, src_block->ldz*elemsize, nx*ny*elemsize, nz, kind); if (STARPU_UNLIKELY(cures)) STARPU_CUDA_REPORT_ERROR(cures); ret = 0; } else { ret = -EAGAIN; } } } else { /* Default case: we transfer all blocks one by one: nz 2D transfers */ unsigned layer; for (layer = 0; layer < src_block->nz; layer++) { uint8_t *src_ptr = ((uint8_t *)src_block->ptr) + layer*src_block->ldz*src_block->elemsize; uint8_t *dst_ptr = ((uint8_t *)dst_block->ptr) + layer*dst_block->ldz*dst_block->elemsize; _STARPU_TRACE_START_DRIVER_COPY_ASYNC(src_node, dst_node); cures = cudaMemcpy2DAsync((char *)dst_ptr, dst_block->ldy*elemsize, (char *)src_ptr, src_block->ldy*elemsize, nx*elemsize, ny, kind, stream); _STARPU_TRACE_END_DRIVER_COPY_ASYNC(src_node, dst_node); if (STARPU_UNLIKELY(cures)) { /* I don't know how to do that "better" */ goto no_async_default; } } ret = -EAGAIN; } _STARPU_TRACE_DATA_COPY(src_node, dst_node, src_block->nx*src_block->ny*src_block->nz*src_block->elemsize); return ret; no_async_default: { unsigned layer; for (layer = 0; layer < src_block->nz; layer++) { uint8_t *src_ptr = ((uint8_t *)src_block->ptr) + layer*src_block->ldz*src_block->elemsize; uint8_t *dst_ptr = ((uint8_t *)dst_block->ptr) + layer*dst_block->ldz*dst_block->elemsize; cures = cudaMemcpy2D((char *)dst_ptr, dst_block->ldy*elemsize, (char *)src_ptr, src_block->ldy*elemsize, nx*elemsize, ny, kind); if (STARPU_UNLIKELY(cures)) STARPU_CUDA_REPORT_ERROR(cures); } _STARPU_TRACE_DATA_COPY(src_node, dst_node, src_block->nx*src_block->ny*src_block->nz*src_block->elemsize); return 0; } } static int copy_cuda_to_ram(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node) { return copy_cuda_common(src_interface, src_node, dst_interface, dst_node, cudaMemcpyDeviceToHost); } static int copy_ram_to_cuda(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED) { return copy_cuda_common(src_interface, src_node, dst_interface, dst_node, cudaMemcpyHostToDevice); } static int copy_cuda_to_cuda(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED) { return copy_cuda_common(src_interface, src_node, dst_interface, dst_node, cudaMemcpyDeviceToDevice); } static int copy_cuda_to_ram_async(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED, cudaStream_t stream) { return copy_cuda_async_common(src_interface, src_node, dst_interface, dst_node, stream, cudaMemcpyDeviceToHost); } static int copy_ram_to_cuda_async(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED, cudaStream_t stream) { return copy_cuda_async_common(src_interface, src_node, dst_interface, dst_node, stream, cudaMemcpyHostToDevice); } #endif // STARPU_USE_CUDA #ifdef STARPU_USE_OPENCL static int copy_opencl_common(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node, cl_event *event) { struct starpu_block_interface *src_block = src_interface; struct starpu_block_interface *dst_block = dst_interface; int ret = 0; uint32_t nx = src_block->nx; uint32_t ny = src_block->ny; /* We may have a contiguous buffer for the entire block, or contiguous * plans within the block, we can avoid many small transfers that way */ if ((nx == src_block->ldy) && (src_block->ldy == dst_block->ldy)) { /* Is that a single contiguous buffer ? */ if (((nx*ny) == src_block->ldz) && (src_block->ldz == dst_block->ldz)) { ret = starpu_opencl_copy_async_sync(src_block->dev_handle, src_block->offset, src_node, dst_block->dev_handle, dst_block->offset, dst_node, src_block->nx*src_block->ny*src_block->nz*src_block->elemsize, event); } else { /* Are all plans contiguous */ STARPU_ASSERT_MSG(0, "XXX non contiguous buffers are not properly supported in OpenCL yet. (TODO)"); } } else { /* Default case: we transfer all lines one by one: ny*nz transfers */ /* TODO: rect support */ unsigned layer; for (layer = 0; layer < src_block->nz; layer++) { unsigned j; for(j=0 ; jny ; j++) { ret = starpu_opencl_copy_async_sync(src_block->dev_handle, src_block->offset + layer*src_block->ldz*src_block->elemsize + j*src_block->ldy*src_block->elemsize, src_node, dst_block->dev_handle, dst_block->offset + layer*dst_block->ldz*dst_block->elemsize + j*dst_block->ldy*dst_block->elemsize, dst_node, src_block->nx*src_block->elemsize, event); } } } _STARPU_TRACE_DATA_COPY(src_node, dst_node, src_block->nx*src_block->ny*src_block->nz*src_block->elemsize); return ret; } static int copy_ram_to_opencl_async(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node, cl_event *event) { return copy_opencl_common(src_interface, src_node, dst_interface, dst_node, event); } static int copy_opencl_to_ram_async(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node, cl_event *event) { return copy_opencl_common(src_interface, src_node, dst_interface, dst_node, event); } static int copy_opencl_to_opencl_async(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node, cl_event *event) { return copy_opencl_common(src_interface, src_node, dst_interface, dst_node, event); } static int copy_ram_to_opencl(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED) { return copy_ram_to_opencl_async(src_interface, src_node, dst_interface, dst_node, NULL); } static int copy_opencl_to_ram(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED) { return copy_opencl_to_ram_async(src_interface, src_node, dst_interface, dst_node, NULL); } static int copy_opencl_to_opencl(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED) { return copy_opencl_to_opencl_async(src_interface, src_node, dst_interface, dst_node, NULL); } #endif /* as not all platform easily have a BLAS lib installed ... */ static int copy_ram_to_ram(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED) { struct starpu_block_interface *src_block = (struct starpu_block_interface *) src_interface; struct starpu_block_interface *dst_block = (struct starpu_block_interface *) dst_interface; uint32_t nx = dst_block->nx; uint32_t ny = dst_block->ny; uint32_t nz = dst_block->nz; size_t elemsize = dst_block->elemsize; uint32_t ldy_src = src_block->ldy; uint32_t ldz_src = src_block->ldz; uint32_t ldy_dst = dst_block->ldy; uint32_t ldz_dst = dst_block->ldz; uintptr_t ptr_src = src_block->ptr; uintptr_t ptr_dst = dst_block->ptr; unsigned y, z; for (z = 0; z < nz; z++) { for (y = 0; y < ny; y++) { uint32_t src_offset = (y*ldy_src + z*ldz_src)*elemsize; uint32_t dst_offset = (y*ldy_dst + z*ldz_dst)*elemsize; memcpy((void *)(ptr_dst + dst_offset), (void *)(ptr_src + src_offset), nx*elemsize); } } _STARPU_TRACE_DATA_COPY(src_node, dst_node, nx*ny*nz*elemsize); return 0; }