// Copyright (c) 2017-2022, Lawrence Livermore National Security, LLC and other CEED contributors. // All Rights Reserved. See the top-level LICENSE and NOTICE files for details. // // SPDX-License-Identifier: BSD-2-Clause // // This file is part of CEED: http://github.com/ceed #include #include #include #include #include #include "ceed-sycl-ref.hpp" //------------------------------------------------------------------------------ // Check if host/device sync is needed //------------------------------------------------------------------------------ static inline int CeedVectorNeedSync_Sycl(const CeedVector vec, CeedMemType mem_type, bool *need_sync) { bool has_valid_array = false; CeedVector_Sycl *impl; CeedCallBackend(CeedVectorGetData(vec, &impl)); CeedCallBackend(CeedVectorHasValidArray(vec, &has_valid_array)); switch (mem_type) { case CEED_MEM_HOST: *need_sync = has_valid_array && !impl->h_array; break; case CEED_MEM_DEVICE: *need_sync = has_valid_array && !impl->d_array; break; } return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Sync host to device //------------------------------------------------------------------------------ static inline int CeedVectorSyncH2D_Sycl(const CeedVector vec) { Ceed ceed; Ceed_Sycl *data; CeedSize length; CeedVector_Sycl *impl; CeedCallBackend(CeedVectorGetCeed(vec, &ceed)); CeedCallBackend(CeedVectorGetData(vec, &impl)); CeedCallBackend(CeedGetData(ceed, &data)); if (!impl->h_array) { // LCOV_EXCL_START return CeedError(ceed, CEED_ERROR_BACKEND, "No valid host data to sync to device"); // LCOV_EXCL_STOP } CeedCallBackend(CeedVectorGetLength(vec, &length)); if (impl->d_array_borrowed) { impl->d_array = impl->d_array_borrowed; } else if (impl->d_array_owned) { impl->d_array = impl->d_array_owned; } else { CeedCallSycl(ceed, impl->d_array_owned = sycl::malloc_device(length, data->sycl_device, data->sycl_context)); impl->d_array = impl->d_array_owned; } sycl::event e = data->sycl_queue.ext_oneapi_submit_barrier(); // Copy from host to device sycl::event copy_event = data->sycl_queue.copy(impl->h_array, impl->d_array, length, {e}); // Wait for copy to finish and handle exceptions. CeedCallSycl(ceed, copy_event.wait_and_throw()); return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Sync device to host //------------------------------------------------------------------------------ static inline int CeedVectorSyncD2H_Sycl(const CeedVector vec) { Ceed ceed; Ceed_Sycl *data; CeedSize length; CeedVector_Sycl *impl; CeedCallBackend(CeedVectorGetCeed(vec, &ceed)); CeedCallBackend(CeedVectorGetData(vec, &impl)); CeedCallBackend(CeedGetData(ceed, &data)); CeedCheck(impl->d_array, ceed, CEED_ERROR_BACKEND, "No valid device data to sync to host"); CeedCallBackend(CeedVectorGetLength(vec, &length)); if (impl->h_array_borrowed) { impl->h_array = impl->h_array_borrowed; } else if (impl->h_array_owned) { impl->h_array = impl->h_array_owned; } else { CeedCallBackend(CeedCalloc(length, &impl->h_array_owned)); impl->h_array = impl->h_array_owned; } // Order queue sycl::event e = data->sycl_queue.ext_oneapi_submit_barrier(); // Copy from device to host sycl::event copy_event = data->sycl_queue.copy(impl->d_array, impl->h_array, length, {e}); // Wait for copy to finish and handle exceptions. CeedCallSycl(ceed, copy_event.wait_and_throw()); return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Sync arrays //------------------------------------------------------------------------------ static int CeedVectorSyncArray_Sycl(const CeedVector vec, CeedMemType mem_type) { bool need_sync = false; // Check whether device/host sync is needed CeedCallBackend(CeedVectorNeedSync_Sycl(vec, mem_type, &need_sync)); if (!need_sync) return CEED_ERROR_SUCCESS; switch (mem_type) { case CEED_MEM_HOST: return CeedVectorSyncD2H_Sycl(vec); case CEED_MEM_DEVICE: return CeedVectorSyncH2D_Sycl(vec); } return CEED_ERROR_UNSUPPORTED; } //------------------------------------------------------------------------------ // Set all pointers as invalid //------------------------------------------------------------------------------ static inline int CeedVectorSetAllInvalid_Sycl(const CeedVector vec) { CeedVector_Sycl *impl; CeedCallBackend(CeedVectorGetData(vec, &impl)); impl->h_array = NULL; impl->d_array = NULL; return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Check if CeedVector has any valid pointer //------------------------------------------------------------------------------ static inline int CeedVectorHasValidArray_Sycl(const CeedVector vec, bool *has_valid_array) { CeedVector_Sycl *impl; CeedCallBackend(CeedVectorGetData(vec, &impl)); *has_valid_array = impl->h_array || impl->d_array; return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Check if has array of given type //------------------------------------------------------------------------------ static inline int CeedVectorHasArrayOfType_Sycl(const CeedVector vec, CeedMemType mem_type, bool *has_array_of_type) { CeedVector_Sycl *impl; CeedCallBackend(CeedVectorGetData(vec, &impl)); switch (mem_type) { case CEED_MEM_HOST: *has_array_of_type = impl->h_array_borrowed || impl->h_array_owned; break; case CEED_MEM_DEVICE: *has_array_of_type = impl->d_array_borrowed || impl->d_array_owned; break; } return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Check if has borrowed array of given type //------------------------------------------------------------------------------ static inline int CeedVectorHasBorrowedArrayOfType_Sycl(const CeedVector vec, CeedMemType mem_type, bool *has_borrowed_array_of_type) { CeedVector_Sycl *impl; CeedCallBackend(CeedVectorGetData(vec, &impl)); switch (mem_type) { case CEED_MEM_HOST: *has_borrowed_array_of_type = impl->h_array_borrowed; break; case CEED_MEM_DEVICE: *has_borrowed_array_of_type = impl->d_array_borrowed; break; } return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Set array from host //------------------------------------------------------------------------------ static int CeedVectorSetArrayHost_Sycl(const CeedVector vec, const CeedCopyMode copy_mode, CeedScalar *array) { CeedVector_Sycl *impl; CeedCallBackend(CeedVectorGetData(vec, &impl)); switch (copy_mode) { case CEED_COPY_VALUES: { if (!impl->h_array_owned) { CeedSize length; CeedCallBackend(CeedVectorGetLength(vec, &length)); CeedCallBackend(CeedMalloc(length, &impl->h_array_owned)); } impl->h_array_borrowed = NULL; impl->h_array = impl->h_array_owned; if (array) { CeedSize length; size_t bytes; CeedCallBackend(CeedVectorGetLength(vec, &length)); bytes = length * sizeof(CeedScalar); memcpy(impl->h_array, array, bytes); } } break; case CEED_OWN_POINTER: CeedCallBackend(CeedFree(&impl->h_array_owned)); impl->h_array_owned = array; impl->h_array_borrowed = NULL; impl->h_array = array; break; case CEED_USE_POINTER: CeedCallBackend(CeedFree(&impl->h_array_owned)); impl->h_array_borrowed = array; impl->h_array = array; break; } return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Set array from device //------------------------------------------------------------------------------ static int CeedVectorSetArrayDevice_Sycl(const CeedVector vec, const CeedCopyMode copy_mode, CeedScalar *array) { Ceed ceed; Ceed_Sycl *data; CeedVector_Sycl *impl; CeedCallBackend(CeedVectorGetCeed(vec, &ceed)); CeedCallBackend(CeedVectorGetData(vec, &impl)); CeedCallBackend(CeedGetData(ceed, &data)); // Order queue sycl::event e = data->sycl_queue.ext_oneapi_submit_barrier(); switch (copy_mode) { case CEED_COPY_VALUES: { CeedSize length; CeedCallBackend(CeedVectorGetLength(vec, &length)); if (!impl->d_array_owned) { CeedCallSycl(ceed, impl->d_array_owned = sycl::malloc_device(length, data->sycl_device, data->sycl_context)); } impl->d_array = impl->d_array_owned; if (array) { sycl::event copy_event = data->sycl_queue.copy(array, impl->d_array, length, {e}); // Wait for copy to finish and handle exceptions. CeedCallSycl(ceed, copy_event.wait_and_throw()); } } break; case CEED_OWN_POINTER: if (impl->d_array_owned) { // Wait for all work to finish before freeing memory CeedCallSycl(ceed, data->sycl_queue.wait_and_throw()); CeedCallSycl(ceed, sycl::free(impl->d_array_owned, data->sycl_context)); } impl->d_array_owned = array; impl->d_array_borrowed = NULL; impl->d_array = array; break; case CEED_USE_POINTER: if (impl->d_array_owned) { // Wait for all work to finish before freeing memory CeedCallSycl(ceed, data->sycl_queue.wait_and_throw()); CeedCallSycl(ceed, sycl::free(impl->d_array_owned, data->sycl_context)); } impl->d_array_owned = NULL; impl->d_array_borrowed = array; impl->d_array = array; break; } return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Set the array used by a vector, // freeing any previously allocated array if applicable //------------------------------------------------------------------------------ static int CeedVectorSetArray_Sycl(const CeedVector vec, const CeedMemType mem_type, const CeedCopyMode copy_mode, CeedScalar *array) { Ceed ceed; CeedVector_Sycl *impl; CeedCallBackend(CeedVectorGetCeed(vec, &ceed)); CeedCallBackend(CeedVectorGetData(vec, &impl)); CeedCallBackend(CeedVectorSetAllInvalid_Sycl(vec)); switch (mem_type) { case CEED_MEM_HOST: return CeedVectorSetArrayHost_Sycl(vec, copy_mode, array); case CEED_MEM_DEVICE: return CeedVectorSetArrayDevice_Sycl(vec, copy_mode, array); } return CEED_ERROR_UNSUPPORTED; } //------------------------------------------------------------------------------ // Set host array to value //------------------------------------------------------------------------------ static int CeedHostSetValue_Sycl(CeedScalar *h_array, CeedSize length, CeedScalar val) { for (CeedSize i = 0; i < length; i++) h_array[i] = val; return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Set device array to value //------------------------------------------------------------------------------ static int CeedDeviceSetValue_Sycl(sycl::queue &sycl_queue, CeedScalar *d_array, CeedSize length, CeedScalar val) { // Order queue sycl::event e = sycl_queue.ext_oneapi_submit_barrier(); sycl_queue.fill(d_array, val, length, {e}); return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Set a vector to a value, //------------------------------------------------------------------------------ static int CeedVectorSetValue_Sycl(CeedVector vec, CeedScalar val) { Ceed ceed; Ceed_Sycl *data; CeedSize length; CeedVector_Sycl *impl; CeedCallBackend(CeedVectorGetCeed(vec, &ceed)); CeedCallBackend(CeedVectorGetData(vec, &impl)); CeedCallBackend(CeedVectorGetLength(vec, &length)); CeedCallBackend(CeedGetData(ceed, &data)); // Set value for synced device/host array if (!impl->d_array && !impl->h_array) { if (impl->d_array_borrowed) { impl->d_array = impl->d_array_borrowed; } else if (impl->h_array_borrowed) { impl->h_array = impl->h_array_borrowed; } else if (impl->d_array_owned) { impl->d_array = impl->d_array_owned; } else if (impl->h_array_owned) { impl->h_array = impl->h_array_owned; } else { CeedCallBackend(CeedVectorSetArray(vec, CEED_MEM_DEVICE, CEED_COPY_VALUES, NULL)); } } if (impl->d_array) { CeedCallBackend(CeedDeviceSetValue_Sycl(data->sycl_queue, impl->d_array, length, val)); impl->h_array = NULL; } if (impl->h_array) { CeedCallBackend(CeedHostSetValue_Sycl(impl->h_array, length, val)); impl->d_array = NULL; } return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Vector Take Array //------------------------------------------------------------------------------ static int CeedVectorTakeArray_Sycl(CeedVector vec, CeedMemType mem_type, CeedScalar **array) { Ceed ceed; Ceed_Sycl *data; CeedVector_Sycl *impl; CeedCallBackend(CeedVectorGetCeed(vec, &ceed)); CeedCallBackend(CeedVectorGetData(vec, &impl)); CeedCallBackend(CeedGetData(ceed, &data)); // Order queue data->sycl_queue.ext_oneapi_submit_barrier(); // Sync array to requested mem_type CeedCallBackend(CeedVectorSyncArray(vec, mem_type)); // Update pointer switch (mem_type) { case CEED_MEM_HOST: (*array) = impl->h_array_borrowed; impl->h_array_borrowed = NULL; impl->h_array = NULL; break; case CEED_MEM_DEVICE: (*array) = impl->d_array_borrowed; impl->d_array_borrowed = NULL; impl->d_array = NULL; break; } return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Core logic for array syncronization for GetArray. // If a different memory type is most up to date, this will perform a copy //------------------------------------------------------------------------------ static int CeedVectorGetArrayCore_Sycl(const CeedVector vec, const CeedMemType mem_type, CeedScalar **array) { Ceed ceed; CeedVector_Sycl *impl; CeedCallBackend(CeedVectorGetCeed(vec, &ceed)); CeedCallBackend(CeedVectorGetData(vec, &impl)); // Sync array to requested mem_type CeedCallBackend(CeedVectorSyncArray(vec, mem_type)); // Update pointer switch (mem_type) { case CEED_MEM_HOST: *array = impl->h_array; break; case CEED_MEM_DEVICE: *array = impl->d_array; break; } return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Get read-only access to a vector via the specified mem_type //------------------------------------------------------------------------------ static int CeedVectorGetArrayRead_Sycl(const CeedVector vec, const CeedMemType mem_type, const CeedScalar **array) { return CeedVectorGetArrayCore_Sycl(vec, mem_type, (CeedScalar **)array); } //------------------------------------------------------------------------------ // Get read/write access to a vector via the specified mem_type //------------------------------------------------------------------------------ static int CeedVectorGetArray_Sycl(const CeedVector vec, const CeedMemType mem_type, CeedScalar **array) { CeedVector_Sycl *impl; CeedCallBackend(CeedVectorGetData(vec, &impl)); CeedCallBackend(CeedVectorGetArrayCore_Sycl(vec, mem_type, array)); CeedCallBackend(CeedVectorSetAllInvalid_Sycl(vec)); switch (mem_type) { case CEED_MEM_HOST: impl->h_array = *array; break; case CEED_MEM_DEVICE: impl->d_array = *array; break; } return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Get write access to a vector via the specified mem_type //------------------------------------------------------------------------------ static int CeedVectorGetArrayWrite_Sycl(const CeedVector vec, const CeedMemType mem_type, CeedScalar **array) { bool has_array_of_type = true; CeedVector_Sycl *impl; CeedCallBackend(CeedVectorGetData(vec, &impl)); CeedCallBackend(CeedVectorHasArrayOfType_Sycl(vec, mem_type, &has_array_of_type)); if (!has_array_of_type) { // Allocate if array is not yet allocated CeedCallBackend(CeedVectorSetArray(vec, mem_type, CEED_COPY_VALUES, NULL)); } else { // Select dirty array switch (mem_type) { case CEED_MEM_HOST: if (impl->h_array_borrowed) impl->h_array = impl->h_array_borrowed; else impl->h_array = impl->h_array_owned; break; case CEED_MEM_DEVICE: if (impl->d_array_borrowed) impl->d_array = impl->d_array_borrowed; else impl->d_array = impl->d_array_owned; } } return CeedVectorGetArray_Sycl(vec, mem_type, array); } //------------------------------------------------------------------------------ // Get the norm of a CeedVector //------------------------------------------------------------------------------ static int CeedVectorNorm_Sycl(CeedVector vec, CeedNormType type, CeedScalar *norm) { Ceed ceed; Ceed_Sycl *data; CeedSize length; const CeedScalar *d_array; CeedVector_Sycl *impl; CeedCallBackend(CeedVectorGetCeed(vec, &ceed)); CeedCallBackend(CeedVectorGetData(vec, &impl)); CeedCallBackend(CeedVectorGetLength(vec, &length)); CeedCallBackend(CeedGetData(ceed, &data)); // Compute norm CeedCallBackend(CeedVectorGetArrayRead(vec, CEED_MEM_DEVICE, &d_array)); switch (type) { case CEED_NORM_1: { // Order queue sycl::event e = data->sycl_queue.ext_oneapi_submit_barrier(); auto sumReduction = sycl::reduction(impl->reduction_norm, sycl::plus<>(), {sycl::property::reduction::initialize_to_identity{}}); data->sycl_queue.parallel_for(length, {e}, sumReduction, [=](sycl::id<1> i, auto &sum) { sum += abs(d_array[i]); }).wait_and_throw(); } break; case CEED_NORM_2: { // Order queue sycl::event e = data->sycl_queue.ext_oneapi_submit_barrier(); auto sumReduction = sycl::reduction(impl->reduction_norm, sycl::plus<>(), {sycl::property::reduction::initialize_to_identity{}}); data->sycl_queue.parallel_for(length, {e}, sumReduction, [=](sycl::id<1> i, auto &sum) { sum += (d_array[i] * d_array[i]); }).wait_and_throw(); } break; case CEED_NORM_MAX: { // Order queue sycl::event e = data->sycl_queue.ext_oneapi_submit_barrier(); auto maxReduction = sycl::reduction(impl->reduction_norm, sycl::maximum<>(), {sycl::property::reduction::initialize_to_identity{}}); data->sycl_queue.parallel_for(length, {e}, maxReduction, [=](sycl::id<1> i, auto &max) { max.combine(abs(d_array[i])); }).wait_and_throw(); } break; } // L2 norm - square root over reduced value if (type == CEED_NORM_2) *norm = sqrt(*impl->reduction_norm); else *norm = *impl->reduction_norm; CeedCallBackend(CeedVectorRestoreArrayRead(vec, &d_array)); return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Take reciprocal of a vector on host //------------------------------------------------------------------------------ static int CeedHostReciprocal_Sycl(CeedScalar *h_array, CeedSize length) { for (CeedSize i = 0; i < length; i++) { if (std::fabs(h_array[i]) > CEED_EPSILON) h_array[i] = 1. / h_array[i]; } return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Take reciprocal of a vector on device //------------------------------------------------------------------------------ static int CeedDeviceReciprocal_Sycl(sycl::queue &sycl_queue, CeedScalar *d_array, CeedSize length) { // Order queue sycl::event e = sycl_queue.ext_oneapi_submit_barrier(); sycl_queue.parallel_for(length, {e}, [=](sycl::id<1> i) { if (std::fabs(d_array[i]) > CEED_EPSILON) d_array[i] = 1. / d_array[i]; }); return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Take reciprocal of a vector //------------------------------------------------------------------------------ static int CeedVectorReciprocal_Sycl(CeedVector vec) { Ceed ceed; Ceed_Sycl *data; CeedSize length; CeedVector_Sycl *impl; CeedCallBackend(CeedVectorGetCeed(vec, &ceed)); CeedCallBackend(CeedVectorGetData(vec, &impl)); CeedCallBackend(CeedVectorGetLength(vec, &length)); CeedCallBackend(CeedGetData(ceed, &data)); // Set value for synced device/host array if (impl->d_array) CeedCallBackend(CeedDeviceReciprocal_Sycl(data->sycl_queue, impl->d_array, length)); if (impl->h_array) CeedCallBackend(CeedHostReciprocal_Sycl(impl->h_array, length)); return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Compute x = alpha x on the host //------------------------------------------------------------------------------ static int CeedHostScale_Sycl(CeedScalar *x_array, CeedScalar alpha, CeedSize length) { for (CeedSize i = 0; i < length; i++) x_array[i] *= alpha; return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Compute x = alpha x on device //------------------------------------------------------------------------------ static int CeedDeviceScale_Sycl(sycl::queue &sycl_queue, CeedScalar *x_array, CeedScalar alpha, CeedSize length) { // Order queue sycl::event e = sycl_queue.ext_oneapi_submit_barrier(); sycl_queue.parallel_for(length, {e}, [=](sycl::id<1> i) { x_array[i] *= alpha; }); return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Compute x = alpha x //------------------------------------------------------------------------------ static int CeedVectorScale_Sycl(CeedVector x, CeedScalar alpha) { Ceed ceed; Ceed_Sycl *data; CeedSize length; CeedVector_Sycl *x_impl; CeedCallBackend(CeedVectorGetCeed(x, &ceed)); CeedCallBackend(CeedVectorGetData(x, &x_impl)); CeedCallBackend(CeedVectorGetLength(x, &length)); CeedCallBackend(CeedGetData(ceed, &data)); // Set value for synced device/host array if (x_impl->d_array) CeedCallBackend(CeedDeviceScale_Sycl(data->sycl_queue, x_impl->d_array, alpha, length)); if (x_impl->h_array) CeedCallBackend(CeedHostScale_Sycl(x_impl->h_array, alpha, length)); return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Compute y = alpha x + y on the host //------------------------------------------------------------------------------ static int CeedHostAXPY_Sycl(CeedScalar *y_array, CeedScalar alpha, CeedScalar *x_array, CeedSize length) { for (CeedSize i = 0; i < length; i++) y_array[i] += alpha * x_array[i]; return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Compute y = alpha x + y on device //------------------------------------------------------------------------------ static int CeedDeviceAXPY_Sycl(sycl::queue &sycl_queue, CeedScalar *y_array, CeedScalar alpha, CeedScalar *x_array, CeedSize length) { // Order queue sycl::event e = sycl_queue.ext_oneapi_submit_barrier(); sycl_queue.parallel_for(length, {e}, [=](sycl::id<1> i) { y_array[i] += alpha * x_array[i]; }); return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Compute y = alpha x + y //------------------------------------------------------------------------------ static int CeedVectorAXPY_Sycl(CeedVector y, CeedScalar alpha, CeedVector x) { Ceed ceed; Ceed_Sycl *data; CeedSize length; CeedVector_Sycl *y_impl, *x_impl; CeedCallBackend(CeedVectorGetCeed(y, &ceed)); CeedCallBackend(CeedVectorGetData(y, &y_impl)); CeedCallBackend(CeedVectorGetData(x, &x_impl)); CeedCallBackend(CeedVectorGetLength(y, &length)); CeedCallBackend(CeedGetData(ceed, &data)); // Set value for synced device/host array if (y_impl->d_array) { CeedCallBackend(CeedVectorSyncArray(x, CEED_MEM_DEVICE)); CeedCallBackend(CeedDeviceAXPY_Sycl(data->sycl_queue, y_impl->d_array, alpha, x_impl->d_array, length)); } if (y_impl->h_array) { CeedCallBackend(CeedVectorSyncArray(x, CEED_MEM_HOST)); CeedCallBackend(CeedHostAXPY_Sycl(y_impl->h_array, alpha, x_impl->h_array, length)); } return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Compute the pointwise multiplication w = x .* y on the host //------------------------------------------------------------------------------ static int CeedHostPointwiseMult_Sycl(CeedScalar *w_array, CeedScalar *x_array, CeedScalar *y_array, CeedSize length) { for (CeedSize i = 0; i < length; i++) w_array[i] = x_array[i] * y_array[i]; return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Compute the pointwise multiplication w = x .* y on device (impl in .cu file) //------------------------------------------------------------------------------ static int CeedDevicePointwiseMult_Sycl(sycl::queue &sycl_queue, CeedScalar *w_array, CeedScalar *x_array, CeedScalar *y_array, CeedSize length) { // Order queue sycl::event e = sycl_queue.ext_oneapi_submit_barrier(); sycl_queue.parallel_for(length, {e}, [=](sycl::id<1> i) { w_array[i] = x_array[i] * y_array[i]; }); return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Compute the pointwise multiplication w = x .* y //------------------------------------------------------------------------------ static int CeedVectorPointwiseMult_Sycl(CeedVector w, CeedVector x, CeedVector y) { Ceed ceed; Ceed_Sycl *data; CeedSize length; CeedVector_Sycl *w_impl, *x_impl, *y_impl; CeedCallBackend(CeedVectorGetCeed(w, &ceed)); CeedCallBackend(CeedVectorGetData(w, &w_impl)); CeedCallBackend(CeedVectorGetData(x, &x_impl)); CeedCallBackend(CeedVectorGetData(y, &y_impl)); CeedCallBackend(CeedVectorGetLength(w, &length)); CeedCallBackend(CeedGetData(ceed, &data)); // Set value for synced device/host array if (!w_impl->d_array && !w_impl->h_array) { CeedCallBackend(CeedVectorSetValue(w, 0.0)); } if (w_impl->d_array) { CeedCallBackend(CeedVectorSyncArray(x, CEED_MEM_DEVICE)); CeedCallBackend(CeedVectorSyncArray(y, CEED_MEM_DEVICE)); CeedCallBackend(CeedDevicePointwiseMult_Sycl(data->sycl_queue, w_impl->d_array, x_impl->d_array, y_impl->d_array, length)); } if (w_impl->h_array) { CeedCallBackend(CeedVectorSyncArray(x, CEED_MEM_HOST)); CeedCallBackend(CeedVectorSyncArray(y, CEED_MEM_HOST)); CeedCallBackend(CeedHostPointwiseMult_Sycl(w_impl->h_array, x_impl->h_array, y_impl->h_array, length)); } return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Destroy the vector //------------------------------------------------------------------------------ static int CeedVectorDestroy_Sycl(const CeedVector vec) { Ceed ceed; Ceed_Sycl *data; CeedVector_Sycl *impl; CeedCallBackend(CeedVectorGetCeed(vec, &ceed)); CeedCallBackend(CeedVectorGetData(vec, &impl)); CeedCallBackend(CeedGetData(ceed, &data)); // Wait for all work to finish before freeing memory CeedCallSycl(ceed, data->sycl_queue.wait_and_throw()); CeedCallSycl(ceed, sycl::free(impl->d_array_owned, data->sycl_context)); CeedCallSycl(ceed, sycl::free(impl->reduction_norm, data->sycl_context)); CeedCallBackend(CeedFree(&impl->h_array_owned)); CeedCallBackend(CeedFree(&impl)); return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Create a vector of the specified length (does not allocate memory) //------------------------------------------------------------------------------ int CeedVectorCreate_Sycl(CeedSize n, CeedVector vec) { Ceed ceed; Ceed_Sycl *data; CeedVector_Sycl *impl; CeedCallBackend(CeedVectorGetCeed(vec, &ceed)); CeedCallBackend(CeedGetData(ceed, &data)); CeedCallBackend(CeedCalloc(1, &impl)); CeedCallSycl(ceed, impl->reduction_norm = sycl::malloc_host(1, data->sycl_context)); CeedCallBackend(CeedSetBackendFunctionCpp(ceed, "Vector", vec, "HasValidArray", CeedVectorHasValidArray_Sycl)); CeedCallBackend(CeedSetBackendFunctionCpp(ceed, "Vector", vec, "HasBorrowedArrayOfType", CeedVectorHasBorrowedArrayOfType_Sycl)); CeedCallBackend(CeedSetBackendFunctionCpp(ceed, "Vector", vec, "SetArray", CeedVectorSetArray_Sycl)); CeedCallBackend(CeedSetBackendFunctionCpp(ceed, "Vector", vec, "TakeArray", CeedVectorTakeArray_Sycl)); CeedCallBackend(CeedSetBackendFunctionCpp(ceed, "Vector", vec, "SetValue", CeedVectorSetValue_Sycl)); CeedCallBackend(CeedSetBackendFunctionCpp(ceed, "Vector", vec, "SyncArray", CeedVectorSyncArray_Sycl)); CeedCallBackend(CeedSetBackendFunctionCpp(ceed, "Vector", vec, "GetArray", CeedVectorGetArray_Sycl)); CeedCallBackend(CeedSetBackendFunctionCpp(ceed, "Vector", vec, "GetArrayRead", CeedVectorGetArrayRead_Sycl)); CeedCallBackend(CeedSetBackendFunctionCpp(ceed, "Vector", vec, "GetArrayWrite", CeedVectorGetArrayWrite_Sycl)); CeedCallBackend(CeedSetBackendFunctionCpp(ceed, "Vector", vec, "Norm", CeedVectorNorm_Sycl)); CeedCallBackend(CeedSetBackendFunctionCpp(ceed, "Vector", vec, "Reciprocal", CeedVectorReciprocal_Sycl)); CeedCallBackend(CeedSetBackendFunctionCpp(ceed, "Vector", vec, "AXPY", CeedVectorAXPY_Sycl)); CeedCallBackend(CeedSetBackendFunctionCpp(ceed, "Vector", vec, "Scale", CeedVectorScale_Sycl)); CeedCallBackend(CeedSetBackendFunctionCpp(ceed, "Vector", vec, "PointwiseMult", CeedVectorPointwiseMult_Sycl)); CeedCallBackend(CeedSetBackendFunctionCpp(ceed, "Vector", vec, "Destroy", CeedVectorDestroy_Sycl)); CeedCallBackend(CeedVectorSetData(vec, impl)); return CEED_ERROR_SUCCESS; }