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Diffstat (limited to 'tests/validation/CL/UNIT/dynamic_fusion/ClCompositeKernel.cpp')
| -rw-r--r-- | tests/validation/CL/UNIT/dynamic_fusion/ClCompositeKernel.cpp | 215 |
1 files changed, 0 insertions, 215 deletions
diff --git a/tests/validation/CL/UNIT/dynamic_fusion/ClCompositeKernel.cpp b/tests/validation/CL/UNIT/dynamic_fusion/ClCompositeKernel.cpp deleted file mode 100644 index dc98d72f4b..0000000000 --- a/tests/validation/CL/UNIT/dynamic_fusion/ClCompositeKernel.cpp +++ /dev/null @@ -1,215 +0,0 @@ -/* - * Copyright (c) 2022 Arm Limited. - * - * SPDX-License-Identifier: MIT - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to - * deal in the Software without restriction, including without limitation the - * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or - * sell copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - */ -#ifdef ENABLE_EXPERIMENTAL_DYNAMIC_FUSION - -#include "src/gpu/cl/kernels/experimental/dynamic_fusion/ClCompositeKernel.h" -#include "src/core/experimental/dynamic_fusion/ClKernelBuildingAPI.h" - -#include "src/core/utils/helpers/float_ops.h" -#include "src/gpu/cl/kernels/ClElementwiseKernel.h" -#include "src/gpu/cl/kernels/ClGemmMatrixMultiplyNativeKernel.h" -#include "tests/CL/CLAccessor.h" -#include "tests/framework/Macros.h" -#include "tests/framework/datasets/Datasets.h" -#include "tests/validation/Validation.h" -#include "tests/validation/reference/ConvolutionLayer.h" -#include "tests/validation/reference/ElementwiseOperations.h" -#include "tests/validation/reference/GEMM.h" -#include "tests/validation/reference/Permute.h" - -#include "arm_compute/core/utils/misc/ShapeCalculator.h" -#include "src/core/AccessWindowStatic.h" -#include "src/core/helpers/AutoConfiguration.h" -#include "src/core/helpers/WindowHelpers.h" - -#include "tests/validation/CL/UNIT/dynamic_fusion/Utils.h" - -#include <chrono> - -using namespace arm_compute::experimental::dynamic_fusion; -using namespace arm_compute::test::validation::utils; - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -TEST_SUITE(CL) -TEST_SUITE(UNIT) -TEST_SUITE(DYNAMIC_FUSION) -TEST_SUITE(ClCompositeKernel) -TEST_SUITE(Validate) - -TEST_CASE(MoveNet_SubGraph_1_DirectConv2d, framework::DatasetMode::ALL) -{ - /* Computation: - * out = add(addend, direct_conv2d(lhs, rhs, bias)) (non-broadcast) - */ - - ClCompositeKernel kernel{}; - ClKernelBlueprint bp{}; - ClKernelCode cl_code{}; - ClExecutionDescriptor exec_desc{}; - Status st{}; - - const auto data_type = DataType::F32; - const auto conv_info = Conv2dDescriptor{ Padding2D{ 1U, 1U, 1U, 1U }, { 1U, 1U } /* stride */ }; - const auto eltwise_info = ElementwiseDescriptor{ ArithmeticOperation::ADD }; - - const auto width = 7U; - const auto height = 6U; - const auto IFM = 5U; - const auto OFM = 4U; - const auto kernel_sz = 3U; - - const auto src_shape = TensorShape(IFM, width, height); - const auto wei_shape = TensorShape(IFM, kernel_sz, kernel_sz, OFM); - const auto bia_shape = TensorShape(OFM); - const auto addend_shape = TensorShape(1, 1); - const auto dst_shape = TensorShape(OFM, width, height); - - auto src_info = TensorInfo(src_shape, 1, data_type, DataLayout::NHWC); - auto wei_info = TensorInfo(wei_shape, 1, data_type, DataLayout::NHWC); - auto bia_info = TensorInfo(bia_shape, 1, data_type, DataLayout::NHWC); - auto addend_info = TensorInfo(addend_shape, 1, data_type, DataLayout::NHWC); - auto dst_info = TensorInfo(dst_shape, 1, data_type, DataLayout::NHWC); - - const auto n0 = std::min(OFM, 4u); - const auto m0 = (OFM > 16) ? ((data_type == DataType::F32) ? 2U : 4U) : 1U; - - const ClDirectConv2dKernelDescriptor direct_conv2d_desc{ conv_info }; - const ClElementwiseKernelDescriptor eltwise_add_desc{ eltwise_info }; - const TileDescriptor store_tile_info{ Size2D(n0, m0), Size2D(width, height), ClippingStrategy::TOP_LEFT }; - - ArgumentID src_id{ g_arg_placeholder }; - ArgumentID wei_id{ g_arg_placeholder }; - ArgumentID bia_id{ g_arg_placeholder }; - ArgumentID acc_id{ g_arg_placeholder }; - ArgumentID acc_1_id{ g_arg_placeholder }; - ArgumentID addend_id{ g_arg_placeholder }; - ArgumentID dst_id{ g_arg_placeholder }; - - st = add_tensor(bp, &src_info, src_id); - st = add_tensor(bp, &wei_info, wei_id); - st = add_tensor(bp, &bia_info, bia_id); - st = add_tensor(bp, &dst_info, acc_id); - st = add_tensor(bp, &dst_info, acc_1_id); - st = add_tensor(bp, &addend_info, addend_id); - st = add_tensor(bp, &dst_info, dst_id); - - st = add_kcomp_direct_conv2d(bp, direct_conv2d_desc, src_id, wei_id, bia_id, acc_id); - st = add_kcomp_eltwise_op(bp, eltwise_add_desc, addend_id, acc_id, acc_1_id); - st = add_kcomp_store(bp, StoreType::TStoreIndirectWidthSelect, acc_1_id, dst_id); - - exec_desc.skip_sliding_window = true; - - st = set_tile_info(bp, store_tile_info); - st = build(cl_code, ClCodeBuilderContext{ GpuInfo{ GPUTarget::G71 } }, bp); - st = tune_static(exec_desc, cl_code); - - CLScheduler::get().default_reinit(); - kernel.configure(CLKernelLibrary::get().get_compile_context(), cl_code); - - // Construct tensors - CLTensor src{}; - CLTensor wei{}; - CLTensor bia{}; - CLTensor addend{}; - CLTensor dst{}; - - // Init tensors - src.allocator()->init(src_info); - wei.allocator()->init(wei_info); - bia.allocator()->init(bia_info); - addend.allocator()->init(dst_info); - dst.allocator()->init(dst_info); - - // "Pack" tensors - ITensorPack tensors{ { src_id, &src }, - { wei_id, &wei }, - { bia_id, &bia }, - { addend_id, &addend }, - { dst_id, &dst } }; - - // Allocate and fill tensors - src.allocator()->allocate(); - wei.allocator()->allocate(); - bia.allocator()->allocate(); - addend.allocator()->allocate(); - dst.allocator()->allocate(); - - fill<float>(CLAccessor(src), 0, library.get()); - fill<float>(CLAccessor(wei), 1, library.get()); - fill<float>(CLAccessor(bia), 2, library.get()); - fill<float>(CLAccessor(addend), 3, library.get()); - - CLScheduler::get().enqueue_op(kernel, tensors, exec_desc, true); - - // Create reference - SimpleTensor<float> ref_src_nhwc{ src_shape, data_type, 1, QuantizationInfo(), DataLayout::NHWC }; - SimpleTensor<float> ref_wei_nhwc{ wei_shape, data_type, 1, QuantizationInfo(), DataLayout::NHWC }; - SimpleTensor<float> ref_bia_nhwc{ bia_shape, data_type, 1, QuantizationInfo(), DataLayout::NHWC }; - SimpleTensor<float> ref_addend_nhwc{ addend_shape, data_type, 1, QuantizationInfo(), DataLayout::NHWC }; - - // Fill reference - fill<float>(ref_src_nhwc, 0, library.get()); - fill<float>(ref_wei_nhwc, 1, library.get()); - fill<float>(ref_bia_nhwc, 2, library.get()); - fill<float>(ref_addend_nhwc, 3, library.get()); - - auto ref_src = reference::permute(ref_src_nhwc, PermutationVector(1U, 2U, 0U)); - auto ref_wei = reference::permute(ref_wei_nhwc, PermutationVector(1U, 2U, 0U)); - auto ref_bia = reference::permute(ref_bia_nhwc, PermutationVector(1U, 2U, 0U)); - auto ref_addend = reference::permute(ref_addend_nhwc, PermutationVector(1U, 2U, 0U)); - - TensorShape dst_shape_nchw{ dst_shape }; - permute(dst_shape_nchw, PermutationVector(1U, 2U, 0U)); - - const auto ref_dst = reference::arithmetic_operation( - ArithmeticOperation::ADD, - ref_addend, - reference::convolution_layer<float>(ref_src, ref_wei, ref_bia, dst_shape_nchw, - PadStrideInfo - { - static_cast<unsigned int>(conv_info.stride.x()), - static_cast<unsigned int>(conv_info.stride.y()), - static_cast<unsigned int>(conv_info.pad.left), - static_cast<unsigned int>(conv_info.pad.top) }), - data_type, - ConvertPolicy::SATURATE); - - RelativeTolerance<float> tolerance_f32(0.001f); /**< Tolerance value for comparing reference's output against implementation's output for floating point data types */ - validate(CLAccessor(dst), ref_dst, tolerance_f32); -} - -TEST_SUITE_END() // Validate -TEST_SUITE_END() // ClCompositeKernel -TEST_SUITE_END() // DYNAMIC_FUSION -TEST_SUITE_END() // UNIT -TEST_SUITE_END() // CL -} // namespace validation -} // namespace test -} // namespace arm_compute -#endif /* ENABLE_EXPERIMENTAL_DYNAMIC_FUSION */
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