From b63b1196adea8b07dd8db77c2492a212650deba0 Mon Sep 17 00:00:00 2001 From: SiCong Li Date: Fri, 28 Jan 2022 18:24:39 +0000 Subject: Integrate Dynamic Fusion patches * Add public interfaces: * OperatorGraph: Describe a workload that could contain fused kernels * IWorkload: Generic interface for workloads built from OperatorGraph * ClWorkload: OpenCL workloads built from OperatorGraph * ClCompositeOperator: Runtime async operator to execute a ClWorkload * DependencyGraph (will likely be deprecated in later iterations) * Add example * cl_fused_conv2d_elementwise_add.cpp to explain how to use the new interfaces * Add internal translation layer * Refactor ClKernelBuildingAPI * Remove non-tile based gemm native kernel component * Minor interface changes * Add integration tests Resolves COMPMID-5161 Signed-off-by: SiCong Li Change-Id: Ib987ed79289ab0bcbd3130d54f5793408d9f1240 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7510 Reviewed-by: Gian Marco Iodice Reviewed-by: Gunes Bayir Comments-Addressed: Arm Jenkins Tested-by: Arm Jenkins --- .../dynamic_fusion/WorkloadImpl/ClWorkload.cpp | 73 ++++++++++++++++++++++ 1 file changed, 73 insertions(+) create mode 100644 src/core/experimental/dynamic_fusion/WorkloadImpl/ClWorkload.cpp (limited to 'src/core/experimental/dynamic_fusion/WorkloadImpl/ClWorkload.cpp') diff --git a/src/core/experimental/dynamic_fusion/WorkloadImpl/ClWorkload.cpp b/src/core/experimental/dynamic_fusion/WorkloadImpl/ClWorkload.cpp new file mode 100644 index 0000000000..e97cf88b79 --- /dev/null +++ b/src/core/experimental/dynamic_fusion/WorkloadImpl/ClWorkload.cpp @@ -0,0 +1,73 @@ +/* + * 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. + */ +#ifndef ENABLE_EXPERIMENTAL_DYNAMIC_FUSION +#error "This experimental feature must be enabled with -DENABLE_EXPERIMENTAL_DYNAMIC_FUSION" +#endif /* ENABLE_EXPERIMENTAL_DYNAMIC_FUSION */ +#include "arm_compute/core/experimental/ClWorkload.h" +#include "src/core/experimental/dynamic_fusion/WorkloadImpl/ClFusedKernelGraph.h" +#include "src/core/experimental/dynamic_fusion/WorkloadImpl/ClKernelGraph.h" +#include "src/core/experimental/dynamic_fusion/WorkloadImpl/OperatorGraphImpl.h" + +namespace arm_compute +{ +namespace experimental +{ +namespace dynamic_fusion +{ +Status build(ClWorkload &workload, const OperatorGraph &op_graph, const ClWorkloadContext &ctx) +{ + workload.context = ctx; + ClKernelGraph kernel_graph; + workload.status = validate(op_graph); + ARM_COMPUTE_RETURN_ON_ERROR(workload.status); + workload.status = translate(kernel_graph, *op_graph.impl()); + ARM_COMPUTE_RETURN_ON_ERROR(workload.status); + ClFusedKernelGraph fused_k_graph; + std::tie(workload.status, fused_k_graph) = init_fusion_graph(kernel_graph); + ARM_COMPUTE_RETURN_ON_ERROR(workload.status); + workload.status = fuse(fused_k_graph); + ARM_COMPUTE_RETURN_ON_ERROR(workload.status); + workload.status = generate(workload, ctx, fused_k_graph); + ARM_COMPUTE_RETURN_ON_ERROR(workload.status); + + // Get operator tensor id to workload tensor id map + const auto op_tensor_to_kernel_tensor = fused_k_graph.original_graph->graph.get_merge_points(); + const auto kernel_tensor_to_workload_tensor = workload.graph.get_merge_points(); + for(const auto op_t : op_graph.impl()->graph.src_tensors()) + { + const auto kernel_t = op_tensor_to_kernel_tensor.at(op_t); + const auto workload_t = kernel_tensor_to_workload_tensor.at(kernel_t); + workload.op_tensor_id_lut[workload_t] = op_t; + } + for(const auto op_t : op_graph.impl()->graph.dst_tensors()) + { + const auto kernel_t = op_tensor_to_kernel_tensor.at(op_t); + const auto workload_t = kernel_tensor_to_workload_tensor.at(kernel_t); + workload.op_tensor_id_lut[workload_t] = op_t; + } + return workload.status; +} +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute \ No newline at end of file -- cgit v1.2.1