From b84e25313e5dc7acbc03623e1e071e845047c111 Mon Sep 17 00:00:00 2001 From: Viet-Hoa Do Date: Tue, 13 Dec 2022 13:09:10 +0000 Subject: Add output operator for dynamic fusion * The output of the fused operator must be explicitly specified using GpuOutput operator. * Any temporary tensors used to connect the output of an operator to the input of another operator will be marked as no-alloc and won't be allocated as a tensor in the memory. Resolves: COMPMID-5771 Signed-off-by: Viet-Hoa Do Change-Id: I5ae8e800f8f737db23a055a92b01c4f1d78c3bb8 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8794 Tested-by: Arm Jenkins Reviewed-by: SiCong Li Reviewed-by: Gian Marco Iodice Reviewed-by: Gunes Bayir Comments-Addressed: Arm Jenkins Benchmark: Arm Jenkins --- .../sketch/gpu/operators/GpuOutput.cpp | 141 +++++++++++++++++++++ 1 file changed, 141 insertions(+) create mode 100644 src/dynamic_fusion/sketch/gpu/operators/GpuOutput.cpp (limited to 'src/dynamic_fusion/sketch/gpu/operators') diff --git a/src/dynamic_fusion/sketch/gpu/operators/GpuOutput.cpp b/src/dynamic_fusion/sketch/gpu/operators/GpuOutput.cpp new file mode 100644 index 0000000000..017536df6c --- /dev/null +++ b/src/dynamic_fusion/sketch/gpu/operators/GpuOutput.cpp @@ -0,0 +1,141 @@ +/* + * 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. + */ + +#include "arm_compute/dynamic_fusion/sketch/gpu/operators/GpuOutput.h" + +#include "src/core/helpers/AutoConfiguration.h" +#include "src/common/utils/Log.h" + +#include "src/dynamic_fusion/sketch/ArgumentPack.h" +#include "src/dynamic_fusion/sketch/gpu/GpuWorkloadSketchImpl.h" +#include "src/dynamic_fusion/sketch/gpu/components/cl/ClComponentStore.h" + +namespace arm_compute +{ +namespace experimental +{ +namespace dynamic_fusion +{ +namespace +{ +constexpr GpuOperatorType operator_type = GpuOperatorType::Simple; +} + +Status GpuOutput::is_supported_op(const GpuWorkloadContext &context, + const ITensorInfo *src, + const ITensorInfo *dst) +{ + ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src, dst); + + // Initialize the destination tensor info. + TensorInfo dst_to_validate = *dst; + auto_init_if_empty(dst_to_validate, *src); + + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src, &dst_to_validate); + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(src, &dst_to_validate); + + ARM_COMPUTE_UNUSED(context); + return Status{}; +} + +Status GpuOutput::validate_op(const GpuWorkloadSketch &sketch, + const ITensorInfo *src, + const ITensorInfo *dst) +{ + ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src, dst); + ARM_COMPUTE_RETURN_ERROR_ON(!src->has_valid_id()); + ARM_COMPUTE_RETURN_ERROR_ON(!dst->has_valid_id()); + + // Initialize the destination tensor info. + TensorInfo dst_to_validate = *dst; + auto_init_if_empty(dst_to_validate, *src); + + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src, &dst_to_validate); + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(src, &dst_to_validate); + + // Perform fusion test. + ArgumentPack tensors; + tensors.add_const_tensor(ACL_SRC_0, src); + tensors.add_const_tensor(ACL_DST_0, &dst_to_validate); + + const auto group = sketch.implementation().operator_group(); + const auto op = group.new_operator(operator_type, tensors); + const auto success = group.try_add_operator(op); + + ARM_COMPUTE_RETURN_ERROR_ON_MSG(!success, "This operator cannot be fused into the workload."); + ARM_COMPUTE_UNUSED(success); + + const auto status = is_supported_op(*sketch.gpu_context(), src, dst); + return status; +} + +void GpuOutput::create_op(GpuWorkloadSketch &sketch, + ITensorInfo *src, + ITensorInfo *dst) +{ + ARM_COMPUTE_LOG_PARAMS(src, dst); + ARM_COMPUTE_ERROR_THROW_ON(GpuOutput::validate_op(sketch, src, dst)); + + // Auto initialize dst tensor info if empty + auto_init_if_empty(*dst, *src); + + // Translate into components and add to component graph + auto &comp_graph = sketch.implementation().component_graph(); + const auto sketch_ctx = sketch.implementation().context(); + + if(sketch_ctx->gpu_language() == GpuLanguage::OpenCL) + { + ARM_COMPUTE_ERROR_ON(sketch_ctx->cl_compile_context() == nullptr); + + // Add store component + { + IGpuKernelComponent::Properties properties; + properties.stage(UnitWorkloadStage{ UnitWorkloadStage::Stage::Run }); + + ArgumentPack arguments; + arguments.add_const_tensor(ACL_SRC_0, src); + arguments.add_const_tensor(ACL_DST_0, dst); + comp_graph.add_new_component(properties, arguments); + } + } + else + { + ARM_COMPUTE_ERROR("Unimplemented Gpu language"); + } + + // Set up fusion test by adding to the Operator Group + // Note this has to be performed after all the components have been successfully added to the component graph + + // Pack tensor infos + ArgumentPack tensors; + tensors.add_const_tensor(ACL_SRC_0, src); + tensors.add_const_tensor(ACL_DST_0, dst); + + const Operator op = sketch.implementation().operator_group().new_operator(operator_type, tensors); + sketch.implementation().operator_group().add_operator(op); +} + +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute -- cgit v1.2.1