diff options
Diffstat (limited to 'src/dynamic_fusion/sketch/gpu/components/cl/ClComponentElementwiseBinary.cpp')
| -rw-r--r-- | src/dynamic_fusion/sketch/gpu/components/cl/ClComponentElementwiseBinary.cpp | 127 |
1 files changed, 127 insertions, 0 deletions
diff --git a/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentElementwiseBinary.cpp b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentElementwiseBinary.cpp new file mode 100644 index 0000000000..209c73dbee --- /dev/null +++ b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentElementwiseBinary.cpp @@ -0,0 +1,127 @@ +/* + * Copyright (c) 2022-2024 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 "ClComponentElementwiseBinary.h" + +#include "arm_compute/core/Validate.h" + +#include "src/core/CL/CLValidate.h" +#include "src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwElementwiseBinary.h" + +namespace arm_compute +{ +namespace experimental +{ +namespace dynamic_fusion +{ +namespace +{ +std::set<ElementwiseBinaryCommonAttributes::ElementwiseOp> supported_ops{ + ElementwiseBinaryCommonAttributes::ElementwiseOp::Add, ElementwiseBinaryCommonAttributes::ElementwiseOp::Sub, + ElementwiseBinaryCommonAttributes::ElementwiseOp::Mul}; +} + +Status ClComponentElementwiseBinary::validate(const ArgumentPack<ITensorInfo> &tensors, + const ElementwiseBinaryCommonAttributes &attributes) +{ + const auto lhs = tensors.get_const_tensor(TensorType::ACL_SRC_0); + const auto rhs = tensors.get_const_tensor(TensorType::ACL_SRC_1); + const auto dst = tensors.get_const_tensor(TensorType::ACL_DST_0); + + // Check operator type + ARM_COMPUTE_RETURN_ERROR_ON_MSG(supported_ops.find(attributes.operation()) == supported_ops.end(), + "Provided Elementwise operation not supported."); + + // Check validity + ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(lhs, rhs, dst); + + //Check data type for different elementwise operators + ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(lhs, 1, DataType::F32, DataType::F16, DataType::S32, + DataType::S16, DataType::U8); + + // dst shape is correct + const TensorShape out_shape = TensorShape::broadcast_shape(lhs->tensor_shape(), rhs->tensor_shape()); + ARM_COMPUTE_RETURN_ERROR_ON_MSG(out_shape.total_size() == 0, "Inputs are not broadcast compatible"); + ARM_COMPUTE_RETURN_ERROR_ON_MSG(detail::have_different_dimensions(out_shape, dst->tensor_shape(), 0), + "Wrong shape for dst."); + + const auto &lhs_shape = lhs->tensor_shape(); + const auto &rhs_shape = rhs->tensor_shape(); + const auto &dst_shape = dst->tensor_shape(); + + ARM_COMPUTE_RETURN_ERROR_ON_MSG(detail::have_different_dimensions(lhs_shape, dst_shape, 0) && + detail::have_different_dimensions(rhs_shape, dst_shape, 0), + "Only LHS or RHS can be broadcasting, not both."); + + // Dimension Y and Z are collapsed together in the current kernel implementation, + // hence they cannot be independently broadcast or non-broadcast. + // See: ClTemplateElementwiseBinary::get_window + ARM_COMPUTE_RETURN_ERROR_ON_MSG((lhs_shape[1] != dst_shape[1] || rhs_shape[1] != dst_shape[1]) != + (lhs_shape[2] != dst_shape[2] || rhs_shape[2] != dst_shape[2]), + "Dimension Y and Z must both be either broadcast or non-broadcast."); + + ARM_COMPUTE_RETURN_ERROR_ON_MSG(detail::have_different_dimensions(lhs_shape, dst_shape, 3), + "LHS broadcast in dimension 3 or higher is not supported."); + + ARM_COMPUTE_RETURN_ERROR_ON_MSG(detail::have_different_dimensions(rhs_shape, dst_shape, 3), + "RHS broadcast in dimension 3 or higher is not supported."); + + // Matching data type + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(lhs, rhs); + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(lhs, dst); + + // Matching data layout + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_LAYOUT(lhs, rhs); + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_LAYOUT(lhs, dst); + + // All tensor infos are initialized + ARM_COMPUTE_RETURN_ERROR_ON(lhs->tensor_shape().total_size() == 0); + ARM_COMPUTE_RETURN_ERROR_ON(rhs->tensor_shape().total_size() == 0); + ARM_COMPUTE_RETURN_ERROR_ON(dst->tensor_shape().total_size() == 0); + + // Device requirements are met + ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(lhs); + + return Status{}; +} + +ClComponentElementwiseBinary::~ClComponentElementwiseBinary() +{ +} +ClComponentElementwiseBinary::ClComponentElementwiseBinary(ComponentId id, + const Properties &properties, + const ArgumentPack<ITensorInfo> &tensors, + const Attributes &attributes) + : IGpuKernelComponent{id, properties, tensors}, + _component_writer{std::make_unique<GpuCkwElementwiseBinary>(id, tensors, attributes)} +{ +} + +const IGpuCkwComponentDriver *ClComponentElementwiseBinary::ckw_component_driver() const +{ + return _component_writer.get(); +} + +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute |