diff options
Diffstat (limited to 'src/dynamic_fusion/sketch/gpu/components/cl/ClComponentMatMul.cpp')
| -rw-r--r-- | src/dynamic_fusion/sketch/gpu/components/cl/ClComponentMatMul.cpp | 148 |
1 files changed, 148 insertions, 0 deletions
diff --git a/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentMatMul.cpp b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentMatMul.cpp new file mode 100644 index 0000000000..53ac8da41f --- /dev/null +++ b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentMatMul.cpp @@ -0,0 +1,148 @@ +/* + * Copyright (c) 2023-2024 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 "src/dynamic_fusion/sketch/gpu/components/cl/ClComponentMatMul.h" + +#include "arm_compute/core/utils/misc/ShapeCalculator.h" +#include "arm_compute/core/Validate.h" +#include "arm_compute/dynamic_fusion/sketch/attributes/MatMulAttributes.h" + +#include "src/core/CL/CLValidate.h" +#include "src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwMatMul.h" +#include "src/gpu/cl/kernels/helpers/MatMulKernelHelpers.h" + +namespace arm_compute +{ +namespace experimental +{ +namespace dynamic_fusion +{ +namespace +{ +using Attributes = MatMulAttributes; +using Settings = GpuMatMulSettings; + +Status validate_matmul_kernel_info(Attributes attributes, Settings settings) +{ + const bool adj_lhs = attributes.adj_lhs(); + const bool adj_rhs = attributes.adj_rhs(); + const int m0 = settings.m0(); + const int n0 = settings.n0(); + const int k0 = settings.k0(); + + // Validate M0 + ARM_COMPUTE_RETURN_ERROR_ON_MSG(m0 < 1, "Only positive integers are supported for M0"); + + if (adj_lhs) + { + ARM_COMPUTE_RETURN_ERROR_ON_MSG(((m0 & (m0 - 1)) && (m0 != 3)) || (m0 > 16), + "Only 1,2,3,4,8,16 are supported for M0 for Lhs transposed"); + } + + // Validate N0 + ARM_COMPUTE_RETURN_ERROR_ON_MSG(n0 < 1, "Only positive integers are supported for N0"); + ARM_COMPUTE_RETURN_ERROR_ON_MSG(((n0 & (n0 - 1)) && (n0 != 3)) || (n0 > 16), + "Only 1,2,3,4,8,16 are supported for N0"); + + // Validate K0 + ARM_COMPUTE_RETURN_ERROR_ON_MSG(k0 < 1, "Only positive integers are supported for K0"); + if (!adj_lhs || adj_rhs) + { + ARM_COMPUTE_RETURN_ERROR_ON_MSG(((k0 & (k0 - 1)) && (k0 != 3)) || (k0 > 16), + "Only 1,2,3,4,8,16 are supported for K0"); + } + + return Status{}; +} + +} // namespace + +Status ClComponentMatMul::validate(const Properties &properties, + const ArgumentPack<ITensorInfo> &tensors, + const Attributes &attributes, + const Settings &settings) +{ + ARM_COMPUTE_UNUSED(properties); + ARM_COMPUTE_UNUSED(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); + + // Currently, the only supported case is when adj_lhs = false and adj_rhs = true + ARM_COMPUTE_RETURN_ERROR_ON((attributes.adj_lhs() != false) && (attributes.adj_rhs() != true)); + + // Check if Matching data type + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(lhs, rhs); + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(lhs, dst); + + // Data type + ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(lhs, 1, DataType::F16, DataType::F32); + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(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); + + // Check if block sizes are supported + MatMulKernelInfo matmul_kernel_info = + MatMulKernelInfo(attributes.adj_lhs(), attributes.adj_rhs(), settings.m0(), settings.n0(), settings.k0()); + ARM_COMPUTE_RETURN_ON_ERROR(validate_matmul_kernel_info(attributes, settings)); + ARM_COMPUTE_RETURN_ON_ERROR( + opencl::kernels::validate_matmul_input_shapes(lhs->tensor_shape(), rhs->tensor_shape(), matmul_kernel_info)); + + // Check if dst shape is correct + const auto expected_dst_shape = + misc::shape_calculator::compute_matmul_shape(lhs->tensor_shape(), rhs->tensor_shape(), matmul_kernel_info); + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DIMENSIONS(dst->tensor_shape(), expected_dst_shape); + + return Status{}; +} + +ClComponentMatMul::ClComponentMatMul(ComponentId id, + const Properties &properties, + const ArgumentPack<ITensorInfo> &tensors, + const Attributes &attributes, + const Settings &settings) + : IGpuKernelComponent{id, properties, tensors}, + _component_writer{std::make_unique<GpuCkwMatMul>(id, tensors, attributes, settings)} +{ +} + +ClComponentMatMul::~ClComponentMatMul() +{ +} + +const IGpuCkwComponentDriver *ClComponentMatMul::ckw_component_driver() const +{ + return _component_writer.get(); +} + +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute |