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65 lines
2.7 KiB
C++
65 lines
2.7 KiB
C++
// Copyright © Advanced Micro Devices, Inc., or its affiliates.
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// SPDX-License-Identifier: MIT
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#pragma once
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#include <hipdnn_frontend/attributes/MatmulAttributes.hpp>
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#include <hipdnn_frontend/detail/DescriptorHelpers.hpp>
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namespace hipdnn_frontend::detail
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{
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// Builds a matmul operation descriptor from MatmulAttributes.
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// Tensor descriptors are created/deduplicated via ensureAndSetTensorRef.
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inline Error
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createMatmulOperation(const graph::MatmulAttributes& attributes,
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std::unordered_map<int64_t, ScopedHipdnnBackendDescriptor>& tensorDescs,
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std::vector<ScopedHipdnnBackendDescriptor>& operations)
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{
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// Create operation descriptor
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ScopedHipdnnBackendDescriptor opDesc(HIPDNN_BACKEND_OPERATION_MATMUL_DESCRIPTOR);
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if(!opDesc.valid())
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{
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return {ErrorCode::HIPDNN_BACKEND_ERROR, "Failed to create matmul operation descriptor"};
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}
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// Create tensor descriptors (if needed) and set them on the operation
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HIPDNN_CHECK_ERROR(ensureAndSetTensorRef(opDesc.get(),
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HIPDNN_ATTR_OPERATION_MATMUL_ADESC,
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attributes.get_a(),
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tensorDescs,
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"matmul A"));
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HIPDNN_CHECK_ERROR(ensureAndSetTensorRef(opDesc.get(),
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HIPDNN_ATTR_OPERATION_MATMUL_BDESC,
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attributes.get_b(),
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tensorDescs,
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"matmul B"));
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HIPDNN_CHECK_ERROR(ensureAndSetTensorRef(opDesc.get(),
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HIPDNN_ATTR_OPERATION_MATMUL_CDESC,
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attributes.get_c(),
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tensorDescs,
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"matmul C"));
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// Set compute data type
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HIPDNN_CHECK_ERROR(setDescriptorAttrDataType(opDesc.get(),
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HIPDNN_ATTR_MATMUL_COMP_TYPE,
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attributes.compute_data_type,
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"matmul compute data type"));
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// Set operation name if provided
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auto& opName = attributes.get_name();
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if(!opName.empty())
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{
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HIPDNN_CHECK_ERROR(setDescriptorAttrString(
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opDesc.get(), HIPDNN_ATTR_OPERATION_NAME_EXT, opName, "matmul operation name"));
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}
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// Finalize operation descriptor
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HIPDNN_CHECK_ERROR(finalizeDescriptor(opDesc.get(), "matmul operation descriptor"));
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operations.push_back(std::move(opDesc));
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return {};
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}
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} // namespace hipdnn_frontend::detail
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