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convolution.h
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convolution.h
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// Copyright 2023 The OpenXLA Authors.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#ifndef XLA_SERVICE_CPU_RUNTIME_CONVOLUTION_H_
#define XLA_SERVICE_CPU_RUNTIME_CONVOLUTION_H_
#include <cstdint>
#include "absl/types/span.h"
#include "xla/executable_run_options.h"
#include "xla/runtime/memref_view.h"
namespace xla {
namespace cpu {
struct XlaConvolution {
absl::Status operator()(
const ExecutableRunOptions* run_options, xla::runtime::MemrefView input,
xla::runtime::MemrefView kernel, xla::runtime::MemrefView output,
int64_t inputBatchDimension,
absl::Span<const int64_t> inputSpatialDimensions,
int64_t inputFeatureDimension,
absl::Span<const int64_t> kernelSpatialDimensions,
int64_t kernelInputFeatureDimension, int64_t kernelOutputFeatureDimension,
absl::Span<const int64_t> outputSpatialDimensions,
absl::Span<const int64_t> window_strides,
absl::Span<const int64_t> padding, absl::Span<const int64_t> lhs_dilation,
absl::Span<const int64_t> rhs_dilation,
int64_t feature_group_count) const;
static XlaConvolution Handler() { return XlaConvolution(); }
};
} // namespace cpu
} // namespace xla
#endif // XLA_SERVICE_CPU_RUNTIME_CONVOLUTION_H_