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debug_util.h
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/*
* Copyright 2020 TensorFlow 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.
*/
#pragma once
#include <iostream>
#include <string>
#include <vector>
#include "absl/types/span.h"
#include "tensorflow/compiler/tf2xla/xla_tensor/tensor.h"
namespace swift_xla {
class DebugUtil {
public:
enum GraphFormat {
kText,
kDot,
kHlo,
};
static GraphFormat GetDefaultGraphFormat();
// Dumps the current Python frame and the IR Graph whose roots are the IR
// values held at the tensors. If indices is not nullptr, it selects the
// indices of the tensors whose graph will be emitted.
static std::string GetTensorsGraphInfo(
absl::Span<const XLATensor> tensors, const std::vector<size_t>* indices,
GraphFormat format = GetDefaultGraphFormat());
// If the environment variable XLA_SAVE_TENSORS_FILE is set to the proper
// output path, an instance of the report returned by GetTensorsGraphInfo() is
// saved.
static void SaveTensorsGraphInfo(
const char* name, absl::Span<const XLATensor> tensors,
const std::vector<size_t>* indices,
GraphFormat format = GetDefaultGraphFormat());
static bool ExperimentEnabled(const std::string& name);
};
} // namespace swift_xla