Add TpuCompileOpImpl to core/tpu/kernels.

PiperOrigin-RevId: 321069369
Change-Id: Ic276b3e5a8b9dd8c8708a0ba4a2142bd76a2a9e4
This commit is contained in:
Henry Tan 2020-07-13 17:44:16 -07:00 committed by TensorFlower Gardener
parent 1e1bcbbf80
commit 8b52123ca3
3 changed files with 131 additions and 0 deletions

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@ -508,3 +508,29 @@ cc_library(
"//tensorflow/stream_executor/tpu:tpu_executor_c_api_hdrs",
],
)
cc_library(
name = "tpu_compile_op_impl",
srcs = ["tpu_compile_op_impl.cc"],
hdrs = ["tpu_compile_op_impl.h"],
deps = [
"//tensorflow/compiler/jit:shape_inference",
"//tensorflow/compiler/tf2xla:xla_compiler",
"//tensorflow/compiler/xla:status",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core/tpu/kernels:tpu_compilation_cache_key",
"//tensorflow/core/tpu/kernels:tpu_compile_c_api_hdrs",
"//tensorflow/core/tpu/kernels:tpu_compile_op_common",
"//tensorflow/core/tpu/kernels:tpu_compile_op_support",
"//tensorflow/core/tpu/kernels:tpu_compile_proto_cc",
"//tensorflow/core/tpu/kernels:tpu_mesh_state_c_api_hdrs",
"//tensorflow/core/tpu/kernels:tpu_program_group",
"//tensorflow/core/tpu/kernels:tpu_program_group_interface",
"//tensorflow/core/tpu/kernels:tpu_util",
"//tensorflow/stream_executor/tpu:tpu_executor",
"//tensorflow/stream_executor/tpu:tpu_executor_c_api_hdrs",
"@com_google_absl//absl/types:variant",
],
alwayslink = 1,
)

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@ -0,0 +1,39 @@
/* Copyright 2020 The TensorFlow Authors. All Rights Reserved.
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.
==============================================================================*/
#include "tensorflow/core/tpu/kernels/tpu_compile_op_impl.h"
#include "tensorflow/compiler/xla/status.h"
#include "tensorflow/core/tpu/kernels/tpu_compile.pb.h"
#include "tensorflow/core/tpu/kernels/tpu_compile_op_support.h"
#include "tensorflow/core/tpu/kernels/tpu_mesh_state_c_api.h"
#include "tensorflow/core/tpu/kernels/tpu_program_group.h"
#include "tensorflow/core/tpu/kernels/tpu_program_group_interface.h"
namespace tensorflow {
namespace tpu {
Status TpuCompileOpKernelImpl::Compile(
const std::variant<MlirToHloArgs, FunctionToHloArgs>& computation,
const XLA_TpuMeshState* mesh_state,
const std::vector<TensorShape>& arg_shapes,
TpuProgramGroupInterface* tpu_program_group) {
TF_ASSIGN_OR_RETURN(
TpuCompilationRequestProto compilation_request,
CreateTpuCompilationRequest(computation, metadata_, arg_shapes));
return TpuProgramGroup::CompileAndBuild(compilation_request, mesh_state,
tpu_program_group);
}
} // namespace tpu
} // namespace tensorflow

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@ -0,0 +1,66 @@
/* Copyright 2020 The TensorFlow Authors. All Rights Reserved.
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 TENSORFLOW_CORE_TPU_KERNELS_TPU_COMPILE_OP_IMPL_H_
#define TENSORFLOW_CORE_TPU_KERNELS_TPU_COMPILE_OP_IMPL_H_
#include <string>
#include <vector>
#include "absl/types/variant.h"
#include "tensorflow/compiler/jit/shape_inference.h"
#include "tensorflow/core/framework/function.h"
#include "tensorflow/core/tpu/kernels/tpu_compilation_cache_key.h"
#include "tensorflow/core/tpu/kernels/tpu_compile_op_common.h"
#include "tensorflow/core/tpu/kernels/tpu_mesh_state_c_api.h"
#include "tensorflow/core/tpu/kernels/tpu_program_group_interface.h"
namespace tensorflow {
namespace tpu {
// Base class for TpuCompileOp and TpuCompileMlirOp.
// Depends on whether it is given a computation in the form of serialized MLIR
// module or a Tensorflow function, TpuCompileOpKernelImpl converts computation
// into XLA HLO and then into a TPU execuable binary.
class TpuCompileOpKernelImpl : public TpuCompileOpKernelCommon {
public:
TpuCompileOpKernelImpl(const std::string& mlir_module,
const tpu::TPUCompileMetadataProto& metadata,
int num_computations, bool return_hlo_protos,
bool unload_cache_on_session_close)
: TpuCompileOpKernelCommon(mlir_module, metadata, num_computations,
return_hlo_protos,
unload_cache_on_session_close) {}
TpuCompileOpKernelImpl(const NameAttrList& function,
const tpu::TPUCompileMetadataProto& metadata,
int num_computations, bool return_hlo_protos,
bool unload_cache_on_session_close)
: TpuCompileOpKernelCommon(
function, metadata, num_computations, return_hlo_protos,
unload_cache_on_session_close, /*persistent_cache=*/nullptr) {}
private:
FRIEND_TEST(TpuCompileOpImplTest, Compile);
Status Compile(
const absl::variant<MlirToHloArgs, FunctionToHloArgs>& computation,
const XLA_TpuMeshState* mesh_state,
const std::vector<TensorShape>& arg_shapes,
TpuProgramGroupInterface* tpu_program_group) override;
};
} // namespace tpu
} // namespace tensorflow
#endif // TENSORFLOW_CORE_TPU_KERNELS_TPU_COMPILE_OP_IMPL_H_