text: /* Copyright 2018 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_C_EAGER_C_API_EXPERIMENTAL_H_
  #define TENSORFLOW_C_EAGER_C_API_EXPERIMENTAL_H_
  
  #include "tensorflow/c/c_api.h"
  #include "tensorflow/c/eager/c_api.h"
  
  #ifdef __cplusplus
  extern "C" {
  #endif
  
  TF_CAPI_EXPORT extern void TFE_OpConsumeInput(TFE_Op* op, TFE_TensorHandle* h,
                                                TF_Status* status);
  
  typedef struct TFE_ProfilerContext TFE_ProfilerContext;
  
  // A profiler which will start profiling when creating the object and will stop
  // when the object is destroyed. It will profile all operations run under the
  // given TFE_Context. Multiple instance of it can be created, but at most one
  // of them will profile for each TFE_Context.
  // Thread-safety: TFE_Profiler is thread-safe.
  typedef struct TFE_Profiler TFE_Profiler;
  
  TF_CAPI_EXPORT extern TFE_Profiler* TFE_NewProfiler(TFE_ProfilerContext* ctx);
  TF_CAPI_EXPORT extern bool TFE_ProfilerIsOk(TFE_Profiler* profiler);
  TF_CAPI_EXPORT extern void TFE_DeleteProfiler(TFE_Profiler* profiler);
  
  // The output string is a binary string of tensorflow.tpu.Trace. User can write
  // the string to file for offline analysis by tensorboard.
  TF_CAPI_EXPORT extern void TFE_ProfilerSerializeToString(TFE_Profiler* profiler,
                                                           TF_Buffer* buf,
                                                           TF_Status* status);
  
  // Return a new profiler context object.
  TF_CAPI_EXPORT extern TFE_ProfilerContext* TFE_NewProfilerContext(void);
  
  // Set the eager context in TFE_ProfilerServerOptions
  TF_CAPI_EXPORT extern void TFE_ProfilerContextSetEagerContext(
      TFE_ProfilerContext* profiler_context, TFE_Context* eager_context);
  
  // Destroy a profiler context object.
  TF_CAPI_EXPORT extern void TFE_DeleteProfilerContext(
      TFE_ProfilerContext* profiler_context);
  
  // Start a profiler grpc server which listens to specified port. It will start
  // the server on its own thread. It can be shutdown by terminating tensorflow.
  // It can be used in both Eager mode and graph mode. Creating multiple profiler
  // server is allowed. The service defined in
  // tensorflow/contrib/tpu/profiler/tpu_profiler.proto. Please use
  // tensorflow/contrib/tpu/profiler/capture_tpu_profile to capture tracable
  // file following
  // https://cloud.google.com/tpu/docs/cloud-tpu-tools#capture_trace.
  TF_CAPI_EXPORT extern void TFE_StartProfilerServer(TFE_ProfilerContext* context,
                                                     int port);
  
  // Enables only graph collection in RunMetadata on the functions executed from
  // this context.
  TF_CAPI_EXPORT extern void TFE_ContextEnableGraphCollection(TFE_Context* ctx);
  
  // Disables only graph collection in RunMetadata on the functions executed from
  // this context.
  TF_CAPI_EXPORT extern void TFE_ContextDisableGraphCollection(TFE_Context* ctx);
  
  // Send a grpc request to profiler server (service_addr) to perform on-demand
  // profiling and save the result into logdir which can be visualized by
  // TensorBoard. worker_list is the list of worker TPUs separated by ','. Set
  // include_dataset_opts to false to profile longer traces. It will block the
  // caller thread until receives tracing result.
  // This API is designed for TensorBoard, for end user, please use
  // tensorflow/contrib/tpu/profiler/capture_tpu_profile instead following
  // https://cloud.google.com/tpu/docs/cloud-tpu-tools#capture_trace.
  TF_CAPI_EXPORT extern bool TFE_ProfilerClientStartTracing(
      const char* service_addr, const char* logdir, const char* worker_list,
      bool include_dataset_ops, int duration_ms, int num_tracing_attempts,
      TF_Status* status);
  
  // Send a grpc request to profiler server (service_addr) to perform on-demand
  // monitoring and return the result in a string. It will block the
  // caller thread until receiving the monitoring result.
  // This API is designed for TensorBoard, for end user, please use
  // tensorflow/contrib/tpu/profiler/capture_tpu_profile instead following
  // https://cloud.google.com/tpu/docs/cloud-tpu-tools#capture_trace.
  TF_CAPI_EXPORT extern void TFE_ProfilerClientMonitor(
      const char* service_addr, int duration_ms, int monitoring_level,
      bool display_timestamp, TF_Buffer* result, TF_Status* status);
  
  // TODO(fishx): Move these monitoring APIs into a separate file.
  // -----------------------------------------------------------------------------
  // Monitoring Counter APIs.
  // These APIs de-templated monitoring Counter for swig.
  
  typedef struct TFE_MonitoringCounterCell TFE_MonitoringCounterCell;
  
  // Atomically increments the value of the cell. The value must be non-negative.
  TF_CAPI_EXPORT extern void TFE_MonitoringCounterCellIncrementBy(
      TFE_MonitoringCounterCell* cell, int64_t value);
  
  // Retrieves the current value of the cell.
  TF_CAPI_EXPORT extern int64_t TFE_MonitoringCounterCellValue(
      TFE_MonitoringCounterCell* cell);
  
  // APIs for Counter without label.
  typedef struct TFE_MonitoringCounter0 TFE_MonitoringCounter0;
  // Returns a new Counter metric object. The caller should manage lifetime of
  // the object. Using duplicate metric name will crash the program with fatal
  // error.
  TF_CAPI_EXPORT extern TFE_MonitoringCounter0* TFE_MonitoringNewCounter0(
      const char* name, TF_Status* status, const char* description);
  // Deletes the Counter object.
  TF_CAPI_EXPORT extern void TFE_MonitoringDeleteCounter0(
      TFE_MonitoringCounter0* counter);
  // Retrieves the cell from the Counter object. The Counter object will manage
  // lifetime of the cell.
  TF_CAPI_EXPORT extern TFE_MonitoringCounterCell* TFE_MonitoringGetCellCounter0(
      TFE_MonitoringCounter0* counter);
  
  // APIs for Counter with 1 label.
  typedef struct TFE_MonitoringCounter1 TFE_MonitoringCounter1;
  TF_CAPI_EXPORT extern TFE_MonitoringCounter1* TFE_MonitoringNewCounter1(
      const char* name, TF_Status* status, const char* description,
      const char* label1);
  TF_CAPI_EXPORT extern void TFE_MonitoringDeleteCounter1(
      TFE_MonitoringCounter1* counter);
  TF_CAPI_EXPORT extern TFE_MonitoringCounterCell* TFE_MonitoringGetCellCounter1(
      TFE_MonitoringCounter1* counter, const char* label1);
  
  // APIs for Counter with 2 labels.
  typedef struct TFE_MonitoringCounter2 TFE_MonitoringCounter2;
  TF_CAPI_EXPORT extern TFE_MonitoringCounter2* TFE_MonitoringNewCounter2(
      const char* name, TF_Status* status, const char* description,
      const char* label1, const char* label2);
  TF_CAPI_EXPORT extern void TFE_MonitoringDeleteCounter2(
      TFE_MonitoringCounter2* counter);
  TF_CAPI_EXPORT extern TFE_MonitoringCounterCell* TFE_MonitoringGetCellCounter2(
      TFE_MonitoringCounter2* counter, const char* label1, const char* label2);
  
  // -----------------------------------------------------------------------------
  // Monitoring Gauge APIs.
  // These APIs de-templated monitoring Gauge for swig.
  
  typedef struct TFE_MonitoringIntGaugeCell TFE_MonitoringIntGaugeCell;
  
  // Atomically set the value of the cell.
  TF_CAPI_EXPORT extern void TFE_MonitoringIntGaugeCellSet(
      TFE_MonitoringIntGaugeCell* cell, int64_t value);
  
  // Retrieves the current value of the cell.
  TF_CAPI_EXPORT extern int64_t TFE_MonitoringIntGaugeCellValue(
      TFE_MonitoringIntGaugeCell* cell);
  
  // APIs for Int Gauge without label.
  typedef struct TFE_MonitoringIntGauge0 TFE_MonitoringIntGauge0;
  TF_CAPI_EXPORT extern TFE_MonitoringIntGauge0* TFE_MonitoringNewIntGauge0(
      const char* name, TF_Status* out_status, const char* description);
  TF_CAPI_EXPORT extern void TFE_MonitoringDeleteIntGauge0(
      TFE_MonitoringIntGauge0* gauge);
  TF_CAPI_EXPORT extern TFE_MonitoringIntGaugeCell*
  TFE_MonitoringGetCellIntGauge0(TFE_MonitoringIntGauge0* gauge);
  
  // APIs for Int Gauge with 1 label.
  typedef struct TFE_MonitoringIntGauge1 TFE_MonitoringIntGauge1;
  TF_CAPI_EXPORT extern TFE_MonitoringIntGauge1* TFE_MonitoringNewIntGauge1(
      const char* name, TF_Status* out_status, const char* description,
      const char* label1);
  TF_CAPI_EXPORT extern void TFE_MonitoringDeleteIntGauge1(
      TFE_MonitoringIntGauge1* gauge);
  TF_CAPI_EXPORT extern TFE_MonitoringIntGaugeCell*
  TFE_MonitoringGetCellIntGauge1(TFE_MonitoringIntGauge1* gauge,
                                 const char* label1);
  
  // APIs for Int Gauge with 2 label.
  typedef struct TFE_MonitoringIntGauge2 TFE_MonitoringIntGauge2;
  TF_CAPI_EXPORT extern TFE_MonitoringIntGauge2* TFE_MonitoringNewIntGauge2(
      const char* name, TF_Status* out_status, const char* description,
      const char* label1, const char* label2);
  TF_CAPI_EXPORT extern void TFE_MonitoringDeleteIntGauge2(
      TFE_MonitoringIntGauge2* gauge);
  TF_CAPI_EXPORT extern TFE_MonitoringIntGaugeCell*
  TFE_MonitoringGetCellIntGauge2(TFE_MonitoringIntGauge2* gauge,
                                 const char* label1, const char* label2);
  
  typedef struct TFE_MonitoringStringGaugeCell TFE_MonitoringStringGaugeCell;
  TF_CAPI_EXPORT extern void TFE_MonitoringStringGaugeCellSet(
      TFE_MonitoringStringGaugeCell* cell, const char* value);
  // Retrieves the string value and saves it in buffer.
  TF_CAPI_EXPORT extern const void TFE_MonitoringStringGaugeCellValue(
      TFE_MonitoringStringGaugeCell* cell, TF_Buffer* buf);
  
  // APIs for String Gauge without label.
  typedef struct TFE_MonitoringStringGauge0 TFE_MonitoringStringGauge0;
  TF_CAPI_EXPORT extern TFE_MonitoringStringGauge0* TFE_MonitoringNewStringGauge0(
      const char* name, TF_Status* out_status, const char* description);
  TF_CAPI_EXPORT extern void TFE_MonitoringDeleteStringGauge0(
      TFE_MonitoringStringGauge0* gauge);
  TF_CAPI_EXPORT extern TFE_MonitoringStringGaugeCell*
  TFE_MonitoringGetCellStringGauge0(TFE_MonitoringStringGauge0* gauge);
  
  // APIs for String Gauge with 1 label.
  typedef struct TFE_MonitoringStringGauge1 TFE_MonitoringStringGauge1;
  TF_CAPI_EXPORT extern TFE_MonitoringStringGauge1* TFE_MonitoringNewStringGauge1(
      const char* name, TF_Status* out_status, const char* description,
      const char* label1);
  TF_CAPI_EXPORT extern void TFE_MonitoringDeleteStringGauge1(
      TFE_MonitoringStringGauge1* gauge);
  TF_CAPI_EXPORT extern TFE_MonitoringStringGaugeCell*
  TFE_MonitoringGetCellStringGauge1(TFE_MonitoringStringGauge1* gauge,
                                    const char* label1);
  
  // APIs for String Gauge with 2 label.
  typedef struct TFE_MonitoringStringGauge2 TFE_MonitoringStringGauge2;
  TF_CAPI_EXPORT extern TFE_MonitoringStringGauge2* TFE_MonitoringNewStringGauge2(
      const char* name, TF_Status* out_status, const char* description,
      const char* label1, const char* label2);
  TF_CAPI_EXPORT extern void TFE_MonitoringDeleteStringGauge2(
      TFE_MonitoringStringGauge2* gauge);
  TF_CAPI_EXPORT extern TFE_MonitoringStringGaugeCell*
  TFE_MonitoringGetCellStringGauge2(TFE_MonitoringStringGauge2* gauge,
                                    const char* label1, const char* label2);
  
  typedef struct TFE_MonitoringBoolGaugeCell TFE_MonitoringBoolGaugeCell;
  TF_CAPI_EXPORT extern void TFE_MonitoringBoolGaugeCellSet(
      TFE_MonitoringBoolGaugeCell* cell, bool value);
  TF_CAPI_EXPORT extern bool TFE_MonitoringBoolGaugeCellValue(
      TFE_MonitoringBoolGaugeCell* cell);
  
  // APIs for Bool Gauge without label.
  typedef struct TFE_MonitoringBoolGauge0 TFE_MonitoringBoolGauge0;
  TF_CAPI_EXPORT extern TFE_MonitoringBoolGauge0* TFE_MonitoringNewBoolGauge0(
      const char* name, TF_Status* out_status, const char* description);
  TF_CAPI_EXPORT extern void TFE_MonitoringDeleteBoolGauge0(
      TFE_MonitoringBoolGauge0* gauge);
  TF_CAPI_EXPORT extern TFE_MonitoringBoolGaugeCell*
  TFE_MonitoringGetCellBoolGauge0(TFE_MonitoringBoolGauge0* gauge);
  
  // APIs for Bool Gauge with 1 label.
  typedef struct TFE_MonitoringBoolGauge1 TFE_MonitoringBoolGauge1;
  TF_CAPI_EXPORT extern TFE_MonitoringBoolGauge1* TFE_MonitoringNewBoolGauge1(
      const char* name, TF_Status* out_status, const char* description,
      const char* label1);
  TF_CAPI_EXPORT extern void TFE_MonitoringDeleteBoolGauge1(
      TFE_MonitoringBoolGauge1* gauge);
  TF_CAPI_EXPORT extern TFE_MonitoringBoolGaugeCell*
  TFE_MonitoringGetCellBoolGauge1(TFE_MonitoringBoolGauge1* gauge,
                                  const char* label1);
  
  // APIs for Bool Gauge with 2 label.
  typedef struct TFE_MonitoringBoolGauge2 TFE_MonitoringBoolGauge2;
  TF_CAPI_EXPORT extern TFE_MonitoringBoolGauge2* TFE_MonitoringNewBoolGauge2(
      const char* name, TF_Status* out_status, const char* description,
      const char* label1, const char* label2);
  TF_CAPI_EXPORT extern void TFE_MonitoringDeleteBoolGauge2(
      TFE_MonitoringBoolGauge2* gauge);
  TF_CAPI_EXPORT extern TFE_MonitoringBoolGaugeCell*
  TFE_MonitoringGetCellBoolGauge2(TFE_MonitoringBoolGauge2* gauge,
                                  const char* label1, const char* label2);
  
  // -----------------------------------------------------------------------------
  // Monitoring Sampler APIs.
  // These APIs de-templated monitoring Sampler for swig.
  
  typedef struct TFE_MonitoringSamplerCell TFE_MonitoringSamplerCell;
  
  // Atomically add the value of the cell.
  TF_CAPI_EXPORT extern void TFE_MonitoringSamplerCellAdd(
      TFE_MonitoringSamplerCell* cell, double value);
  
  // Retrieves the current value of the cell. The return value is a HistogramProto
  // saved in buffer.
  TF_CAPI_EXPORT extern void TFE_MonitoringSamplerCellValue(
      TFE_MonitoringSamplerCell* cell, TF_Buffer* buf);
  
  // APIs for sampler buckets
  typedef struct TFE_MonitoringBuckets TFE_MonitoringBuckets;
  TF_CAPI_EXPORT extern TFE_MonitoringBuckets*
  TFE_MonitoringNewExponentialBuckets(double scale, double growth_factor,
                                      int bucket_count);
  TF_CAPI_EXPORT extern void TFE_MonitoringDeleteBuckets(
      TFE_MonitoringBuckets* buckets);
  
  // APIs for Sampler without label.
  typedef struct TFE_MonitoringSampler0 TFE_MonitoringSampler0;
  TF_CAPI_EXPORT extern TFE_MonitoringSampler0* TFE_MonitoringNewSampler0(
      const char* name, TFE_MonitoringBuckets* buckets, TF_Status* out_status,
      const char* description);
  TF_CAPI_EXPORT extern void TFE_MonitoringDeleteSampler0(
      TFE_MonitoringSampler0* sampler);
  TF_CAPI_EXPORT extern TFE_MonitoringSamplerCell* TFE_MonitoringGetCellSampler0(
      TFE_MonitoringSampler0* sampler);
  
  // APIs for Sampler with 1 label.
  typedef struct TFE_MonitoringSampler1 TFE_MonitoringSampler1;
  TF_CAPI_EXPORT extern TFE_MonitoringSampler1* TFE_MonitoringNewSampler1(
      const char* name, TFE_MonitoringBuckets* buckets, TF_Status* out_status,
      const char* description, const char* label1);
  TF_CAPI_EXPORT extern void TFE_MonitoringDeleteSampler1(
      TFE_MonitoringSampler1* sampler);
  TF_CAPI_EXPORT extern TFE_MonitoringSamplerCell* TFE_MonitoringGetCellSampler1(
      TFE_MonitoringSampler1* sampler, const char* label1);
  
  // APIs for Sampler with 2 label.
  typedef struct TFE_MonitoringSampler2 TFE_MonitoringSampler2;
  TF_CAPI_EXPORT extern TFE_MonitoringSampler2* TFE_MonitoringNewSampler2(
      const char* name, TFE_MonitoringBuckets* buckets, TF_Status* out_status,
      const char* description, const char* label1, const char* label2);
  TF_CAPI_EXPORT extern void TFE_MonitoringDeleteSampler2(
      TFE_MonitoringSampler2* sampler);
  TF_CAPI_EXPORT extern TFE_MonitoringSamplerCell* TFE_MonitoringGetCellSampler2(
      TFE_MonitoringSampler2* sampler, const char* label1, const char* label2);
  
  // LINT.IfChange
  // Note: Keep in sync with internal copy of enum in eager/context.h.
  typedef enum TFE_ContextMirroringPolicy {
    // Do not maintain mirrors in a TensorHandle, instead make new TensorHandle
    // copies with their own lifetime.
    TFE_MIRRORING_NONE = 0,
    // Mirroring any remote tensor handles, associating them with the lifetime of
    // the local TensorHandle.
    TFE_MIRRORING_ALL = 1,
  } TFE_ContextMirroringPolicy;
  // LINT.ThenChange(//tensorflow/core/common_runtime/eager/context.h)
  
  TF_CAPI_EXPORT extern void TFE_ContextOptionsSetMirroringPolicy(
      TFE_ContextOptions*, TFE_ContextMirroringPolicy);
  
  // Sets a thread-local mirroring policy. After this call, other calls to
  // TFE_Execute in the same thread will use the mirroring policy specified here
  // instead of the mirroring policy used to construct the context. This has no
  // effect on the mirroring policy used by other program threads.
  TF_CAPI_EXPORT extern void TFE_ContextSetThreadLocalMirroringPolicy(
      TFE_Context*, TFE_ContextMirroringPolicy);
  
  // Returns the mirroring policy to be used by this context in the current
  // thread.
  TF_CAPI_EXPORT extern TFE_ContextMirroringPolicy TFE_ContextGetMirroringPolicy(
      TFE_Context*);
  
  // -----------------------------------------------------------------------------
  // Cancellation APIs.
  
  typedef struct TFE_CancellationManager TFE_CancellationManager;
  TF_CAPI_EXPORT extern TFE_CancellationManager* TFE_NewCancellationManager();
  TF_CAPI_EXPORT extern bool TFE_CancellationManagerIsCancelled(
      TFE_CancellationManager*);
  TF_CAPI_EXPORT extern void TFE_CancellationManagerStartCancel(
      TFE_CancellationManager*);
  TF_CAPI_EXPORT extern void TFE_DeleteCancellationManager(
      TFE_CancellationManager*);
  
  // Associates the given `cancellation_manager` with `op`, so that invoking
  // `TFE_CancellationManagerStartCancel(cancellation_manager)` will cancel the
  // execution of `op`.
  typedef struct TFE_CancellationManager TFE_CancellationManager;
  TF_CAPI_EXPORT extern void TFE_OpSetCancellationManager(
      TFE_Op* op, TFE_CancellationManager* cancellation_manager,
      TF_Status* status);
  
  #ifdef __cplusplus
  } /* end extern "C" */
  #endif
  
  #endif  // TENSORFLOW_C_EAGER_C_API_EXPERIMENTAL_H_
  