Add Go wrapper around Eager C API's Context.

This is part of a series of changes to provide a thin Go wrapper around the Eager C API.

PiperOrigin-RevId: 225851549
This commit is contained in:
James Keeling 2018-12-17 10:43:38 -08:00 committed by TensorFlower Gardener
parent d914628367
commit f2a08fbecd
3 changed files with 167 additions and 0 deletions

View File

@ -17,6 +17,7 @@ sh_test(
":all_files", # Go sources
"//tensorflow:libtensorflow.so", # C library
"//tensorflow/c:headers", # C library header
"//tensorflow/c/eager:headers", # Eager C library header
"//tensorflow/cc/saved_model:saved_model_half_plus_two", # Testdata for LoadSavedModel
],
)

109
tensorflow/go/context.go Normal file
View File

@ -0,0 +1,109 @@
/*
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.
*/
package tensorflow
// #include <stdlib.h>
// #include "tensorflow/c/c_api.h"
// #include "tensorflow/c/eager/c_api.h"
import "C"
import (
"fmt"
"runtime"
)
// ContextOptions contains configuration information for a session
type ContextOptions struct {
// Config is a binary-serialized representation of the
// tensorflow.ConfigProto protocol message
// (https://www.tensorflow.org/code/tensorflow/core/protobuf/config.proto).
Config []byte
// Sets the default execution mode
Async bool
}
// c converts the ContextOptions to the C API's TF_ContextOptions.
// Caller takes ownership of returned object.
func (o *ContextOptions) c() (*C.TFE_ContextOptions, error) {
opt := C.TFE_NewContextOptions()
if o == nil {
return opt, nil
}
if sz := len(o.Config); sz > 0 {
status := newStatus()
cConfig := C.CBytes(o.Config)
C.TFE_ContextOptionsSetConfig(opt, cConfig, C.size_t(sz), status.c)
C.free(cConfig)
if err := status.Err(); err != nil {
C.TFE_DeleteContextOptions(opt)
return nil, fmt.Errorf("invalid ContextOptions.Config: %v", err)
}
}
var async uint8
if o.Async {
async = 1
}
C.TFE_ContextOptionsSetAsync(opt, C.uchar(async))
return opt, nil
}
// Context for executing operations eagerly.
//
// A Context allows operations to be executed immediately. It encapsulates
// information such as the available devices, resource manager etc. It also
// allows the user to configure execution using a ConfigProto, as they can
// configure a Session when executing a Graph.
type Context struct {
c *C.TFE_Context
}
// NewContext creates a new context for eager execution.
// options may be nil to use the default options.
func NewContext(options *ContextOptions) (*Context, error) {
status := newStatus()
cOpt, err := options.c()
if err != nil {
return nil, err
}
defer C.TFE_DeleteContextOptions(cOpt)
cContext := C.TFE_NewContext(cOpt, status.c)
if err := status.Err(); err != nil {
return nil, err
}
c := &Context{c: cContext}
runtime.SetFinalizer(c, (*Context).finalizer)
return c, nil
}
func (c *Context) finalizer() {
C.TFE_DeleteContext(c.c)
}
// ListDevices returns the list of devices associated with a Context.
func (c *Context) ListDevices() ([]Device, error) {
status := newStatus()
devicesList := C.TFE_ContextListDevices(c.c, status.c)
if err := status.Err(); err != nil {
return nil, fmt.Errorf("SessionListDevices() failed: %v", err)
}
defer C.TF_DeleteDeviceList(devicesList)
return deviceSliceFromDeviceList(devicesList)
}

View File

@ -0,0 +1,57 @@
/*
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.
*/
package tensorflow
import (
"fmt"
"testing"
)
func TestContextConfigSetAsync(t *testing.T) {
tests := []bool{false, true}
for _, test := range tests {
t.Run(fmt.Sprint(test), func(t *testing.T) {
opt := &ContextOptions{Async: test}
if _, err := NewContext(opt); err != nil {
t.Fatal(err)
}
})
}
}
func TestContextConfigListDevices(t *testing.T) {
c, err := NewContext(nil)
if err != nil {
t.Fatal(err)
}
devs, err := c.ListDevices()
if err != nil {
t.Fatal(err)
}
if len(devs) < 1 {
t.Fatalf("No devices found using ListDevices()")
}
foundCPUDevice := false
for _, d := range devs {
if d.Type == "CPU" {
foundCPUDevice = true
}
}
if !foundCPUDevice {
t.Error("Failed to find CPU device using ListDevices()")
}
}