From b5594e6121e902f8dd2d5127653a1ec5f97daccd Mon Sep 17 00:00:00 2001
From: Mingsheng Hong <hongm@google.com>
Date: Fri, 14 Sep 2018 14:15:05 -0700
Subject: Added TFE_OpSetAttrTensor() to eager C API.

Also added some experimental C APIs for facilitate the use of eager C APIs in
S4TF compiler.

PiperOrigin-RevId: 213041780
---
 tensorflow/c/c_api_experimental.cc | 50 ++++++++++++++++++++++++++++++++++++++
 tensorflow/c/c_api_experimental.h  |  9 +++++++
 tensorflow/c/eager/c_api.cc        |  7 ++++++
 tensorflow/c/eager/c_api.h         |  5 ++++
 4 files changed, 71 insertions(+)

(limited to 'tensorflow/c')

diff --git a/tensorflow/c/c_api_experimental.cc b/tensorflow/c/c_api_experimental.cc
index c195c9e01c..3bcc62cf2d 100644
--- a/tensorflow/c/c_api_experimental.cc
+++ b/tensorflow/c/c_api_experimental.cc
@@ -8705,3 +8705,53 @@ TFE_TensorHandle* TFE_DequeueVariantTensor(TF_Session* session, int tensor_id,
 
   return createTFEDequeue(ctx, TF_VARIANT, queue, status);
 }
+
+static void CheckOk(TF_Status* status) {
+  CHECK_EQ(TF_GetCode(status), TF_OK) << TF_Message(status);
+}
+
+void TFE_TensorHandlePrintDebugString(TFE_TensorHandle* handle) {
+  auto* status = TF_NewStatus();
+  TF_Tensor* t = TFE_TensorHandleResolve(handle, status);
+  CHECK_EQ(TF_OK, TF_GetCode(status)) << TF_Message(status);
+
+  tensorflow::Tensor dst;
+  TF_CHECK_OK(TF_TensorToTensor(t, &dst));
+  LOG(INFO) << dst.DebugString();
+
+  TF_DeleteTensor(t);
+  TF_DeleteStatus(status);
+}
+
+TFE_TensorHandle* TFE_RunConstOp(TFE_Context* ctx) {
+  // Intentionally LOG into INFO below for ease of debugging.
+  VLOG(1) << "TFE_RunConstOp called";
+
+  auto* status = TF_NewStatus();
+  auto* op = TFE_NewOp(ctx, "Const", status);
+  CheckOk(status);
+  TFE_OpSetAttrType(op, "dtype", TF_FLOAT);
+
+  auto* tensor =
+      TF_AllocateTensor(TF_FLOAT, /*shape.data()*/ nullptr, /*shape.size()*/ 0,
+                        TF_DataTypeSize(TF_FLOAT) * 1);
+  auto* ptr = reinterpret_cast<char*>(TF_TensorData(tensor));
+  *reinterpret_cast<float*>(ptr) = 17.0;
+
+  TFE_OpSetAttrTensor(op, "value", tensor, status);
+  CheckOk(status);
+  TF_DeleteTensor(tensor);
+  VLOG(1) << "New op created";
+
+  TFE_TensorHandle* retval;
+  int num_retvals = 1;
+  TFE_Execute(op, &retval, &num_retvals, status);
+  CheckOk(status);
+  CHECK_EQ(num_retvals, 1);
+  VLOG(1) << "Op executed";
+
+  TFE_DeleteOp(op);
+  TF_DeleteStatus(status);
+
+  return retval;
+}
diff --git a/tensorflow/c/c_api_experimental.h b/tensorflow/c/c_api_experimental.h
index 522c91f67e..a3ca847d96 100644
--- a/tensorflow/c/c_api_experimental.h
+++ b/tensorflow/c/c_api_experimental.h
@@ -174,6 +174,15 @@ TF_CAPI_EXPORT extern void TFE_EnqueueVariantTensor(TF_Session* session,
 TF_CAPI_EXPORT extern TFE_TensorHandle* TFE_DequeueVariantTensor(
     TF_Session* session, int tensor_id, TF_Status* status);
 
+// Prints `handle` in a human readable format to standard output for debugging.
+TF_CAPI_EXPORT extern void TFE_TensorHandlePrintDebugString(
+    TFE_TensorHandle* handle);
+
+// Returns a const scalar tensor.
+// Caller owns both the input and the output tensor handles.
+// TODO: Remove this API with hard-coded tensor computation.
+TF_CAPI_EXPORT extern TFE_TensorHandle* TFE_RunConstOp(TFE_Context* ctx);
+
 #ifdef __cplusplus
 } /* end extern "C" */
 #endif
diff --git a/tensorflow/c/eager/c_api.cc b/tensorflow/c/eager/c_api.cc
index 349d9bcd7c..6f86ea80e5 100755
--- a/tensorflow/c/eager/c_api.cc
+++ b/tensorflow/c/eager/c_api.cc
@@ -567,6 +567,13 @@ void TFE_OpSetAttrFunction(TFE_Op* op, const char* attr_name,
   op->operation.MutableAttrs()->Set(attr_name, attr_value);
 }
 
+void TFE_OpSetAttrTensor(TFE_Op* op, const char* attr_name, TF_Tensor* tensor,
+                         TF_Status* status) {
+  tensorflow::Tensor t;
+  status->status = TF_TensorToTensor(tensor, &t);
+  if (status->status.ok()) op->operation.MutableAttrs()->Set(attr_name, t);
+}
+
 void TFE_OpSetAttrStringList(TFE_Op* op, const char* attr_name,
                              const void* const* values, const size_t* lengths,
                              int num_values) {
diff --git a/tensorflow/c/eager/c_api.h b/tensorflow/c/eager/c_api.h
index 337447eec9..a87d73ec8e 100755
--- a/tensorflow/c/eager/c_api.h
+++ b/tensorflow/c/eager/c_api.h
@@ -311,6 +311,11 @@ TF_CAPI_EXPORT extern void TFE_OpSetAttrFunction(TFE_Op* op,
                                                  const char* attr_name,
                                                  const TFE_Op* value);
 
+TF_CAPI_EXPORT extern void TFE_OpSetAttrTensor(TFE_Op* op,
+                                               const char* attr_name,
+                                               TF_Tensor* tensor,
+                                               TF_Status* status);
+
 TF_CAPI_EXPORT extern void TFE_OpSetAttrStringList(TFE_Op* op,
                                                    const char* attr_name,
                                                    const void* const* values,
-- 
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