ort backend support output mutable data (#44724)

PaddlePaddle · Aug 1, 2022 · 3948c24 · 3948c24
1 parent d92b2f2
commit 3948c24
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diff --git a/paddle/fluid/inference/api/details/zero_copy_tensor.cc b/paddle/fluid/inference/api/details/zero_copy_tensor.cc
@@ -88,6 +88,11 @@ void Tensor::ReshapeStrings(const size_t &shape) {
 
 template <typename T>
 T *Tensor::mutable_data(PlaceType place) {
+#ifdef PADDLE_WITH_ONNXRUNTIME
+  if (is_ort_tensor_) {
+    return ORTGetMutableData<T>();
+  }
+#endif
   EAGER_GET_TENSOR(paddle::framework::LoDTensor);
   PADDLE_ENFORCE_GT(
       tensor->numel(),
@@ -720,6 +725,17 @@ void Tensor::SetOrtBinding(const std::shared_ptr<Ort::IoBinding> binding) {
   binding_ = binding;
 }
 
+template <typename T>
+T *Tensor::ORTGetMutableData() {
+  auto binding = binding_.lock();
+  PADDLE_ENFORCE_NOT_NULL(binding,
+                          paddle::platform::errors::PreconditionNotMet(
+                              "output tensor [%s] no binding ptr", name_));
+  std::vector<Ort::Value> outputs = binding->GetOutputValues();
+  Ort::Value &value = outputs[idx_];
+  return value.GetTensorMutableData<T>();
+}
+
 template <typename T>
 void Tensor::ORTCopyToCpu(T *data) const {
   auto binding = binding_.lock();

diff --git a/paddle/fluid/inference/api/paddle_tensor.h b/paddle/fluid/inference/api/paddle_tensor.h
@@ -198,6 +198,9 @@ class PD_INFER_DECL Tensor {
 
   void SetOrtBinding(const std::shared_ptr<Ort::IoBinding> binding);
 
+  template <typename T>
+  T* ORTGetMutableData();
+
   template <typename T>
   void ORTCopyFromCpu(const T* data);