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tensorflow/c/eager/tape.h
// once) and produces the gradient of the target tensors with respect to the // source tensors. The output gradients are used if not empty and not // null. The result is populated with one tensor per target element. // When running backward functions, builds zeros-like tensors for // incoming grads which are nullptrs, unless `build_default_zeros_grads` // is set to false. Status ComputeGradient(
C - Registered: Tue Apr 23 12:39:09 GMT 2024 - Last Modified: Tue Apr 02 12:40:29 GMT 2024 - 47.2K bytes - Viewed (1) -
tensorflow/c/c_api_experimental.h
int64_t* dims; // The data type. May be 0 to denote unknown type. TF_DataType dtype; }; typedef struct TF_ShapeAndType TF_ShapeAndType; // A list of TF_ShapeAndType elements.. struct TF_ShapeAndTypeList { int num_items; TF_ShapeAndType* items; }; typedef struct TF_ShapeAndTypeList TF_ShapeAndTypeList; // API for manipulating TF_ShapeAndTypeList objects. //
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tensorflow/c/c_api_experimental.cc
std::vector<Tensor> all_input_tensors; // Update the vector with information from `input_tensors` if provided. if (input_tensors != nullptr) { // Note that we take the address of the elements in `all_input_tensors` // below. Allocate enough space so that no reallocation happens, which will // make the pointers invalid. all_input_tensors.reserve(num_inputs); for (int i = 0; i < num_inputs; ++i) {
C++ - Registered: Tue Apr 23 12:39:09 GMT 2024 - Last Modified: Mon Apr 15 03:35:10 GMT 2024 - 29.4K bytes - Viewed (0) -
tensorflow/c/experimental/grappler/grappler.h
// or removed during the graph transformation. This includes feed and fetch // nodes, keep_ops, init_ops. Fills in `values` and `lengths`, each of which // must point to an array of length at least `num_values`. // // The elements of values will point to addresses in `storage` which must be at // least `storage_size` bytes in length. `num_values` and `storage` can be // obtained from TF_GetNodesToPreserveSize //
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tensorflow/c/eager/gradients.cc
class TapeVSpace : public eager::VSpace<AbstractTensorHandle, GradientFunction, TapeTensor> { public: explicit TapeVSpace(AbstractContext* ctx) : ctx_(ctx) {} ~TapeVSpace() override {} // Returns the number of elements in the gradient tensor. int64_t NumElements(AbstractTensorHandle* tensor) const override; // Consumes references to the tensors in the gradient_tensors list and returns // a tensor with the result.
C++ - Registered: Tue Apr 23 12:39:09 GMT 2024 - Last Modified: Thu Feb 15 09:49:45 GMT 2024 - 19.3K bytes - Viewed (0) -
tensorflow/c/eager/gradients.h
// tensors with respect to the source tensors. The output gradients are used // if not empty and not null. The result is populated with one tensor per // target element. Status ComputeGradient( AbstractContext* ctx, absl::Span<AbstractTensorHandle* const> targets, absl::Span<AbstractTensorHandle* const> sources, absl::Span<AbstractTensorHandle* const> output_gradients,
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tensorflow/c/eager/c_api_test_util.cc
return th; } TFE_TensorHandle* TestMatrixTensorHandle100x100(TFE_Context* ctx) { constexpr int64_t dims[] = {100, 100}; constexpr int num_elements = dims[0] * dims[1]; float data[num_elements]; for (int i = 0; i < num_elements; ++i) { data[i] = 1.0f; } TF_Status* status = TF_NewStatus(); TF_Tensor* t = TFE_AllocateHostTensor(ctx, TF_FLOAT, &dims[0],
C++ - Registered: Tue Apr 23 12:39:09 GMT 2024 - Last Modified: Wed Feb 21 22:37:46 GMT 2024 - 23.5K bytes - Viewed (2) -
tensorflow/c/experimental/filesystem/filesystem_interface.h
/// * `statuses` is either null or an array of `num_files` non-null elements /// of type `TF_Status*`. /// /// If `statuses` is not null, plugins must fill each element with detailed /// status for each file, as if calling `path_exists` on each one. Core /// TensorFlow initializes the `statuses` array and plugins must use /// `TF_SetStatus` to set each element instead of directly assigning. ///
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tensorflow/c/eager/c_api.cc
if (h == nullptr) { status->status = tensorflow::errors::InvalidArgument("Invalid handle"); return -1; } int64_t num_elements = -1; status->status = tensorflow::unwrap(h)->NumElements(&num_elements); return num_elements; } int64_t TFE_TensorHandleDim(TFE_TensorHandle* h, int dim_index, TF_Status* status) { if (h == nullptr) {
C++ - Registered: Tue Apr 23 12:39:09 GMT 2024 - Last Modified: Tue Mar 12 20:00:09 GMT 2024 - 43.9K bytes - Viewed (2) -
RELEASE.md
* Changing `tf.data.experimental.save` to store the type specification of the dataset elements. This avoids the need for explicitly specifying the `element_spec` argument of `tf.data.experimental.load` when loading the previously saved dataset. * Add `.element_spec` property to `tf.data.DatasetSpec` to access the inner spec. This can be used to extract the structure of nested
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