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/external/tensorflow/tensorflow/core/framework/
Dnode_def_util_test.cc41 NodeDef node_def; in ToNodeDef() local
42 EXPECT_TRUE(protobuf::TextFormat::MergeFromString(text, &node_def)); in ToNodeDef()
43 return node_def; in ToNodeDef()
47 NodeDef node_def; in ToNodeDef() local
48 TF_EXPECT_OK(builder.Finalize(&node_def)); in ToNodeDef()
49 return node_def; in ToNodeDef()
79 const NodeDef node_def = ToNodeDef(R"proto( in TEST() local
82 ExpectSuccess(node_def, op); in TEST()
84 EXPECT_EQ("{{node n}} = In[T=DT_FLOAT](a)", SummarizeNodeDef(node_def)); in TEST()
87 NodeDef bad = node_def; in TEST()
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Dnode_def_util.h66 std::string SummarizeNodeDef(const NodeDef& node_def,
68 std::string SummarizeAttrs(const NodeDef& node_def);
74 std::string FormatNodeDefForError(const NodeDef& node_def);
83 void AddNodeAttr(StringPiece name, const AttrValue& value, NodeDef* node_def);
84 void AddNodeAttr(StringPiece name, AttrValue&& value, NodeDef* node_def);
85 void AddNodeAttr(StringPiece name, StringPiece value, NodeDef* node_def);
86 void AddNodeAttr(StringPiece name, const char* value, NodeDef* node_def);
87 void AddNodeAttr(StringPiece name, int32 value, NodeDef* node_def);
88 void AddNodeAttr(StringPiece name, int64 value, NodeDef* node_def);
89 void AddNodeAttr(StringPiece name, float value, NodeDef* node_def);
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Dnode_properties_test.cc62 const NodeDef& node_def, in ValidateNodeProperties() argument
66 EXPECT_EQ(props.node_def.name(), node_def.name()); in ValidateNodeProperties()
83 NodeDef node_def; in TEST() local
84 node_def.set_name("foo"); in TEST()
91 NodeProperties props_from_slices(&op_def, node_def, input_types_slice, in TEST()
93 ValidateNodeProperties(props_from_slices, &op_def, node_def, input_types, in TEST()
97 NodeProperties props_from_vectors(&op_def, node_def, input_types, in TEST()
99 ValidateNodeProperties(props_from_vectors, &op_def, node_def, input_types, in TEST()
105 NodeDef node_def; in TEST() local
106 node_def.set_name("bar"); in TEST()
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Dnode_def_util.cc53 AttrSlice::AttrSlice(const NodeDef& node_def) in AttrSlice() argument
54 : ndef_(&node_def), attrs_(&ndef_->attr()) {} in AttrSlice()
103 string SummarizeNodeDef(const NodeDef& node_def, int max_inputs_in_summary) { in SummarizeNodeDef() argument
104 string ret = strings::StrCat(errors::FormatNodeNameForError(node_def.name()), in SummarizeNodeDef()
105 " = ", node_def.op(), "["); in SummarizeNodeDef()
106 strings::StrAppend(&ret, SummarizeAttrsHelper(node_def, node_def.device())); in SummarizeNodeDef()
111 for (const string& input : node_def.input()) { in SummarizeNodeDef()
124 string SummarizeAttrs(const NodeDef& node_def) { in SummarizeAttrs() argument
125 return SummarizeAttrsHelper(node_def, node_def.device()); in SummarizeAttrs()
138 string FormatNodeDefForError(const NodeDef& node_def) { in FormatNodeDefForError() argument
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Dop_compatibility_test.cc47 TF_CHECK_OK(OpRegistry::Global()->LookUpOpDef(node_def()->op(), &op_def)); in RegisteredOpDef()
54 TF_ASSERT_OK(InOutTypesForNode(*node_def(), old_op_def, &old_in_types, in ExpectSuccess()
59 AddDefaultsToNodeDef(*new_op_def, node_def()); in ExpectSuccess()
62 TF_ASSERT_OK(ValidateNodeDef(*node_def(), *new_op_def)); in ExpectSuccess()
64 TF_ASSERT_OK(InOutTypesForNode(*node_def(), *new_op_def, &new_in_types, in ExpectSuccess()
110 TF_ASSERT_OK(InOutTypesForNode(*node_def(), old_op_def, &old_in_types, in ExpectInvalid()
115 AddDefaultsToNodeDef(*new_op_def, node_def()); in ExpectInvalid()
118 Status status = ValidateNodeDef(*node_def(), *new_op_def); in ExpectInvalid()
120 ADD_FAILURE() << SummarizeNodeDef(*node_def()); in ExpectInvalid()
133 TF_ASSERT_OK(InOutTypesForNode(*node_def(), old_op_def, &old_in_types, in ExpectTypeMismatch()
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Dgraph_def_util.cc72 NodeDef* node_def = graph_def->mutable_node(i); in AddDefaultAttrsToGraphDef() local
74 Status s = op_registry.LookUpOpDef(node_def->op(), &op_def); in AddDefaultAttrsToGraphDef()
76 AddDefaultsToNodeDef(*op_def, node_def); in AddDefaultAttrsToGraphDef()
86 NodeDef* node_def, const OpRegistryInterface& consumer_op_registry, in RemoveNewDefaultAttrsFromNodeDef() argument
92 producer_op_registry.LookUpOpDef(node_def->op(), &producer_op_def)); in RemoveNewDefaultAttrsFromNodeDef()
94 consumer_op_registry.LookUpOpDef(node_def->op(), &consumer_op_def)); in RemoveNewDefaultAttrsFromNodeDef()
97 for (const auto& attr : node_def->attr()) { in RemoveNewDefaultAttrsFromNodeDef()
107 " but found in node: ", FormatNodeDefForError(*node_def)); in RemoveNewDefaultAttrsFromNodeDef()
121 node_def->mutable_attr()->erase(attr_name); in RemoveNewDefaultAttrsFromNodeDef()
123 op_attr_removed->insert(std::make_pair(node_def->op(), attr_name)); in RemoveNewDefaultAttrsFromNodeDef()
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Dfake_input.cc31 FakeInputImpl(const OpDef* op_def, int in_index, const NodeDef* node_def,
60 const NodeDef* node_def, NodeDefBuilder* builder) in FakeInputImpl() argument
64 node_def_(node_def), in FakeInputImpl()
193 return [](const OpDef& op_def, int in_index, const NodeDef& node_def, in FakeInput()
195 FakeInputImpl impl(&op_def, in_index, &node_def, builder); in FakeInput()
201 return [dt](const OpDef& op_def, int in_index, const NodeDef& node_def, in FakeInput() argument
203 FakeInputImpl impl(&op_def, in_index, &node_def, builder); in FakeInput()
210 return [n](const OpDef& op_def, int in_index, const NodeDef& node_def, in FakeInput() argument
212 FakeInputImpl impl(&op_def, in_index, &node_def, builder); in FakeInput()
219 return [n, dt](const OpDef& op_def, int in_index, const NodeDef& node_def, in FakeInput() argument
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/external/tensorflow/tensorflow/python/framework/
Derrors_impl.py70 def __init__(self, node_def, op, message, error_code): argument
81 self._node_def = node_def
119 def node_def(self): member in OpError
231 def __init__(self, node_def, op, message): argument
233 super(CancelledError, self).__init__(node_def, op, message, CANCELLED)
250 def __init__(self, node_def, op, message, error_code=UNKNOWN): argument
252 super(UnknownError, self).__init__(node_def, op, message, error_code)
270 def __init__(self, node_def, op, message): argument
272 super(InvalidArgumentError, self).__init__(node_def, op, message,
285 def __init__(self, node_def, op, message): argument
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Dop_def_library_test.py51 """, out.op.node_def)
56 """, out.op.node_def)
61 """, out.op.node_def)
67 """, out.op.node_def)
117 """, op.node_def)
126 """, out.op.node_def)
133 """, out.op.node_def)
140 """, out.op.node_def)
154 """, out.op.node_def)
161 """, out.op.node_def)
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Dfunction_def_to_graph.py173 node_def = graph_def.node.add()
174 node_def.name = arg_def.name
175 node_def.op = "Placeholder"
176 node_def.attr["dtype"].type = arg_def.type
181 node_def.attr["shape"].shape.CopyFrom(input_shape)
187 node_def.attr["shape"].shape.CopyFrom(arg_attrs[k].list.shape[0])
189 node_def.attr[k].CopyFrom(arg_attrs[k])
192 graph_def.node.extend(fdef.node_def)
206 for node_def in fdef.node_def:
209 f = graph._functions.get(node_def.op, None) # pylint: disable=protected-access
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Dmeta_graph.py71 node_def = copy.deepcopy(from_node_def)
72 for i, v in enumerate(node_def.input):
74 not node_def.input[i].lstrip("^").startswith(export_scope)):
77 node_def.input[i] = re.sub(r"([\^]|^)(.*)",
80 unbound_inputs.append(node_def.input[i])
82 node_def.input[i] = ops.strip_name_scope(v, export_scope)
83 node_def.name = compat.as_bytes(
91 node_def.attr[k].CopyFrom(attr_value_pb2.AttrValue(
93 elif node_def.op in ("Enter", "RefEnter") and k == "frame_name":
96 node_def.attr[k].CopyFrom(attr_value_pb2.AttrValue(s=new_s))
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Dgraph_to_function_def.py61 return op.node_def # pylint: disable=protected-access
105 func.node_def.extend([_get_node_def(op)])
106 node_def = func.node_def[-1]
107 for i in range(len(node_def.input)):
108 if not node_def.input[i].startswith("^"):
109 assert node_def.input[i] in input_dict, ("%s missing from %s" %
110 (node_def.input[i],
112 node_def.input[i] = input_dict[node_def.input[i]]
/external/tensorflow/tensorflow/core/common_runtime/
Dgraph_constructor.cc60 inline bool IsMerge(const NodeDef& node_def) { in IsMerge() argument
61 return node_def.op() == "Merge" || node_def.op() == "RefMerge" || in IsMerge()
62 node_def.op() == "_XlaMerge"; in IsMerge()
65 inline bool IsNextIteration(const NodeDef& node_def) { in IsNextIteration() argument
66 return node_def.op() == "NextIteration" || in IsNextIteration()
67 node_def.op() == "RefNextIteration"; in IsNextIteration()
227 Status IsNodeFullyMapped(const NodeDef& node_def, bool* is_node_mapped);
228 Status ValidateColocationConstraints(const NodeDef& node_def);
229 Status MakeNode(NodeDef&& node_def, Node** node);
232 Status ModifyNodeDefForImport(NodeDef* node_def);
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/external/tensorflow/tensorflow/compiler/tf2tensorrt/convert/
Dconvert_nodes.cc499 TFTRT_RETURN_ERROR_IF_NULLPTR(*tensor, params->node_def.name());
511 TFAttrs attrs(params->node_def); in CreateBroadcastableScalarConstant()
1102 const NodeDef& node_def, const std::vector<TRT_TensorOrWeights>& inputs, in OpConverterParams() argument
1106 : node_def(node_def), in OpConverterParams()
1116 Converter* converter, const NodeDef& node_def, in OpConverterParams() argument
1120 node_def(node_def), in OpConverterParams()
1148 const NodeDef& node_def, int output_port, in ConvertToTensorOrWeights() argument
1150 if (node_def.op() == "Const") { in ConvertToTensorOrWeights()
1162 return ConvertConstToWeights(node_def, inputs, tensor_or_weights); in ConvertToTensorOrWeights()
1164 if (!graph_properties_.HasOutputProperties(node_def.name())) { in ConvertToTensorOrWeights()
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Dconvert_nodes_test.cc155 NodeDef node_def; local
156 node_def.set_name(name);
157 node_def.set_op(op);
159 node_def.add_input(input);
162 (*node_def.mutable_attr())[attr.first] = attr.second;
164 return node_def;
765 Status GetInputs(const NodeDef& node_def, in GetInputs() argument
767 return converter_->GetInputs(node_def, inputs); in GetInputs()
804 NodeDef node_def = MakeNodeDef("my_op", "MyOp", {"my_input"}); in TEST_F() local
809 ExpectStatus(converter_->ConvertNode(node_def), error::UNIMPLEMENTED, in TEST_F()
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/external/tensorflow/tensorflow/core/grappler/optimizers/
Dimplementation_selector.cc149 NodeDef* node_def = node_view->node(); in UpdateNodeDef() local
151 VLOG(3) << "Node def before swap is: " << node_def->DebugString(); in UpdateNodeDef()
154 node_def->mutable_attr()->find("f")->second.mutable_func()->set_name( in UpdateNodeDef()
158 auto tin = node_def->mutable_attr()->find("Tin"); in UpdateNodeDef()
165 auto tout = node_def->mutable_attr()->find("Tout"); in UpdateNodeDef()
175 for (int i = node_def->input_size() - 1; i >= 0; --i) { in UpdateNodeDef()
176 if (!IsControlInput(node_def->input(i))) break; in UpdateNodeDef()
177 control_deps.push_back(node_def->input(i)); in UpdateNodeDef()
178 node_def->mutable_input()->RemoveLast(); in UpdateNodeDef()
182 const int prev_input_size = node_def->input_size(); in UpdateNodeDef()
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/external/tensorflow/tensorflow/python/util/
Dkernel_registry.cc29 tensorflow::NodeDef node_def; in TryFindKernelClass() local
30 if (!node_def.ParseFromString(serialized_node_def)) { in TryFindKernelClass()
37 tensorflow::OpRegistry::Global()->LookUp(node_def.op(), &op_reg_data); in TryFindKernelClass()
39 LOG(WARNING) << "Op " << node_def.op() << " not found: " << status; in TryFindKernelClass()
42 AddDefaultsToNodeDef(op_reg_data->op_def, &node_def); in TryFindKernelClass()
45 if (!tensorflow::DeviceNameUtils::ParseFullName(node_def.device(), in TryFindKernelClass()
48 << node_def.ShortDebugString(); in TryFindKernelClass()
53 tensorflow::DeviceType(parsed_name.type.c_str()), node_def, in TryFindKernelClass()
56 LOG(WARNING) << "Op [" << node_def.op() << "]: " << status; in TryFindKernelClass()
/external/tensorflow/tensorflow/core/ops/
Dstate_ops_test.cc31 .Finalize(&op.node_def)); in TEST()
46 .Finalize(&op.node_def)); in TEST()
56 .Finalize(&op.node_def)); in TEST()
78 .Finalize(&op.node_def)); in TEST()
99 .Finalize(&op.node_def)); in TEST()
109 .Finalize(&op.node_def)); in TEST()
116 .Finalize(&op.node_def)); in TEST()
122 .Finalize(&op.node_def)); in TEST()
132 .Finalize(&op.node_def)); in TEST()
138 .Finalize(&op.node_def)); in TEST()
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/external/tensorflow/tensorflow/compiler/mlir/tensorflow/translate/
Dupgrade_graph.cc45 auto is_resource_op_with_empty_shared_name = [](const NodeDef& node_def, in GenerateResourceSharedNameIfEmpty()
68 auto iter = node_def.attr().find("shared_name"); in GenerateResourceSharedNameIfEmpty()
69 if (iter == node_def.attr().end()) return true; in GenerateResourceSharedNameIfEmpty()
83 for (auto& node_def : *fdef.mutable_node_def()) { in GenerateResourceSharedNameIfEmpty()
85 TF_RETURN_IF_ERROR(flib_def->LookUpOpDef(node_def.op(), &op_def)); in GenerateResourceSharedNameIfEmpty()
86 if (is_resource_op_with_empty_shared_name(node_def, *op_def)) { in GenerateResourceSharedNameIfEmpty()
90 (*node_def.mutable_attr())["shared_name"].set_s( in GenerateResourceSharedNameIfEmpty()
91 absl::StrCat(node_def.name(), "@", func_name)); in GenerateResourceSharedNameIfEmpty()
98 for (auto& node_def : *gdef.mutable_node()) { in GenerateResourceSharedNameIfEmpty()
100 TF_RETURN_IF_ERROR(flib_def->LookUpOpDef(node_def.op(), &op_def)); in GenerateResourceSharedNameIfEmpty()
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Dexport_graphdef.cc214 auto node_def = absl::make_unique<NodeDef>(); in GetArgumentNode() local
216 node_def->set_name(name.str()); in GetArgumentNode()
218 node_def->set_name( in GetArgumentNode()
221 node_def->set_op(FunctionLibraryDefinition::kArgOp); in GetArgumentNode()
225 node_def->mutable_attr())); in GetArgumentNode()
232 (*node_def->mutable_attr())["T"] = type_attr; in GetArgumentNode()
236 (*node_def->mutable_attr())["index"] = index_attr; in GetArgumentNode()
240 *node_def->mutable_device() = device_attr.getValue().str(); in GetArgumentNode()
247 node_def->mutable_attr())); in GetArgumentNode()
249 return node_def; in GetArgumentNode()
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/external/tensorflow/tensorflow/python/saved_model/
Dfunction_deserialization.py391 op.node_def.attr["f"].func.name)]
428 def _check_op_has_custom_gradients(node_def): argument
430 return ("_gradient_op_type" in node_def.attr and
431 node_def.op not in ["StatefulPartitionedCall", "PartitionedCall"])
434 def fix_node_def(node_def, functions, shared_name_suffix): argument
436 if node_def.op in functions:
437 node_def.op = functions[node_def.op].name
438 for _, attr_value in node_def.attr.items():
446 if node_def.op == "HashTableV2":
447 if ("use_node_name_sharing" not in node_def.attr or
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/external/tensorflow/tensorflow/lite/tools/
Dlist_flex_ops.cc49 string FindTensorflowKernelClass(tensorflow::NodeDef* node_def) { in FindTensorflowKernelClass() argument
50 if (!node_def || node_def->op().empty()) { in FindTensorflowKernelClass()
56 tensorflow::OpRegistry::Global()->LookUp(node_def->op(), &op_reg_data); in FindTensorflowKernelClass()
58 LOG(FATAL) << "Op " << node_def->op() << " not found: " << status; in FindTensorflowKernelClass()
60 AddDefaultsToNodeDef(op_reg_data->op_def, node_def); in FindTensorflowKernelClass()
63 if (!tensorflow::DeviceNameUtils::ParseFullName(node_def->device(), in FindTensorflowKernelClass()
66 << node_def->ShortDebugString(); in FindTensorflowKernelClass()
70 tensorflow::DeviceType(parsed_name.type.c_str()), *node_def, in FindTensorflowKernelClass()
73 LOG(FATAL) << "Failed to find kernel class for op: " << node_def->op(); in FindTensorflowKernelClass()
/external/tensorflow/tensorflow/compiler/tf2xla/
Dsharding_util_test.cc63 NodeDef node_def; in TEST_P() local
65 node_def.set_op("_Arg"); in TEST_P()
66 node_def.set_name("arg"); in TEST_P()
73 node_def.mutable_attr()->insert( in TEST_P()
104 test_sharding_metadata([&node_def]() { in TEST_P()
105 return GetShardingFromNodeDef(node_def, /*add_metadata=*/true); in TEST_P()
110 test_sharding_metadata([&node_def]() { in TEST_P()
111 return ParseShardingFromDevice(node_def, /*num_cores_per_replica=*/1, in TEST_P()
119 Node* node = graph.AddNode(node_def, &status); in TEST_P()
Dsharding_util.cc89 const NodeDef& node_def, int num_cores_per_replica, bool add_metadata) { in ParseShardingFromDevice() argument
90 const string& device_name = node_def.device(); in ParseShardingFromDevice()
92 GetShardingFromNodeDef(node_def, add_metadata)); in ParseShardingFromDevice()
96 CreateOpMetadata(node_def.op(), node_def.name())) in ParseShardingFromDevice()
151 const NodeDef& node_def, bool add_metadata) { in GetShardingFromNodeDef() argument
152 if (!HasNodeAttr(node_def, kShardingAttribute)) { in GetShardingFromNodeDef()
157 TF_RETURN_IF_ERROR(GetNodeAttr(node_def, kShardingAttribute, &value)); in GetShardingFromNodeDef()
164 AssignOpMetadataToSharding(sharding, node_def.op(), node_def.name()); in GetShardingFromNodeDef()
/external/tensorflow/tensorflow/compiler/jit/
Dxla_kernel_creator.cc76 return CanCreateXlaKernel(props->node_def) && in CanCreateKernel()
81 const NodeDef& node_def, in CreateXlaKernel() argument
83 if (!CanCreateXlaKernel(node_def)) { in CreateXlaKernel()
84 return errors::Internal("Invalid node: ", node_def.ShortDebugString()); in CreateXlaKernel()
87 VLOG(3) << "Attempting to create XlaLaunchOp for " << node_def.DebugString(); in CreateXlaKernel()
94 TF_RETURN_IF_ERROR(NameAndAttrsFromFunctionCall(node_def, &function)); in CreateXlaKernel()
117 if (!IsCompilable(flr, node_def, &uncompilable_nodes_map)) { in CreateXlaKernel()
127 SummarizeNodeDef(node_def, /*max_inputs_in_summary=*/10), ".\n"); in CreateXlaKernel()
159 &fbody->fdef.signature(), node_def, fbody->arg_types, fbody->ret_types); in CreateXlaKernel()
176 return CreateXlaKernel(flr, props->node_def, kernel); in CreateKernel()

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