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tensorflow/c/eager/gradients.h
// maintains the map from `op_id` to a `OpTapeEntry` which stores the `op_type`, // inputs and outputs and the gradient function These data structures combined // allow us to trace the data dependencies between operations and hence compute // gradients. // // `ZerosLike` is not expected to be called and returns a nullptr. The creation
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tensorflow/c/eager/BUILD
"//tensorflow/core/common_runtime/eager:placement_utils", "//tensorflow/core/common_runtime/eager:tensor_handle", "//tensorflow/core/profiler/lib:traceme", "@com_google_absl//absl/algorithm:container", "@com_google_absl//absl/types:span", "@com_google_absl//absl/types:variant", ], }) + [ ":abstract_tensor_handle",
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RELEASE.md
and a [python tracer](https://www.tensorflow.org/guide/profiler#events) which allows you to trace python function calls in your model. Usability improvements include better diagnostic messages and [profile options](https://tensorflow.org/guide/profiler#collect_performance_data) to customize the host and device trace verbosity level.
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tensorflow/BUILD
"//tensorflow/core/profiler/internal:print_model_analysis", "//tensorflow/core/profiler/lib:traceme", "//tensorflow/core/profiler/rpc/client:profiler_client_impl", "//tensorflow/core/profiler/rpc:profiler_server_impl", "//tensorflow/core/util:managed_stack_trace", "//tensorflow/core:all_kernels", "//tensorflow/core:core_cpu", "//tensorflow/core:direct_session",
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tensorflow/c/eager/c_api_experimental.cc
"Unable to find function with name: ", function_name); return; } tensorflow::GraphDebugInfo debug_info = tensorflow::StackTracesMapToGraphDebugInfo( function_record->stack_traces()); string str = debug_info.SerializeAsString(); void* data = tensorflow::port::Malloc(str.length()); str.copy(static_cast<char*>(data), str.length(), 0); buf->data = data; buf->length = str.length();
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tensorflow/c/eager/tape.h
unneeded_gradients, out_gradients, absl::MakeSpan(in_gradients)); if (!persistent_) { trace.backward_function_deleter(trace.backward_function); } if (!s.ok()) { return s; } } else { if (!persistent_) { trace.backward_function_deleter(trace.backward_function);
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tensorflow/c/eager/abstract_function.h
#include "tensorflow/core/platform/intrusive_ptr.h" #include "tensorflow/core/platform/refcount.h" #include "tensorflow/core/platform/status.h" namespace tensorflow { class FunctionRecord; // A traced function: this hides the complexity of converting the serialized // representation between various supported formats e.g. FunctionDef and Mlir // function. class AbstractFunction : public core::RefCounted { protected:
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tensorflow/c/c_api_experimental.h
unsigned int num_cpu_devices); // Create a serialized tensorflow.RunOptions proto, where RunOptions.trace_level // is set to FULL_TRACE if `enable_full_trace` is non-zero, and NO_TRACE // otherwise. TF_CAPI_EXPORT extern TF_Buffer* TF_CreateRunOptions( unsigned char enable_full_trace); // Returns the graph content in a human-readable format, with length set in
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tensorflow/c/c_api_experimental.cc
return ret; } TF_Buffer* TF_CreateRunOptions(unsigned char enable_full_trace) { tensorflow::RunOptions options; if (enable_full_trace) { options.set_trace_level(tensorflow::RunOptions::FULL_TRACE); } else { options.set_trace_level(tensorflow::RunOptions::NO_TRACE); } TF_Buffer* ret = TF_NewBuffer(); TF_CHECK_OK(MessageToBuffer(options, ret)); return ret; }
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tensorflow/c/eager/abstract_context.h
// // This serves as a factory for creating `AbstractOperation`s and for // registering traced functions. // Operations creation within a context can only be executed in that context // (for now at least). // Implementations of the context may contain some state e.g. an execution // environment, a traced representation etc. class AbstractContext { protected:
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