#include #include "torch/csrc/jit/python_tracer.h" #include "torch/csrc/jit/tracer.h" #include "torch/csrc/assertions.h" #include "torch/csrc/jit/export.h" #include "torch/csrc/jit/pybind.h" #include "torch/csrc/utils/python_strings.h" #include using namespace torch::autograd; using namespace torch::jit; using namespace torch::jit::tracer; namespace torch { namespace jit { #define ASSERT_UNEXPIRED(METHOD_NAME) if (s.is_expired()) throw std::runtime_error("calling " METHOD_NAME " on an expired trace") void initPythonTracerBindings(PyObject* module_) { auto m = py::handle(module_).cast(); py::class_>(m, "TracingState", py::dynamic_attr()) // NB: no constructor; you have to get it from C++ code .def("__repr__", [](const TracingState& s) { std::ostringstream ss; ss << ""; return ss.str(); }) .def("__str__", [](const TracingState& s) -> std::string { if (s.is_expired()) return ""; std::ostringstream ss; ss << *s.graph; return ss.str(); }) .def("push_scope", [](TracingState& s, const std::string& scope_name) { ASSERT_UNEXPIRED("push_scope"); s.push_scope(scope_name); }) .def("pop_scope", [](TracingState& s) { ASSERT_UNEXPIRED("pop_scope"); s.pop_scope(); }) .def("export", [](TracingState& s, const std::vector& initializers, int64_t onnx_opset_version) { ASSERT_UNEXPIRED("export"); return py::bytes(ExportGraph(s.graph, initializers, onnx_opset_version)); }) .def("graph", [](TracingState& s) { return s.graph; }) .def_property_readonly("is_expired", [](TracingState& s) { return s.is_expired(); }) .def_property_readonly("is_complete", [](TracingState& s) { return s.is_complete(); }); m.def("_tracer_enter", [](std::vector trace_inputs, std::size_t num_backwards) { return enter(std::move(trace_inputs), num_backwards + 1); }); m.def("_tracer_exit", [](variable_list var_outputs) { tracer::exit(var_outputs); }); m.def("_get_tracing_state", [](const variable_list& vars) { return getTracingState(vars); }); m.def("_get_value_trace", [](std::shared_ptr& state, const Variable& var) { return getValueTrace(state, var); }); m.def("_set_value_trace", [](std::shared_ptr& state, const Variable& var, Value* value) { return setValueTrace(state, var, value); }); m.def("_is_tracing", [](const variable_list& vars) { return isTracingVar(vars); }); } }} // namespace torch::jit