szha commented on a change in pull request #14192: [MXNET-1324] Add NaiveRunGraph to imperative utils URL: https://github.com/apache/incubator-mxnet/pull/14192#discussion_r262374079
########## File path: src/imperative/cached_op.cc ########## @@ -839,6 +867,70 @@ OpStatePtr CachedOp::DynamicForward( return op_state; } +OpStatePtr CachedOp::NaiveForward( + const Context& default_ctx, + const std::vector<NDArray*>& inputs, + const std::vector<NDArray*>& outputs) { + using namespace nnvm; + using namespace imperative; + // Initialize + bool recording = Imperative::Get()->is_recording(); + auto op_state = OpStatePtr::Create<DynamicRuntime>(); + auto& runtime = op_state.get_state<DynamicRuntime>(); + { + auto state_ptr = GetCachedOpState(default_ctx); + auto& state = state_ptr.get_state<CachedOpState>(); + std::lock_guard<std::mutex> lock(state.mutex); + SetForwardGraph(&state.info, recording, inputs); + runtime.info.fwd_graph = state.info.fwd_graph; + } + // build the indexed graph + nnvm::Graph& g = runtime.info.fwd_graph; + const auto& idx = g.indexed_graph(); + const size_t num_inputs = idx.input_nodes().size(); + const size_t num_entries = idx.num_node_entries(); + std::vector<uint32_t> ref_count = g.GetAttr<std::vector<uint32_t> >( + recording ? "full_ref_count" : "forward_ref_count"); + // construct `arrays` + runtime.buff.resize(num_entries); + std::vector<NDArray*> arrays; Review comment: would it make sense to refactor the array construction into a function? the hope is to keep the convention visible (i.e. buf, inputs, outputs) ---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org With regards, Apache Git Services