From bf83e02c4b169c7d2b9a99ac5147c796c2f39431 Mon Sep 17 00:00:00 2001 From: Kellen Sunderland Date: Fri, 25 Jan 2019 16:59:21 -0800 Subject: [PATCH] [MXNET-703] Minor refactor of TensorRT code (#13311) --- src/executor/onnx_to_tensorrt.cc | 4 ++-- src/executor/trt_graph_executor.cc | 7 +++---- src/operator/contrib/nnvm_to_onnx-inl.h | 14 +++++++------- src/operator/contrib/nnvm_to_onnx.cc | 4 ++-- 4 files changed, 14 insertions(+), 15 deletions(-) diff --git a/src/executor/onnx_to_tensorrt.cc b/src/executor/onnx_to_tensorrt.cc index c37b856f9d62..f7fbc8f81359 100644 --- a/src/executor/onnx_to_tensorrt.cc +++ b/src/executor/onnx_to_tensorrt.cc @@ -100,8 +100,8 @@ nvinfer1::ICudaEngine* onnxToTrtCtx( } if ( !trt_parser->parse(onnx_model.c_str(), onnx_model.size()) ) { - int nerror = trt_parser->getNbErrors(); - for ( int i=0; i < nerror; ++i ) { + size_t nerror = trt_parser->getNbErrors(); + for ( size_t i=0; i < nerror; ++i ) { nvonnxparser::IParserError const* error = trt_parser->getError(i); if ( error->node() != -1 ) { ::ONNX_NAMESPACE::NodeProto const& node = diff --git a/src/executor/trt_graph_executor.cc b/src/executor/trt_graph_executor.cc index 92bdcab90395..85ce16885c88 100644 --- a/src/executor/trt_graph_executor.cc +++ b/src/executor/trt_graph_executor.cc @@ -133,7 +133,7 @@ void TrtGraphExecutor::Init(nnvm::Symbol symbol, } auto trt_groups = GetTrtCompatibleSubsets(g, shared_buffer); - for (auto trt_group : trt_groups) { + for (const auto &trt_group : trt_groups) { if (trt_group.size() > 1) { g = ReplaceSubgraph(std::move(g), trt_group, shared_buffer); g = ReinitGraph(std::move(g), default_ctx, ctx_map, in_arg_ctxes, arg_grad_ctxes, @@ -142,7 +142,6 @@ void TrtGraphExecutor::Init(nnvm::Symbol symbol, } } - InitArguments(g.indexed_graph(), g.GetAttr("shape"), g.GetAttr("dtype"), g.GetAttr("storage_type"), @@ -188,7 +187,7 @@ void TrtGraphExecutor::InitArguments(const nnvm::IndexedGraph& idx, const uint32_t eid = idx.entry_id(nid, 0); const TShape& inferred_shape = inferred_shapes[eid]; const int inferred_dtype = inferred_dtypes[eid]; - const NDArrayStorageType inferred_stype = (NDArrayStorageType) inferred_stypes[eid]; + const auto inferred_stype = (NDArrayStorageType) inferred_stypes[eid]; const std::string& arg_name = idx[nid].source->attrs.name; // aux_states if (mutable_nodes.count(nid)) { @@ -427,7 +426,7 @@ Executor *TrtGraphExecutor::TensorRTBind(nnvm::Symbol symbol, std::unordered_map *shared_buffer, Executor *shared_exec) { auto exec = new exec::TrtGraphExecutor(); - exec->Init(symbol, default_ctx, group2ctx, + exec->Init(std::move(symbol), default_ctx, group2ctx, in_arg_ctxes, arg_grad_ctxes, aux_state_ctxes, arg_shape_map, arg_dtype_map, arg_stype_map, grad_req_types, param_names, diff --git a/src/operator/contrib/nnvm_to_onnx-inl.h b/src/operator/contrib/nnvm_to_onnx-inl.h index e0c4d9369e6e..0994f7e632f3 100644 --- a/src/operator/contrib/nnvm_to_onnx-inl.h +++ b/src/operator/contrib/nnvm_to_onnx-inl.h @@ -70,7 +70,7 @@ struct ONNXParam : public dmlc::Parameter { nnvm_to_onnx::InferenceMap_t output_map; ::onnx::ModelProto onnx_pb_graph; - ONNXParam() {} + ONNXParam() = default; ONNXParam(const ::onnx::ModelProto& onnx_graph, const nnvm_to_onnx::InferenceMap_t& input_map, @@ -104,14 +104,14 @@ std::unordered_map GetOutputLookup(const nnvm::IndexedGra void ConvertPlaceholder( const std::string& node_name, const std::unordered_map& placeholder_shapes, - GraphProto* const graph_proto); + GraphProto* graph_proto); -void ConvertConstant(GraphProto* const graph_proto, +void ConvertConstant(GraphProto* graph_proto, const std::string& node_name, - std::unordered_map* const shared_buffer); + std::unordered_map* shared_buffer); -void ConvertOutput(op::nnvm_to_onnx::InferenceMap_t* const trt_output_map, - GraphProto* const graph_proto, +void ConvertOutput(op::nnvm_to_onnx::InferenceMap_t* trt_output_map, + GraphProto* graph_proto, const std::unordered_map::iterator& out_iter, const std::string& node_name, const nnvm::Graph& g, @@ -169,7 +169,7 @@ void ConvertElementwiseAdd(NodeProto *node_proto, ONNXParam ConvertNnvmGraphToOnnx( const nnvm::Graph &g, - std::unordered_map *const shared_buffer); + std::unordered_map* shared_buffer); static const std::unordered_map converter_map = { {"Convolution", ConvertConvolution}, diff --git a/src/operator/contrib/nnvm_to_onnx.cc b/src/operator/contrib/nnvm_to_onnx.cc index ccb6e04b0a47..58a465455d42 100644 --- a/src/operator/contrib/nnvm_to_onnx.cc +++ b/src/operator/contrib/nnvm_to_onnx.cc @@ -263,7 +263,7 @@ void ConvertPooling(NodeProto* node_proto, const NodeAttrs& attrs, AttributeProto* const kernel_shape = node_proto->add_attribute(); kernel_shape->set_name("kernel_shape"); kernel_shape->set_type(AttributeProto::INTS); - for (int kval : kernel) { + for (dim_t kval : kernel) { kernel_shape->add_ints(static_cast(kval)); } @@ -283,7 +283,7 @@ void ConvertPooling(NodeProto* node_proto, const NodeAttrs& attrs, AttributeProto* const strides = node_proto->add_attribute(); strides->set_name("strides"); strides->set_type(AttributeProto::INTS); - for (int kval : stride) { + for (dim_t kval : stride) { strides->add_ints(static_cast(kval)); }