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zengarden / light_head_rcnn

Light-Head R-CNN
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TensorRT Error for input #21

Open MaskVulcan opened 6 years ago

MaskVulcan commented 6 years ago

When I try to use tensorrt to transformer this model to tensorrt model for speed.It Shows 2018-05-07 10:45:45.609149: I tensorflow/contrib/tensorrt/convert/convert_graph.cc:383] MULTIPLE tensorrt candidate conversion: 26 2018-05-07 10:45:45.832778: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: ../builder/Network.cpp::addInput::377, condition: isValidDims(dims) 2018-05-07 10:45:45.832832: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:0 due to: "Invalid argument: Failed to create Input layer" SKIPPING......( 30 nodes) 2018-05-07 10:45:45.834499: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: ../builder/Network.cpp::addInput::377, condition: isValidDims(dims) 2018-05-07 10:45:45.834529: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:1 due to: "Invalid argument: Failed to create Input layer" SKIPPING......( 23 nodes) 2018-05-07 10:45:45.836056: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:2 due to: "Unimplemented: Require 4 dimensional input. Got 2 resnet_v1_50_5/ExpandDims" SKIPPING......( 9 nodes) 2018-05-07 10:45:45.838489: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:3 due to: "Unimplemented: Require 4 dimensional input. Got 2 resnet_v1_50_5/Exp_1" SKIPPING......( 9 nodes) 2018-05-07 10:45:45.840022: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:4 due to: "Unimplemented: Require 4 dimensional input. Got 1 resnet_v1_50_5/strided_slice_60" SKIPPING......( 6 nodes) 2018-05-07 10:45:45.841584: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:5 due to: "Unimplemented: Require 4 dimensional input. Got 2 resnet_v1_50_5/Exp_6" SKIPPING......( 9 nodes) 2018-05-07 10:45:45.843144: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:6 due to: "Unimplemented: Require 4 dimensional input. Got 1 resnet_v1_50_5/strided_slice_6" SKIPPING......( 6 nodes) 2018-05-07 10:45:45.844673: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:7 due to: "Unimplemented: Require 4 dimensional input. Got 2 resnet_v1_50_5/ones_2" SKIPPING......( 4 nodes) 2018-05-07 10:45:45.846229: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: ../builder/Network.cpp::addInput::377, condition: isValidDims(dims) 2018-05-07 10:45:45.846257: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:8 due to: "Invalid argument: Failed to create Input layer" SKIPPING......( 33 nodes) 2018-05-07 10:45:45.847794: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:9 due to: "Unimplemented: Require 4 dimensional input. Got 2 resnet_v1_50_5/ones_1" SKIPPING......( 3 nodes) 2018-05-07 10:45:45.849348: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:10 due to: "Unimplemented: Require 4 dimensional input. Got 2 resnet_v1_50_6/bbox_fc/MatMul" SKIPPING......( 4 nodes) 2018-05-07 10:45:45.850883: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:11 due to: "Unimplemented: Require 4 dimensional input. Got 2 resnet_v1_50_5/Exp_7" SKIPPING......( 9 nodes) 2018-05-07 10:45:45.852441: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:12 due to: "Unimplemented: Require 4 dimensional input. Got 2 resnet_v1_50_5/ones_3" SKIPPING......( 4 nodes) 2018-05-07 10:45:45.854356: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: ../builder/Network.cpp::addInput::377, condition: isValidDims(dims) 2018-05-07 10:45:45.854409: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:13 due to: "Invalid argument: Failed to create Input layer" SKIPPING......( 380 nodes) 2018-05-07 10:45:45.855983: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:14 due to: "Unimplemented: Require 4 dimensional input. Got 1 resnet_v1_50_5/strided_slice_8" SKIPPING......( 6 nodes) 2018-05-07 10:45:45.858416: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:15 due to: "Unimplemented: Require 4 dimensional input. Got 1 resnet_v1_50_5/strided_slice_89" SKIPPING......( 6 nodes) 2018-05-07 10:45:45.859942: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:16 due to: "Unimplemented: Require 4 dimensional input. Got 2 resnet_v1_50_5/ones" SKIPPING......( 4 nodes) 2018-05-07 10:45:45.861475: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:17 due to: "Unimplemented: Require 4 dimensional input. Got 2 resnet_v1_50_5/Exp_5" SKIPPING......( 9 nodes) 2018-05-07 10:45:45.863010: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:18 due to: "Unimplemented: Require 4 dimensional input. Got 2 resnet_v1_50_5/Exp_4" SKIPPING......( 9 nodes) 2018-05-07 10:45:45.864538: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:19 due to: "Unimplemented: Require 4 dimensional input. Got 1 resnet_v1_50_5/strided_slice_62" SKIPPING......( 6 nodes) 2018-05-07 10:45:45.866071: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:20 due to: "Unimplemented: Require 4 dimensional input. Got 2 resnet_v1_50_5/Exp_3" SKIPPING......( 9 nodes) 2018-05-07 10:45:45.867597: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:21 due to: "Unimplemented: Require 4 dimensional input. Got 2 resnet_v1_50_6/ps_fc_1/MatMul" SKIPPING......( 3 nodes) 2018-05-07 10:45:45.869124: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:22 due to: "Unimplemented: Require 4 dimensional input. Got 1 resnet_v1_50_5/strided_slice_33" SKIPPING......( 6 nodes) 2018-05-07 10:45:45.870657: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:23 due to: "Unimplemented: Require 4 dimensional input. Got 2 resnet_v1_50_5/Exp_2" SKIPPING......( 9 nodes) 2018-05-07 10:45:45.872184: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:24 due to: "Unimplemented: Require 4 dimensional input. Got 1 resnet_v1_50_5/strided_slice_35" SKIPPING......( 6 nodes) 2018-05-07 10:45:45.873872: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:418] subgraph conversion error for subgraph_index:25 due to: "Unimplemented: Require 4 dimensional input. Got 1 resnet_v1_50_5/strided_slice_87" SKIPPING......( 6 nodes) Could you give me some advice for this?Or could you give me some advice for the goal 33map and 60fps?Thanks very much

ppwwyyxx commented 6 years ago

TensorRT only works with a very tiny subset of all TensorFlow ops. Don't expect tensorrt to work for fasterrcnn at all.