AssertionError: Failed to parse ONNX model. Please check if the ONNX model is compatible

[guohao02]

trtexec --onnx=/home/guohao02/PyTorch_ONNX_TensorRT/model_128.onnx --explicitBatch

[10/16/2021-13:56:29] [I] === Model Options ===
[10/16/2021-13:56:29] [I] Format: ONNX
[10/16/2021-13:56:29] [I] Model: /home/guohao02/PyTorch_ONNX_TensorRT/model_128.onnx
[10/16/2021-13:56:29] [I] Output:
[10/16/2021-13:56:29] [I] === Build Options ===
[10/16/2021-13:56:29] [I] Max batch: explicit
[10/16/2021-13:56:29] [I] Workspace: 16 MB
[10/16/2021-13:56:29] [I] minTiming: 1
[10/16/2021-13:56:29] [I] avgTiming: 8
[10/16/2021-13:56:29] [I] Precision: FP32
[10/16/2021-13:56:29] [I] Calibration: 
[10/16/2021-13:56:29] [I] Safe mode: Disabled
[10/16/2021-13:56:29] [I] Save engine: 
[10/16/2021-13:56:29] [I] Load engine: 
[10/16/2021-13:56:29] [I] Inputs format: fp32:CHW
[10/16/2021-13:56:29] [I] Outputs format: fp32:CHW
[10/16/2021-13:56:29] [I] Input build shapes: model
[10/16/2021-13:56:29] [I] === System Options ===
[10/16/2021-13:56:29] [I] Device: 0
[10/16/2021-13:56:29] [I] DLACore: 
[10/16/2021-13:56:29] [I] Plugins:
[10/16/2021-13:56:29] [I] === Inference Options ===
[10/16/2021-13:56:29] [I] Batch: Explicit
[10/16/2021-13:56:29] [I] Iterations: 10 (200 ms warm up)
[10/16/2021-13:56:29] [I] Duration: 10s
[10/16/2021-13:56:29] [I] Sleep time: 0ms
[10/16/2021-13:56:29] [I] Streams: 1
[10/16/2021-13:56:29] [I] Spin-wait: Disabled
[10/16/2021-13:56:29] [I] Multithreading: Enabled
[10/16/2021-13:56:29] [I] CUDA Graph: Disabled
[10/16/2021-13:56:29] [I] Skip inference: Disabled
[10/16/2021-13:56:29] [I] === Reporting Options ===
[10/16/2021-13:56:29] [I] Verbose: Disabled
[10/16/2021-13:56:29] [I] Averages: 10 inferences
[10/16/2021-13:56:29] [I] Percentile: 99
[10/16/2021-13:56:29] [I] Dump output: Disabled
[10/16/2021-13:56:29] [I] Profile: Disabled
[10/16/2021-13:56:29] [I] Export timing to JSON file: 
[10/16/2021-13:56:29] [I] Export profile to JSON file: 
[10/16/2021-13:56:29] [I] 
----------------------------------------------------------------
Input filename:   /home/guohao02/PyTorch_ONNX_TensorRT/model_128.onnx
ONNX IR version:  0.0.6
Opset version:    9
Producer name:    pytorch
Producer version: 1.9
Domain:           
Model version:    0
Doc string:       
----------------------------------------------------------------
WARNING: ONNX model has a newer ir_version (0.0.6) than this parser was built against (0.0.3).
While parsing node number 0 [Conv]:
ERROR: ModelImporter.cpp:296 In function importModel:
[5] Assertion failed: tensors.count(input_name)
[10/16/2021-13:56:29] [E] Failed to parse onnx file
[10/16/2021-13:56:29] [E] Parsing model failed
[10/16/2021-13:56:29] [E] Engine could not be created
&&&& FAILED TensorRT.trtexec # trtexec --onnx=/home/guohao02/PyTorch_ONNX_TensorRT/model_128.onnx --explicitBatch