NVIDIA / NVIDIA/TensorRT

Customized TensorRT operator Col2Im, but parsing failed of TensorRT9.2

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#3,667 8 comments 0 reactions 1 assignee View on GitHub

@zerollzeng is already working on this.

Since Feb 20, 2024.

Module:ONNX triaged
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Description

Description

I customized TensorRT's Col2Im plugin, recompiled the source code of TensorRT8.5, and generated a new nvinfer_plugin library.

Environment

TensorRT Version: 9.2.0.5

NVIDIA GPU: GeForce GTX 1080 Ti

NVIDIA Driver Version: 535.146.02

CUDA Version: 12.2

CUDNN Version: 8.9.6

Operating System: ubuntu22.04

This issue does not occur on TensorRT8.5, Could you please give me some suggestions.

error: parsers/onnx/ModelImporter.cpp:891: While parsing node number 29 [Col2Im -> "/network.0/network.0.0/attn/Col2Im_output_0"]:
error: parsers/onnx/ModelImporter.cpp:892: --- Begin node ---
input: "/network.0/network.0.0/attn/Reshape_2_output_0"
input: "onnx::Col2Im_386"
input: "onnx::Col2Im_261"
output: "/network.0/network.0.0/attn/Col2Im_output_0"
name: "/network.0/network.0.0/attn/Col2Im"
op_type: "Col2Im"
attribute {
  name: "dilations"
  ints: 1
  ints: 1
  type: INTS
}
attribute {
  name: "pads"
  ints: 1
  ints: 1
  ints: 1
  ints: 1
  type: INTS
}
attribute {
  name: "strides"
  ints: 2
  ints: 2
  type: INTS
}

error: parsers/onnx/ModelImporter.cpp:893: --- End node ---
error: parsers/onnx/ModelImporter.cpp:895: ERROR: parsers/onnx/builtin_op_static_checkers.cpp:802 In function checkCol2Im:
[8] false
error: parsers/onnx/ModelImporter.cpp:891: While parsing node number 66 [Col2Im -> "/network.0/network.0.1/attn/Col2Im_output_0"]:
error: parsers/onnx/ModelImporter.cpp:892: --- Begin node ---
input: "/network.0/network.0.1/attn/Reshape_2_output_0"
input: "onnx::Col2Im_386"
input: "onnx::Col2Im_261"
output: "/network.0/network.0.1/attn/Col2Im_output_0"
name: "/network.0/network.0.1/attn/Col2Im"
op_type: "Col2Im"
attribute {
  name: "dilations"
  ints: 1
  ints: 1
  type: INTS
}
attribute {
  name: "pads"
  ints: 1
  ints: 1
  ints: 1
  ints: 1
  type: INTS
}
attribute {
  name: "strides"
  ints: 2
  ints: 2
  type: INTS
}

error: parsers/onnx/ModelImporter.cpp:893: --- End node ---
error: parsers/onnx/ModelImporter.cpp:895: ERROR: parsers/onnx/builtin_op_static_checkers.cpp:802 In function checkCol2Im:
[8] false
error: parsers/onnx/ModelImporter.cpp:891: While parsing node number 103 [Col2Im -> "/network.0/network.0.2/attn/Col2Im_output_0"]:
error: parsers/onnx/ModelImporter.cpp:892: --- Begin node ---
input: "/network.0/network.0.2/attn/Reshape_2_output_0"
input: "onnx::Col2Im_386"
input: "onnx::Col2Im_261"
output: "/network.0/network.0.2/attn/Col2Im_output_0"
name: "/network.0/network.0.2/attn/Col2Im"
op_type: "Col2Im"
attribute {
  name: "dilations"
  ints: 1
  ints: 1
  type: INTS
}
attribute {
  name: "pads"
  ints: 1
  ints: 1
  ints: 1
  ints: 1
  type: INTS
}
attribute {
  name: "strides"
  ints: 2
  ints: 2
  type: INTS
}

error: parsers/onnx/ModelImporter.cpp:893: --- End node ---
error: parsers/onnx/ModelImporter.cpp:895: ERROR: parsers/onnx/builtin_op_static_checkers.cpp:802 In function checkCol2Im:
[8] false
error: parsers/onnx/ModelImporter.cpp:891: While parsing node number 644 [Add -> "outputs"]:
error: parsers/onnx/ModelImporter.cpp:892: --- Begin node ---
input: "/head/Gemm_output_0"
input: "/Mul_1_output_0"
output: "outputs"
name: "/Add_1"
op_type: "Add"

error: parsers/onnx/ModelImporter.cpp:893: --- End node ---
error: parsers/onnx/ModelImporter.cpp:895: ERROR: parsers/onnx/builtin_op_static_checkers.cpp:802 In function checkCol2Im:
[8] false

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