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support torch2trt() conversion for TensorRt 8.0; #581

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support torch2trt() conversion for TensorRt 8.0; #581

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@aRibra aRibra commented Jun 30, 2021

  • support torch2trt() conversion for TensorRT 8.0;
  • fix unit tests for TensorRT 8.0;
  • fixed Warning: Encountered known unsupported method torch.Tensor.__imod__ when using imod [ x %= y ];
  • fix tensorrt 8.0 api incompatibility in convert_interpolate_trt8() for choosing resize type trt.ResizeCoordinateTransformation.ALIGN_CORNERS.

Unit tests output

NUM_TESTS: 313
NUM_SUCCESSFUL_CONVERSION: 313
NUM_FAILED_CONVERSION: 0
NUM_ABOVE_TOLERANCE: 1

System info

PyTorch 1.9.0+cu111
Cuda 11.1
TensorRT 8.0.0.3
Platform Ubuntu 18.04.1 kernel 5.4.0-77-generic
GPU RTX 3090

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aRibra commented Jul 14, 2021

Update

Unit tests output after commit 1886d25

NUM_TESTS: 313
NUM_SUCCESSFUL_CONVERSION: 313
NUM_FAILED_CONVERSION: 0
NUM_ABOVE_TOLERANCE: 1

@jaybdub jaybdub mentioned this pull request Jul 19, 2021
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aRibra commented Sep 20, 2021

Commit 4d4cb7e
Applied changes from chitoku@8b9fb46

orilador and others added 9 commits October 18, 2021 13:54
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@aRibra @orilador