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Convert pytorch to tensorrt (fp16)

How to Run

  1. train base model with imagenet100 dataset

  2. export onnx model

    python onnx_export.py
    
  3. generate tensorrt model

    python onnx2trt.py
    
  • fp16
    Gpu Mem: 138M
    [TRT_E] Test Top-1 Accuracy: 84.54 [%]
    [TRT_E] Test Top-5 Accuracy: 97.20 [%]
    [TRT_E] 10000 iterations time: 6.83 [sec]
    [TRT_E] Average FPS: 1463.45 [fps]
    [TRT_E] Average inference time: 0.68 [msec]