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Description I'm trying to run benchmarking using TensorRT 8.0.1 using trtexec, and I receive the following error when setting more than one stream. Command: trtexec --loadEngine=model-fp32.engine --shapes=input_tensor:0:1x300x300x3 --str...
Downloading TensorRT Build Download TensorRT OSS git clone -b main https://github.com/nvidia/TensorRT TensorRT cd TensorRT git submodule update --init --recursive (Optional - if not using TensorRT container) Specify the TensorRT GA release build path If using the TensorRT OSS build container, Ten...
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Looks like you’re using a very old version of the TensorRT. We recommend you please use the latest version of the TensoRT 8.4. https://developer.nvidia.com/nvidia-tensorrt-8x-download If you still face this issue, please share with issue repro ONNX model and minimal...
YOLOv5 engine, quantified in INT8 with calibration, using EfficientDet scripts. (not sure if it is well calibrated) 2) What I would like to have: I would like to have a scipt to run inference on YOLOv5 and get the mAP using TensorRT. ...
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The TensorRT engines generated by this tao-converter are specific to the GPU that it was generated on. So, based on the platform that the model is being deployed to, you will need to download the specific version of the tao-converter and generate the engine there. The TAO models from TAO...
具体可以看这个pull request: Tensorrt Mix Precision or INT8 conversion, mix precision almost same size and speed with INT8, but better precision, the converted model have good detection result with …