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PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

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## ❓ Question I used Torch-TensorRT to compile the torchscript model in C++. When compiling or loading torchtrt model, it displays many warnings. ``` WARNING: [Torch-TensorRT] - Detected this engine...

question

# Description - As is added in #2806 for C++ builds, enable `--release` flag for builds in `main` to enable correct nightly versioning on PyTorch index ## Type of change...

cla signed
needs-release-cherrypick

## ❓ Question I have a VIT model for object detection. The model inference speed in the tensort 8.5 environment is 190ms per frame. However when I updated to TensorRT...

question

## Bug Description Installed nightly and got OSError: libnvinfer_plugin.so.10: cannot open shared object file: No such file or directory ## To Reproduce ``` pip install -U --pre torch_tensorrt --index-url https://download.pytorch.org/whl/nightly/cu121...

bug

**Is your feature request related to a problem? Please describe.** There are some cases where taking the extra step of wrapping a torch layer or pytorch custom op in a...

feature request

Cherry-pick rand converter for release/2.3

component: tests
component: conversion
component: api [Python]
cla signed
component: dynamo

# Description cherry pick of #2832 ## Type of change Please delete options that are not relevant and/or add your own. - Bug fix (non-breaking change which fixes an issue)...

component: conversion
component: api [Python]
component: runtime
cla signed
component: dynamo

## Bug Description hi i see the following error - it looks like the torch.compile worked fine but when i invoke the prediction after that it errors out: ``` [INFO...

bug

# Description Cherry pick a previous commit. # Checklist: - [ ] My code follows the style guidelines of this project (You can use the linters) - [ ] I...

documentation
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# Description - Cherry-pick of #2821 ## Type of change - Cherry-pick # Checklist: - [ x ] My code follows the style guidelines of this project (You can use...

cla signed