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PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

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# Description Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context. List any dependencies that are required for this change....

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**Is your feature request related to a problem? Please describe.** Compare ONNX vs ATen subgraph perf **Describe the solution you'd like** **Describe alternatives you've considered** **Additional context**

feature request

## Bug Description This fixed temporary [file path](https://github.com/pytorch/TensorRT/blob/ca0765c444af2ddd6cc4c6d0361887f95f2208d9/tests/py/dynamo/models/test_export_serde.py#L20) used by all tests will cause racing condition if tests are running in parallel. ## Expected behavior Tests should be fine if...

bug
component: tests

**Is your feature request related to a problem? Please describe.** **Describe the solution you'd like** If I have multiple custom ops, I can create a plugin for each, but each...

feature request

…or folks locally # Description The lock file had a stale version of torch in it and some symbols got shifted around. Caused the C++ build to use latest but...

component: build system
cla signed

## Bug Description ## To Reproduce Steps to reproduce the behavior: 1. Install the torch_tensorrt wheels found at https://pypi.jetson-ai-lab.io/jp6/cu126 (2.8 for cu126) on a Jetson Orin Nano running Jetpack 6.2...

bug

The PR addresses 1. Llama3 end to end example with complex graph lowering 2. Removal of hardcoded components of rotary embedding example

component: lowering
component: api [Python]
component: runtime
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component: dynamo
component: torch_compile

TRT-LLM installation tool for distributed 1. The download is to be done by only one GPU to avoid unnecessary downloads 2. Use of lock files in the tool for the...

component: tests
component: api [Python]
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**Is your feature request related to a problem? Please describe.** We support generating JIT QDP plugins automatically from PyTorch custom op registrations, but the performance makes them pretty unusable. Therefore...

feature request

## TL;DR ## Goal(s) ## Tasks ```[tasklist] ### Tasks ``` ## Additional context

Story