jetson-voice
TensorRT
| jetson-voice | TensorRT | |
|---|---|---|
| 1 | 5 | |
| 168 | 2,348 | |
| - | 2.1% | |
| 0.0 | 9.5 | |
| 3 months ago | 3 days ago | |
| Python | Python | |
| - | BSD 3-clause "New" or "Revised" License |
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jetson-voice
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Dusty-nv containers on Orin Nano
I've had some trouble running them on a regular Jetson nano. Specifically https://github.com/dusty-nv/jetson-voice. Has anyone tried them with Orin Nano?
TensorRT
- Learn TensorRT optimization
- I made TensorRT example. I hope this will help beginners. And I also have a question about TensorRT best practice.
- [P] [D] I made TensorRT example. I hope this will help beginners. And I also have a question about TensorRT best practice.
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[P] 4.5 times faster Hugging Face transformer inference by modifying some Python AST
Have you tried the new Torch-TensorRT compiler from NVIDIA?
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PyTorch 1.10
You can quantize your model to FP16 or Int8 using PTQ as well and it should give you an additional speed up inference wise.
Here is a tutorial[2] to leverage TRTorch.
[1] https://github.com/NVIDIA/TRTorch/tree/master/core
What are some alternatives?
jetson-voice - ASR/NLP/TTS deep learning inference library for NVIDIA Jetson using PyTorch and TensorRT
torch2trt - An easy to use PyTorch to TensorRT converter
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TensorRT - NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.
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