nn VS TensorRT

Compare nn vs TensorRT and see what are their differences.

nn

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠 (by lab-ml)
Deep Learning deep-learning-tutorial Pytorch Gan Transformers reinforcement-learning Optimizers neural-networks Transformer Machine Learning attention literate-programming
Source Code
nn.labml.ai
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TensorRT

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT (by pytorch)
Tensorrt libtorch Machine Learning Pytorch Deep Learning Jetson Nvidia Cuda
Source Code
pytorch.org
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nn TensorRT
26 5
48,004 2,340
8.5% 3.7%
7.7 9.5
about 1 month ago 2 days ago
Jupyter Notebook Python
MIT License BSD 3-clause "New" or "Revised" License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

nn

Posts with mentions or reviews of nn. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-01-09.

TensorRT

Posts with mentions or reviews of TensorRT. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-02-06.

What are some alternatives?

When comparing nn and TensorRT you can also consider the following projects:

GFPGAN-for-Video-SR - A colab notebook for video super resolution using GFPGAN

torch2trt - An easy to use PyTorch to TensorRT converter

labml - 🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

functorch - functorch is JAX-like composable function transforms for PyTorch.

cutlass - CUDA Templates for Linear Algebra Subroutines

ZoeDepth - Metric depth estimation from a single image

onnx-simplifier - Simplify your onnx model

TensorRT - NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

Basic-UI-for-GPT-J-6B-with-low-vram - A repository to run gpt-j-6b on low vram machines (4.2 gb minimum vram for 2000 token context, 3.5 gb for 1000 token context). Model loading takes 12gb free ram.

transformer-deploy - Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀

nn vs GFPGAN-for-Video-SR TensorRT vs torch2trt nn vs labml TensorRT vs onnxruntime nn vs functorch TensorRT vs cutlass nn vs ZoeDepth TensorRT vs onnx-simplifier nn vs onnx-simplifier TensorRT vs TensorRT nn vs Basic-UI-for-GPT-J-6B-with-low-vram TensorRT vs transformer-deploy