Drogon-torch-serve
torchRL
| Drogon-torch-serve | torchRL | |
|---|---|---|
| 6 | 1 | |
| 26 | 4 | |
| - | - | |
| 0.0 | 0.0 | |
| over 1 year ago | almost 2 years ago | |
| C++ | C++ | |
| MIT License | MIT License |
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.
Drogon-torch-serve
-
Neural nets in production systems
https://github.com/SABER-labs/Drogon-torch-serve example for serving torchscript model using Drogon C++ server, can be modified to serve ONNX instead.
-
What projects are you currently working on?
Working on https://github.com/SABER-labs/Drogon-torch-serve, a libtorch + Drogon model server, currently 12x faster than fastapi + pytorch, learning c++20 co-routines, multi-threaded communication, batch inference etc while doing the project.
- Serve Torch models using Drogon for higher throughput / lower latency
- Show HN: Serve Torch Models Using Drogon
- GitHub - SABER-labs/Drogon-torch-serve: Serve torch models using Drogon
torchRL
What are some alternatives?
LibtorchTutorials - This is a code repository for pytorch c++ (or libtorch) tutorial.
SegmentationCpp - A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.
AECforWebAssembly - A port of ArithmeticExpressionCompiler from x86 to WebAssembly, so that the programs written in the language can run in a browser. The compiler has been rewritten from JavaScript into C++.
muzero-cpp - A C++ pytorch implementation of MuZero
geodesic_raytracing
snakeAI - testing MLP, DQN, PPO, SAC, policy-gradient by snake
RESTinio - Cross-platform, efficient, customizable, and robust asynchronous HTTP(S)/WebSocket server C++ library with the right balance between performance and ease of use
open_spiel - OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
vowpal_wabbit - Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.