EdgeML
frugally-deep
EdgeML | frugally-deep | |
---|---|---|
1 | 5 | |
1,541 | 1,045 | |
0.8% | - | |
0.0 | 8.0 | |
about 1 month ago | 16 days ago | |
C++ | C++ | |
GNU General Public License v3.0 or later | 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.
EdgeML
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Great Quantization Libraries? [D]
There is compiler from microsoft called SEEDOT https://github.com/microsoft/EdgeML/tree/master/tools/SeeDot , very good for 8bit , not sure for 4bit , what is usecase you compile it down to 4 bit systems
frugally-deep
- Frugally-deep: Header-only library for using Keras (TensorFlow) models in C++
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Ask HN: What side projects landed you a job?
The interview for my current job first went mediocre, but by talking about frugally-deep (a side project of mine) I was able to excite my (now) employer. :-)
https://github.com/Dobiasd/frugally-deep
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Way to convert keras based model to C++.
Did you work through the FAQ here: https://github.com/Dobiasd/frugally-deep/blob/master/FAQ.md
- Handwritten digit recognition using CircuitPython, Raspberry Pi Pico, OV7670 and 120x160 TFT LCD. r/circuitpython - Handwritten digit recognition using CircuitPython, Raspberry Pi Pico, OV7670 and 120x160 TFT LCD.
What are some alternatives?
tinyengine - [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
MetisFL - The first open Federated Learning framework implemented in C++ and Python.
tensorflow - An Open Source Machine Learning Framework for Everyone
nebuly - The user analytics platform for LLMs
tiny-cnn - header only, dependency-free deep learning framework in C++14
vit.cpp - Inference Vision Transformer (ViT) in plain C/C++ with ggml
Taskflow - A General-purpose Parallel and Heterogeneous Task Programming System
Genann - simple neural network library in ANSI C
nano
Native System Automation - Native cross-platform system automation
Veles - Distributed machine learning platform