MNN
oneflow
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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.
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MNN
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What’s New in TensorFlow 2.10?
There are a ton of mobile deployment options that support PyTorch+TF models. It's hard to argue TFLite is the best.
oneflow
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[P]OneFlow v0.9.0 Came Out!
Found relevant code at https://github.com/Oneflow-Inc/oneflow + all code implementations here
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Probably the Fastest Open Source Stable Diffusion is released
OneFlow URL：https://github.com/Oneflow-Inc/oneflow/
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[D] What framework are you using?
No other options?:) We are developing a new distributed DL framework called OneFlow, which is faster than other frameworks and easier to use. Now it provides more and better PyTorch compatible APIs.
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[P]OneFlow v0.8.0 Came Out!
Code for https://arxiv.org/abs/2110.15032 found: https://github.com/Oneflow-Inc/oneflow
We are thrilled to announce the new release of OneFlow, which is a deep learning framework designed to be user-friendly, scalable and efficient. OneFlow v0.8.0 update contains 523 commits. For the full changlog, please check out: https://github.com/Oneflow-Inc/oneflow/releases/tag/v0.8.0.
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OneFlow: Redesign the Distributed Deep Learning Framework from Scratch[P]
Code for https://arxiv.org/abs/2110.15032 found: https://github.com/Oneflow-Inc/oneflow
Code: https://github.com/Oneflow-Inc/oneflow
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[D] Deep Learning Framework Benchmark
Great. Maybe you can also try our project OneFlow, which is a performance-centered deep learning framework.
What are some alternatives?
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
tensorflow - An Open Source Machine Learning Framework for Everyone
ML-examples - Arm Machine Learning tutorials and examples
flashlight - A C++ standalone library for machine learning
stable-diffusion-webui - Stable Diffusion web UI
kompute - General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.
OpenMLDB - OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.
serving - A flexible, high-performance serving system for machine learning models
dl_bench
elbencho - A distributed storage benchmark for file systems, object stores & block devices with support for GPUs