bytedance / byteps
A high performance and generic framework for distributed DNN training
☆3,616Updated 11 months ago
Related projects: ⓘ
- An industrial deep learning framework for high-dimension sparse data☆4,251Updated last year
- A Flexible and Powerful Parameter Server for large-scale machine learning☆6,725Updated 8 months ago
- An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.☆2,783Updated last year
- It is open source ebook about TensorFlow kernel and implementation mechanism.☆2,893Updated last year
- OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.☆5,864Updated last week
- A lightweight parameter server interface☆1,531Updated last year
- Kubernetes-native Deep Learning Framework☆732Updated 7 months ago
- 腾讯高性能分布式图计算框架Plato☆1,902Updated 3 years ago
- Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.☆2,695Updated 8 months ago
- Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators.☆3,070Updated 2 weeks ago
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,158Updated 2 weeks ago
- A distributed graph deep learning framework.☆2,892Updated last year
- Open deep learning compiler stack for cpu, gpu and specialized accelerators☆11,602Updated this week
- An implementation of a deep learning recommendation model (DLRM)☆3,717Updated 3 months ago
- LightSeq: A High Performance Library for Sequence Processing and Generation☆3,169Updated last year
- MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba☆8,591Updated last week
- a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.☆1,466Updated last year
- Tutorial code on how to build your own Deep Learning System in 2k Lines☆2,002Updated 5 years ago
- Collective communications library with various primitives for multi-machine training.☆1,192Updated 2 months ago
- An Industrial Graph Neural Network Framework☆1,278Updated 2 months ago
- Bagua Speeds up PyTorch☆872Updated last month
- Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet☆3,051Updated 2 years ago
- A flexible, high-performance serving system for machine learning models☆6,160Updated this week
- Resource scheduling and cluster management for AI☆2,629Updated 3 months ago
- Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators☆1,518Updated 5 years ago
- An optimizer that trains as fast as Adam and as good as SGD.☆2,903Updated last year
- TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is …☆4,381Updated 2 weeks ago
- Optimized primitives for collective multi-GPU communication☆3,132Updated this week
- MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.☆4,911Updated 3 months ago
- FeatherCNN is a high performance inference engine for convolutional neural networks.☆1,208Updated 4 years ago