ljk628 / ML-SystemsLinks
papers on scalable and efficient machine learning systems
☆192Updated 6 years ago
Alternatives and similar repositories for ML-Systems
Users that are interested in ML-Systems are comparing it to the libraries listed below
Sorting:
- Papers and blogs related to distributed deep learning☆96Updated 7 years ago
- (Spring 2017) Assignment 2: GPU Executor☆62Updated 8 years ago
- DAWNBench: An End-to-End Deep Learning Benchmark and Competition☆262Updated 4 years ago
- Deep learning system course☆215Updated 6 years ago
- Benchmarking State-of-the-Art Deep Learning Software Tools☆169Updated 7 years ago
- DeepArchitect: Automatically Designing and Training Deep Architectures☆147Updated 5 years ago
- GPU-specialized parameter server for GPU machine learning.☆101Updated 7 years ago
- Code repository for the paper "Hyperparameter Optimization: A Spectral Approach" by Elad Hazan, Adam Klivans, Yang Yuan.☆173Updated 6 years ago
- Stuff I uploaded to share online or to access from a different machine☆174Updated 2 years ago
- MultiGPU enabled image generative models (GAN and DCGAN)☆206Updated 4 years ago
- videos, slides, and others from NIPS 2017☆180Updated 7 years ago
- Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)☆182Updated 6 years ago
- Just-in-time Dynamic Batching with MXNet Gluon.☆52Updated 5 years ago
- A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2016☆223Updated 8 years ago
- PMLS-Caffe: Distributed Deep Learning Framework for Parallel ML System☆194Updated 7 years ago
- An example of data parallelism and async updates of parameter in tensorflow.☆121Updated 6 years ago
- A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).☆206Updated 6 years ago
- Tensorflow implementation of SGD with Coupled Adaptive Batch Size (CABS)☆43Updated 8 years ago
- Tutorial code on how to build your own Deep Learning System in 2k Lines☆125Updated 8 years ago
- Benchmarks for several RNN variations with different deep-learning frameworks☆169Updated 6 years ago
- A tutorial on 'Soft weight-sharing for Neural Network compression' published at ICLR2017☆145Updated 8 years ago
- Some tensorflow examples☆19Updated 7 years ago
- (Spring 2018) Assignment 2: Graph Executor with TVM☆123Updated 7 years ago
- Off the convex path☆67Updated 2 years ago
- Reference caffe implementation of LSUV initialization☆113Updated 7 years ago
- auto-tuning momentum SGD optimizer☆288Updated 6 years ago
- ☆265Updated 6 years ago
- https://2017.icml.cc/Conferences/2017/Schedule☆71Updated 7 years ago
- FRED simulator and associated paper☆26Updated 9 years ago
- Sublinear memory optimization for deep learning, reduce GPU memory cost to train deeper nets☆308Updated 7 years ago