12 results found Sort:

chenzomi12
AISystem chenzomi12
1.3k
9.3k
apache-2.0
134
AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术
ai aisys dlsys mlsys aiinfra
Created 2022-09-22
1,354 commits to main branch, last one 21 hours ago
SymbioticLab
FedScale SymbioticLab
119
378
apache-2.0
11
FedScale is a scalable and extensible open-source federated learning (FL) platform.
icml osdi mlsys dataset pytorch benchmark deployment tensorflow distributed deep-learning machine-learning federated-learning
Created 2021-04-01
707 commits to master branch, last one 6 months ago
bytedance
byteir bytedance
38
325
apache-2.0
11
A model compilation solution for various hardware
llm llvm mlir onnx mlsys pytorch tensorflow
Created 2023-02-06
305 commits to main branch, last one 24 hours ago
sbu-fsl
kernel-ml sbu-fsl
25
222
apache-2.0
17
Machine Learning Framework for Operating Systems - Brings ML to Linux kernel
mlsys auto-tuning linux-kernel kernel-module machine-learning operating-systems
Created 2021-11-10
28 commits to main branch, last one 2 years ago
MLSysOps
Active-Learning-as-a-Service MLSysOps
17
212
apache-2.0
9
A scalable & efficient active learning/data selection system for everyone.
mlops mlsys automl pytorch deep-learning active-learning machine-learning
Created 2022-05-15
103 commits to main branch, last one 7 months ago
ml-energy
zeus ml-energy
23
178
apache-2.0
7
Deep Learning Energy Measurement and Optimization
mlsys energy deep-learning
Created 2022-08-13
253 commits to master branch, last one 17 days ago
xiyanghu
OSDT xiyanghu
11
97
mit
6
Optimal Sparse Decision Trees
mlsys python neurips python3 algorithm ml-system accelerate data-mining data-science interpretable-ml machine-learning acceleration-model algorithm-optimization
Created 2019-06-05
28 commits to master branch, last one about a year ago
jacopotagliabue
FREE_7773 jacopotagliabue
12
95
mit
6
Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).
nlp mlsys metaflow teaching
Created 2021-09-10
42 commits to main branch, last one about a year ago
HPMLL
BurstGPT HPMLL
4
77
cc-by-4.0
3
A GPT-3.5 & GPT-4 Workload Trace to Optimize LLM Serving Systems
llm mlsys dataset llm-serving
Created 2024-01-30
18 commits to main branch, last one 2 days ago
AmberLJC
FLsystem-paper AmberLJC
7
64
unknown
6
Federated Learning Systems Paper List
mlsys papers systems awesome-list machine-learning federated-learning
Created 2022-04-25
57 commits to main branch, last one 4 months ago
GuanhuaWang
sensAI GuanhuaWang
8
64
apache-2.0
9
sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
vgg mlsys sysml resnet cifar10 cifar-10 cifar100 imagenet cifar-100 imagenet1k mobilenet-v2 deep-learning shufflenet-v2 machine-learning cnn-classification distributed-systems deep-neural-networks distributed-deep-learning distributed-machine-learning
Created 2019-03-05
163 commits to master branch, last one 3 years ago
tanyuqian
redco tanyuqian
5
54
apache-2.0
2
NAACL '24 (Demo) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
jax ppo flax maml gemma llama mlsys fedavg mistral seq2seq flan-t5-xxl meta-learning diffusion-models image-captioning stable-diffusion model-parallelism federated-learning distributed-training large-language-models reinforcement-learning
Created 2022-12-19
609 commits to master branch, last one 20 hours ago