SymbioticLab/ModelKeeper

Stars
31
Rank 820,005 (Top 17 %)
Language
Python
Created almost 4 years ago
Updated almost 2 years ago

SymbioticLab/ModelKeeper

SymbioticLab

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup

FedScale

FedScale is a scalable and extensible open-source federated learning (FL) platform.

Infiniswap

Infiniswap enables unmodified applications to efficiently use disaggregated memory.

Tiresias

Tiresias is a GPU cluster manager for distributed deep learning training.

Salus

Fine-grained GPU sharing primitives

Jupyter Notebook

Oort

Oort: Efficient Federated Learning via Guided Participant Selection

Oobleck

A resilient distributed training framework

Zeus

A Framework for Deep Learning Energy Measurement and Optimization

Leap

Prefetching and efficient data path for memory disaggregation

Justitia

Justitia provides RDMA isolation between applications with diverse requirements.

Hydra

Hydra adds resilience and high availability to remote memory solutions.

Sol

A Federated Execution Engine for Fast Distributed Computation Over Slow Networks

Aequitas

Aequitas enables RPC-level QoS in datacenter networks.

Kayak

Proactive-adaptive arbitration between shipping compute and shipping data

Fluid

A Generic Resource-Aware Hyperparameter Tuning Execution Engine

tensorflow-salus

tensorflow fork with Salus integration

frdma_benchmark

SymbioticLab.github.io

SymbioticLab website

Memtrade

rdmaMQ