-
InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
To tackle the problem of long and expensive HPT workflows, our team at Petuum collaborated with Microsoft to integrate AdaptDL with Neural Network Intelligence (NNI). AdaptDL is an open-source tool in the CASL (Composable, Automatic, and Scalable Learning) ecosystem. AdaptDL offers adaptive resource management for distributed clusters, and reduces the cost of deep learning workloads ranging from a few training/tuning trials to thousands. NNI from the Microsoft open-source community, is a toolkit for automatic machine learning (AutoML) and hyper-parameter tuning.
Related posts
-
[Discussion] Open source scheduler and queuing system for model training/inferencing tasks?
-
Reduce cost by 3x in the cloud and improve GPU usage in shared clusters with AdaptDL for PyTorch
-
[D] Anyone deploy DL models with AWS Lambda? Trying to estimate costs
-
SB-1047 will stifle open-source AI and decrease safety
-
Getting Started with Gemma Models