This is the Linux app named OptScale whose latest release can be downloaded as 2025060402-publicsourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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OptScale
DESCRIPTION
Run ML/AI or any type of workload with optimal performance and infrastructure cost. OptScale allows ML teams to multiply the number of ML/AI experiments running in parallel while efficiently managing and minimizing costs associated with cloud and infrastructure resources. OptScale MLOps capabilities include ML model leaderboards, performance bottleneck identification and optimization, bulk run of ML/AI experiments, experiment tracking, and more. The solution enables ML/AI engineers to run automated experiments based on datasets and hyperparameter conditions within the defined infrastructure budget. Certified FinOps solution with the best cloud cost optimization engine, providing rightsizing recommendations, Reserved Instances/Savings Plans, and dozens of other optimization scenarios. With OptScale, users get complete cloud resource usage transparency, anomaly detection, and extensive functionality to avoid budget overruns.
Features
- MLOps capabilities
- Documentation available
- FinOps adoption
- Examples available
- ML/AI task profiling and optimization
- PaaS and SaaS instrumentation and profiling
- ML/AI experiment tracking
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/optscale.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
