Overview
Overview
ClearML Agent is a powerful ML task runner that automates the execution of machine learning experiments, training jobs, and data processing pipelines. It seamlessly integrates with your existing ML workflow to provide scalable, distributed compute orchestration.
Features
- Automated task scheduling and execution with resource management
- Support for GPU/CPU workloads with dynamic scaling
- Integration with popular ML frameworks (PyTorch, TensorFlow, Scikit-learn)
- Real-time monitoring and logging of running experiments
- Queue-based task distribution across multiple workers
- Docker containerization for consistent environments
Getting Started
Deploy the agent container and connect it to your ClearML server. Configure resource requirements and start submitting ML tasks through the ClearML SDK or web interface. The agent will automatically pull and execute queued tasks.
Disclaimer: This software is open-source and distributed under its own licensing terms. It is not affiliated with, endorsed by, or sponsored by the upstream project maintainers. Provided "as is" without warranty. Users utilize this software at their own risk and are responsible for compliance with applicable regulations.
Highlights
- Automated ML experiment execution with GPU/CPU support
- Scalable task distribution across multiple compute nodes
- Seamless integration with popular ML frameworks
Details
Introducing multi-product solutions
You can now purchase comprehensive solutions tailored to use cases and industries.
Features and programs
Financing for AWS Marketplace purchases
Pricing
Free trial
Dimension | Description | Cost/hour |
|---|---|---|
t3.medium Recommended | t3.medium instance | $0.01 |
t3.micro | t3.micro instance | $0.00 |
t3.large | t3.large instance | $0.01 |
m5.large | m5.large instance | $0.01 |
r5.large | r5.large instance | $0.01 |
m5.xlarge | m5.xlarge instance | $0.01 |
Vendor refund policy
No refunds. Cancel anytime. Contact support@waltsoft.net .
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Legal
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Content disclaimer
Delivery details
64-bit (x86) Amazon Machine Image (AMI)
Amazon Machine Image (AMI)
An AMI is a virtual image that provides the information required to launch an instance. Amazon EC2 (Elastic Compute Cloud) instances are virtual servers on which you can run your applications and workloads, offering varying combinations of CPU, memory, storage, and networking resources. You can launch as many instances from as many different AMIs as you need.
Version release notes
ClearML Agent - ML Task Runner by Waltsoft.
Additional details
Usage instructions
SSH in, access at http://<public-ip>:8008
Support
Vendor support
For technical support, email support@waltsoft.net or visit
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.