Working Notes: a commonplace notebook for recording & exploring ideas.
Home. Site Map. Subscribe. More at expLog.
Ml Debugging
- Collecting both my ideas and resources from around the web on ML Debugging tools.
- Debugging is
- Show me what's going on: visibility into the system.
- Ideally: cheap, always available, very reliable
- Let me tweak something and tell me if it fixed the problem.
- Ideally: fast, doesn't waste resources or time and proceeds from where the tweak was applied
- Tactics
- Tools
- Resources
- ICLR on debugging (2019) [[ICLR]]
- [[Amazon Sagemaker Debugger]]
— Kunal