RAM issue in Ray

[divyankgarg]

How to fix the constantly growing memory usage of ray?
Why RAM keep on exceeding to huge amount and then it show memory issue while performing some ray tune functions? We even though close and shutdown ray in other notebooks but then also memory do not decreases.

[rliaw]

@divyankgarg

Why RAM keep on exceeding to huge amount and then it show memory issue while performing some ray tune functions? We even though close and shutdown ray in other notebooks but then also memory do not decreases.

Which process is the cause of the memory leak?

[sangcho]

Here’s also a document for the memory management https://docs.ray.io/en/latest/memory-management.html

[bzs]

I’ve seen SAC mem usage grow up to 30GB on 1.0.1.post1

[rllib] SAC RAM Memory Leak

[sangcho]

@divyankgarg Could you follow up richard’s question?