Problem Statement

Memory leak:

• Unbounded growth
• OOM crashes
• Cannot train

Business Impact: Cannot train
Technical Impact: Memory leak

Root Cause Analysis

No cleanup. Accumulation of tensors.

Solution Overview

1. Cleanup: proper cleanup
2. Profiling: memory profiling
3. Optimization: optimize usage
4. Monitoring: memory monitoring
5. Testing: memory tests

Type of Change

• Bug fix: Memory management

Testing Done

• Leak test: no leak
• Profiling test: stable
• Training test: completes

Related Issue

Relates to stability

Suggested Labels

bug, memory, stability, gssoc26