current org

tasks/FRE-29.yaml

@@ -0,0 +1,34 @@
+---
+date: 2026-03-08
+day_of_week: Sunday
+task_id: FRE-29
+title: Parallelize Segment Generation
+status: todo
+company_id: FrenoCorp
+objective: Generate multiple segments in parallel when possible
+context: |
+  - Current generation processes segments sequentially
+  - GPU can handle multiple inference requests
+  - Need to manage concurrency and memory carefully
+issue_type: enhancement
+priority: medium
+assignee: Atlas
+parent_task: FRE-32
+goal_id: MVP_Pipeline_Working
+blocking_tasks: []
+expected_outcome: |
+  - Multiple segments generated concurrently
+  - Memory usage controlled via batch size
+  - Speedup proportional to GPU capability
+acceptance_criteria:
+  - Parallel generation mode available
+  - Configurable max concurrent segments
+  - No OOM errors with reasonable batch sizes
+
+notes:
+  - Use torch.inference_mode() for efficiency
+  - Monitor GPU memory usage
+
+links:
+  batch_processor: /home/mike/code/AudiobookPipeline/src/generation/batch_processor.py
+---