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Pipeline update to rsync at 25 epochs

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Johnny Fernandes
2026-04-30 16:26:25 +01:00
parent 7417267117
commit 14aed699ed
3 changed files with 3 additions and 3 deletions
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README.md
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@@ -100,7 +100,7 @@ That command:
- uploads `data/` when `--upload-data` is set - uploads `data/` when `--upload-data` is set
- runs `python3 classifier/run.py ...` - runs `python3 classifier/run.py ...`
- downloads `classifier/outputs/` - downloads `classifier/outputs/`
- for generator runs, rsyncs `generator/outputs/` back every 50 epochs and again at completion - for generator runs, rsyncs `generator/outputs/` back every 25 epochs and again at completion
- destroys the instance automatically unless `--keep-on-failure` is set - destroys the instance automatically unless `--keep-on-failure` is set
Useful commands: Useful commands:
pipeline/README.md
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@@ -1,6 +1,6 @@
# Pipeline # Pipeline
Orchestrates ephemeral Vast.ai GPU instances: searches for an offer, creates the instance, syncs the project, trains, downloads `outputs/`, and destroys the instance automatically. Generator runs also rsync `generator/outputs/` every 50 epochs while training is still running. Orchestrates ephemeral Vast.ai GPU instances: searches for an offer, creates the instance, syncs the project, trains, downloads `outputs/`, and destroys the instance automatically. Generator runs also rsync `generator/outputs/` every 25 epochs while training is still running.
## One-time setup ## One-time setup
pipeline/orchestrator.py
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@@ -74,7 +74,7 @@ EUROPE_REGION_CODES = {
} }
# How often (in epochs) to rsync generator outputs back during training # How often (in epochs) to rsync generator outputs back during training
_GENERATOR_SYNC_INTERVAL = 50 _GENERATOR_SYNC_INTERVAL = 25
# Raised when the user aborts interactive offer selection # Raised when the user aborts interactive offer selection