jgrusewski
445c2197f2
feat: unified Argo train workflow — replace 7 templates with 1
New: train-template.yaml with smart caching:
- ensure-binary: checks /data/bin/{sha}/ on PVC, compiles only on cache miss
- ensure-fxcache: runs precompute only if cache doesn't exist
- gpu-warmup: parallel autoscale during compile
- hyperopt → train-best → evaluate → upload-results
Deleted 7 redundant templates:
- compile-and-train-template.yaml
- train-dqn-template.yaml
- train-baseline-rl-template.yaml
- train-supervised-template.yaml
- training-workflow-template.yaml
- precompute-features-template.yaml
- train-ppo-template.yaml
Deleted: scripts/argo-precompute.sh (absorbed into ensure-fxcache step)
Rewritten: scripts/argo-train.sh (single template, --sha for commit pinning)
Updated: kustomization.yaml
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>