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>

2026-04-10 20:36:03 +02:00

..

argo-compile-deploy.sh

feat(infra): Argo workflow templates, drop cuDNN, GPU hotpath fixes

2026-03-12 01:44:03 +01:00

argo-download.sh

feat: parameterized Argo WorkflowTemplate for Databento downloads

2026-03-31 22:40:37 +02:00

argo-test.sh

scripts: add argo-test.sh CLI wrapper for GPU test workflow

2026-03-13 11:56:56 +01:00

argo-train.sh

feat: unified Argo train workflow — replace 7 templates with 1

2026-04-10 20:36:03 +02:00

build_docker_images.sh

…

check-gpu-availability.sh

fix(ml): cast Bellman target to F32 before TD error sub on BF16 GPUs

2026-03-04 15:29:15 +01:00

cuda-kernel-guard.sh

feat: CUDA kernel guard + ruflo hooks for subagent monitoring

2026-03-31 01:33:31 +02:00

deploy-secrets.sh

scripts: add deploy-secrets.sh for Scaleway Secrets Manager integration

2026-03-01 23:41:13 +01:00

devpod-setup.sh

…

docker-init-migrations.sh

…

enforce_coverage.sh

refactor: update K8s, CI, Docker, Prometheus, scripts, and FXT CLI for api rename

2026-03-04 23:46:36 +01:00

entrypoint-generic.sh

…

generate_dev_certs.sh

refactor: update K8s, CI, Docker, Prometheus, scripts, and FXT CLI for api rename

2026-03-04 23:46:36 +01:00

generate-training-pipeline.sh

feat(ml): add manually-triggered GitLab CI training pipeline

2026-02-26 09:04:58 +01:00

gpu-hotpath-guard.sh

fix(cuda): shmem tile overflow → CUDA_ERROR_ILLEGAL_ADDRESS on RTX 3050

2026-03-17 08:34:51 +01:00

gpu-hotpath-hook.sh

feat: CUDA kernel guard + ruflo hooks for subagent monitoring

2026-03-31 01:33:31 +02:00

health-check.sh

…

init-db-dev.sql

…

init-db.sql

…

pre-commit-hook.sh

feat(dqn): enable Branching DQN with 45 factored actions (5×3×3)

2026-03-11 22:00:13 +01:00

prepare-sqlx-offline.sh

…

ptx-cache-invalidate.sh

fix(ci): PTX cache invalidation includes build.rs + all kernel dirs

2026-03-29 21:01:03 +02:00

refresh-test-data.sh

infra: add populate-test-data job and refresh script

2026-03-13 11:54:22 +01:00

safe-node-replace.sh

infra: VPC gateway in Terraform + DNS deadlock prevention

2026-03-19 00:38:20 +01:00

setup-database.sh

refactor: update scripts for kebab-case service binary names

2026-03-04 22:08:31 +01:00

start-fxt.sh

…

start.sh

refactor: update scripts for kebab-case service binary names

2026-03-04 22:08:31 +01:00

stop.sh

refactor: update scripts for kebab-case service binary names

2026-03-04 22:08:31 +01:00

validate_data_quality.sh

refactor: update scripts for kebab-case service binary names

2026-03-04 22:08:31 +01:00