Files
foxhunt/scripts/argo-nsys.sh
jgrusewski 0d630c799e fix(argo): nsys upload to foxhunt-training-results bucket (real bucket name)
The original target 'foxhunt-training-artifacts' (cloned from
train-multi-seed-template) does not exist on the cluster MinIO.
Available production buckets: foxhunt-models, foxhunt-training-data,
foxhunt-training-results, foxhunt-binaries, foxhunt-backups,
foxhunt-gitlab-{artifacts,packages,registry}.

foxhunt-training-results is the right home for profiling artefacts
(model evaluation outputs already land there). Upload path is now
foxhunt-training-results/profiles/smoke/<short-sha>/profile-<pod>.nsys-rep.

Note: train-multi-seed-template has the same bucket-name typo —
production --profile uploads have been silently failing. Out of scope
for this commit, separate fix needed there.
2026-04-28 22:56:31 +02:00

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#!/usr/bin/env bash
# Run a smoke test under Nsight Systems profiling on L40S via Argo Workflows.
#
# Output: .nsys-rep uploaded to MinIO at
# foxhunt-training-results/profiles/smoke/<short-sha>/profile-<pod>.nsys-rep
#
# Download + open:
# mc cp foxhunt/foxhunt-training-results/profiles/smoke/<sha>/profile.nsys-rep .
# nsys-ui profile.nsys-rep
#
# Why L40S not local: the laptop GPU has no nsys-ui counters bound and
# limited VRAM. L40S has all the counters and ample headroom; nsys overhead
# is typically ~5-10% so runtime stays close to native.
#
# Usage:
# ./scripts/argo-nsys.sh # performance::test_real_data_single_epoch
# ./scripts/argo-nsys.sh --test magnitude_distribution # different test
# ./scripts/argo-nsys.sh --multi-fold # exercise fold-boundary code
# ./scripts/argo-nsys.sh --watch
#
# Requires: argo CLI
set -euo pipefail
TEST_NAME="performance::test_real_data_single_epoch"
COMMIT_REF="HEAD"
GPU_POOL=""
EXTRA_ARGS=""
WATCH=false
usage() {
cat <<EOF
Usage: $(basename "$0") [OPTIONS]
Wraps a smoke test under nsys profile on L40S. Output uploaded to MinIO.
Options:
--test <name> Smoke test name (default: $TEST_NAME)
Common values:
performance::test_real_data_single_epoch
iqn_quantile_monotonicity::iqn_multi_quantile_heads_produce_monotonic_estimates
multi_fold_convergence::test_multi_fold_convergence
magnitude_distribution::test_magnitude_distribution
--multi-fold Shortcut: --test multi_fold_convergence::test_multi_fold_convergence
Exercises fold-boundary code paths (IQN sync, aux Adam reset).
--ref <ref> Git ref to test (default: HEAD)
--gpu-pool <pool> GPU node pool (default: ci-training-l40s)
--extra-args <args> Pass-through args to nsys profile.
Default: "--trace=cuda,nvtx,osrt --gpu-metrics-devices=0
--gpu-metrics-set=ga10x"
For range capture: "--capture-range=cudaProfilerApi"
For more detail: "--cuda-memory-usage=true --cudabacktrace=all"
--watch Follow workflow logs
-h, --help Show this help
EOF
exit 0
}
while [[ $# -gt 0 ]]; do
case $1 in
--test) TEST_NAME="$2"; shift 2 ;;
--multi-fold) TEST_NAME="multi_fold_convergence::test_multi_fold_convergence"; shift ;;
--ref) COMMIT_REF="$2"; shift 2 ;;
--gpu-pool) GPU_POOL="$2"; shift 2 ;;
--extra-args) EXTRA_ARGS="$2"; shift 2 ;;
--watch) WATCH=true; shift ;;
-h|--help) usage ;;
*) echo "Unknown option: $1"; usage ;;
esac
done
if [ "$COMMIT_REF" = "HEAD" ]; then
COMMIT_REF=$(git rev-parse HEAD)
fi
CMD="argo submit -n foxhunt --from=wftmpl/nsys-test"
CMD="$CMD -p commit-ref=$COMMIT_REF"
CMD="$CMD -p test-name=$TEST_NAME"
[[ -n "$GPU_POOL" ]] && CMD="$CMD -p gpu-pool=$GPU_POOL"
[[ -n "$EXTRA_ARGS" ]] && CMD="$CMD -p nsys-extra-args=\"$EXTRA_ARGS\""
if $WATCH; then
CMD="$CMD --watch"
fi
echo "Submitting nsys workflow..."
echo " commit: $(echo "$COMMIT_REF" | cut -c1-8)"
echo " test: $TEST_NAME"
[[ -n "$EXTRA_ARGS" ]] && echo " extra: $EXTRA_ARGS"
echo ""
eval "$CMD"