4d1d8ffa25
Two new one-shot WorkflowTemplates for validating smoke tests under GPU-instrumentation tools that don't fit in the laptop's 4 GB VRAM: - `sanitizer-test`: wraps cargo test smoke under `compute-sanitizer --tool=memcheck|racecheck|synccheck|initcheck` with --target-processes all so multi_fold_convergence's spawned `train_baseline_rl` subprocess is also instrumented. Pre-builds train_baseline_rl example to avoid sanitizer instrumenting cargo/rustc on the inner spawn. Triages internal-vs-real errors and exits non-zero only on real bugs. - `nsys-test`: wraps cargo test smoke under `nsys profile`. Captures CUDA + NVTX + osrt traces with GPU metrics (ga10x set). Uploads .nsys-rep to MinIO at foxhunt-training-artifacts/profiles/smoke/<short-sha>/, mirroring the existing Plan 5 Task 3 production-training profile pattern in train-multi-seed-template. Wrapper scripts: - scripts/argo-sanitizer.sh — `argo submit` wrapper, supports --multi-fold shortcut for fold-boundary code paths (IQN sync, aux Adam reset, iqn_readiness reset, MSE clamp) that single-fold tests cannot exercise. - scripts/argo-nsys.sh — same shape as argo-sanitizer.sh, default test is performance::test_real_data_single_epoch for broad coverage. Why L40S: laptop RTX 3050 Ti's 4 GB cannot fit compute-sanitizer's instrumentation metadata (~2-3x app VRAM) — sanitizer falls back to "didn't track the launch" with 60k+ internal-allocation errors. L40S 48 GB has ample headroom for both memcheck and nsys overhead. Both templates compile cargo test --release --lib --no-run plus cargo build --release --example train_baseline_rl on the cargo-target PVC. Compile time dominated by sccache hit rate (production training image: 100% C/C++ cache, ~75% Rust cache after warmup). Templates registered in kustomization.yaml — apply with `kubectl apply -k infra/k8s/argo` before first submit.
92 lines
3.3 KiB
Bash
Executable File
92 lines
3.3 KiB
Bash
Executable File
#!/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-artifacts/profiles/smoke/<short-sha>/profile-<pod>.nsys-rep
|
|
#
|
|
# Download + open:
|
|
# mc cp foxhunt/foxhunt-training-artifacts/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"
|