| #!/usr/bin/env bash |
| set -euo pipefail |
|
|
| if [[ $# -ne 3 ]]; then |
| echo "Usage: $0 <real-level> <fake-level> <launch-tag>" >&2 |
| exit 2 |
| fi |
|
|
| REAL_LEVEL="$1" |
| FAKE_LEVEL="$2" |
| LAUNCH_TAG="$3" |
|
|
| PERSIST_ROOT="${PERSIST_ROOT:-/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal}" |
| SELECTION_DIR="${SELECTION_DIR:-$PERSIST_ROOT/selections/fixed_budget_500k_resampled_20260725}" |
| TRAIN_LAUNCHER="${TRAIN_LAUNCHER:-$PERSIST_ROOT/launch_rebuttal_diversity_train.sh}" |
| PACKAGE_ROOT="${PACKAGE_ROOT:-/tmp/ScaleDF_repro_20260724}" |
| SCALEDF_DATA="${SCALEDF_DATA:-/dev/shm/scaledf_bind_storage/ScaleDF}" |
| HOST_NAME="$(hostname)" |
| SEEDS_RAW="${SEEDS:-1 2 3 4}" |
|
|
| export PERSIST_ROOT PACKAGE_ROOT SCALEDF_DATA |
| export EPOCHS="${EPOCHS:-10}" |
| export BATCH_PER_GPU="${BATCH_PER_GPU:-256}" |
| export NPROC_PER_NODE="${NPROC_PER_NODE:-8}" |
| export PYTHONUNBUFFERED="${PYTHONUNBUFFERED:-1}" |
|
|
| if [[ ! -e /raid/ScaleDF_v4/train ]]; then |
| mkdir -p /raid 2>/dev/null || sudo mkdir -p /raid |
| ln -sfn "$SCALEDF_DATA" /raid/ScaleDF_v4 2>/dev/null || sudo ln -sfn "$SCALEDF_DATA" /raid/ScaleDF_v4 |
| fi |
|
|
| run_one() { |
| local family="$1" |
| local level="$2" |
| local seed="$3" |
| local selection="$SELECTION_DIR/scaledf_v4_fixed500000_${family}_n${level}_classseed${seed}_imgseed20260725_resampled.pkl" |
| local run_name="control_fixed500000_${family}_n${level}_classseed${seed}_resampled_${HOST_NAME}_${LAUNCH_TAG}" |
|
|
| if [[ ! -f "$selection" ]]; then |
| echo "missing selection: $selection" >&2 |
| exit 3 |
| fi |
|
|
| echo "[$(date -u +%Y-%m-%dT%H:%M:%SZ)] start family=$family level=$level seed=$seed run=$run_name" |
| SEED="$seed" "$TRAIN_LAUNCHER" nrealfake "$selection" "$run_name" |
| echo "[$(date -u +%Y-%m-%dT%H:%M:%SZ)] done family=$family level=$level seed=$seed run=$run_name" |
| } |
|
|
| echo "queue_started_utc=$(date -u +%Y-%m-%dT%H:%M:%SZ)" |
| echo "hostname=$HOST_NAME" |
| echo "real_level=$REAL_LEVEL" |
| echo "fake_level=$FAKE_LEVEL" |
| echo "launch_tag=$LAUNCH_TAG" |
| echo "selection_dir=$SELECTION_DIR" |
| echo "epochs=$EPOCHS" |
| echo "batch_per_gpu=$BATCH_PER_GPU" |
| echo "nproc_per_node=$NPROC_PER_NODE" |
| echo "seeds=$SEEDS_RAW" |
|
|
| for seed in $SEEDS_RAW; do |
| run_one real_domains "$REAL_LEVEL" "$seed" |
| run_one fake_methods "$FAKE_LEVEL" "$seed" |
| done |
|
|
| echo "queue_done_utc=$(date -u +%Y-%m-%dT%H:%M:%SZ)" |
|
|
