File size: 3,735 Bytes
e22bfc2 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 | #!/usr/bin/env bash
set -euo pipefail
if [[ $# -ne 4 ]]; then
echo "Usage: $0 <train-launch-tag> <eval-launch-tag> <real-level> <fake-level>" >&2
exit 2
fi
TRAIN_TAG="$1"
EVAL_TAG="$2"
REAL_LEVEL="$3"
FAKE_LEVEL="$4"
PERSIST_ROOT="${PERSIST_ROOT:-/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal}"
EVAL_LAUNCHER="${EVAL_LAUNCHER:-$PERSIST_ROOT/launch_rebuttal_eval_flex.sh}"
SEEDS_RAW="${SEEDS:-1 2 3 4}"
SEED_LABEL="${SEED_LABEL:-1_4}"
EVAL_ROOT="${EVAL_ROOT:-$PERSIST_ROOT/eval/fixed500k_resampled_seed${SEED_LABEL}_benchmark_eval_${EVAL_TAG}}"
HOST_NAME="$(hostname)"
export PERSIST_ROOT
export PACKAGE_ROOT="${PACKAGE_ROOT:-/tmp/ScaleDF_repro_20260724}"
export SCALEDF_DATA="${SCALEDF_DATA:-/dev/shm/scaledf_bind_storage/ScaleDF}"
export BENCHMARK_ROOT="${BENCHMARK_ROOT:-/dev/shm/scaledf_bind_storage/Established_benchmarks_eval_names}"
export SKIP_MISSING_BENCHMARKS="${SKIP_MISSING_BENCHMARKS:-1}"
export BATCH_PER_GPU="${BATCH_PER_GPU:-256}"
export NPROC_PER_NODE="${NPROC_PER_NODE:-8}"
export PYTHONUNBUFFERED="${PYTHONUNBUFFERED:-1}"
find_checkpoint() {
local family="$1"
local level="$2"
local seed="$3"
local pattern="control_fixed500000_${family}_n${level}_classseed${seed}_resampled_*_${TRAIN_TAG}"
local run_dir
run_dir="$(find "$PERSIST_ROOT/runs" -maxdepth 1 -type d -name "$pattern" | sort | tail -n 1)"
if [[ -z "$run_dir" ]]; then
echo "missing run dir for pattern=$pattern" >&2
exit 3
fi
if [[ ! -f "$run_dir/best_checkpoint.pth" ]]; then
echo "missing checkpoint: $run_dir/best_checkpoint.pth" >&2
exit 4
fi
printf "%s/best_checkpoint.pth" "$run_dir"
}
eval_complete() {
local eval_log="$1"
[[ -f "$eval_log" ]] && [[ "$(grep -c 'Accuracy of the network on' "$eval_log" || true)" -ge 7 ]]
}
run_eval() {
local axis_short="$1"
local family="$2"
local level="$3"
local seed="$4"
local checkpoint
checkpoint="$(find_checkpoint "$family" "$level" "$seed")"
local tag="fixed500k_${axis_short}_n${level}_seed${seed}_resampled"
local output_root="$EVAL_ROOT/$tag"
local eval_log="$output_root/eval.log"
local lock_dir="$output_root/.eval.lock"
if eval_complete "$eval_log"; then
echo "[$(date -u +%Y-%m-%dT%H:%M:%SZ)] eval_skip tag=$tag reason=complete output_root=$output_root"
return
fi
mkdir -p "$output_root"
while ! mkdir "$lock_dir" 2>/dev/null; do
if eval_complete "$eval_log"; then
echo "[$(date -u +%Y-%m-%dT%H:%M:%SZ)] eval_skip tag=$tag reason=complete_after_wait output_root=$output_root"
return
fi
echo "[$(date -u +%Y-%m-%dT%H:%M:%SZ)] eval_wait tag=$tag reason=locked output_root=$output_root"
sleep 60
done
if eval_complete "$eval_log"; then
rmdir "$lock_dir" 2>/dev/null || true
echo "[$(date -u +%Y-%m-%dT%H:%M:%SZ)] eval_skip tag=$tag reason=complete_after_lock output_root=$output_root"
return
fi
echo "[$(date -u +%Y-%m-%dT%H:%M:%SZ)] eval_start tag=$tag checkpoint=$checkpoint"
if OUTPUT_ROOT="$output_root" RUN_NAME="$tag" "$EVAL_LAUNCHER" "$checkpoint" deit_base_patch16_LS benchmarks; then
rmdir "$lock_dir" 2>/dev/null || true
else
rmdir "$lock_dir" 2>/dev/null || true
return 1
fi
echo "[$(date -u +%Y-%m-%dT%H:%M:%SZ)] eval_done tag=$tag"
}
echo "eval_queue_started_utc=$(date -u +%Y-%m-%dT%H:%M:%SZ)"
echo "hostname=$HOST_NAME"
echo "train_tag=$TRAIN_TAG"
echo "eval_tag=$EVAL_TAG"
echo "real_level=$REAL_LEVEL"
echo "fake_level=$FAKE_LEVEL"
echo "eval_root=$EVAL_ROOT"
echo "batch_per_gpu=$BATCH_PER_GPU"
echo "seeds=$SEEDS_RAW"
for seed in $SEEDS_RAW; do
run_eval real real_domains "$REAL_LEVEL" "$seed"
run_eval fake fake_methods "$FAKE_LEVEL" "$seed"
done
echo "eval_queue_done_utc=$(date -u +%Y-%m-%dT%H:%M:%SZ)"
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