diffusion_baseline / scripts /run_conditional_one.sh
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#!/usr/bin/env bash
# Run one C64 fixed-prefix conditional generation request without training.
set -u
script_dir="$(CDPATH= cd -- "$(dirname -- "${BASH_SOURCE[0]}")" && pwd -P)"
DLB_ROOT="${DLB_ROOT:-$(CDPATH= cd -- "$script_dir/.." && pwd -P)}"
model=""
dataset=""
steps=""
seed="42"
device=""
results_root=""
usage() {
echo "usage: $0 --model MODEL --dataset {lm1b,owt} --steps N [--seed N] [--device DEVICE] [--results-root PATH]" >&2
}
while (( $# )); do
case "$1" in
--model|--dataset|--steps|--seed|--device|--results-root)
if (( $# < 2 )); then usage; exit 2; fi
case "$1" in
--model) model="$2" ;;
--dataset) dataset="$2" ;;
--steps) steps="$2" ;;
--seed) seed="$2" ;;
--device) device="$2" ;;
--results-root) results_root="$2" ;;
esac
shift 2 ;;
--help) usage; exit 0 ;;
*) echo "unknown argument: $1" >&2; usage; exit 2 ;;
esac
done
if [[ -z "$model" || -z "$dataset" || -z "$steps" ]]; then
usage; exit 2
fi
if [[ ! "$steps" =~ ^[0-9]+$ || ! "$seed" =~ ^-?[0-9]+$ ]]; then
echo "steps and seed must be integers" >&2
exit 2
fi
DLB_PYTHON="${DLB_PYTHON:-python}"
if environment="$(PYTHONPATH="$DLB_ROOT/src${PYTHONPATH:+:$PYTHONPATH}" "$DLB_PYTHON" -m dlb.runner \
--root "$DLB_ROOT" --model "$model" --dataset "$dataset" --steps "$steps" \
--num-samples 2048 --seed "$seed" --validate-only)"; then
:
else
exit $?
fi
if [[ ! "$environment" =~ ^[a-z][a-z0-9-]*$ ]]; then
echo "registry validation returned an unsafe environment name" >&2; exit 2
fi
runner_args=(--root "$DLB_ROOT" --model "$model" --dataset "$dataset" --steps "$steps" --seed "$seed" --generation-mode conditional_prefix)
if [[ -n "$device" ]]; then runner_args+=(--device "$device"); fi
if [[ -n "$results_root" ]]; then runner_args+=(--results-root "$results_root"); fi
exec "${DLB_CONDA:-conda}" run -n "$environment" env \
PYTHONPATH="$DLB_ROOT/src${PYTHONPATH:+:$PYTHONPATH}" \
python -m dlb.runner "${runner_args[@]}"