File size: 1,317 Bytes
3cd1076 | 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 | #!/bin/bash
#SBATCH -J zeroshot_ar # Job name
#SBATCH -o watch_folder/%x_%j.out # log file (out & err)
#SBATCH -N 1 # Total number of nodes requested
#SBATCH --get-user-env # retrieve the users login environment
#SBATCH --mem=32000 # server memory requested (per node)
#SBATCH -t 960:00:00 # Time limit (hh:mm:ss)
#SBATCH --partition=gpu # Request partition
#SBATCH --constraint="[a5000|a6000|a100|3090]"
#SBATCH --ntasks-per-node=1
#SBATCH --gres=gpu:1 # Type/number of GPUs needed
#SBATCH --open-mode=append # Do not overwrite logs
#SBATCH --requeue # Requeue upon preemption
checkpoint_path="YOUR_CHECKPOINT_PATH"
export HYDRA_FULL_ERROR=1
datasets=("ag_news"
"scientific_papers_pubmed"
"scientific_papers_arxiv"
"lambada"
"wikitext2"
"wikitext103"
"ptb"
"lm1b-gpt2")
for data in "${datasets[@]}"; do
echo "$data"
srun python -u -m main \
mode=ppl_eval \
loader.batch_size=16 \
loader.eval_batch_size=16 \
data="$data" \
data.insert_valid_eos=False \
algo=ar \
model.length=1024 \
eval.checkpoint_path=$checkpoint_path \
+wandb.offline=true
done |