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dependencies #2

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dependencies #2

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2 changes: 2 additions & 0 deletions evaluate.py
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Original file line number Diff line number Diff line change
@@ -1,3 +1,4 @@
import os
from src.eval.eval_util import GPT2_processor
from src.data_util.dataloader import get_task_type
import pickle
Expand Down Expand Up @@ -78,6 +79,7 @@ def reduplicate_list(item_list):
print("attack success rate: ", success / (success + fail))
print("avg ppl: ", np.mean(ppl_by_sample))

os.makedirs("adv_examples", exist_ok=True)

save_name = f"adv_examples/attack_{args.victim}_{args.dataset}.txt"
assert len(adv_by_sample) == len(orig_sentences)
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5 changes: 5 additions & 0 deletions run_attack.py
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Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,11 @@
import torch
import pickle
import os

import nltk
nltk.download('averaged_perceptron_tagger')
nltk.download('wordnet')

from src.logging.logger import LogModule
from src.attack.text_grad import PGDAttack

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