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Update sample.py #16

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29 changes: 18 additions & 11 deletions grade_school_math/sample.py
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Original file line number Diff line number Diff line change
Expand Up @@ -2,21 +2,28 @@
from dataset import get_examples, GSMDataset
from calculator import sample
from transformers import GPT2Tokenizer, GPT2LMHeadModel

import logging

def main():
device = th.device("cuda")
tokenizer = GPT2Tokenizer.from_pretrained("gpt2")
model = GPT2LMHeadModel.from_pretrained("model_ckpts")
model.to(device)
print("Model Loaded")
try:
# Set up logging
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)

device = th.device("cuda")
tokenizer = GPT2Tokenizer.from_pretrained("gpt2")
model = GPT2LMHeadModel.from_pretrained("model_ckpts")
model.to(device)
logger.info("Model Loaded")

test_examples = get_examples("test")
qn = test_examples[1]["question"]
sample_len = 100
print(qn.strip())
print(sample(model, qn, tokenizer, device, sample_len))
test_examples = get_examples("test")
qn = test_examples[1]["question"]
sample_len = 100
logger.info(qn.strip())
logger.info(sample(model, qn, tokenizer, device, sample_len))

except Exception as e:
logging.exception("An error occurred: %s", str(e))

if __name__ == "__main__":
main()