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Better Exception handling and Added preprocessing step #76

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Better Exception handling and Added preprocessing step #76

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5e67054
Update data_loader.py for the error where it says train_data is not a…
Hetens Jun 26, 2024
d5301c3
Better Exception handling
Hetens Jun 26, 2024
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8 changes: 4 additions & 4 deletions instructor/real_data/instructor.py
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Original file line number Diff line number Diff line change
Expand Up @@ -40,8 +40,8 @@ def __init__(self, opt):
try:
self.train_data = GenDataIter(cfg.train_data)
self.test_data = GenDataIter(cfg.test_data, if_test_data=True)
except:
pass
except Exception as e:
print(f'Could not load train and test data: {e}')

try:
self.train_data_list = [GenDataIter(cfg.cat_train_data.format(i)) for i in range(cfg.k_label)]
Expand All @@ -52,8 +52,8 @@ def __init__(self, opt):

self.train_samples_list = [self.train_data_list[i].target for i in range(cfg.k_label)]
self.clas_samples_list = [self.clas_data_list[i].target for i in range(cfg.k_label)]
except:
pass
except Exception as e:
print(f'Could not create train_samples_list and class_samples_list: {e}')

# Criterion
self.mle_criterion = nn.NLLLoss()
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1 change: 1 addition & 0 deletions utils/data_loader.py
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Expand Up @@ -82,6 +82,7 @@ def prepare(samples, gpu=False):
def load_data(self, filename):
"""Load real data from local file"""
self.tokens = get_tokenlized(filename)
self.tokens = [tokens for tokens in self.tokens if len(tokens) > 0]
samples_index = tokens_to_tensor(self.tokens, self.word2idx_dict)
return self.prepare(samples_index)

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