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add grid search

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thanhvc3 2023-05-17 13:25:00 +07:00
parent 96b67658f4
commit 87f45862d6
1 changed files with 2 additions and 0 deletions
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main.py
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@ -659,6 +659,7 @@ if __name__ == "__main__":
grid = GridSearchCV(estimator=estimator, param_grid=paramsGrid, n_jobs=-1, cv=1) grid = GridSearchCV(estimator=estimator, param_grid=paramsGrid, n_jobs=-1, cv=1)
data = np.array(model.triples['train']) data = np.array(model.triples['train'])
data = data[np.random.choice(np.arange(len(data)), size=int(len(data) * 0.2), replace=False)] data = data[np.random.choice(np.arange(len(data)), size=int(len(data) * 0.2), replace=False)]
print(data[0])
dataloader = iter(DataLoader( dataloader = iter(DataLoader(
TrainDataset(data, model.p), TrainDataset(data, model.p),
batch_size=len(data), batch_size=len(data),
@ -667,6 +668,7 @@ if __name__ == "__main__":
collate_fn=TrainDataset.collate_fn collate_fn=TrainDataset.collate_fn
)) ))
for step, batch in dataloader: for step, batch in dataloader:
print(batch[0])
print(batch.shape) print(batch.shape)
sub, rel, obj, label, neg_ent, sub_samp = model.read_batch( sub, rel, obj, label, neg_ent, sub_samp = model.read_batch(
batch, 'train') batch, 'train')