add grid search

This commit is contained in:
thanhvc3 2023-05-17 13:50:51 +07:00
parent 835213ab1b
commit 14001cf80d

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@ -658,7 +658,7 @@ if __name__ == "__main__":
grid = GridSearchCV(estimator=estimator, param_grid=paramsGrid, n_jobs=-1, cv=3, scoring=torch.nn.BCELoss) grid = GridSearchCV(estimator=estimator, param_grid=paramsGrid, n_jobs=-1, cv=3, scoring=torch.nn.BCELoss)
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) * 0.15), replace=False)]
dataloader = iter(DataLoader( dataloader = iter(DataLoader(
TrainDataset(data, model.p), TrainDataset(data, model.p),
batch_size=len(data), batch_size=len(data),