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dsyoon
2022-08-29 15:41:05 +09:00
parent 5815dc303f
commit 4a5fb415ef
1 changed files with 4 additions and 4 deletions
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8
VitTrainer.py
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@@ -44,14 +44,14 @@ class VitTrainer:
save_strategy="epoch", save_strategy="epoch",
evaluation_strategy="epoch", evaluation_strategy="epoch",
learning_rate=2e-5, learning_rate=2e-5,
per_device_train_batch_size=32, per_device_train_batch_size=128,
per_device_eval_batch_size=32, per_device_eval_batch_size=128,
weight_decay=0.01, weight_decay=0.01,
load_best_model_at_end=True, load_best_model_at_end=True,
metric_for_best_model="accuracy", metric_for_best_model="accuracy",
logging_dir=os.path.join(self.RESOURCE_PATH, 'model', 'logs'), logging_dir=os.path.join(self.RESOURCE_PATH, 'model', 'logs'),
remove_unused_columns=False, remove_unused_columns=False,
num_train_epochs=4, num_train_epochs=24,
) )
return return
@@ -236,5 +236,5 @@ if __name__ == "__main__":
stock_code = "252670" stock_code = "252670"
vitTrainer = VitTrainer(RESOURCE_PATH) vitTrainer = VitTrainer(RESOURCE_PATH)
train_ds, val_ds = vitTrainer.getData(stock_code, sDate="20220701", eDate="20220731") train_ds, val_ds = vitTrainer.getData(stock_code, sDate="20220501", eDate="20220819")
vitTrainer.train(train_ds, val_ds, model_path) vitTrainer.train(train_ds, val_ds, model_path)