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Show model size for pytorch models

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D-X-Y
2021-03-05 12:46:41 +00:00
parent 131f0e2e67
commit 49697b1f15
6 changed files with 36 additions and 13 deletions
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6
qlib/contrib/model/pytorch_alstm_ts.py
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@@ -24,6 +24,7 @@ import torch.nn as nn
import torch.optim as optim
from torch.utils.data import DataLoader
from .pytorch_utils import count_parameters
from ...model.base import Model
from ...data.dataset import DatasetH, TSDatasetH
from ...data.dataset.handler import DataHandlerLP
@@ -127,7 +128,10 @@ class ALSTM(Model):
hidden_size=self.hidden_size,
num_layers=self.num_layers,
dropout=self.dropout,
).to(self.device)
)
self.logger.info("model:\n{:}".format(self.ALSTM_model))
self.logger.info("model size: {:.4f} MB".format(count_parameters(self.ALSTM_model)))
if optimizer.lower() == "adam":
self.train_optimizer = optim.Adam(self.ALSTM_model.parameters(), lr=self.lr)
elif optimizer.lower() == "gd":