mirror of
https://github.com/Cian-H/symbolic_nn_tests.git
synced 2025-12-22 22:22:01 +00:00
Made loggers togglable from top level
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@@ -1,25 +1,36 @@
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LEARNING_RATE = 10e-5
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def qmnist_test(loss_func, version):
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def qmnist_test(loss_func, version, tensorboard=True, wandb=True):
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from .experiment_1.model import main as test_model
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logger = []
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if tensorboard:
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from lightning.pytorch.loggers import TensorBoardLogger
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from lightning.pytorch.loggers import WandbLogger
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import wandb
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tb_logger = TensorBoardLogger(
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save_dir=".",
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name="logs/comparison",
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version=version,
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)
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logger.append(tb_logger)
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if wandb:
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import wandb as _wandb
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from lightning.pytorch.loggers import WandbLogger
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wandb_logger = WandbLogger(
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project="Symbolic_NN_Tests",
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name=version,
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dir="wandb",
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)
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logger = [tb_logger, wandb_logger]
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logger.append(wandb_logger)
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test_model(logger=logger, loss_func=loss_func, lr=LEARNING_RATE)
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wandb.finish()
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if wandb:
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_wandb.finish()
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def qmnist_experiment():
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