Row 5769

Row ID: 5769 | Dataset Entry | Axioma AXP Content Repository

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Howdy! I'm trying to log my hyperparams to tensorboard.

During the epochs

for e in epochs: ... train_loss = train() val_loss = val() ... # tensorboard: log the running loss writer.add_scalar("train_loss", train_loss, e) writer.add_scalar("val_loss", val_loss, e) # tensorboard: log hyperparameters writer.add_hparams( hparam_dict={ "dataset": DS, "batch_size": BS, "model": MN "optimizer": "Adam", "learning_rate": LR, }, metric_dict={ "hparam/train_loss": train_loss, "hparam/loss": val_loss, }, global_step=e, )

Here, the scalars are added properly. But when I click on the Hparam tab on the top navbard of tensoboard, it says no Hparams data found. Not sure what I'm doing wrong?

What is the proper way to log hparams?

FieldValue
text Howdy! I'm trying to log my hyperparams to tensorboard. During the epochs for e in epochs: ... train_loss = train() val_loss = val() ... # tensorboard: log the running loss writer.add_scalar("train_loss", train_loss, e) writer.add_scalar("val_loss", val_loss, e) …
label r/pytorch
dataType post
communityName r/pytorch
datetime 2024-05-03
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Raw Record

{
  "text": "Howdy! I'm trying to log my hyperparams to tensorboard.\n\nDuring the epochs\n\n    for e in epochs:\n    \t...\n    \n    \ttrain_loss = train()\n    \tval_loss = val()\n    \n    \t...\n    \n    \t# tensorboard: log the running loss                                                                                                                         \n    \twriter.add_scalar(\"train_loss\", train_loss, e)\n    \twriter.add_scalar(\"val_loss\", val_loss, e)  \n    \t\t                                                                                                                                                      \n    \t# tensorboard: log hyperparameters\n    \twriter.add_hparams(\n    \t     hparam_dict={\n    \t\t \"dataset\": DS,\n    \t\t \"batch_size\": BS,\n    \t\t \"model\": MN\n    \t\t \"optimizer\": \"Adam\",\n    \t\t \"learning_rate\": LR,                                                                                                         \n    \t     },                                                                                                                                                    \n    \t     metric_dict={                                                                                                                                         \n    \t\t \"hparam/train_loss\": train_loss,                                                                                                               \n    \t\t \"hparam/loss\": val_loss,                                                                                                                         \n    \t     },\n    \t     global_step=e,\n    \t)\n\nHere, the scalars are added properly. But when I click on the Hparam tab on the top navbard of tensoboard, it says no Hparams data found. Not sure what I'm doing wrong?\n\nWhat is the proper way to log hparams? ",
  "label": "r/pytorch",
  "dataType": "post",
  "communityName": "r/pytorch",
  "datetime": "2024-05-03",
  "username_encoded": "Z0FBQUFBQm5LakwycklFZU9hQTI1UXlsRlN1dC1uZ2ZGWTNKV1FPUE9OSUN6RHFfR1M3ZkZ1dkY0bURTM0g3VTVhYzFOSGdXUlNVX1gwdTB6bTFzMU9CenVHV1hiVi1TeEE9PQ==",
  "url_encoded": "Z0FBQUFBQm5Lak9Hb21DUEJhUU13dUNRVVp2WG4zUGxjY29BTVBOVGlfTGwxc2EwTk0xQkhjTEtxb0cxeU9jWkp6ZnltdFloTkJ2YW9sUVVyMEg2RHVhcTV6b21uUndNT1JqZmpxT1l3bWZNeGpqbE9qY0VsY0ZLdy1mcXFFWllZSzB5eVF2S09SbUowcGpScXF6RFpuQnUyVjFqOWQ2MmNFVXlVeHJuQ05ac191TUJGQjViYVYyYk9uUGVuVko2Y0czUGtFUm5UUFBr"
}
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