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+wandb_version: 1
+
+_wandb:
+ desc: null
+ value:
+ cli_version: 0.8.36
+ framework: torch
+ is_jupyter_run: false
+ is_kaggle_kernel: false
+ python_version: 3.8.2
+callback_args:
+ desc: null
+ value:
+ Checkpoint:
+ monitor: val_accuracy
+ EarlyStopping:
+ min_delta: 0.0
+ mode: min
+ monitor: val_loss
+ patience: 3
+ WandbCallback:
+ log_batch_frequency: 10
+ WandbImageLogger:
+ num_examples: 4
+callbacks:
+ desc: null
+ value:
+ - Checkpoint
+ - EarlyStopping
+ - WandbCallback
+ - WandbImageLogger
+criterion:
+ desc: null
+ value: CrossEntropyLoss
+criterion_args:
+ desc: null
+ value:
+ ignore_index: -100
+ reduction: mean
+ weight: null
+data_loader_args:
+ desc: null
+ value:
+ batch_size: 256
+ cuda: true
+ num_workers: 8
+ sample_to_balance: true
+ seed: 4711
+ shuffle: true
+ splits:
+ - train
+ - val
+ subsample_fraction: null
+ target_transform: null
+ transform: null
+dataloader:
+ desc: null
+ value: EmnistDataLoader
+experiment_group:
+ desc: null
+ value: Sample Experiments
+lr_scheduler:
+ desc: null
+ value: OneCycleLR
+lr_scheduler_args:
+ desc: null
+ value:
+ epochs: 16
+ max_lr: 0.001
+ steps_per_epoch: 1314
+metrics:
+ desc: null
+ value:
+ - accuracy
+model:
+ desc: null
+ value: CharacterModel
+network:
+ desc: null
+ value: LeNet
+network_args:
+ desc: null
+ value:
+ input_size:
+ - 28
+ - 28
+ output_size: 62
+optimizer:
+ desc: null
+ value: AdamW
+optimizer_args:
+ desc: null
+ value:
+ amsgrad: false
+ betas:
+ - 0.9
+ - 0.999
+ eps: 1.0e-08
+ lr: 0.01
+ weight_decay: 0
+resume_experiment:
+ desc: null
+ value: null
+train_args:
+ desc: null
+ value:
+ batch_size: 256
+ epochs: 16
+verbosity:
+ desc: null
+ value: 2