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Diffstat (limited to 'src/training/experiments/iam_line_ctc_experiment.yml')
-rw-r--r-- | src/training/experiments/iam_line_ctc_experiment.yml | 94 |
1 files changed, 0 insertions, 94 deletions
diff --git a/src/training/experiments/iam_line_ctc_experiment.yml b/src/training/experiments/iam_line_ctc_experiment.yml deleted file mode 100644 index 141c74e..0000000 --- a/src/training/experiments/iam_line_ctc_experiment.yml +++ /dev/null @@ -1,94 +0,0 @@ -experiment_group: Sample Experiments -experiments: - - train_args: - batch_size: 24 - max_epochs: 128 - dataset: - type: IamLinesDataset - args: - subsample_fraction: null - transform: null - target_transform: null - train_args: - num_workers: 6 - train_fraction: 0.85 - model: LineCTCModel - metrics: [cer, wer] - network: - type: LineRecurrentNetwork - args: - # encoder: ResidualNetworkEncoder - # encoder_args: - # in_channels: 1 - # num_classes: 80 - # depths: [2, 2] - # block_sizes: [128, 128] - # activation: SELU - # stn: false - encoder: WideResidualNetwork - encoder_args: - in_channels: 1 - num_classes: 80 - depth: 16 - num_layers: 4 - width_factor: 2 - dropout_rate: 0.2 - activation: selu - use_decoder: false - flatten: true - input_size: 256 - hidden_size: 128 - num_layers: 2 - num_classes: 80 - patch_size: [28, 14] - stride: [1, 5] - criterion: - type: CTCLoss - args: - blank: 79 - optimizer: - type: AdamW - args: - lr: 1.e-03 - betas: [0.9, 0.999] - eps: 1.e-08 - weight_decay: false - amsgrad: false - # lr_scheduler: - # type: OneCycleLR - # args: - # max_lr: 1.e-02 - # epochs: null - # anneal_strategy: linear - lr_scheduler: - type: CosineAnnealingLR - args: - T_max: null - swa_args: - start: 75 - lr: 5.e-2 - callbacks: [Checkpoint, ProgressBar, WandbCallback, WandbImageLogger, SWA] # EarlyStopping, OneCycleLR] - callback_args: - Checkpoint: - monitor: val_loss - mode: min - ProgressBar: - epochs: null - # log_batch_frequency: 100 - # EarlyStopping: - # monitor: val_loss - # min_delta: 0.0 - # patience: 7 - # mode: min - WandbCallback: - log_batch_frequency: 10 - WandbImageLogger: - num_examples: 6 - # OneCycleLR: - # null - SWA: - null - verbosity: 1 # 0, 1, 2 - resume_experiment: null - test: true - test_metric: test_cer |