| add_layer_norm_to_char_mlp: true | |
| add_layer_norm_to_in_projection: false | |
| add_line_overlap_feature: true | |
| add_normalised_values_as_features: false | |
| change_pooling_for_timm_head_to: AdaptiveAvgPool2d | |
| char_dims: 0 | |
| char_plot_shape: | |
| - 224 | |
| - 224 | |
| chars_bert_reduction_factor: 4 | |
| chars_conv_lr_reduction_factor: 1 | |
| chars_conv_pooling_out_dim: 1 | |
| convert_posix: false | |
| convert_winpath: false | |
| cv_char_modelname: coatnet_nano_rw_224 | |
| cv_modelname: null | |
| early_stopping_patience: 15 | |
| gamma_multistep: null | |
| gamma_step_factor: 0.5 | |
| gamma_step_size: 3000 | |
| head_multiplication_factor: 64 | |
| hidden_dim_bert: 512 | |
| hidden_dropout_prob: 0.0 | |
| im_partial_string: fixations_chars_channel_sep | |
| input_padding_val: 10 | |
| last_activation: Identity | |
| layer_norm_after_in_projection: true | |
| linear_activation: GELU | |
| load_best_checkpoint_at_end: false | |
| loss_function: corn_loss | |
| lr: 0.0004 | |
| lr_initial: '0.0004' | |
| lr_sched_exp_fac: null | |
| lr_scheduling: StepLR | |
| manual_max_sequence_for_model: 500 | |
| max_len_chars_list: 0 | |
| max_seq_length: 500 | |
| method_chars_into_model: resnet | |
| method_to_include_char_positions: concat | |
| min_lr_anneal: 1e-6 | |
| model_to_use: BERT | |
| multistep_milestones: null | |
| n_layers_BERT: 4 | |
| norm_by_char_averages: false | |
| norm_by_line_width: false | |
| norm_coords_by_letter_min_x_y: true | |
| normalize_by_line_height_and_width: true | |
| num_attention_heads: 8 | |
| num_classes: 16 | |
| num_lin_layers: 1 | |
| num_warmup_steps: 3000 | |
| one_hot_y: false | |
| ord_reg_loss_max: 16 | |
| ord_reg_loss_min: -1 | |
| padding_at_end: true | |
| plot_histogram: true | |
| plot_learning_curves: true | |
| precision: 16-mixed | |
| prediction_only: false | |
| pretrained_model_name_to_load: null | |
| profile_torch_run: false | |
| reload_model: false | |
| reload_model_date: null | |
| remove_eval_idx_from_train_idx: true | |
| remove_timm_classifier_head_pooling: true | |
| sample_cols: | |
| - x | |
| - y | |
| sample_means: | |
| - 0.4423 | |
| - 3.1164 | |
| - 2.4717 | |
| sample_std: | |
| - 0.2778 | |
| - 1.882 | |
| - 1.8562 | |
| sample_std_unscaled: | |
| - 285.193 | |
| - 131.1842 | |
| - 1.8562 | |
| save_weights_only: true | |
| set_max_seq_len_manually: true | |
| set_num_classes_manually: true | |
| source_for_pretrained_cv_model: timm | |
| target_padding_number: -100 | |
| track_activations_via_hook: false | |
| track_gradient_histogram: false | |
| use_char_bounding_boxes: true | |
| use_early_stopping: false | |
| use_embedded_char_pos_info: true | |
| use_fixation_duration_information: false | |
| use_in_projection_bias: false | |
| use_lr_warmup: true | |
| use_pupil_size_information: false | |
| use_reduce_on_plateau: false | |
| use_start_time_as_input_col: false | |
| use_training_steps_for_end_and_lr_decay: true | |
| use_words_coords: false | |
| warmup_exponent: 1 | |
| weight_decay: 0.0 | |