| { |
| "EE_config": { |
| "apply_ocr": true, |
| "batch_size": 2, |
| "checkpoint": "", |
| "data_parallel": false, |
| "dataset": "jordyvl/rvl_cdip_100_examples_per_class", |
| "device": "cuda", |
| "downsampling": 0, |
| "epochs": 40, |
| "eval_start": false, |
| "forward_signature": [ |
| "input_ids", |
| "attention_mask", |
| "token_type_ids", |
| "position_ids", |
| "head_mask", |
| "inputs_embeds", |
| "labels", |
| "output_attentions", |
| "output_hidden_states", |
| "return_dict", |
| "bbox", |
| "pixel_values" |
| ], |
| "get_raw_ocr_data": true, |
| "lr": 2e-05, |
| "model": "LayoutLMv3", |
| "model_weights": "microsoft/layoutlmv3-base", |
| "optimizer": "AdamW", |
| "seed": 42, |
| "use_images": true, |
| "warmup_ratio": 0 |
| }, |
| "_name_or_path": "microsoft/layoutlmv3-base", |
| "architectures": [ |
| "LayoutLMv3ForSequenceClassification" |
| ], |
| "attention_probs_dropout_prob": 0.1, |
| "bos_token_id": 0, |
| "classifier_dropout": null, |
| "coordinate_size": 128, |
| "eos_token_id": 2, |
| "has_relative_attention_bias": true, |
| "has_spatial_attention_bias": true, |
| "hidden_act": "gelu", |
| "hidden_dropout_prob": 0.1, |
| "hidden_size": 768, |
| "id2label": { |
| "0": "letter", |
| "1": "form", |
| "2": "email", |
| "3": "handwritten", |
| "4": "advertisement", |
| "5": "scientific_report", |
| "6": "scientific_publication", |
| "7": "specification", |
| "8": "file_folder", |
| "9": "news_article", |
| "10": "budget", |
| "11": "invoice", |
| "12": "presentation", |
| "13": "questionnaire", |
| "14": "resume", |
| "15": "memo" |
| }, |
| "initializer_range": 0.02, |
| "input_size": 224, |
| "intermediate_size": 3072, |
| "label2id": { |
| "advertisement": 4, |
| "budget": 10, |
| "email": 2, |
| "file_folder": 8, |
| "form": 1, |
| "handwritten": 3, |
| "invoice": 11, |
| "letter": 0, |
| "memo": 15, |
| "news_article": 9, |
| "presentation": 12, |
| "questionnaire": 13, |
| "resume": 14, |
| "scientific_publication": 6, |
| "scientific_report": 5, |
| "specification": 7 |
| }, |
| "layer_norm_eps": 1e-05, |
| "max_2d_position_embeddings": 1024, |
| "max_position_embeddings": 514, |
| "max_rel_2d_pos": 256, |
| "max_rel_pos": 128, |
| "model_type": "layoutlmv3", |
| "num_attention_heads": 12, |
| "num_channels": 3, |
| "num_hidden_layers": 12, |
| "pad_token_id": 1, |
| "patch_size": 16, |
| "problem_type": "single_label_classification", |
| "rel_2d_pos_bins": 64, |
| "rel_pos_bins": 32, |
| "second_input_size": 112, |
| "shape_size": 128, |
| "text_embed": true, |
| "torch_dtype": "float32", |
| "transformers_version": "4.28.0.dev0", |
| "type_vocab_size": 1, |
| "visual_embed": true, |
| "vocab_size": 50265 |
| } |
|
|
