{ "_commit_hash": null, "activation_function": "relu", "architectures": [ "Mask2FormerForUniversalSegmentation" ], "backbone_config": { "_name_or_path": "", "add_cross_attention": false, "architectures": null, "attention_probs_dropout_prob": 0.0, "bad_words_ids": null, "begin_suppress_tokens": null, "bos_token_id": null, "chunk_size_feed_forward": 0, "cross_attention_hidden_size": null, "decoder_start_token_id": null, "depths": [ 1, 1, 1, 1 ], "diversity_penalty": 0.0, "do_sample": false, "drop_path_rate": 0.3, "early_stopping": false, "embed_dim": 96, "encoder_no_repeat_ngram_size": 0, "encoder_stride": 32, "eos_token_id": null, "exponential_decay_length_penalty": null, "finetuning_task": null, "forced_bos_token_id": null, "forced_eos_token_id": null, "hidden_act": "gelu", "hidden_dropout_prob": 0.0, "hidden_size": 768, "id2label": { "0": "LABEL_0", "1": "LABEL_1" }, "image_size": 224, "in_channels": 3, "initializer_range": 0.02, "is_decoder": false, "is_encoder_decoder": false, "label2id": { "LABEL_0": 0, "LABEL_1": 1 }, "layer_norm_eps": 1e-05, "length_penalty": 1.0, "max_length": 20, "min_length": 0, "mlp_ratio": 4.0, "model_type": "swin", "no_repeat_ngram_size": 0, "num_beam_groups": 1, "num_beams": 1, "num_channels": 3, "num_heads": [ 3, 6, 12, 24 ], "num_layers": 4, "num_return_sequences": 1, "out_features": [ "stage1", "stage2", "stage3", "stage4" ], "output_attentions": false, "output_hidden_states": false, "output_scores": false, "pad_token_id": null, "patch_size": 4, "prefix": null, "problem_type": null, "pruned_heads": {}, "qkv_bias": true, "remove_invalid_values": false, "repetition_penalty": 1.0, "return_dict": true, "return_dict_in_generate": false, "sep_token_id": null, "stage_names": [ "stem", "stage1", "stage2", "stage3", "stage4" ], "suppress_tokens": null, "task_specific_params": null, "temperature": 1.0, "tf_legacy_loss": false, "tie_encoder_decoder": false, "tie_word_embeddings": true, "tokenizer_class": null, "top_k": 50, "top_p": 1.0, "torch_dtype": null, "torchscript": false, "transformers_version": "4.28.0.dev0", "typical_p": 1.0, "use_absolute_embeddings": false, "use_bfloat16": false, "window_size": 7 }, "class_weight": 2.0, "common_stride": 4, "decoder_layers": 10, "dice_weight": 5.0, "dim_feedforward": 128, "dropout": 0.0, "encoder_feedforward_dim": 64, "encoder_layers": 6, "enforce_input_projection": false, "feature_size": 64, "feature_strides": [ 4, 8, 16, 32 ], "hidden_dim": 64, "id2label": { "0": "LABEL_0", "1": "LABEL_1", "2": "LABEL_2", "3": "LABEL_3" }, "ignore_value": 255, "importance_sample_ratio": 0.75, "init_std": 0.02, "init_xavier_std": 1.0, "label2id": { "LABEL_0": 0, "LABEL_1": 1, "LABEL_2": 2, "LABEL_3": 3 }, "mask_feature_size": 64, "mask_weight": 5.0, "model_type": "mask2former", "no_object_weight": 0.1, "num_attention_heads": 8, "num_hidden_layers": 10, "num_queries": 10, "output_auxiliary_logits": null, "oversample_ratio": 3.0, "pre_norm": false, "torch_dtype": "float32", "train_num_points": 12544, "transformers_version": null, "use_auxiliary_loss": true }