|
{ |
|
"_name_or_path": "/tmp/bm-b3-sa/", |
|
"architectures": [ |
|
"SegformerForSemanticSegmentation" |
|
], |
|
"attention_probs_dropout_prob": 0.0, |
|
"classifier_dropout_prob": 0.1, |
|
"decoder_hidden_size": 768, |
|
"depths": [ |
|
3, |
|
4, |
|
18, |
|
3 |
|
], |
|
"downsampling_rates": [ |
|
1, |
|
4, |
|
8, |
|
16 |
|
], |
|
"drop_path_rate": 0.1, |
|
"hidden_act": "gelu", |
|
"hidden_dropout_prob": 0.0, |
|
"hidden_sizes": [ |
|
64, |
|
128, |
|
320, |
|
512 |
|
], |
|
"id2label": { |
|
"0": "BACKGROUND", |
|
"1": "NUCLEUS", |
|
"2": "CLUSTER", |
|
"3": "SATELLITE", |
|
"4": "NUCLEUS_OUT_OF_FOCUS", |
|
"5": "OVERLAPPED_NUCLEI", |
|
"6": "NON_VIABLE_NUCLEUS", |
|
"7": "LEUKOCYTE_NUCLEUS" |
|
}, |
|
"image_size": 224, |
|
"initializer_range": 0.02, |
|
"label2id": { |
|
"BACKGROUND": 0, |
|
"CLUSTER": 2, |
|
"LEUKOCYTE_NUCLEUS": 7, |
|
"NON_VIABLE_NUCLEUS": 6, |
|
"NUCLEUS": 1, |
|
"NUCLEUS_OUT_OF_FOCUS": 4, |
|
"OVERLAPPED_NUCLEI": 5, |
|
"SATELLITE": 3 |
|
}, |
|
"layer_norm_eps": 1e-06, |
|
"loss_function_weights": [ |
|
0.4, |
|
0.725, |
|
0.525, |
|
0.881, |
|
0.946, |
|
0.968, |
|
0.987, |
|
0.968 |
|
], |
|
"mlp_ratios": [ |
|
4, |
|
4, |
|
4, |
|
4 |
|
], |
|
"model_type": "segformer", |
|
"num_attention_heads": [ |
|
1, |
|
2, |
|
5, |
|
8 |
|
], |
|
"num_channels": 3, |
|
"num_encoder_blocks": 4, |
|
"patch_sizes": [ |
|
7, |
|
3, |
|
3, |
|
3 |
|
], |
|
"reshape_last_stage": true, |
|
"semantic_loss_ignore_index": 255, |
|
"sr_ratios": [ |
|
8, |
|
4, |
|
2, |
|
1 |
|
], |
|
"strides": [ |
|
4, |
|
2, |
|
2, |
|
2 |
|
], |
|
"torch_dtype": "float32", |
|
"transformers_version": "4.22.1" |
|
} |
|
|