Upload SegformerForSemanticSegmentation
Browse files- config.json +100 -0
- pytorch_model.bin +3 -0
config.json
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{
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"_name_or_path": "/tmp/bm-b3-sa/",
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"architectures": [
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"SegformerForSemanticSegmentation"
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],
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"attention_probs_dropout_prob": 0.0,
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"classifier_dropout_prob": 0.1,
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"decoder_hidden_size": 768,
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"depths": [
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3,
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4,
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18,
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3
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],
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"downsampling_rates": [
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1,
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4,
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8,
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16
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],
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"drop_path_rate": 0.1,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_sizes": [
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64,
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128,
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320,
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512
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],
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"id2label": {
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"0": "BACKGROUND",
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"1": "NUCLEUS",
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"2": "CLUSTER",
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"3": "SATELLITE",
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"4": "NUCLEUS_OUT_OF_FOCUS",
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"5": "OVERLAPPED_NUCLEI",
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"6": "NON_VIABLE_NUCLEUS",
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"7": "LEUKOCYTE_NUCLEUS"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"label2id": {
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"BACKGROUND": 0,
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"CLUSTER": 2,
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"LEUKOCYTE_NUCLEUS": 7,
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"NON_VIABLE_NUCLEUS": 6,
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"NUCLEUS": 1,
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"NUCLEUS_OUT_OF_FOCUS": 4,
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"OVERLAPPED_NUCLEI": 5,
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"SATELLITE": 3
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},
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"layer_norm_eps": 1e-06,
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"loss_function_weights": [
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0.4,
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0.725,
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0.525,
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0.881,
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0.946,
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0.968,
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0.987,
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0.968
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],
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"mlp_ratios": [
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4,
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4,
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4,
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4
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],
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"model_type": "segformer",
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"num_attention_heads": [
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1,
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2,
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5,
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8
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],
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"num_channels": 3,
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"num_encoder_blocks": 4,
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"patch_sizes": [
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7,
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3,
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3,
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3
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],
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"reshape_last_stage": true,
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"semantic_loss_ignore_index": 255,
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"sr_ratios": [
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8,
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4,
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2,
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1
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],
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"strides": [
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4,
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2,
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2,
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2
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],
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"torch_dtype": "float32",
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"transformers_version": "4.22.1"
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}
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pytorch_model.bin
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:38a897ab96e073e3b25bf151bf7ce967cd2fefd0dcf1475db138605ab7ae1f21
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size 189130233
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