drop legacy training_config.json (renamed to config.json)
Browse files- training_config.json +0 -109
training_config.json
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{
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"model": {
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"type": "detector-v4",
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"labels": [
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"interaction"
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],
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"num_queries": 12,
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"num_classes": 2,
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"use_stuff_head": true,
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"stuff_classes": [
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0
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],
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"mlp_point_proj": false,
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"full_in_channels": 1232,
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"hidden_channels": 256,
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"num_heads": 16,
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"depth": 3,
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"mlp_ratio": 4.0,
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"qkv_bias": true,
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"qk_scale": null,
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"layer_scale": null,
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"pre_norm": true,
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"query_type": "learned",
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"pos_emb": true,
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"supervise_attn_mask": true,
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"enable_flash": false,
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"upcast_attention": false,
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"upcast_softmax": false,
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"backbone": {
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"type": "PT-v3m2",
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"in_channels": 4,
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"order": [
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"hilbert",
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"hilbert-trans",
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"z",
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"z-trans"
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],
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"stride": [
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2,
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2,
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2,
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2
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],
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"enc_depths": [
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3,
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3,
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3,
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9,
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3
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],
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"enc_channels": [
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48,
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96,
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192,
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384,
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512
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],
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"enc_num_head": [
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3,
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6,
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12,
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24,
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32
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],
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"enc_patch_size": [
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256,
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256,
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256,
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256,
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256
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],
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"mlp_ratio": 4,
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"qkv_bias": true,
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"qk_scale": null,
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"layer_scale": 1e-05,
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"attn_drop": 0.0,
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"proj_drop": 0.0,
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"drop_path": 0.3,
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"shuffle_orders": true,
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"pre_norm": true,
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"enable_rpe": false,
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"enable_flash": true,
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"upcast_attention": false,
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"upcast_softmax": false,
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"traceable": false,
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"mask_token": false,
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"enc_mode": true,
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"freeze_encoder": false
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},
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"criteria": [
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{
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"type": "FastUnifiedInstanceLoss",
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"cost_mask": 1.0,
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"cost_dice": 1.0,
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"cost_class": 1.0,
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"loss_weight_focal": 2.0,
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"loss_weight_dice": 5.0,
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"cls_weight_matched": 2.0,
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"cls_weight_noobj": 0.5,
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"focal_alpha": 0.25,
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"focal_gamma": 2.0,
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"aux_loss_weight": 1.0,
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"num_points": 100000,
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"truth_label": "instance",
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"noobj_mask_loss_weight": 0.0
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}
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]
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}
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}
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