Update gradio_utils/utils.py

gradio_utils/utils.py

@@ -1,86 +1,3 @@
-BEST
-markov_bias_dinov2_with_image_attn_adj_supervise.py: 91.41
-markov_bias_dinov2_with_image_attn_adj_no_entrop.py: 90.28
-markov_bias_dinov2_with_image_attn_adj.py: 89.2
-markov_bias_dinov2_no_image_attn_adj_small_entrop.py: 90.07
-markov_bias_dinov2_no_image_attn_adj_no_entrop.py: 89.53
-markov_bias_dinov2_no_image_attn_adj_entrop_supervise.py: 89.83
-markov_bias_dinov2_with_image_attn_adj_small_entrop.py: 90.12
-markov_bias_dinov2_with_image_attn_adj_entrop_supervise.py: 89.66
-markov_bias_dinov2_no_image_attn_adj_supervise.py: 90.87
-markov_bias_dinov2_no_image_attn_adj.py: 88.81
-
-LATEST
-markov_bias_dinov2_with_image_attn_adj_supervise.py: 91.28
-markov_bias_dinov2_with_image_attn_adj_no_entrop.py: 91.05
-markov_bias_dinov2_with_image_attn_adj.py: 81.32
-markov_bias_dinov2_no_image_attn_adj_small_entrop.py: 90.07
-markov_bias_dinov2_no_image_attn_adj_no_entrop.py: 90.99
-markov_bias_dinov2_no_image_attn_adj_entrop_supervise.py: 89.83
-markov_bias_dinov2_with_image_attn_adj_small_entrop.py: 90.89
-markov_bias_dinov2_with_image_attn_adj_entrop_supervise.py: 89.66
-markov_bias_dinov2_no_image_attn_adj_supervise.py: 90.99
-markov_bias_dinov2_no_image_attn_adj.py: 89.1
-
-
-
-
-self.detach().cpu().numpy() if self.dtype.is_numpy_compatible else self
-
- sed 's/nameserver 10.*/nameserver 132.66.150.2/' /etc/resolv.conf >/tmp/R$$ ;  cp /tmp/R$$ /etc/resolv.conf
- 
- 
-
-Scores
-markov_bias_mlp_gt.py: 92.17
-markov_bias_mlp_supervise_encoder.py: 91.21
-markov_bias_mlp_small_entrop.py: 88.66
-markov_bias_mlp_small_entrop_support_pe.py: 87.57
-markov_bias_mlp_no_entrop.py: 90.66
-markov_bias_mlp_gt_no_heatmap.py: 92.46
-markov_bias_mlp_gt_no_encoder.py: 89.22
-markov_bias_mlp_small_entrop_support_pe_encoder.py: 91.36
-markov_bias_mlp_small_entrop_encoder.py: 89.72
-markov_bias_mlp_gt_no_encoder_deform_attn.py: 91.42
-markov_bias_mlp_supervise.py: 91.45
-
-
-markov_bias_mlp_gt.py: 92.39
-markov_bias_mlp_supervise_encoder.py: 91.25
-markov_bias_mlp_small_entrop.py: 88.66
-markov_bias_mlp_small_entrop_support_pe.py: 87.57
-markov_bias_mlp_no_entrop.py: 90.82
-markov_bias_mlp_gt_no_heatmap.py: 92.44
-markov_bias_mlp_gt_no_encoder.py: 91.29
-markov_bias_mlp_small_entrop_support_pe_encoder.py: 91.02
-markov_bias_mlp_small_entrop_encoder.py: 91.04
-markov_bias_mlp_gt_no_encoder_deform_attn.py: 91.42
-markov_bias_mlp_supervise.py: 91.13
-
-
-
-Scores
-
-markov_bias_attn_no_heatmap_supervise.py: 91.49
-markov_bias_attn_no_heatmap_small_entrop.py: 91.01
-
-one_stage_small_gt.py: 89.62
-one_stage_small_mlp.py: 89.59
-one_stage_small_attn.py: 89.17
-
-one_stage_attn_skeleton_encoder_only.py: 91.67
-one_stage_gt.py: 92.49
-one_stage_mlp.py: 91.73
-one_stage_no_attn_bias_skeleton_attn.py: 91.75
-one_stage_mlp_skeleton_encoder_only.py: 91.64
-one_stage_no_graphs_gt.py: 91.09
-one_stage_attn.py: 91.65
-one_stage_no_attention_bias_gt.py: 92.65
-
-
-TO DO:
-Eval: markov_additional, auxilery_decoder_feat_supervis, edge_features
-
 import copy
 import spaces
 import json