Training in progress, epoch 0

config.json

@@ -1,18 +1,27 @@
 {
-  "_name_or_path": "microsoft/beit-base-finetuned-ade-640-640",
-  "add_fpn": false,
+  "_commit_hash": "bc15f29aa3a80d532f2ed650b5e16ac48d8958f9",
+  "_name_or_path": "Intel/dpt-large",
+  "add_projection": false,
   "architectures": [
-    "BeitForSemanticSegmentation"
+    "DPTForSemanticSegmentation"
   ],
   "attention_probs_dropout_prob": 0.0,
-  "auxiliary_channels": 256,
-  "auxiliary_concat_input": false,
   "auxiliary_loss_weight": 0.4,
-  "auxiliary_num_convs": 1,
-  "drop_path_rate": 0.1,
+  "backbone": null,
+  "backbone_config": null,
+  "backbone_featmap_shape": null,
+  "backbone_kwargs": null,
+  "backbone_out_indices": [
+    5,
+    11,
+    17,
+    23
+  ],
+  "fusion_hidden_size": 256,
+  "head_in_index": -1,
   "hidden_act": "gelu",
   "hidden_dropout_prob": 0.0,
-  "hidden_size": 768,
+  "hidden_size": 1024,
   "id2label": {
     "0": "unlabeled",
     "1": "flat-road",
@@ -50,9 +59,10 @@
     "33": "void-static",
     "34": "void-unclear"
   },
-  "image_size": 640,
+  "image_size": 384,
   "initializer_range": 0.02,
-  "intermediate_size": 3072,
+  "intermediate_size": 4096,
+  "is_hybrid": false,
   "label2id": {
     "construction-bridge": "22",
     "construction-building": "18",
@@ -91,60 +101,34 @@
     "void-unclear": "34"
   },
   "layer_norm_eps": 1e-12,
-  "layer_scale_init_value": 0.1,
-  "model_type": "beit",
-  "num_attention_heads": 12,
-  "num_channels": 3,
-  "num_hidden_layers": 12,
-  "out_features": [
-    "stage3",
-    "stage5",
-    "stage7",
-    "stage11"
-  ],
-  "out_indices": [
-    3,
-    5,
-    7,
-    11
+  "model_type": "dpt",
+  "neck_hidden_sizes": [
+    256,
+    512,
+    1024,
+    1024
   ],
+  "neck_ignore_stages": [],
+  "num_attention_heads": 16,
+  "num_channels": 3,
+  "num_hidden_layers": 24,
   "patch_size": 16,
-  "pool_scales": [
-    1,
+  "qkv_bias": true,
+  "readout_type": "project",
+  "reassemble_factors": [
+    4,
     2,
-    3,
-    6
-  ],
-  "reshape_hidden_states": true,
-  "segmentation_indices": [
-    3,
-    5,
-    7,
-    11
+    1,
+    0.5
   ],
+  "semantic_classifier_dropout": 0.1,
   "semantic_loss_ignore_index": 255,
-  "stage_names": [
-    "stem",
-    "stage1",
-    "stage2",
-    "stage3",
-    "stage4",
-    "stage5",
-    "stage6",
-    "stage7",
-    "stage8",
-    "stage9",
-    "stage10",
-    "stage11",
-    "stage12"
-  ],
   "torch_dtype": "float32",
-  "transformers_version": "4.47.0.dev0",
-  "use_absolute_position_embeddings": false,
+  "transformers_version": "4.18.0.dev0",
+  "use_autobackbone": false,
   "use_auxiliary_head": true,
-  "use_mask_token": false,
-  "use_mean_pooling": true,
-  "use_relative_position_bias": true,
-  "use_shared_relative_position_bias": false,
-  "vocab_size": 8192
+  "use_batch_norm_in_fusion_residual": false,
+  "use_bias_in_fusion_residual": null,
+  "use_pretrained_backbone": false,
+  "use_timm_backbone": false
 }

model.safetensors

@@ -1,3 +1,3 @@
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preprocessor_config.json

@@ -1,28 +1,26 @@
 {
-  "crop_size": {
-    "height": 224,
-    "width": 224
-  },
-  "do_center_crop": false,
   "do_normalize": true,
-  "do_reduce_labels": false,
+  "do_pad": false,
   "do_rescale": true,
   "do_resize": true,
+  "ensure_multiple_of": 1,
   "image_mean": [
     0.5,
     0.5,
     0.5
   ],
-  "image_processor_type": "BeitImageProcessor",
+  "image_processor_type": "DPTImageProcessor",
   "image_std": [
     0.5,
     0.5,
     0.5
   ],
-  "resample": 3,
+  "keep_aspect_ratio": false,
+  "resample": 2,
   "rescale_factor": 0.00392156862745098,
   "size": {
-    "height": 640,
-    "width": 640
-  }
+    "height": 384,
+    "width": 384
+  },
+  "size_divisor": null
 }

runs/Nov30_13-49-30_769263f60571/events.out.tfevents.1732974586.769263f60571.4604.0

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runs/Nov30_13-51-36_769263f60571/events.out.tfevents.1732974708.769263f60571.5196.0

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training_args.bin

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