Training in progress, epoch 1

config.json

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+{
+  "_name_or_path": "microsoft/conditional-detr-resnet-50",
+  "activation_dropout": 0.0,
+  "activation_function": "relu",
+  "architectures": [
+    "ConditionalDetrForObjectDetection"
+  ],
+  "attention_dropout": 0.0,
+  "auxiliary_loss": false,
+  "backbone": "resnet50",
+  "backbone_config": null,
+  "backbone_kwargs": {
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+    "out_indices": [
+      1,
+      2,
+      3,
+      4
+    ]
+  },
+  "bbox_cost": 5,
+  "bbox_loss_coefficient": 5,
+  "class_cost": 2,
+  "cls_loss_coefficient": 2,
+  "d_model": 256,
+  "decoder_attention_heads": 8,
+  "decoder_ffn_dim": 2048,
+  "decoder_layerdrop": 0.0,
+  "decoder_layers": 6,
+  "dice_loss_coefficient": 1,
+  "dilation": false,
+  "dropout": 0.1,
+  "encoder_attention_heads": 8,
+  "encoder_ffn_dim": 2048,
+  "encoder_layerdrop": 0.0,
+  "encoder_layers": 6,
+  "focal_alpha": 0.25,
+  "giou_cost": 2,
+  "giou_loss_coefficient": 2,
+  "id2label": {
+    "0": "Spinal Canal Stenosis L1/L2",
+    "1": "Spinal Canal Stenosis L2/L3",
+    "2": "Spinal Canal Stenosis L3/L4",
+    "3": "Spinal Canal Stenosis L4/L5",
+    "4": "Spinal Canal Stenosis L5/S1",
+    "5": "Right Neural Foraminal Narrowing L4/L5",
+    "6": "Right Neural Foraminal Narrowing L5/S1",
+    "7": "Right Neural Foraminal Narrowing L3/L4",
+    "8": "Right Neural Foraminal Narrowing L1/L2",
+    "9": "Right Neural Foraminal Narrowing L2/L3",
+    "10": "Left Neural Foraminal Narrowing L1/L2",
+    "11": "Left Neural Foraminal Narrowing L4/L5",
+    "12": "Left Neural Foraminal Narrowing L5/S1",
+    "13": "Left Neural Foraminal Narrowing L2/L3",
+    "14": "Left Neural Foraminal Narrowing L3/L4",
+    "15": "Left Subarticular Stenosis L1/L2",
+    "16": "Right Subarticular Stenosis L1/L2",
+    "17": "Left Subarticular Stenosis L2/L3",
+    "18": "Right Subarticular Stenosis L2/L3",
+    "19": "Left Subarticular Stenosis L3/L4",
+    "20": "Right Subarticular Stenosis L3/L4",
+    "21": "Left Subarticular Stenosis L4/L5",
+    "22": "Right Subarticular Stenosis L4/L5",
+    "23": "Left Subarticular Stenosis L5/S1",
+    "24": "Right Subarticular Stenosis L5/S1"
+  },
+  "init_std": 0.02,
+  "init_xavier_std": 1.0,
+  "is_encoder_decoder": true,
+  "label2id": {
+    "Left Neural Foraminal Narrowing L1/L2": 10,
+    "Left Neural Foraminal Narrowing L2/L3": 13,
+    "Left Neural Foraminal Narrowing L3/L4": 14,
+    "Left Neural Foraminal Narrowing L4/L5": 11,
+    "Left Neural Foraminal Narrowing L5/S1": 12,
+    "Left Subarticular Stenosis L1/L2": 15,
+    "Left Subarticular Stenosis L2/L3": 17,
+    "Left Subarticular Stenosis L3/L4": 19,
+    "Left Subarticular Stenosis L4/L5": 21,
+    "Left Subarticular Stenosis L5/S1": 23,
+    "Right Neural Foraminal Narrowing L1/L2": 8,
+    "Right Neural Foraminal Narrowing L2/L3": 9,
+    "Right Neural Foraminal Narrowing L3/L4": 7,
+    "Right Neural Foraminal Narrowing L4/L5": 5,
+    "Right Neural Foraminal Narrowing L5/S1": 6,
+    "Right Subarticular Stenosis L1/L2": 16,
+    "Right Subarticular Stenosis L2/L3": 18,
+    "Right Subarticular Stenosis L3/L4": 20,
+    "Right Subarticular Stenosis L4/L5": 22,
+    "Right Subarticular Stenosis L5/S1": 24,
+    "Spinal Canal Stenosis L1/L2": 0,
+    "Spinal Canal Stenosis L2/L3": 1,
+    "Spinal Canal Stenosis L3/L4": 2,
+    "Spinal Canal Stenosis L4/L5": 3,
+    "Spinal Canal Stenosis L5/S1": 4
+  },
+  "mask_loss_coefficient": 1,
+  "max_position_embeddings": 1024,
+  "model_type": "conditional_detr",
+  "num_channels": 3,
+  "num_hidden_layers": 6,
+  "num_queries": 300,
+  "position_embedding_type": "sine",
+  "scale_embedding": false,
+  "torch_dtype": "float32",
+  "transformers_version": "4.41.2",
+  "use_pretrained_backbone": true,
+  "use_timm_backbone": true
+}

model.safetensors

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preprocessor_config.json

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+{
+  "_valid_processor_keys": [
+    "images",
+    "annotations",
+    "return_segmentation_masks",
+    "masks_path",
+    "do_resize",
+    "size",
+    "resample",
+    "do_rescale",
+    "rescale_factor",
+    "do_normalize",
+    "do_convert_annotations",
+    "image_mean",
+    "image_std",
+    "do_pad",
+    "format",
+    "return_tensors",
+    "data_format",
+    "input_data_format"
+  ],
+  "do_convert_annotations": true,
+  "do_normalize": true,
+  "do_pad": false,
+  "do_rescale": true,
+  "do_resize": false,
+  "format": "coco_detection",
+  "image_mean": [
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+    0.456,
+    0.406
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+  "image_processor_type": "ConditionalDetrImageProcessor",
+  "image_std": [
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+    0.224,
+    0.225
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+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "longest_edge": 1333,
+    "shortest_edge": 800
+  }
+}

runs/Jun13_13-59-45_aa257b34ea84/events.out.tfevents.1718287186.aa257b34ea84.34.0

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training_args.bin

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