End of training

README.md

@@ -2,6 +2,8 @@
 license: apache-2.0
 base_model: microsoft/conditional-detr-resnet-50
 tags:
+- object-detection
+- vision
 - generated_from_trainer
 model-index:
 - name: microsoft-conditional-detr-resnet-50-finetuned-10k-cppe5-manual-pad
@@ -14,7 +16,7 @@ should probably proofread and complete it, then remove this comment. -->
 [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/qubvel-hf-co/transformers-detection-model-finetuning-cppe5/runs/0v3xmpkq)
 # microsoft-conditional-detr-resnet-50-finetuned-10k-cppe5-manual-pad
 
-This model is a fine-tuned version of [microsoft/conditional-detr-resnet-50](https://huggingface.co/microsoft/conditional-detr-resnet-50) on an unknown dataset.
+This model is a fine-tuned version of [microsoft/conditional-detr-resnet-50](https://huggingface.co/microsoft/conditional-detr-resnet-50) on the cppe-5 dataset.
 It achieves the following results on the evaluation set:
 - Loss: 1.3721
 - Map: 0.3104
@@ -59,7 +61,7 @@ More information needed
 The following hyperparameters were used during training:
 - learning_rate: 5e-05
 - train_batch_size: 8
-- eval_batch_size: 8
+- eval_batch_size: 1
 - seed: 1337
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear

all_results.json

@@ -26,35 +26,35 @@
     "eval_runtime": 6.5804,
     "eval_samples_per_second": 22.795,
     "eval_steps_per_second": 2.887,
-    "test_loss": 1.0588135719299316,
-    "test_map": 0.4294,
-    "test_map_50": 0.8118,
-    "test_map_75": 0.3741,
-    "test_map_Coverall": 0.6132,
-    "test_map_Face_Shield": 0.5433,
-    "test_map_Gloves": 0.3281,
-    "test_map_Goggles": 0.2515,
-    "test_map_Mask": 0.4107,
-    "test_map_large": 0.6842,
-    "test_map_medium": 0.286,
-    "test_map_small": 0.4334,
-    "test_mar_1": 0.3424,
-    "test_mar_10": 0.5407,
-    "test_mar_100": 0.5501,
-    "test_mar_100_Coverall": 0.7022,
-    "test_mar_100_Face_Shield": 0.6647,
-    "test_mar_100_Gloves": 0.4393,
-    "test_mar_100_Goggles": 0.4344,
-    "test_mar_100_Mask": 0.5096,
-    "test_mar_large": 0.7515,
-    "test_mar_medium": 0.4006,
-    "test_mar_small": 0.4735,
-    "test_runtime": 2.1332,
-    "test_samples_per_second": 13.594,
-    "test_steps_per_second": 1.875,
+    "test_loss": 1.3375813961029053,
+    "test_map": 0.3289,
+    "test_map_50": 0.7113,
+    "test_map_75": 0.2302,
+    "test_map_Coverall": 0.5889,
+    "test_map_Face_Shield": 0.4222,
+    "test_map_Gloves": 0.2647,
+    "test_map_Goggles": 0.1275,
+    "test_map_Mask": 0.2414,
+    "test_map_large": 0.5928,
+    "test_map_medium": 0.2204,
+    "test_map_small": 0.1512,
+    "test_mar_1": 0.2714,
+    "test_mar_10": 0.4415,
+    "test_mar_100": 0.4529,
+    "test_mar_100_Coverall": 0.6956,
+    "test_mar_100_Face_Shield": 0.5647,
+    "test_mar_100_Gloves": 0.3705,
+    "test_mar_100_Goggles": 0.2781,
+    "test_mar_100_Mask": 0.3558,
+    "test_mar_large": 0.6744,
+    "test_mar_medium": 0.317,
+    "test_mar_small": 0.2174,
+    "test_runtime": 3.8247,
+    "test_samples_per_second": 7.582,
+    "test_steps_per_second": 7.582,
     "total_flos": 2.386038004919996e+19,
-    "train_loss": 0.934452736756512,
-    "train_runtime": 5543.1729,
-    "train_samples_per_second": 15.334,
-    "train_steps_per_second": 1.93
+    "train_loss": 0.0,
+    "train_runtime": 4.3704,
+    "train_samples_per_second": 19448.902,
+    "train_steps_per_second": 2448.274
 }

test_results.json

@@ -1,29 +1,29 @@
 {
     "epoch": 100.0,
-    "test_loss": 1.0588135719299316,
-    "test_map": 0.4294,
-    "test_map_50": 0.8118,
-    "test_map_75": 0.3741,
-    "test_map_Coverall": 0.6132,
-    "test_map_Face_Shield": 0.5433,
-    "test_map_Gloves": 0.3281,
-    "test_map_Goggles": 0.2515,
-    "test_map_Mask": 0.4107,
-    "test_map_large": 0.6842,
-    "test_map_medium": 0.286,
-    "test_map_small": 0.4334,
-    "test_mar_1": 0.3424,
-    "test_mar_10": 0.5407,
-    "test_mar_100": 0.5501,
-    "test_mar_100_Coverall": 0.7022,
-    "test_mar_100_Face_Shield": 0.6647,
-    "test_mar_100_Gloves": 0.4393,
-    "test_mar_100_Goggles": 0.4344,
-    "test_mar_100_Mask": 0.5096,
-    "test_mar_large": 0.7515,
-    "test_mar_medium": 0.4006,
-    "test_mar_small": 0.4735,
-    "test_runtime": 2.1332,
-    "test_samples_per_second": 13.594,
-    "test_steps_per_second": 1.875
+    "test_loss": 1.3375813961029053,
+    "test_map": 0.3289,
+    "test_map_50": 0.7113,
+    "test_map_75": 0.2302,
+    "test_map_Coverall": 0.5889,
+    "test_map_Face_Shield": 0.4222,
+    "test_map_Gloves": 0.2647,
+    "test_map_Goggles": 0.1275,
+    "test_map_Mask": 0.2414,
+    "test_map_large": 0.5928,
+    "test_map_medium": 0.2204,
+    "test_map_small": 0.1512,
+    "test_mar_1": 0.2714,
+    "test_mar_10": 0.4415,
+    "test_mar_100": 0.4529,
+    "test_mar_100_Coverall": 0.6956,
+    "test_mar_100_Face_Shield": 0.5647,
+    "test_mar_100_Gloves": 0.3705,
+    "test_mar_100_Goggles": 0.2781,
+    "test_mar_100_Mask": 0.3558,
+    "test_mar_large": 0.6744,
+    "test_mar_medium": 0.317,
+    "test_mar_small": 0.2174,
+    "test_runtime": 3.8247,
+    "test_samples_per_second": 7.582,
+    "test_steps_per_second": 7.582
 }

train_results.json

@@ -1,8 +1,8 @@
 {
     "epoch": 100.0,
     "total_flos": 2.386038004919996e+19,
-    "train_loss": 0.934452736756512,
-    "train_runtime": 5543.1729,
-    "train_samples_per_second": 15.334,
-    "train_steps_per_second": 1.93
+    "train_loss": 0.0,
+    "train_runtime": 4.3704,
+    "train_samples_per_second": 19448.902,
+    "train_steps_per_second": 2448.274
 }

trainer_state.json

@@ -3712,10 +3712,10 @@
       "epoch": 100.0,
       "step": 10700,
       "total_flos": 2.386038004919996e+19,
-      "train_loss": 0.934452736756512,
-      "train_runtime": 5543.1729,
-      "train_samples_per_second": 15.334,
-      "train_steps_per_second": 1.93
+      "train_loss": 0.0,
+      "train_runtime": 4.3704,
+      "train_samples_per_second": 19448.902,
+      "train_steps_per_second": 2448.274
     }
   ],
   "logging_steps": 500,

training_args.bin

@@ -1,3 +1,3 @@
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