End of training

README.md

@@ -2,6 +2,8 @@
 license: apache-2.0
 base_model: SenseTime/deformable-detr
 tags:
+- object-detection
+- vision
 - generated_from_trainer
 model-index:
 - name: sensetime-deformable-detr-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/tmhaicli)
 # sensetime-deformable-detr-finetuned-10k-cppe5-manual-pad
 
-This model is a fine-tuned version of [SenseTime/deformable-detr](https://huggingface.co/SenseTime/deformable-detr) on an unknown dataset.
+This model is a fine-tuned version of [SenseTime/deformable-detr](https://huggingface.co/SenseTime/deformable-detr) on the cppe-5 dataset.
 It achieves the following results on the evaluation set:
 - Loss: 1.0442
 - Map: 0.3514
@@ -59,7 +61,7 @@ More information needed
 The following hyperparameters were used during training:
 - learning_rate: 5e-05
 - train_batch_size: 4
-- eval_batch_size: 8
+- eval_batch_size: 1
 - seed: 1337
 - gradient_accumulation_steps: 2
 - total_train_batch_size: 8

all_results.json

@@ -26,35 +26,35 @@
     "eval_runtime": 15.6632,
     "eval_samples_per_second": 9.577,
     "eval_steps_per_second": 1.213,
-    "test_loss": 0.7814600467681885,
-    "test_map": 0.5279,
-    "test_map_50": 0.8341,
-    "test_map_75": 0.5627,
-    "test_map_Coverall": 0.6264,
-    "test_map_Face_Shield": 0.612,
-    "test_map_Gloves": 0.4778,
-    "test_map_Goggles": 0.4403,
-    "test_map_Mask": 0.4831,
-    "test_map_large": 0.705,
-    "test_map_medium": 0.4585,
-    "test_map_small": 0.5477,
-    "test_mar_1": 0.3727,
-    "test_mar_10": 0.621,
-    "test_mar_100": 0.6349,
-    "test_mar_100_Coverall": 0.7467,
-    "test_mar_100_Face_Shield": 0.7471,
-    "test_mar_100_Gloves": 0.5738,
-    "test_mar_100_Goggles": 0.5281,
-    "test_mar_100_Mask": 0.5788,
-    "test_mar_large": 0.8137,
-    "test_mar_medium": 0.5441,
-    "test_mar_small": 0.5739,
-    "test_runtime": 3.788,
-    "test_samples_per_second": 7.656,
-    "test_steps_per_second": 1.056,
+    "test_loss": 1.2813646793365479,
+    "test_map": 0.3392,
+    "test_map_50": 0.8178,
+    "test_map_75": 0.1342,
+    "test_map_Coverall": 0.4236,
+    "test_map_Face_Shield": 0.366,
+    "test_map_Gloves": 0.3146,
+    "test_map_Goggles": 0.2668,
+    "test_map_Mask": 0.325,
+    "test_map_large": 0.4557,
+    "test_map_medium": 0.3312,
+    "test_map_small": 0.3208,
+    "test_mar_1": 0.2457,
+    "test_mar_10": 0.4543,
+    "test_mar_100": 0.4723,
+    "test_mar_100_Coverall": 0.5733,
+    "test_mar_100_Face_Shield": 0.5176,
+    "test_mar_100_Gloves": 0.4148,
+    "test_mar_100_Goggles": 0.425,
+    "test_mar_100_Mask": 0.4308,
+    "test_mar_large": 0.5709,
+    "test_mar_medium": 0.4222,
+    "test_mar_small": 0.3702,
+    "test_runtime": 5.3874,
+    "test_samples_per_second": 5.383,
+    "test_steps_per_second": 5.383,
     "total_flos": 2.1870706694064443e+19,
-    "train_loss": 0.7253786786997093,
-    "train_runtime": 17217.4822,
-    "train_samples_per_second": 4.937,
-    "train_steps_per_second": 0.616
+    "train_loss": 0.0,
+    "train_runtime": 2.9311,
+    "train_samples_per_second": 28998.867,
+    "train_steps_per_second": 3616.329
 }

test_results.json

@@ -1,29 +1,29 @@
 {
     "epoch": 99.53051643192488,
-    "test_loss": 0.7814600467681885,
-    "test_map": 0.5279,
-    "test_map_50": 0.8341,
-    "test_map_75": 0.5627,
-    "test_map_Coverall": 0.6264,
-    "test_map_Face_Shield": 0.612,
-    "test_map_Gloves": 0.4778,
-    "test_map_Goggles": 0.4403,
-    "test_map_Mask": 0.4831,
-    "test_map_large": 0.705,
-    "test_map_medium": 0.4585,
-    "test_map_small": 0.5477,
-    "test_mar_1": 0.3727,
-    "test_mar_10": 0.621,
-    "test_mar_100": 0.6349,
-    "test_mar_100_Coverall": 0.7467,
-    "test_mar_100_Face_Shield": 0.7471,
-    "test_mar_100_Gloves": 0.5738,
-    "test_mar_100_Goggles": 0.5281,
-    "test_mar_100_Mask": 0.5788,
-    "test_mar_large": 0.8137,
-    "test_mar_medium": 0.5441,
-    "test_mar_small": 0.5739,
-    "test_runtime": 3.788,
-    "test_samples_per_second": 7.656,
-    "test_steps_per_second": 1.056
+    "test_loss": 1.2813646793365479,
+    "test_map": 0.3392,
+    "test_map_50": 0.8178,
+    "test_map_75": 0.1342,
+    "test_map_Coverall": 0.4236,
+    "test_map_Face_Shield": 0.366,
+    "test_map_Gloves": 0.3146,
+    "test_map_Goggles": 0.2668,
+    "test_map_Mask": 0.325,
+    "test_map_large": 0.4557,
+    "test_map_medium": 0.3312,
+    "test_map_small": 0.3208,
+    "test_mar_1": 0.2457,
+    "test_mar_10": 0.4543,
+    "test_mar_100": 0.4723,
+    "test_mar_100_Coverall": 0.5733,
+    "test_mar_100_Face_Shield": 0.5176,
+    "test_mar_100_Gloves": 0.4148,
+    "test_mar_100_Goggles": 0.425,
+    "test_mar_100_Mask": 0.4308,
+    "test_mar_large": 0.5709,
+    "test_mar_medium": 0.4222,
+    "test_mar_small": 0.3702,
+    "test_runtime": 5.3874,
+    "test_samples_per_second": 5.383,
+    "test_steps_per_second": 5.383
 }

train_results.json

@@ -1,8 +1,8 @@
 {
     "epoch": 99.53051643192488,
     "total_flos": 2.1870706694064443e+19,
-    "train_loss": 0.7253786786997093,
-    "train_runtime": 17217.4822,
-    "train_samples_per_second": 4.937,
-    "train_steps_per_second": 0.616
+    "train_loss": 0.0,
+    "train_runtime": 2.9311,
+    "train_samples_per_second": 28998.867,
+    "train_steps_per_second": 3616.329
 }

trainer_state.json

@@ -3712,10 +3712,10 @@
       "epoch": 99.53051643192488,
       "step": 10600,
       "total_flos": 2.1870706694064443e+19,
-      "train_loss": 0.7253786786997093,
-      "train_runtime": 17217.4822,
-      "train_samples_per_second": 4.937,
-      "train_steps_per_second": 0.616
+      "train_loss": 0.0,
+      "train_runtime": 2.9311,
+      "train_samples_per_second": 28998.867,
+      "train_steps_per_second": 3616.329
     }
   ],
   "logging_steps": 500,

training_args.bin

@@ -1,3 +1,3 @@
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+oid sha256:757bcf200175dacdb9978802ac15e01e66e778a24cd1ea2ff6d5573b7059cbdd
 size 4923