End of training
Browse files- README.md +3 -1
- all_results.json +54 -0
- test_results.json +49 -0
- train_results.json +8 -0
- trainer_state.json +612 -0
README.md
CHANGED
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@@ -3,6 +3,8 @@ library_name: transformers
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license: apache-2.0
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base_model: PekingU/rtdetr_r50vd
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tags:
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- generated_from_trainer
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model-index:
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- name: suas-2025-rtdetr-finetuned-b16-lr1e-5
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@@ -14,7 +16,7 @@ should probably proofread and complete it, then remove this comment. -->
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# suas-2025-rtdetr-finetuned-b16-lr1e-5
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-
This model is a fine-tuned version of [PekingU/rtdetr_r50vd](https://huggingface.co/PekingU/rtdetr_r50vd) on
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It achieves the following results on the evaluation set:
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- Loss: 3.6523
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| 20 |
- Map: 0.8465
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| 3 |
license: apache-2.0
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| 4 |
base_model: PekingU/rtdetr_r50vd
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| 5 |
tags:
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+
- object-detection
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+
- vision
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| 8 |
- generated_from_trainer
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| 9 |
model-index:
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- name: suas-2025-rtdetr-finetuned-b16-lr1e-5
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# suas-2025-rtdetr-finetuned-b16-lr1e-5
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+
This model is a fine-tuned version of [PekingU/rtdetr_r50vd](https://huggingface.co/PekingU/rtdetr_r50vd) on the mfly-auton/suas-2025-synthetic-data dataset.
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| 20 |
It achieves the following results on the evaluation set:
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| 21 |
- Loss: 3.6523
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| 22 |
- Map: 0.8465
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all_results.json
ADDED
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@@ -0,0 +1,54 @@
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+
{
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+
"epoch": 10.0,
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| 3 |
+
"test_loss": 3.641826868057251,
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| 4 |
+
"test_map": 0.8516,
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| 5 |
+
"test_map_50": 0.9297,
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| 6 |
+
"test_map_75": 0.9242,
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| 7 |
+
"test_map_baseball-bat": 0.8122,
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| 8 |
+
"test_map_basketball": 0.8229,
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| 9 |
+
"test_map_car": -1.0,
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| 10 |
+
"test_map_football": 0.7657,
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| 11 |
+
"test_map_human": 0.9395,
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| 12 |
+
"test_map_large": 0.9254,
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| 13 |
+
"test_map_luggage": 0.8425,
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| 14 |
+
"test_map_mattress": 0.9607,
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| 15 |
+
"test_map_medium": 0.8596,
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| 16 |
+
"test_map_motorcycle": 0.9338,
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| 17 |
+
"test_map_skis": 0.6855,
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| 18 |
+
"test_map_small": 0.7653,
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| 19 |
+
"test_map_snowboard": 0.9849,
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| 20 |
+
"test_map_soccer-ball": 0.8242,
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| 21 |
+
"test_map_stop-sign": 0.9766,
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| 22 |
+
"test_map_tennis-racket": 0.7259,
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| 23 |
+
"test_map_umbrella": 0.8418,
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| 24 |
+
"test_map_volleyball": 0.8063,
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| 25 |
+
"test_mar_1": 0.804,
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| 26 |
+
"test_mar_10": 0.9269,
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| 27 |
+
"test_mar_100": 0.9297,
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| 28 |
+
"test_mar_100_baseball-bat": 0.887,
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| 29 |
+
"test_mar_100_basketball": 0.901,
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| 30 |
+
"test_mar_100_car": -1.0,
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| 31 |
+
"test_mar_100_football": 0.8143,
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| 32 |
+
"test_mar_100_human": 0.9639,
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| 33 |
+
"test_mar_100_luggage": 0.9124,
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| 34 |
+
"test_mar_100_mattress": 0.9924,
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+
"test_mar_100_motorcycle": 0.9768,
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| 36 |
+
"test_mar_100_skis": 0.996,
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| 37 |
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"test_mar_100_snowboard": 0.9962,
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| 38 |
+
"test_mar_100_soccer-ball": 0.8698,
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| 39 |
+
"test_mar_100_stop-sign": 0.994,
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| 40 |
+
"test_mar_100_tennis-racket": 0.8665,
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| 41 |
+
"test_mar_100_umbrella": 0.9828,
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| 42 |
+
"test_mar_100_volleyball": 0.8632,
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| 43 |
+
"test_mar_large": 0.9933,
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| 44 |
+
"test_mar_medium": 0.9462,
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| 45 |
+
"test_mar_small": 0.8267,
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| 46 |
+
"test_runtime": 72.5857,
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| 47 |
+
"test_samples_per_second": 20.665,
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| 48 |
+
"test_steps_per_second": 0.648,
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| 49 |
+
"total_flos": 2.2065014071296e+19,
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| 50 |
+
"train_loss": 7.963780066085189,
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| 51 |
+
"train_runtime": 3254.086,
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| 52 |
+
"train_samples_per_second": 21.511,
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| 53 |
+
"train_steps_per_second": 1.346
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| 54 |
+
}
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test_results.json
ADDED
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@@ -0,0 +1,49 @@
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{
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"epoch": 10.0,
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+
"test_loss": 3.641826868057251,
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| 4 |
+
"test_map": 0.8516,
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| 5 |
+
"test_map_50": 0.9297,
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| 6 |
+
"test_map_75": 0.9242,
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| 7 |
+
"test_map_baseball-bat": 0.8122,
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| 8 |
+
"test_map_basketball": 0.8229,
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| 9 |
+
"test_map_car": -1.0,
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| 10 |
+
"test_map_football": 0.7657,
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| 11 |
+
"test_map_human": 0.9395,
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| 12 |
+
"test_map_large": 0.9254,
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| 13 |
+
"test_map_luggage": 0.8425,
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| 14 |
+
"test_map_mattress": 0.9607,
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| 15 |
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"test_map_medium": 0.8596,
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| 16 |
+
"test_map_motorcycle": 0.9338,
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| 17 |
+
"test_map_skis": 0.6855,
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| 18 |
+
"test_map_small": 0.7653,
|
| 19 |
+
"test_map_snowboard": 0.9849,
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| 20 |
+
"test_map_soccer-ball": 0.8242,
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| 21 |
+
"test_map_stop-sign": 0.9766,
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| 22 |
+
"test_map_tennis-racket": 0.7259,
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| 23 |
+
"test_map_umbrella": 0.8418,
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| 24 |
+
"test_map_volleyball": 0.8063,
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| 25 |
+
"test_mar_1": 0.804,
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| 26 |
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"test_mar_10": 0.9269,
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| 27 |
+
"test_mar_100": 0.9297,
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| 28 |
+
"test_mar_100_baseball-bat": 0.887,
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| 29 |
+
"test_mar_100_basketball": 0.901,
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| 30 |
+
"test_mar_100_car": -1.0,
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| 31 |
+
"test_mar_100_football": 0.8143,
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| 32 |
+
"test_mar_100_human": 0.9639,
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| 33 |
+
"test_mar_100_luggage": 0.9124,
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| 34 |
+
"test_mar_100_mattress": 0.9924,
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| 35 |
+
"test_mar_100_motorcycle": 0.9768,
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| 36 |
+
"test_mar_100_skis": 0.996,
|
| 37 |
+
"test_mar_100_snowboard": 0.9962,
|
| 38 |
+
"test_mar_100_soccer-ball": 0.8698,
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| 39 |
+
"test_mar_100_stop-sign": 0.994,
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| 40 |
+
"test_mar_100_tennis-racket": 0.8665,
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| 41 |
+
"test_mar_100_umbrella": 0.9828,
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| 42 |
+
"test_mar_100_volleyball": 0.8632,
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| 43 |
+
"test_mar_large": 0.9933,
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| 44 |
+
"test_mar_medium": 0.9462,
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| 45 |
+
"test_mar_small": 0.8267,
|
| 46 |
+
"test_runtime": 72.5857,
|
| 47 |
+
"test_samples_per_second": 20.665,
|
| 48 |
+
"test_steps_per_second": 0.648
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| 49 |
+
}
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train_results.json
ADDED
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@@ -0,0 +1,8 @@
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{
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"epoch": 10.0,
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| 3 |
+
"total_flos": 2.2065014071296e+19,
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| 4 |
+
"train_loss": 7.963780066085189,
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| 5 |
+
"train_runtime": 3254.086,
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| 6 |
+
"train_samples_per_second": 21.511,
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| 7 |
+
"train_steps_per_second": 1.346
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| 8 |
+
}
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trainer_state.json
ADDED
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@@ -0,0 +1,612 @@
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