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 +1182 -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-e20-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-e20-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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| 18 |
It achieves the following results on the evaluation set:
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| 19 |
- Loss: 5.3994
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| 20 |
- Map: 0.7432
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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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| 7 |
+
- 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-e20-b16-lr1e-5
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# suas-2025-rtdetr-finetuned-e20-b16-lr1e-5
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| 18 |
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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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- Loss: 5.3994
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| 22 |
- Map: 0.7432
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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": 20.0,
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+
"test_loss": 5.419050693511963,
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+
"test_map": 0.7644,
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| 5 |
+
"test_map_50": 0.8511,
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| 6 |
+
"test_map_75": 0.8455,
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| 7 |
+
"test_map_baseball-bat": 0.7983,
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| 8 |
+
"test_map_basketball": 0.6969,
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| 9 |
+
"test_map_car": -1.0,
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| 10 |
+
"test_map_football": 0.747,
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| 11 |
+
"test_map_human": 0.3809,
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| 12 |
+
"test_map_large": 0.8433,
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| 13 |
+
"test_map_luggage": 0.492,
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| 14 |
+
"test_map_mattress": 0.9521,
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| 15 |
+
"test_map_medium": 0.7684,
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| 16 |
+
"test_map_motorcycle": 0.9094,
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| 17 |
+
"test_map_skis": 0.9583,
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| 18 |
+
"test_map_small": 0.6885,
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| 19 |
+
"test_map_snowboard": 0.731,
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| 20 |
+
"test_map_soccer-ball": 0.6998,
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| 21 |
+
"test_map_stop-sign": 0.9609,
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| 22 |
+
"test_map_tennis-racket": 0.8181,
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| 23 |
+
"test_map_umbrella": 0.9219,
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| 24 |
+
"test_map_volleyball": 0.6351,
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| 25 |
+
"test_mar_1": 0.7681,
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| 26 |
+
"test_mar_10": 0.8939,
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| 27 |
+
"test_mar_100": 0.9036,
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| 28 |
+
"test_mar_100_baseball-bat": 0.8764,
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| 29 |
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"test_mar_100_basketball": 0.7775,
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| 30 |
+
"test_mar_100_car": -1.0,
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| 31 |
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"test_mar_100_football": 0.83,
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| 32 |
+
"test_mar_100_human": 0.8961,
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| 33 |
+
"test_mar_100_luggage": 0.9366,
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| 34 |
+
"test_mar_100_mattress": 0.9949,
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| 35 |
+
"test_mar_100_motorcycle": 0.9728,
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| 36 |
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"test_mar_100_skis": 0.994,
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| 37 |
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"test_mar_100_snowboard": 0.9937,
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| 38 |
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"test_mar_100_soccer-ball": 0.801,
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| 39 |
+
"test_mar_100_stop-sign": 0.9934,
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| 40 |
+
"test_mar_100_tennis-racket": 0.8852,
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| 41 |
+
"test_mar_100_umbrella": 0.9539,
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| 42 |
+
"test_mar_100_volleyball": 0.7444,
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| 43 |
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"test_mar_large": 0.9791,
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| 44 |
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"test_mar_medium": 0.9356,
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| 45 |
+
"test_mar_small": 0.769,
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| 46 |
+
"test_runtime": 72.0047,
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| 47 |
+
"test_samples_per_second": 20.832,
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| 48 |
+
"test_steps_per_second": 0.653,
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| 49 |
+
"total_flos": 4.4130028142592e+19,
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| 50 |
+
"train_loss": 7.772308098779965,
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| 51 |
+
"train_runtime": 6626.0457,
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| 52 |
+
"train_samples_per_second": 21.129,
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| 53 |
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"train_steps_per_second": 1.322
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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": 20.0,
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+
"test_loss": 5.419050693511963,
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| 4 |
+
"test_map": 0.7644,
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| 5 |
+
"test_map_50": 0.8511,
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| 6 |
+
"test_map_75": 0.8455,
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| 7 |
+
"test_map_baseball-bat": 0.7983,
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| 8 |
+
"test_map_basketball": 0.6969,
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| 9 |
+
"test_map_car": -1.0,
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| 10 |
+
"test_map_football": 0.747,
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| 11 |
+
"test_map_human": 0.3809,
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| 12 |
+
"test_map_large": 0.8433,
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| 13 |
+
"test_map_luggage": 0.492,
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| 14 |
+
"test_map_mattress": 0.9521,
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| 15 |
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"test_map_medium": 0.7684,
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| 16 |
+
"test_map_motorcycle": 0.9094,
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| 17 |
+
"test_map_skis": 0.9583,
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| 18 |
+
"test_map_small": 0.6885,
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| 19 |
+
"test_map_snowboard": 0.731,
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| 20 |
+
"test_map_soccer-ball": 0.6998,
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| 21 |
+
"test_map_stop-sign": 0.9609,
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| 22 |
+
"test_map_tennis-racket": 0.8181,
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| 23 |
+
"test_map_umbrella": 0.9219,
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| 24 |
+
"test_map_volleyball": 0.6351,
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| 25 |
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"test_mar_1": 0.7681,
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| 26 |
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"test_mar_10": 0.8939,
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| 27 |
+
"test_mar_100": 0.9036,
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| 28 |
+
"test_mar_100_baseball-bat": 0.8764,
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| 29 |
+
"test_mar_100_basketball": 0.7775,
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| 30 |
+
"test_mar_100_car": -1.0,
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| 31 |
+
"test_mar_100_football": 0.83,
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| 32 |
+
"test_mar_100_human": 0.8961,
|
| 33 |
+
"test_mar_100_luggage": 0.9366,
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| 34 |
+
"test_mar_100_mattress": 0.9949,
|
| 35 |
+
"test_mar_100_motorcycle": 0.9728,
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| 36 |
+
"test_mar_100_skis": 0.994,
|
| 37 |
+
"test_mar_100_snowboard": 0.9937,
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| 38 |
+
"test_mar_100_soccer-ball": 0.801,
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| 39 |
+
"test_mar_100_stop-sign": 0.9934,
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| 40 |
+
"test_mar_100_tennis-racket": 0.8852,
|
| 41 |
+
"test_mar_100_umbrella": 0.9539,
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| 42 |
+
"test_mar_100_volleyball": 0.7444,
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| 43 |
+
"test_mar_large": 0.9791,
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| 44 |
+
"test_mar_medium": 0.9356,
|
| 45 |
+
"test_mar_small": 0.769,
|
| 46 |
+
"test_runtime": 72.0047,
|
| 47 |
+
"test_samples_per_second": 20.832,
|
| 48 |
+
"test_steps_per_second": 0.653
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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": 20.0,
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| 3 |
+
"total_flos": 4.4130028142592e+19,
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| 4 |
+
"train_loss": 7.772308098779965,
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| 5 |
+
"train_runtime": 6626.0457,
|
| 6 |
+
"train_samples_per_second": 21.129,
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| 7 |
+
"train_steps_per_second": 1.322
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| 8 |
+
}
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trainer_state.json
ADDED
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@@ -0,0 +1,1182 @@
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|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.7621,
|
| 3 |
+
"best_model_checkpoint": "rtdetr-finetuned/checkpoint-4380",
|
| 4 |
+
"epoch": 20.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 8760,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 1.0,
|
| 13 |
+
"grad_norm": 40.696903228759766,
|
| 14 |
+
"learning_rate": 4.942922374429224e-06,
|
| 15 |
+
"loss": 31.215,
|
| 16 |
+
"step": 438
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 1.0,
|
| 20 |
+
"eval_loss": 11.533068656921387,
|
| 21 |
+
"eval_map": 0.361,
|
| 22 |
+
"eval_map_50": 0.4429,
|
| 23 |
+
"eval_map_75": 0.3939,
|
| 24 |
+
"eval_map_baseball-bat": 0.5278,
|
| 25 |
+
"eval_map_basketball": 0.201,
|
| 26 |
+
"eval_map_car": -1.0,
|
| 27 |
+
"eval_map_football": 0.0954,
|
| 28 |
+
"eval_map_human": 0.2978,
|
| 29 |
+
"eval_map_large": 0.4631,
|
| 30 |
+
"eval_map_luggage": 0.2173,
|
| 31 |
+
"eval_map_mattress": 0.9008,
|
| 32 |
+
"eval_map_medium": 0.3572,
|
| 33 |
+
"eval_map_motorcycle": 0.2558,
|
| 34 |
+
"eval_map_skis": 0.3715,
|
| 35 |
+
"eval_map_small": 0.2412,
|
| 36 |
+
"eval_map_snowboard": 0.476,
|
| 37 |
+
"eval_map_soccer-ball": 0.1347,
|
| 38 |
+
"eval_map_stop-sign": 0.4095,
|
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