End of training
Browse files- README.md +3 -1
- all_results.json +14 -0
- runs/Aug03_12-51-27_a0d6f1d07aac/events.out.tfevents.1722697230.a0d6f1d07aac.54.1 +3 -0
- test_results.json +9 -0
- trainer_state.json +586 -0
- training_results.json +8 -0
README.md
CHANGED
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@@ -2,6 +2,8 @@
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license: apache-2.0
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base_model: microsoft/swinv2-small-patch4-window16-256
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tags:
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- generated_from_trainer
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datasets:
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- generator
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@@ -15,7 +17,7 @@ should probably proofread and complete it, then remove this comment. -->
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# swinv2-small-panorama-IQA
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-
This model is a fine-tuned version of [microsoft/swinv2-small-patch4-window16-256](https://huggingface.co/microsoft/swinv2-small-patch4-window16-256) on the
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It achieves the following results on the evaluation set:
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- Loss: 0.0223
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- Srocc: 0.1291
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license: apache-2.0
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base_model: microsoft/swinv2-small-patch4-window16-256
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tags:
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+
- image-classification
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+
- vision
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- generated_from_trainer
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datasets:
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- generator
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# swinv2-small-panorama-IQA
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+
This model is a fine-tuned version of [microsoft/swinv2-small-patch4-window16-256](https://huggingface.co/microsoft/swinv2-small-patch4-window16-256) on the isiqa-2019-hf dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0223
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- Srocc: 0.1291
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all_results.json
ADDED
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@@ -0,0 +1,14 @@
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{
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"epoch": 42.857142857142854,
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+
"eval_LCC": 0.12712191056512775,
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| 4 |
+
"eval_SROCC": 0.1291236494597839,
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+
"eval_loss": 0.022257013246417046,
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| 6 |
+
"eval_runtime": 35.7972,
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| 7 |
+
"eval_samples_per_second": 1.397,
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+
"eval_steps_per_second": 0.056,
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| 9 |
+
"total_flos": 2.1207924866757427e+18,
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+
"train_loss": 0.02509542241692543,
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| 11 |
+
"train_runtime": 7697.1048,
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| 12 |
+
"train_samples_per_second": 1.39,
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| 13 |
+
"train_steps_per_second": 0.019
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| 14 |
+
}
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runs/Aug03_12-51-27_a0d6f1d07aac/events.out.tfevents.1722697230.a0d6f1d07aac.54.1
ADDED
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:bc74e7b2446669c436b9de44e6f5c596b772e4bf251c8d28f80963143bad7598
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+
size 455
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test_results.json
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{
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"epoch": 42.857142857142854,
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+
"eval_LCC": 0.12712191056512775,
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+
"eval_SROCC": 0.1291236494597839,
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+
"eval_loss": 0.022257013246417046,
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+
"eval_runtime": 35.7972,
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| 7 |
+
"eval_samples_per_second": 1.397,
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+
"eval_steps_per_second": 0.056
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}
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trainer_state.json
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|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.022257013246417046,
|
| 3 |
+
"best_model_checkpoint": "/kaggle/working/output/checkpoint-150",
|
| 4 |
+
"epoch": 42.857142857142854,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 150,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.8571428571428571,
|
| 13 |
+
"eval_LCC": -0.38242422405954946,
|
| 14 |
+
"eval_SROCC": -0.3890036014405762,
|
| 15 |
+
"eval_loss": 0.2948198914527893,
|
| 16 |
+
"eval_runtime": 37.5549,
|
| 17 |
+
"eval_samples_per_second": 1.331,
|
| 18 |
+
"eval_steps_per_second": 0.053,
|
| 19 |
+
"step": 3
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"epoch": 2.0,
|
| 23 |
+
"eval_LCC": -0.3732136136633078,
|
| 24 |
+
"eval_SROCC": -0.36653061224489797,
|
| 25 |
+
"eval_loss": 0.11433681845664978,
|
| 26 |
+
"eval_runtime": 35.6391,
|
| 27 |
+
"eval_samples_per_second": 1.403,
|
| 28 |
+
"eval_steps_per_second": 0.056,
|
| 29 |
+
"step": 7
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"epoch": 2.857142857142857,
|
| 33 |
+
"grad_norm": 4.934920310974121,
|
| 34 |
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"learning_rate": 6.666666666666667e-06,
|
| 35 |
+
"loss": 0.1552,
|
| 36 |
+
"step": 10
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"epoch": 2.857142857142857,
|
| 40 |
+
"eval_LCC": -0.3657486170203663,
|
| 41 |
+
"eval_SROCC": -0.3477070828331333,
|
| 42 |
+
"eval_loss": 0.07677865773439407,
|
| 43 |
+
"eval_runtime": 35.6897,
|
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training_results.json
ADDED
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