End of training
Browse files
README.md
CHANGED
|
@@ -1,6 +1,11 @@
|
|
| 1 |
---
|
| 2 |
tags:
|
| 3 |
- generated_from_trainer
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4 |
model-index:
|
| 5 |
- name: wav2vec2-classifier
|
| 6 |
results: []
|
|
@@ -12,6 +17,13 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 12 |
# wav2vec2-classifier
|
| 13 |
|
| 14 |
This model was trained from scratch on an unknown dataset.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 15 |
|
| 16 |
## Model description
|
| 17 |
|
|
@@ -41,6 +53,27 @@ The following hyperparameters were used during training:
|
|
| 41 |
- num_epochs: 10
|
| 42 |
- mixed_precision_training: Native AMP
|
| 43 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 44 |
### Framework versions
|
| 45 |
|
| 46 |
- Transformers 4.38.2
|
|
|
|
| 1 |
---
|
| 2 |
tags:
|
| 3 |
- generated_from_trainer
|
| 4 |
+
metrics:
|
| 5 |
+
- accuracy
|
| 6 |
+
- precision
|
| 7 |
+
- recall
|
| 8 |
+
- f1
|
| 9 |
model-index:
|
| 10 |
- name: wav2vec2-classifier
|
| 11 |
results: []
|
|
|
|
| 17 |
# wav2vec2-classifier
|
| 18 |
|
| 19 |
This model was trained from scratch on an unknown dataset.
|
| 20 |
+
It achieves the following results on the evaluation set:
|
| 21 |
+
- Loss: 0.7104
|
| 22 |
+
- Accuracy: 0.8232
|
| 23 |
+
- Precision: 0.8509
|
| 24 |
+
- Recall: 0.8232
|
| 25 |
+
- F1: 0.8176
|
| 26 |
+
- Binary: 0.8801
|
| 27 |
|
| 28 |
## Model description
|
| 29 |
|
|
|
|
| 53 |
- num_epochs: 10
|
| 54 |
- mixed_precision_training: Native AMP
|
| 55 |
|
| 56 |
+
### Training results
|
| 57 |
+
|
| 58 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 | Binary |
|
| 59 |
+
|:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|:------:|
|
| 60 |
+
| No log | 0.17 | 50 | 0.5597 | 0.8422 | 0.8773 | 0.8422 | 0.8420 | 0.8896 |
|
| 61 |
+
| No log | 0.35 | 100 | 0.5717 | 0.8374 | 0.8672 | 0.8374 | 0.8393 | 0.8854 |
|
| 62 |
+
| No log | 0.52 | 150 | 0.5018 | 0.8617 | 0.8982 | 0.8617 | 0.8641 | 0.9041 |
|
| 63 |
+
| No log | 0.69 | 200 | 0.6071 | 0.8374 | 0.8766 | 0.8374 | 0.8402 | 0.8862 |
|
| 64 |
+
| No log | 0.86 | 250 | 0.5474 | 0.8544 | 0.8825 | 0.8544 | 0.8563 | 0.8973 |
|
| 65 |
+
| 0.9969 | 1.04 | 300 | 0.5368 | 0.8617 | 0.8909 | 0.8617 | 0.8638 | 0.9024 |
|
| 66 |
+
| 0.9969 | 1.21 | 350 | 0.5341 | 0.8519 | 0.8817 | 0.8519 | 0.8537 | 0.8964 |
|
| 67 |
+
| 0.9969 | 1.38 | 400 | 0.5094 | 0.8714 | 0.8952 | 0.8714 | 0.8728 | 0.9100 |
|
| 68 |
+
| 0.9969 | 1.55 | 450 | 0.5423 | 0.8471 | 0.8736 | 0.8471 | 0.8457 | 0.8932 |
|
| 69 |
+
| 0.9969 | 1.73 | 500 | 0.5375 | 0.8568 | 0.8904 | 0.8568 | 0.8579 | 0.9010 |
|
| 70 |
+
| 0.9969 | 1.9 | 550 | 0.5019 | 0.8617 | 0.8928 | 0.8617 | 0.8632 | 0.9032 |
|
| 71 |
+
| 0.8716 | 2.07 | 600 | 0.5622 | 0.8422 | 0.8688 | 0.8422 | 0.8429 | 0.8905 |
|
| 72 |
+
| 0.8716 | 2.24 | 650 | 0.4727 | 0.8568 | 0.8836 | 0.8568 | 0.8584 | 0.8990 |
|
| 73 |
+
| 0.8716 | 2.42 | 700 | 0.5217 | 0.8325 | 0.8690 | 0.8325 | 0.8356 | 0.8828 |
|
| 74 |
+
| 0.8716 | 2.59 | 750 | 0.5611 | 0.8447 | 0.8702 | 0.8447 | 0.8445 | 0.8913 |
|
| 75 |
+
|
| 76 |
+
|
| 77 |
### Framework versions
|
| 78 |
|
| 79 |
- Transformers 4.38.2
|
runs/Jun14_23-23-26_LAPTOP-1GID9RGH/events.out.tfevents.1718382781.LAPTOP-1GID9RGH.23464.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:408885d3efe93b43c1e098243f519cf91df046d82d4cfc9b35195c63b3be72b5
|
| 3 |
+
size 610
|