End of training
Browse files
README.md
CHANGED
|
@@ -1,8 +1,10 @@
|
|
| 1 |
---
|
| 2 |
license: apache-2.0
|
| 3 |
-
base_model: google/vit-base-patch16-224
|
| 4 |
tags:
|
| 5 |
- generated_from_trainer
|
|
|
|
|
|
|
| 6 |
model-index:
|
| 7 |
- name: alzheimer_mri_classification
|
| 8 |
results: []
|
|
@@ -13,15 +15,10 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 13 |
|
| 14 |
# alzheimer_mri_classification
|
| 15 |
|
| 16 |
-
This model is a fine-tuned version of [google/vit-base-patch16-224](https://huggingface.co/google/vit-base-patch16-224) on an unknown dataset.
|
| 17 |
It achieves the following results on the evaluation set:
|
| 18 |
-
-
|
| 19 |
-
-
|
| 20 |
-
- eval_runtime: 13.5496
|
| 21 |
-
- eval_samples_per_second: 75.574
|
| 22 |
-
- eval_steps_per_second: 2.362
|
| 23 |
-
- epoch: 9.2
|
| 24 |
-
- step: 1177
|
| 25 |
|
| 26 |
## Model description
|
| 27 |
|
|
@@ -46,7 +43,28 @@ The following hyperparameters were used during training:
|
|
| 46 |
- seed: 42
|
| 47 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 48 |
- lr_scheduler_type: linear
|
| 49 |
-
- num_epochs:
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 50 |
|
| 51 |
### Framework versions
|
| 52 |
|
|
|
|
| 1 |
---
|
| 2 |
license: apache-2.0
|
| 3 |
+
base_model: google/vit-base-patch16-224-in21k
|
| 4 |
tags:
|
| 5 |
- generated_from_trainer
|
| 6 |
+
metrics:
|
| 7 |
+
- accuracy
|
| 8 |
model-index:
|
| 9 |
- name: alzheimer_mri_classification
|
| 10 |
results: []
|
|
|
|
| 15 |
|
| 16 |
# alzheimer_mri_classification
|
| 17 |
|
| 18 |
+
This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on an unknown dataset.
|
| 19 |
It achieves the following results on the evaluation set:
|
| 20 |
+
- Loss: 0.3404
|
| 21 |
+
- Accuracy: 0.8770
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 22 |
|
| 23 |
## Model description
|
| 24 |
|
|
|
|
| 43 |
- seed: 42
|
| 44 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 45 |
- lr_scheduler_type: linear
|
| 46 |
+
- num_epochs: 15
|
| 47 |
+
|
| 48 |
+
### Training results
|
| 49 |
+
|
| 50 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
| 51 |
+
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
| 52 |
+
| No log | 1.0 | 128 | 0.8345 | 0.5996 |
|
| 53 |
+
| No log | 2.0 | 256 | 0.8245 | 0.6309 |
|
| 54 |
+
| No log | 3.0 | 384 | 0.7492 | 0.6543 |
|
| 55 |
+
| 0.8188 | 4.0 | 512 | 0.7173 | 0.6777 |
|
| 56 |
+
| 0.8188 | 5.0 | 640 | 0.6625 | 0.7168 |
|
| 57 |
+
| 0.8188 | 6.0 | 768 | 0.6182 | 0.7373 |
|
| 58 |
+
| 0.8188 | 7.0 | 896 | 0.5058 | 0.8027 |
|
| 59 |
+
| 0.5344 | 8.0 | 1024 | 0.5567 | 0.7764 |
|
| 60 |
+
| 0.5344 | 9.0 | 1152 | 0.4702 | 0.8193 |
|
| 61 |
+
| 0.5344 | 10.0 | 1280 | 0.4502 | 0.8242 |
|
| 62 |
+
| 0.5344 | 11.0 | 1408 | 0.4024 | 0.8408 |
|
| 63 |
+
| 0.3356 | 12.0 | 1536 | 0.4263 | 0.8516 |
|
| 64 |
+
| 0.3356 | 13.0 | 1664 | 0.3782 | 0.8535 |
|
| 65 |
+
| 0.3356 | 14.0 | 1792 | 0.3378 | 0.8604 |
|
| 66 |
+
| 0.3356 | 15.0 | 1920 | 0.3570 | 0.8701 |
|
| 67 |
+
|
| 68 |
|
| 69 |
### Framework versions
|
| 70 |
|
runs/Mar25_03-43-56_f217d2df06e1/events.out.tfevents.1711340865.f217d2df06e1.2044.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ffa67c21d757de45d0adb75e99d3c61cb93c6d825a7b4c509320bf56571cd0ce
|
| 3 |
+
size 411
|