JackWong0911
commited on
Commit
•
d15c6cb
1
Parent(s):
8646c2d
Model save
Browse files
README.md
CHANGED
@@ -3,6 +3,8 @@ license: cc-by-nc-4.0
|
|
3 |
base_model: facebook/timesformer-base-finetuned-k400
|
4 |
tags:
|
5 |
- generated_from_trainer
|
|
|
|
|
6 |
model-index:
|
7 |
- name: timesformer-base-finetuned-k400-kinetic400-subset-epoch6real-num_frame_10_myViT2_more_data
|
8 |
results: []
|
@@ -14,6 +16,9 @@ should probably proofread and complete it, then remove this comment. -->
|
|
14 |
# timesformer-base-finetuned-k400-kinetic400-subset-epoch6real-num_frame_10_myViT2_more_data
|
15 |
|
16 |
This model is a fine-tuned version of [facebook/timesformer-base-finetuned-k400](https://huggingface.co/facebook/timesformer-base-finetuned-k400) on an unknown dataset.
|
|
|
|
|
|
|
17 |
|
18 |
## Model description
|
19 |
|
@@ -41,6 +46,18 @@ The following hyperparameters were used during training:
|
|
41 |
- lr_scheduler_warmup_ratio: 0.1
|
42 |
- training_steps: 1500
|
43 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
44 |
### Framework versions
|
45 |
|
46 |
- Transformers 4.38.2
|
|
|
3 |
base_model: facebook/timesformer-base-finetuned-k400
|
4 |
tags:
|
5 |
- generated_from_trainer
|
6 |
+
metrics:
|
7 |
+
- accuracy
|
8 |
model-index:
|
9 |
- name: timesformer-base-finetuned-k400-kinetic400-subset-epoch6real-num_frame_10_myViT2_more_data
|
10 |
results: []
|
|
|
16 |
# timesformer-base-finetuned-k400-kinetic400-subset-epoch6real-num_frame_10_myViT2_more_data
|
17 |
|
18 |
This model is a fine-tuned version of [facebook/timesformer-base-finetuned-k400](https://huggingface.co/facebook/timesformer-base-finetuned-k400) on an unknown dataset.
|
19 |
+
It achieves the following results on the evaluation set:
|
20 |
+
- Loss: 0.1873
|
21 |
+
- Accuracy: 0.94
|
22 |
|
23 |
## Model description
|
24 |
|
|
|
46 |
- lr_scheduler_warmup_ratio: 0.1
|
47 |
- training_steps: 1500
|
48 |
|
49 |
+
### Training results
|
50 |
+
|
51 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
52 |
+
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
53 |
+
| 0.4861 | 0.17 | 250 | 0.3386 | 0.9 |
|
54 |
+
| 0.7118 | 1.17 | 500 | 0.5020 | 0.9 |
|
55 |
+
| 0.004 | 2.17 | 750 | 0.1791 | 0.95 |
|
56 |
+
| 0.0001 | 3.17 | 1000 | 0.2894 | 0.94 |
|
57 |
+
| 0.0001 | 4.17 | 1250 | 0.2922 | 0.94 |
|
58 |
+
| 0.002 | 5.17 | 1500 | 0.3140 | 0.93 |
|
59 |
+
|
60 |
+
|
61 |
### Framework versions
|
62 |
|
63 |
- Transformers 4.38.2
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 343259388
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7f1acab10a9a4e17479d7daaffd93b8d14106d21cad785b814a13e00761c9571
|
3 |
size 343259388
|
runs/Apr07_15-17-17_f0114f15abd8/events.out.tfevents.1712505905.f0114f15abd8.3788.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:215f9e309404432a8a849250c971e35e89efbd1b45a0a583c354744569ea6fd6
|
3 |
+
size 10711
|