End of training
Browse files
README.md
ADDED
@@ -0,0 +1,78 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
license: apache-2.0
|
3 |
+
base_model: facebook/detr-resnet-101
|
4 |
+
tags:
|
5 |
+
- generated_from_trainer
|
6 |
+
datasets:
|
7 |
+
- imagefolder
|
8 |
+
model-index:
|
9 |
+
- name: detr-resnet-101_adagrad_finetuned_food-roboflow
|
10 |
+
results: []
|
11 |
+
---
|
12 |
+
|
13 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
14 |
+
should probably proofread and complete it, then remove this comment. -->
|
15 |
+
|
16 |
+
# detr-resnet-101_adagrad_finetuned_food-roboflow
|
17 |
+
|
18 |
+
This model is a fine-tuned version of [facebook/detr-resnet-101](https://huggingface.co/facebook/detr-resnet-101) on the imagefolder dataset.
|
19 |
+
It achieves the following results on the evaluation set:
|
20 |
+
- Loss: 5.9027
|
21 |
+
|
22 |
+
## Model description
|
23 |
+
|
24 |
+
More information needed
|
25 |
+
|
26 |
+
## Intended uses & limitations
|
27 |
+
|
28 |
+
More information needed
|
29 |
+
|
30 |
+
## Training and evaluation data
|
31 |
+
|
32 |
+
More information needed
|
33 |
+
|
34 |
+
## Training procedure
|
35 |
+
|
36 |
+
### Training hyperparameters
|
37 |
+
|
38 |
+
The following hyperparameters were used during training:
|
39 |
+
- learning_rate: 1e-05
|
40 |
+
- train_batch_size: 8
|
41 |
+
- eval_batch_size: 4
|
42 |
+
- seed: 42
|
43 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
44 |
+
- lr_scheduler_type: linear
|
45 |
+
- num_epochs: 15
|
46 |
+
- mixed_precision_training: Native AMP
|
47 |
+
|
48 |
+
### Training results
|
49 |
+
|
50 |
+
| Training Loss | Epoch | Step | Validation Loss |
|
51 |
+
|:-------------:|:-----:|:----:|:---------------:|
|
52 |
+
| 6.708 | 0.77 | 50 | 6.6090 |
|
53 |
+
| 6.2622 | 1.54 | 100 | 6.3841 |
|
54 |
+
| 6.1083 | 2.31 | 150 | 6.3279 |
|
55 |
+
| 6.1302 | 3.08 | 200 | 6.1396 |
|
56 |
+
| 6.0668 | 3.85 | 250 | 6.1742 |
|
57 |
+
| 5.9788 | 4.62 | 300 | 6.1002 |
|
58 |
+
| 5.9065 | 5.38 | 350 | 6.0478 |
|
59 |
+
| 5.8597 | 6.15 | 400 | 5.9363 |
|
60 |
+
| 5.8188 | 6.92 | 450 | 5.9914 |
|
61 |
+
| 5.7599 | 7.69 | 500 | 5.8783 |
|
62 |
+
| 5.6732 | 8.46 | 550 | 5.9710 |
|
63 |
+
| 5.743 | 9.23 | 600 | 6.0130 |
|
64 |
+
| 5.6341 | 10.0 | 650 | 5.8789 |
|
65 |
+
| 5.6265 | 10.77 | 700 | 5.8644 |
|
66 |
+
| 5.7164 | 11.54 | 750 | 5.9142 |
|
67 |
+
| 5.6104 | 12.31 | 800 | 5.9677 |
|
68 |
+
| 5.6572 | 13.08 | 850 | 5.8372 |
|
69 |
+
| 5.7094 | 13.85 | 900 | 5.8269 |
|
70 |
+
| 5.7456 | 14.62 | 950 | 5.9027 |
|
71 |
+
|
72 |
+
|
73 |
+
### Framework versions
|
74 |
+
|
75 |
+
- Transformers 4.35.0
|
76 |
+
- Pytorch 2.1.0+cu118
|
77 |
+
- Datasets 2.14.6
|
78 |
+
- Tokenizers 0.14.1
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 242826900
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:125489cc7fab4821fab6238b4924001d67f672936ceec96f31d30b0500b49f4a
|
3 |
size 242826900
|
runs/Nov13_17-20-56_9bdb2166ef95/events.out.tfevents.1699896064.9bdb2166ef95.640.0
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:167e80ef5b2fc6cc4c887f86955a0cac6642c3a234b844e0c3ec6b8ed8516108
|
3 |
+
size 19299
|