End of training
Browse files- .gitignore +1 -0
- all_results.json +8 -0
- config.json +32 -0
- pytorch_model.bin +3 -0
- runs/Nov09_20-39-33_70506a7f64af/1636490380.517445/events.out.tfevents.1636490380.70506a7f64af.361.11 +3 -0
- runs/Nov09_20-39-33_70506a7f64af/events.out.tfevents.1636490380.70506a7f64af.361.10 +3 -0
- train_results.json +8 -0
- trainer_state.json +115 -0
- training_args.bin +3 -0
.gitignore
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
checkpoint-*/
|
all_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 4.0,
|
3 |
+
"total_flos": 0.0,
|
4 |
+
"train_loss": 0.7672463009754816,
|
5 |
+
"train_runtime": 42.5944,
|
6 |
+
"train_samples_per_second": 35.779,
|
7 |
+
"train_steps_per_second": 2.254
|
8 |
+
}
|
config.json
ADDED
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google/vit-base-patch16-224-in21k",
|
3 |
+
"architectures": [
|
4 |
+
"ViTForImageClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.0,
|
7 |
+
"hidden_act": "gelu",
|
8 |
+
"hidden_dropout_prob": 0.0,
|
9 |
+
"hidden_size": 768,
|
10 |
+
"id2label": {
|
11 |
+
"0": "corgi",
|
12 |
+
"1": "husky",
|
13 |
+
"2": "shibu inu"
|
14 |
+
},
|
15 |
+
"image_size": 224,
|
16 |
+
"initializer_range": 0.02,
|
17 |
+
"intermediate_size": 3072,
|
18 |
+
"label2id": {
|
19 |
+
"corgi": "0",
|
20 |
+
"husky": "1",
|
21 |
+
"shibu inu": "2"
|
22 |
+
},
|
23 |
+
"layer_norm_eps": 1e-12,
|
24 |
+
"model_type": "vit",
|
25 |
+
"num_attention_heads": 12,
|
26 |
+
"num_channels": 3,
|
27 |
+
"num_hidden_layers": 12,
|
28 |
+
"patch_size": 16,
|
29 |
+
"qkv_bias": true,
|
30 |
+
"torch_dtype": "float32",
|
31 |
+
"transformers_version": "4.12.3"
|
32 |
+
}
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:979fa7819df9c11e638b3ba4376f62034376242d26d0ea718612d9d5157e4d11
|
3 |
+
size 343282929
|
runs/Nov09_20-39-33_70506a7f64af/1636490380.517445/events.out.tfevents.1636490380.70506a7f64af.361.11
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2d349235864bdc454b86da77af432f93f5c2a24bbb491a445539a1ce1f58ada5
|
3 |
+
size 4528
|
runs/Nov09_20-39-33_70506a7f64af/events.out.tfevents.1636490380.70506a7f64af.361.10
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:80f76d8564b4ecd80de585d56340e6a43344cdaa5f62dab61c8bdc7b2b1fec95
|
3 |
+
size 6166
|
train_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 4.0,
|
3 |
+
"total_flos": 0.0,
|
4 |
+
"train_loss": 0.7672463009754816,
|
5 |
+
"train_runtime": 42.5944,
|
6 |
+
"train_samples_per_second": 35.779,
|
7 |
+
"train_steps_per_second": 2.254
|
8 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,115 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 4.0,
|
5 |
+
"global_step": 96,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.42,
|
12 |
+
"learning_rate": 2e-05,
|
13 |
+
"loss": 1.0914,
|
14 |
+
"step": 10
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.83,
|
18 |
+
"learning_rate": 2e-05,
|
19 |
+
"loss": 1.0328,
|
20 |
+
"step": 20
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 1.0,
|
24 |
+
"eval_acc": 0.746268630027771,
|
25 |
+
"eval_loss": 0.9441611170768738,
|
26 |
+
"eval_runtime": 0.857,
|
27 |
+
"eval_samples_per_second": 78.18,
|
28 |
+
"eval_steps_per_second": 5.834,
|
29 |
+
"step": 24
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 1.25,
|
33 |
+
"learning_rate": 2e-05,
|
34 |
+
"loss": 0.9558,
|
35 |
+
"step": 30
|
36 |
+
},
|
37 |
+
{
|
38 |
+
"epoch": 1.67,
|
39 |
+
"learning_rate": 2e-05,
|
40 |
+
"loss": 0.8742,
|
41 |
+
"step": 40
|
42 |
+
},
|
43 |
+
{
|
44 |
+
"epoch": 2.0,
|
45 |
+
"eval_acc": 0.9402984976768494,
|
46 |
+
"eval_loss": 0.7099391222000122,
|
47 |
+
"eval_runtime": 0.8562,
|
48 |
+
"eval_samples_per_second": 78.255,
|
49 |
+
"eval_steps_per_second": 5.84,
|
50 |
+
"step": 48
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 2.08,
|
54 |
+
"learning_rate": 2e-05,
|
55 |
+
"loss": 0.7474,
|
56 |
+
"step": 50
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 2.5,
|
60 |
+
"learning_rate": 2e-05,
|
61 |
+
"loss": 0.6858,
|
62 |
+
"step": 60
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 2.92,
|
66 |
+
"learning_rate": 2e-05,
|
67 |
+
"loss": 0.6451,
|
68 |
+
"step": 70
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 3.0,
|
72 |
+
"eval_acc": 0.9402984976768494,
|
73 |
+
"eval_loss": 0.5049594044685364,
|
74 |
+
"eval_runtime": 0.8709,
|
75 |
+
"eval_samples_per_second": 76.935,
|
76 |
+
"eval_steps_per_second": 5.741,
|
77 |
+
"step": 72
|
78 |
+
},
|
79 |
+
{
|
80 |
+
"epoch": 3.33,
|
81 |
+
"learning_rate": 2e-05,
|
82 |
+
"loss": 0.5587,
|
83 |
+
"step": 80
|
84 |
+
},
|
85 |
+
{
|
86 |
+
"epoch": 3.75,
|
87 |
+
"learning_rate": 2e-05,
|
88 |
+
"loss": 0.508,
|
89 |
+
"step": 90
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 4.0,
|
93 |
+
"eval_acc": 0.9402984976768494,
|
94 |
+
"eval_loss": 0.37610408663749695,
|
95 |
+
"eval_runtime": 0.8617,
|
96 |
+
"eval_samples_per_second": 77.756,
|
97 |
+
"eval_steps_per_second": 5.803,
|
98 |
+
"step": 96
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 4.0,
|
102 |
+
"step": 96,
|
103 |
+
"total_flos": 0.0,
|
104 |
+
"train_loss": 0.7672463009754816,
|
105 |
+
"train_runtime": 42.5944,
|
106 |
+
"train_samples_per_second": 35.779,
|
107 |
+
"train_steps_per_second": 2.254
|
108 |
+
}
|
109 |
+
],
|
110 |
+
"max_steps": 96,
|
111 |
+
"num_train_epochs": 4,
|
112 |
+
"total_flos": 0.0,
|
113 |
+
"trial_name": null,
|
114 |
+
"trial_params": null
|
115 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6ded504200ed97c8596525b9b070918b298cb5cf5eadbab1a46f4df15698945f
|
3 |
+
size 2863
|