synergyai-jaeung commited on
Commit
58bc8ef
1 Parent(s): bf22769

Training in progress, epoch 1

Browse files
all_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 3.0,
3
+ "total_flos": 1.385556774308905e+17,
4
+ "train_loss": 0.33811448540603906,
5
+ "train_runtime": 48.6875,
6
+ "train_samples_per_second": 36.724,
7
+ "train_steps_per_second": 1.171
8
+ }
config.json CHANGED
@@ -9,15 +9,15 @@
9
  "hidden_dropout_prob": 0.0,
10
  "hidden_size": 768,
11
  "id2label": {
12
- "0": "CT_COVID",
13
- "1": "CT_NonCOVID"
14
  },
15
  "image_size": 224,
16
  "initializer_range": 0.02,
17
  "intermediate_size": 3072,
18
  "label2id": {
19
- "CT_COVID": "0",
20
- "CT_NonCOVID": "1"
21
  },
22
  "layer_norm_eps": 1e-12,
23
  "model_type": "vit",
 
9
  "hidden_dropout_prob": 0.0,
10
  "hidden_size": 768,
11
  "id2label": {
12
+ "0": "benign",
13
+ "1": "malignant"
14
  },
15
  "image_size": 224,
16
  "initializer_range": 0.02,
17
  "intermediate_size": 3072,
18
  "label2id": {
19
+ "benign": 0,
20
+ "malignant": 1
21
  },
22
  "layer_norm_eps": 1e-12,
23
  "model_type": "vit",
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a6ffcaf1f23b10a558e05880f086fff103f80408de51a4c2d1740cc297249b90
3
  size 343223968
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:486e9374f6f0e64353fb6626b32f11c48456fe8a973b0823b9a4af1245f2b321
3
  size 343223968
runs/May27_18-29-02_RTX3090/events.out.tfevents.1716802178.RTX3090.19128.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:afd633c0a55197adf096f89c66bd6d0da88ef288e7bcacf8abdc1ecd0d7fa2a5
3
+ size 5588
train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 3.0,
3
+ "total_flos": 1.385556774308905e+17,
4
+ "train_loss": 0.33811448540603906,
5
+ "train_runtime": 48.6875,
6
+ "train_samples_per_second": 36.724,
7
+ "train_steps_per_second": 1.171
8
+ }
trainer_state.json ADDED
@@ -0,0 +1,85 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.3061524033546448,
3
+ "best_model_checkpoint": "google/vit-base-patch16-224-in21k_covid_19_ct_scans/checkpoint-57",
4
+ "epoch": 3.0,
5
+ "eval_steps": 500,
6
+ "global_step": 57,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.05263157894736842,
13
+ "grad_norm": 0.7303336262702942,
14
+ "learning_rate": 0.00019649122807017543,
15
+ "loss": 0.6963,
16
+ "step": 1
17
+ },
18
+ {
19
+ "epoch": 1.0,
20
+ "eval_F1": 0.7857142857142857,
21
+ "eval_Precision": 0.75,
22
+ "eval_Recall": 0.825,
23
+ "eval_accuracy": 0.76,
24
+ "eval_loss": 0.5245552659034729,
25
+ "eval_runtime": 6.9325,
26
+ "eval_samples_per_second": 21.637,
27
+ "eval_steps_per_second": 1.442,
28
+ "step": 19
29
+ },
30
+ {
31
+ "epoch": 2.0,
32
+ "eval_F1": 0.8322147651006712,
33
+ "eval_Precision": 0.8985507246376812,
34
+ "eval_Recall": 0.775,
35
+ "eval_accuracy": 0.8333333333333334,
36
+ "eval_loss": 0.39111995697021484,
37
+ "eval_runtime": 6.1326,
38
+ "eval_samples_per_second": 24.46,
39
+ "eval_steps_per_second": 1.631,
40
+ "step": 38
41
+ },
42
+ {
43
+ "epoch": 3.0,
44
+ "eval_F1": 0.8571428571428571,
45
+ "eval_Precision": 0.8518518518518519,
46
+ "eval_Recall": 0.8625,
47
+ "eval_accuracy": 0.8466666666666667,
48
+ "eval_loss": 0.3061524033546448,
49
+ "eval_runtime": 5.7977,
50
+ "eval_samples_per_second": 25.872,
51
+ "eval_steps_per_second": 1.725,
52
+ "step": 57
53
+ },
54
+ {
55
+ "epoch": 3.0,
56
+ "step": 57,
57
+ "total_flos": 1.385556774308905e+17,
58
+ "train_loss": 0.33811448540603906,
59
+ "train_runtime": 48.6875,
60
+ "train_samples_per_second": 36.724,
61
+ "train_steps_per_second": 1.171
62
+ }
63
+ ],
64
+ "logging_steps": 500,
65
+ "max_steps": 57,
66
+ "num_input_tokens_seen": 0,
67
+ "num_train_epochs": 3,
68
+ "save_steps": 500,
69
+ "stateful_callbacks": {
70
+ "TrainerControl": {
71
+ "args": {
72
+ "should_epoch_stop": false,
73
+ "should_evaluate": false,
74
+ "should_log": false,
75
+ "should_save": true,
76
+ "should_training_stop": true
77
+ },
78
+ "attributes": {}
79
+ }
80
+ },
81
+ "total_flos": 1.385556774308905e+17,
82
+ "train_batch_size": 32,
83
+ "trial_name": null,
84
+ "trial_params": null
85
+ }
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e9ac7128d3721669d969b845f685dab69a5fdb7dcb8f654b1facdcf58932c92c
3
  size 4731
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8dc461c6c17064c511ebe78a1a768911a2ded54274855b839ef4d6e15e47b5fe
3
  size 4731