surajjoshi
commited on
Commit
•
cb495c1
1
Parent(s):
0d32211
End of training
Browse files- all_results.json +14 -11
- eval_results.json +9 -6
- runs/Oct27_10-43-27_88ab099da27f/events.out.tfevents.1666877161.88ab099da27f.73.2 +3 -0
- train_results.json +6 -6
- trainer_state.json +84 -66
all_results.json
CHANGED
@@ -1,13 +1,16 @@
|
|
1 |
{
|
2 |
-
"epoch":
|
3 |
-
"eval_accuracy": 0.
|
4 |
-
"
|
5 |
-
"
|
6 |
-
"
|
7 |
-
"
|
8 |
-
"
|
9 |
-
"
|
10 |
-
"
|
11 |
-
"
|
12 |
-
"
|
|
|
|
|
|
|
13 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 4.0,
|
3 |
+
"eval_accuracy": 0.9911764705882353,
|
4 |
+
"eval_f1": 0.9923273657289001,
|
5 |
+
"eval_loss": 0.04839443415403366,
|
6 |
+
"eval_precision": 0.9897959183673469,
|
7 |
+
"eval_recall": 0.9948717948717949,
|
8 |
+
"eval_runtime": 88.4678,
|
9 |
+
"eval_samples_per_second": 3.843,
|
10 |
+
"eval_steps_per_second": 0.124,
|
11 |
+
"total_flos": 3.037401854071603e+17,
|
12 |
+
"train_loss": 0.2525144927203655,
|
13 |
+
"train_runtime": 9271.044,
|
14 |
+
"train_samples_per_second": 1.318,
|
15 |
+
"train_steps_per_second": 0.01
|
16 |
}
|
eval_results.json
CHANGED
@@ -1,8 +1,11 @@
|
|
1 |
{
|
2 |
-
"epoch":
|
3 |
-
"eval_accuracy": 0.
|
4 |
-
"
|
5 |
-
"
|
6 |
-
"
|
7 |
-
"
|
|
|
|
|
|
|
8 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 4.0,
|
3 |
+
"eval_accuracy": 0.9911764705882353,
|
4 |
+
"eval_f1": 0.9923273657289001,
|
5 |
+
"eval_loss": 0.04839443415403366,
|
6 |
+
"eval_precision": 0.9897959183673469,
|
7 |
+
"eval_recall": 0.9948717948717949,
|
8 |
+
"eval_runtime": 88.4678,
|
9 |
+
"eval_samples_per_second": 3.843,
|
10 |
+
"eval_steps_per_second": 0.124
|
11 |
}
|
runs/Oct27_10-43-27_88ab099da27f/events.out.tfevents.1666877161.88ab099da27f.73.2
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:992ce971d7cb1f1cd4b6c2edccd31d6b63ffd75d1be62c8d37f599d910809df1
|
3 |
+
size 503
|
train_results.json
CHANGED
@@ -1,8 +1,8 @@
|
|
1 |
{
|
2 |
-
"epoch":
|
3 |
-
"total_flos":
|
4 |
-
"train_loss": 0.
|
5 |
-
"train_runtime":
|
6 |
-
"train_samples_per_second":
|
7 |
-
"train_steps_per_second": 0.
|
8 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 4.0,
|
3 |
+
"total_flos": 3.037401854071603e+17,
|
4 |
+
"train_loss": 0.2525144927203655,
|
5 |
+
"train_runtime": 9271.044,
|
6 |
+
"train_samples_per_second": 1.318,
|
7 |
+
"train_steps_per_second": 0.01
|
8 |
}
|
trainer_state.json
CHANGED
@@ -1,109 +1,127 @@
|
|
1 |
{
|
2 |
-
"best_metric": 0.
|
3 |
-
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-brainTumorData/checkpoint-
|
4 |
-
"epoch":
|
5 |
-
"global_step":
|
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.
|
12 |
-
"learning_rate":
|
13 |
-
"loss": 0.
|
14 |
"step": 10
|
15 |
},
|
16 |
{
|
17 |
-
"epoch": 0.
|
18 |
-
"learning_rate": 4.
|
19 |
-
"loss": 0.
|
20 |
"step": 20
|
21 |
},
|
22 |
{
|
23 |
-
"epoch": 0
|
24 |
-
"eval_accuracy": 0.
|
25 |
-
"
|
26 |
-
"
|
27 |
-
"
|
28 |
-
"
|
29 |
-
"
|
|
|
|
|
|
|
30 |
},
|
31 |
{
|
32 |
-
"epoch": 1.
|
33 |
-
"learning_rate": 3.
|
34 |
-
"loss": 0.
|
35 |
"step": 30
|
36 |
},
|
37 |
{
|
38 |
-
"epoch": 1.
|
39 |
-
"learning_rate":
|
40 |
-
"loss": 0.
|
41 |
"step": 40
|
42 |
},
|
43 |
{
|
44 |
-
"epoch":
|
45 |
-
"eval_accuracy": 0.
|
46 |
-
"
|
47 |
-
"
|
48 |
-
"
|
49 |
-
"
|
50 |
-
"
|
|
|
|
|
|
|
51 |
},
|
52 |
{
|
53 |
-
"epoch": 2.
|
54 |
-
"learning_rate": 2.
|
55 |
-
"loss": 0.
|
56 |
"step": 50
|
57 |
},
|
58 |
{
|
59 |
-
"epoch": 2.
|
60 |
-
"learning_rate":
|
61 |
-
"loss": 0.
|
62 |
"step": 60
|
63 |
},
|
64 |
{
|
65 |
-
"epoch": 2.
|
66 |
-
"
|
67 |
-
"
|
68 |
-
"
|
69 |
-
"eval_samples_per_second": 2.605,
|
70 |
-
"eval_steps_per_second": 0.085,
|
71 |
-
"step": 63
|
72 |
},
|
73 |
{
|
74 |
-
"epoch": 3.
|
75 |
-
"
|
76 |
-
"
|
77 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
78 |
},
|
79 |
{
|
80 |
-
"epoch": 3.
|
81 |
-
"learning_rate":
|
82 |
-
"loss": 0.
|
83 |
"step": 80
|
84 |
},
|
85 |
{
|
86 |
-
"epoch": 3.
|
87 |
-
"
|
88 |
-
"
|
89 |
-
"
|
90 |
-
|
91 |
-
|
92 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
93 |
},
|
94 |
{
|
95 |
-
"epoch":
|
96 |
-
"step":
|
97 |
-
"total_flos":
|
98 |
-
"train_loss": 0.
|
99 |
-
"train_runtime":
|
100 |
-
"train_samples_per_second":
|
101 |
-
"train_steps_per_second": 0.
|
102 |
}
|
103 |
],
|
104 |
-
"max_steps":
|
105 |
"num_train_epochs": 4,
|
106 |
-
"total_flos":
|
107 |
"trial_name": null,
|
108 |
"trial_params": null
|
109 |
}
|
|
|
1 |
{
|
2 |
+
"best_metric": 0.9911764705882353,
|
3 |
+
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-brainTumorData/checkpoint-96",
|
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": 5e-05,
|
13 |
+
"loss": 0.5984,
|
14 |
"step": 10
|
15 |
},
|
16 |
{
|
17 |
+
"epoch": 0.83,
|
18 |
+
"learning_rate": 4.418604651162791e-05,
|
19 |
+
"loss": 0.3405,
|
20 |
"step": 20
|
21 |
},
|
22 |
{
|
23 |
+
"epoch": 1.0,
|
24 |
+
"eval_accuracy": 0.9647058823529412,
|
25 |
+
"eval_f1": 0.96875,
|
26 |
+
"eval_loss": 0.1137252226471901,
|
27 |
+
"eval_precision": 0.9841269841269841,
|
28 |
+
"eval_recall": 0.9538461538461539,
|
29 |
+
"eval_runtime": 147.9637,
|
30 |
+
"eval_samples_per_second": 2.298,
|
31 |
+
"eval_steps_per_second": 0.074,
|
32 |
+
"step": 24
|
33 |
},
|
34 |
{
|
35 |
+
"epoch": 1.25,
|
36 |
+
"learning_rate": 3.837209302325582e-05,
|
37 |
+
"loss": 0.2572,
|
38 |
"step": 30
|
39 |
},
|
40 |
{
|
41 |
+
"epoch": 1.67,
|
42 |
+
"learning_rate": 3.2558139534883724e-05,
|
43 |
+
"loss": 0.2449,
|
44 |
"step": 40
|
45 |
},
|
46 |
{
|
47 |
+
"epoch": 2.0,
|
48 |
+
"eval_accuracy": 0.9735294117647059,
|
49 |
+
"eval_f1": 0.9766233766233765,
|
50 |
+
"eval_loss": 0.08108817040920258,
|
51 |
+
"eval_precision": 0.9894736842105263,
|
52 |
+
"eval_recall": 0.9641025641025641,
|
53 |
+
"eval_runtime": 86.8569,
|
54 |
+
"eval_samples_per_second": 3.914,
|
55 |
+
"eval_steps_per_second": 0.127,
|
56 |
+
"step": 48
|
57 |
},
|
58 |
{
|
59 |
+
"epoch": 2.08,
|
60 |
+
"learning_rate": 2.674418604651163e-05,
|
61 |
+
"loss": 0.2267,
|
62 |
"step": 50
|
63 |
},
|
64 |
{
|
65 |
+
"epoch": 2.5,
|
66 |
+
"learning_rate": 2.0930232558139536e-05,
|
67 |
+
"loss": 0.1601,
|
68 |
"step": 60
|
69 |
},
|
70 |
{
|
71 |
+
"epoch": 2.92,
|
72 |
+
"learning_rate": 1.5116279069767441e-05,
|
73 |
+
"loss": 0.1713,
|
74 |
+
"step": 70
|
|
|
|
|
|
|
75 |
},
|
76 |
{
|
77 |
+
"epoch": 3.0,
|
78 |
+
"eval_accuracy": 0.9794117647058823,
|
79 |
+
"eval_f1": 0.9818181818181819,
|
80 |
+
"eval_loss": 0.061323098838329315,
|
81 |
+
"eval_precision": 0.9947368421052631,
|
82 |
+
"eval_recall": 0.9692307692307692,
|
83 |
+
"eval_runtime": 86.512,
|
84 |
+
"eval_samples_per_second": 3.93,
|
85 |
+
"eval_steps_per_second": 0.127,
|
86 |
+
"step": 72
|
87 |
},
|
88 |
{
|
89 |
+
"epoch": 3.33,
|
90 |
+
"learning_rate": 9.302325581395349e-06,
|
91 |
+
"loss": 0.1536,
|
92 |
"step": 80
|
93 |
},
|
94 |
{
|
95 |
+
"epoch": 3.75,
|
96 |
+
"learning_rate": 3.488372093023256e-06,
|
97 |
+
"loss": 0.1615,
|
98 |
+
"step": 90
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 4.0,
|
102 |
+
"eval_accuracy": 0.9911764705882353,
|
103 |
+
"eval_f1": 0.9923273657289001,
|
104 |
+
"eval_loss": 0.04839443415403366,
|
105 |
+
"eval_precision": 0.9897959183673469,
|
106 |
+
"eval_recall": 0.9948717948717949,
|
107 |
+
"eval_runtime": 86.7553,
|
108 |
+
"eval_samples_per_second": 3.919,
|
109 |
+
"eval_steps_per_second": 0.127,
|
110 |
+
"step": 96
|
111 |
},
|
112 |
{
|
113 |
+
"epoch": 4.0,
|
114 |
+
"step": 96,
|
115 |
+
"total_flos": 3.037401854071603e+17,
|
116 |
+
"train_loss": 0.2525144927203655,
|
117 |
+
"train_runtime": 9271.044,
|
118 |
+
"train_samples_per_second": 1.318,
|
119 |
+
"train_steps_per_second": 0.01
|
120 |
}
|
121 |
],
|
122 |
+
"max_steps": 96,
|
123 |
"num_train_epochs": 4,
|
124 |
+
"total_flos": 3.037401854071603e+17,
|
125 |
"trial_name": null,
|
126 |
"trial_params": null
|
127 |
}
|