bombshelll commited on
Commit
a7f6fe6
·
verified ·
1 Parent(s): 9542361

End of training

Browse files
Files changed (4) hide show
  1. all_results.json +11 -11
  2. eval_results.json +6 -6
  3. train_results.json +6 -6
  4. trainer_state.json +147 -46
all_results.json CHANGED
@@ -1,13 +1,13 @@
1
  {
2
- "epoch": 4.0,
3
- "eval_accuracy": 1.0,
4
- "eval_loss": 0.19110850989818573,
5
- "eval_runtime": 0.3814,
6
- "eval_samples_per_second": 165.197,
7
- "eval_steps_per_second": 5.244,
8
- "total_flos": 5.637495822800486e+16,
9
- "train_loss": 0.6830070416132609,
10
- "train_runtime": 28.7573,
11
- "train_samples_per_second": 98.584,
12
- "train_steps_per_second": 0.695
13
  }
 
1
  {
2
+ "epoch": 9.0,
3
+ "eval_accuracy": 0.9851851851851852,
4
+ "eval_loss": 0.063043974339962,
5
+ "eval_runtime": 0.7297,
6
+ "eval_samples_per_second": 185.014,
7
+ "eval_steps_per_second": 6.852,
8
+ "total_flos": 1.4093739557001216e+17,
9
+ "train_loss": 0.3985253996319241,
10
+ "train_runtime": 73.599,
11
+ "train_samples_per_second": 171.198,
12
+ "train_steps_per_second": 1.359
13
  }
eval_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
- "epoch": 4.0,
3
- "eval_accuracy": 1.0,
4
- "eval_loss": 0.19110850989818573,
5
- "eval_runtime": 0.3814,
6
- "eval_samples_per_second": 165.197,
7
- "eval_steps_per_second": 5.244
8
  }
 
1
  {
2
+ "epoch": 9.0,
3
+ "eval_accuracy": 0.9851851851851852,
4
+ "eval_loss": 0.063043974339962,
5
+ "eval_runtime": 0.7297,
6
+ "eval_samples_per_second": 185.014,
7
+ "eval_steps_per_second": 6.852
8
  }
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
- "epoch": 4.0,
3
- "total_flos": 5.637495822800486e+16,
4
- "train_loss": 0.6830070416132609,
5
- "train_runtime": 28.7573,
6
- "train_samples_per_second": 98.584,
7
- "train_steps_per_second": 0.695
8
  }
 
1
  {
2
+ "epoch": 9.0,
3
+ "total_flos": 1.4093739557001216e+17,
4
+ "train_loss": 0.3985253996319241,
5
+ "train_runtime": 73.599,
6
+ "train_samples_per_second": 171.198,
7
+ "train_steps_per_second": 1.359
8
  }
trainer_state.json CHANGED
@@ -1,70 +1,171 @@
1
  {
2
- "best_metric": 1.0,
3
- "best_model_checkpoint": "/kaggle/working/swin-brain-plane-classification/checkpoint-18",
4
- "epoch": 4.0,
5
  "eval_steps": 500,
6
- "global_step": 18,
7
  "is_hyper_param_search": false,
8
  "is_local_process_zero": true,
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
- "epoch": 0.8888888888888888,
13
- "eval_accuracy": 0.9047619047619048,
14
- "eval_loss": 0.8267417550086975,
15
- "eval_runtime": 0.3659,
16
- "eval_samples_per_second": 172.198,
17
- "eval_steps_per_second": 5.467,
18
- "step": 4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
19
  },
20
  {
21
  "epoch": 2.0,
22
- "eval_accuracy": 0.9682539682539683,
23
- "eval_loss": 0.45388203859329224,
24
- "eval_runtime": 0.3836,
25
- "eval_samples_per_second": 164.226,
26
- "eval_steps_per_second": 5.214,
27
- "step": 9
28
- },
29
- {
30
- "epoch": 2.2222222222222223,
31
- "grad_norm": 19.5561466217041,
32
- "learning_rate": 2.777777777777778e-05,
33
- "loss": 0.8656,
34
  "step": 10
35
  },
36
  {
37
- "epoch": 2.888888888888889,
38
- "eval_accuracy": 0.9682539682539683,
39
- "eval_loss": 0.30353549122810364,
40
- "eval_runtime": 0.368,
41
- "eval_samples_per_second": 171.182,
42
- "eval_steps_per_second": 5.434,
43
- "step": 13
 
 
 
 
 
 
 
44
  },
45
  {
46
  "epoch": 4.0,
47
- "eval_accuracy": 1.0,
48
- "eval_loss": 0.19110850989818573,
49
- "eval_runtime": 0.3651,
50
- "eval_samples_per_second": 172.56,
51
- "eval_steps_per_second": 5.478,
52
- "step": 18
53
  },
54
  {
55
  "epoch": 4.0,
56
- "step": 18,
57
- "total_flos": 5.637495822800486e+16,
58
- "train_loss": 0.6830070416132609,
59
- "train_runtime": 28.7573,
60
- "train_samples_per_second": 98.584,
61
- "train_steps_per_second": 0.695
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
62
  }
63
  ],
64
- "logging_steps": 10,
65
- "max_steps": 20,
66
  "num_input_tokens_seen": 0,
67
- "num_train_epochs": 5,
68
  "save_steps": 500,
69
  "stateful_callbacks": {
70
  "CustomEarlyStoppingCallback": {
@@ -87,7 +188,7 @@
87
  "attributes": {}
88
  }
89
  },
90
- "total_flos": 5.637495822800486e+16,
91
  "train_batch_size": 32,
92
  "trial_name": null,
93
  "trial_params": null
 
1
  {
2
+ "best_metric": 0.9851851851851852,
3
+ "best_model_checkpoint": "/kaggle/working/swin-brain-plane-classification/checkpoint-45",
4
+ "epoch": 9.0,
5
  "eval_steps": 500,
6
+ "global_step": 45,
7
  "is_hyper_param_search": false,
8
  "is_local_process_zero": true,
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
+ "epoch": 1.0,
13
+ "grad_norm": 5.971311092376709,
14
+ "learning_rate": 2.5e-05,
15
+ "loss": 1.0732,
16
+ "step": 5
17
+ },
18
+ {
19
+ "epoch": 1.0,
20
+ "eval_accuracy": 0.6666666666666666,
21
+ "eval_loss": 0.9284645318984985,
22
+ "eval_runtime": 0.7118,
23
+ "eval_samples_per_second": 189.658,
24
+ "eval_steps_per_second": 7.024,
25
+ "step": 5
26
+ },
27
+ {
28
+ "epoch": 2.0,
29
+ "grad_norm": 10.538399696350098,
30
+ "learning_rate": 5e-05,
31
+ "loss": 0.829,
32
+ "step": 10
33
  },
34
  {
35
  "epoch": 2.0,
36
+ "eval_accuracy": 0.8592592592592593,
37
+ "eval_loss": 0.527397871017456,
38
+ "eval_runtime": 0.7119,
39
+ "eval_samples_per_second": 189.625,
40
+ "eval_steps_per_second": 7.023,
 
 
 
 
 
 
 
41
  "step": 10
42
  },
43
  {
44
+ "epoch": 3.0,
45
+ "grad_norm": 6.285182476043701,
46
+ "learning_rate": 4.722222222222222e-05,
47
+ "loss": 0.5189,
48
+ "step": 15
49
+ },
50
+ {
51
+ "epoch": 3.0,
52
+ "eval_accuracy": 0.9333333333333333,
53
+ "eval_loss": 0.24730348587036133,
54
+ "eval_runtime": 0.6998,
55
+ "eval_samples_per_second": 192.917,
56
+ "eval_steps_per_second": 7.145,
57
+ "step": 15
58
  },
59
  {
60
  "epoch": 4.0,
61
+ "grad_norm": 9.056550979614258,
62
+ "learning_rate": 4.4444444444444447e-05,
63
+ "loss": 0.3517,
64
+ "step": 20
 
 
65
  },
66
  {
67
  "epoch": 4.0,
68
+ "eval_accuracy": 0.9629629629629629,
69
+ "eval_loss": 0.1404803842306137,
70
+ "eval_runtime": 0.7065,
71
+ "eval_samples_per_second": 191.084,
72
+ "eval_steps_per_second": 7.077,
73
+ "step": 20
74
+ },
75
+ {
76
+ "epoch": 5.0,
77
+ "grad_norm": 7.212975025177002,
78
+ "learning_rate": 4.166666666666667e-05,
79
+ "loss": 0.2075,
80
+ "step": 25
81
+ },
82
+ {
83
+ "epoch": 5.0,
84
+ "eval_accuracy": 0.9333333333333333,
85
+ "eval_loss": 0.17972101271152496,
86
+ "eval_runtime": 0.703,
87
+ "eval_samples_per_second": 192.032,
88
+ "eval_steps_per_second": 7.112,
89
+ "step": 25
90
+ },
91
+ {
92
+ "epoch": 6.0,
93
+ "grad_norm": 5.206702709197998,
94
+ "learning_rate": 3.888888888888889e-05,
95
+ "loss": 0.1871,
96
+ "step": 30
97
+ },
98
+ {
99
+ "epoch": 6.0,
100
+ "eval_accuracy": 0.9703703703703703,
101
+ "eval_loss": 0.09362433105707169,
102
+ "eval_runtime": 0.759,
103
+ "eval_samples_per_second": 177.874,
104
+ "eval_steps_per_second": 6.588,
105
+ "step": 30
106
+ },
107
+ {
108
+ "epoch": 7.0,
109
+ "grad_norm": 5.035118579864502,
110
+ "learning_rate": 3.611111111111111e-05,
111
+ "loss": 0.1567,
112
+ "step": 35
113
+ },
114
+ {
115
+ "epoch": 7.0,
116
+ "eval_accuracy": 0.9703703703703703,
117
+ "eval_loss": 0.1113051250576973,
118
+ "eval_runtime": 0.7175,
119
+ "eval_samples_per_second": 188.151,
120
+ "eval_steps_per_second": 6.969,
121
+ "step": 35
122
+ },
123
+ {
124
+ "epoch": 8.0,
125
+ "grad_norm": 4.850553035736084,
126
+ "learning_rate": 3.3333333333333335e-05,
127
+ "loss": 0.1482,
128
+ "step": 40
129
+ },
130
+ {
131
+ "epoch": 8.0,
132
+ "eval_accuracy": 0.9777777777777777,
133
+ "eval_loss": 0.0790533721446991,
134
+ "eval_runtime": 0.7241,
135
+ "eval_samples_per_second": 186.438,
136
+ "eval_steps_per_second": 6.905,
137
+ "step": 40
138
+ },
139
+ {
140
+ "epoch": 9.0,
141
+ "grad_norm": 4.634683132171631,
142
+ "learning_rate": 3.055555555555556e-05,
143
+ "loss": 0.1143,
144
+ "step": 45
145
+ },
146
+ {
147
+ "epoch": 9.0,
148
+ "eval_accuracy": 0.9851851851851852,
149
+ "eval_loss": 0.063043974339962,
150
+ "eval_runtime": 0.7126,
151
+ "eval_samples_per_second": 189.438,
152
+ "eval_steps_per_second": 7.016,
153
+ "step": 45
154
+ },
155
+ {
156
+ "epoch": 9.0,
157
+ "step": 45,
158
+ "total_flos": 1.4093739557001216e+17,
159
+ "train_loss": 0.3985253996319241,
160
+ "train_runtime": 73.599,
161
+ "train_samples_per_second": 171.198,
162
+ "train_steps_per_second": 1.359
163
  }
164
  ],
165
+ "logging_steps": 500,
166
+ "max_steps": 100,
167
  "num_input_tokens_seen": 0,
168
+ "num_train_epochs": 20,
169
  "save_steps": 500,
170
  "stateful_callbacks": {
171
  "CustomEarlyStoppingCallback": {
 
188
  "attributes": {}
189
  }
190
  },
191
+ "total_flos": 1.4093739557001216e+17,
192
  "train_batch_size": 32,
193
  "trial_name": null,
194
  "trial_params": null