File size: 4,318 Bytes
8243c5d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
{
  "best_metric": 0.016295962035655975,
  "best_model_checkpoint": "./outputs/checkpoint-160",
  "epoch": 5.0,
  "eval_steps": 500,
  "global_step": 160,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.31,
      "grad_norm": 3.219058036804199,
      "learning_rate": 1.8750000000000002e-05,
      "loss": 0.4776,
      "step": 10
    },
    {
      "epoch": 0.62,
      "grad_norm": 1.2438404560089111,
      "learning_rate": 1.7500000000000002e-05,
      "loss": 0.1885,
      "step": 20
    },
    {
      "epoch": 0.94,
      "grad_norm": 0.8410812616348267,
      "learning_rate": 1.6250000000000002e-05,
      "loss": 0.0948,
      "step": 30
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.994,
      "eval_loss": 0.038248706609010696,
      "eval_runtime": 27.2538,
      "eval_samples_per_second": 18.346,
      "eval_steps_per_second": 0.294,
      "step": 32
    },
    {
      "epoch": 1.25,
      "grad_norm": 0.9565186500549316,
      "learning_rate": 1.5000000000000002e-05,
      "loss": 0.0511,
      "step": 40
    },
    {
      "epoch": 1.56,
      "grad_norm": 1.1085598468780518,
      "learning_rate": 1.375e-05,
      "loss": 0.045,
      "step": 50
    },
    {
      "epoch": 1.88,
      "grad_norm": 1.4812817573547363,
      "learning_rate": 1.25e-05,
      "loss": 0.045,
      "step": 60
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.996,
      "eval_loss": 0.020908161997795105,
      "eval_runtime": 4.4414,
      "eval_samples_per_second": 112.577,
      "eval_steps_per_second": 1.801,
      "step": 64
    },
    {
      "epoch": 2.19,
      "grad_norm": 2.213463068008423,
      "learning_rate": 1.125e-05,
      "loss": 0.0408,
      "step": 70
    },
    {
      "epoch": 2.5,
      "grad_norm": 1.0551693439483643,
      "learning_rate": 1e-05,
      "loss": 0.0311,
      "step": 80
    },
    {
      "epoch": 2.81,
      "grad_norm": 1.5963162183761597,
      "learning_rate": 8.750000000000001e-06,
      "loss": 0.0421,
      "step": 90
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.996,
      "eval_loss": 0.017463386058807373,
      "eval_runtime": 4.5818,
      "eval_samples_per_second": 109.128,
      "eval_steps_per_second": 1.746,
      "step": 96
    },
    {
      "epoch": 3.12,
      "grad_norm": 0.7329137921333313,
      "learning_rate": 7.500000000000001e-06,
      "loss": 0.0219,
      "step": 100
    },
    {
      "epoch": 3.44,
      "grad_norm": 1.8856861591339111,
      "learning_rate": 6.25e-06,
      "loss": 0.0257,
      "step": 110
    },
    {
      "epoch": 3.75,
      "grad_norm": 0.23129290342330933,
      "learning_rate": 5e-06,
      "loss": 0.0223,
      "step": 120
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.996,
      "eval_loss": 0.016901519149541855,
      "eval_runtime": 4.3629,
      "eval_samples_per_second": 114.603,
      "eval_steps_per_second": 1.834,
      "step": 128
    },
    {
      "epoch": 4.06,
      "grad_norm": 1.9281848669052124,
      "learning_rate": 3.7500000000000005e-06,
      "loss": 0.0396,
      "step": 130
    },
    {
      "epoch": 4.38,
      "grad_norm": 0.3660925030708313,
      "learning_rate": 2.5e-06,
      "loss": 0.0267,
      "step": 140
    },
    {
      "epoch": 4.69,
      "grad_norm": 0.5336365699768066,
      "learning_rate": 1.25e-06,
      "loss": 0.0304,
      "step": 150
    },
    {
      "epoch": 5.0,
      "grad_norm": 3.7920114994049072,
      "learning_rate": 0.0,
      "loss": 0.025,
      "step": 160
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.996,
      "eval_loss": 0.016295962035655975,
      "eval_runtime": 4.1331,
      "eval_samples_per_second": 120.976,
      "eval_steps_per_second": 1.936,
      "step": 160
    },
    {
      "epoch": 5.0,
      "step": 160,
      "total_flos": 7.7491989614592e+17,
      "train_loss": 0.07546138893812895,
      "train_runtime": 293.9975,
      "train_samples_per_second": 34.014,
      "train_steps_per_second": 0.544
    }
  ],
  "logging_steps": 10,
  "max_steps": 160,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "total_flos": 7.7491989614592e+17,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}