File size: 4,186 Bytes
5461006
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
189
190
191
192
193
194
195
196
197
{
  "best_metric": 2.9424936771392822,
  "best_model_checkpoint": "output/lil-nas-x/checkpoint-114",
  "epoch": 6.0,
  "global_step": 114,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.26,
      "learning_rate": 0.00011506151581352585,
      "loss": 3.7671,
      "step": 5
    },
    {
      "epoch": 0.53,
      "learning_rate": 6.293505690059801e-05,
      "loss": 3.4851,
      "step": 10
    },
    {
      "epoch": 0.79,
      "learning_rate": 1.4464961055407408e-05,
      "loss": 3.237,
      "step": 15
    },
    {
      "epoch": 1.0,
      "eval_loss": 3.2925262451171875,
      "eval_runtime": 1.1351,
      "eval_samples_per_second": 22.025,
      "eval_steps_per_second": 3.524,
      "step": 19
    },
    {
      "epoch": 1.05,
      "learning_rate": 9.35614586573241e-07,
      "loss": 3.3051,
      "step": 20
    },
    {
      "epoch": 1.32,
      "learning_rate": 3.1079356352801514e-05,
      "loss": 3.2407,
      "step": 25
    },
    {
      "epoch": 1.58,
      "learning_rate": 8.54403044178588e-05,
      "loss": 3.0887,
      "step": 30
    },
    {
      "epoch": 1.84,
      "learning_rate": 0.00012893189933276512,
      "loss": 3.1123,
      "step": 35
    },
    {
      "epoch": 2.0,
      "eval_loss": 3.1396188735961914,
      "eval_runtime": 1.1208,
      "eval_samples_per_second": 22.306,
      "eval_steps_per_second": 3.569,
      "step": 38
    },
    {
      "epoch": 2.11,
      "learning_rate": 0.00013348306278066356,
      "loss": 2.9306,
      "step": 40
    },
    {
      "epoch": 2.37,
      "learning_rate": 9.615630613119375e-05,
      "loss": 2.8064,
      "step": 45
    },
    {
      "epoch": 2.63,
      "learning_rate": 4.1043693868806304e-05,
      "loss": 2.7433,
      "step": 50
    },
    {
      "epoch": 2.89,
      "learning_rate": 3.7169372193364486e-06,
      "loss": 2.7272,
      "step": 55
    },
    {
      "epoch": 3.0,
      "eval_loss": 3.06833553314209,
      "eval_runtime": 1.1266,
      "eval_samples_per_second": 22.191,
      "eval_steps_per_second": 3.551,
      "step": 57
    },
    {
      "epoch": 3.16,
      "learning_rate": 8.268100667234827e-06,
      "loss": 2.7817,
      "step": 60
    },
    {
      "epoch": 3.42,
      "learning_rate": 5.175969558214116e-05,
      "loss": 2.5931,
      "step": 65
    },
    {
      "epoch": 3.68,
      "learning_rate": 0.0001061206436471984,
      "loss": 2.6951,
      "step": 70
    },
    {
      "epoch": 3.95,
      "learning_rate": 0.00013626438541342674,
      "loss": 2.4538,
      "step": 75
    },
    {
      "epoch": 4.0,
      "eval_loss": 3.0064802169799805,
      "eval_runtime": 1.1266,
      "eval_samples_per_second": 22.191,
      "eval_steps_per_second": 3.551,
      "step": 76
    },
    {
      "epoch": 4.21,
      "learning_rate": 0.00012273503894459262,
      "loss": 2.3701,
      "step": 80
    },
    {
      "epoch": 4.47,
      "learning_rate": 7.426494309940199e-05,
      "loss": 2.2971,
      "step": 85
    },
    {
      "epoch": 4.74,
      "learning_rate": 2.2138484186474223e-05,
      "loss": 2.4709,
      "step": 90
    },
    {
      "epoch": 5.0,
      "learning_rate": 0.0,
      "loss": 2.1501,
      "step": 95
    },
    {
      "epoch": 5.0,
      "eval_loss": 2.979142665863037,
      "eval_runtime": 1.1215,
      "eval_samples_per_second": 22.292,
      "eval_steps_per_second": 3.567,
      "step": 95
    },
    {
      "epoch": 5.26,
      "learning_rate": 2.2138484186474162e-05,
      "loss": 2.1304,
      "step": 100
    },
    {
      "epoch": 5.53,
      "learning_rate": 7.426494309940202e-05,
      "loss": 2.3152,
      "step": 105
    },
    {
      "epoch": 5.79,
      "learning_rate": 0.00012273503894459265,
      "loss": 2.3139,
      "step": 110
    },
    {
      "epoch": 6.0,
      "eval_loss": 2.9424936771392822,
      "eval_runtime": 1.1322,
      "eval_samples_per_second": 22.081,
      "eval_steps_per_second": 3.533,
      "step": 114
    }
  ],
  "max_steps": 190,
  "num_train_epochs": 10,
  "total_flos": 116013662208000.0,
  "trial_name": null,
  "trial_params": null
}