File size: 4,382 Bytes
bd54e9f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 8.475200957036577e-06,
  "best_model_checkpoint": "./t5_sql_model/checkpoint-1000",
  "epoch": 10.0,
  "eval_steps": 100,
  "global_step": 1000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 0.19069062173366547,
      "learning_rate": 4.5050000000000004e-05,
      "loss": 0.0952,
      "step": 100
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.01930948905646801,
      "eval_runtime": 4.2969,
      "eval_samples_per_second": 46.545,
      "eval_steps_per_second": 23.273,
      "step": 100
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.11524572968482971,
      "learning_rate": 4.0050000000000004e-05,
      "loss": 0.0134,
      "step": 200
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.00038512772880494595,
      "eval_runtime": 4.2896,
      "eval_samples_per_second": 46.624,
      "eval_steps_per_second": 23.312,
      "step": 200
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.08386600762605667,
      "learning_rate": 3.505e-05,
      "loss": 0.0035,
      "step": 300
    },
    {
      "epoch": 3.0,
      "eval_loss": 7.71833147155121e-05,
      "eval_runtime": 4.2776,
      "eval_samples_per_second": 46.755,
      "eval_steps_per_second": 23.377,
      "step": 300
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.04387281462550163,
      "learning_rate": 3.0050000000000002e-05,
      "loss": 0.0018,
      "step": 400
    },
    {
      "epoch": 4.0,
      "eval_loss": 3.606174868764356e-05,
      "eval_runtime": 4.288,
      "eval_samples_per_second": 46.642,
      "eval_steps_per_second": 23.321,
      "step": 400
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.02179218828678131,
      "learning_rate": 2.5050000000000002e-05,
      "loss": 0.0011,
      "step": 500
    },
    {
      "epoch": 5.0,
      "eval_loss": 1.9488097677822225e-05,
      "eval_runtime": 4.2812,
      "eval_samples_per_second": 46.715,
      "eval_steps_per_second": 23.358,
      "step": 500
    },
    {
      "epoch": 6.0,
      "grad_norm": 0.02126687951385975,
      "learning_rate": 2.0050000000000003e-05,
      "loss": 0.001,
      "step": 600
    },
    {
      "epoch": 6.0,
      "eval_loss": 1.42730787047185e-05,
      "eval_runtime": 4.3012,
      "eval_samples_per_second": 46.498,
      "eval_steps_per_second": 23.249,
      "step": 600
    },
    {
      "epoch": 7.0,
      "grad_norm": 0.03087877482175827,
      "learning_rate": 1.505e-05,
      "loss": 0.0007,
      "step": 700
    },
    {
      "epoch": 7.0,
      "eval_loss": 1.0926911272690631e-05,
      "eval_runtime": 4.2954,
      "eval_samples_per_second": 46.561,
      "eval_steps_per_second": 23.281,
      "step": 700
    },
    {
      "epoch": 8.0,
      "grad_norm": 0.015643499791622162,
      "learning_rate": 1.005e-05,
      "loss": 0.0006,
      "step": 800
    },
    {
      "epoch": 8.0,
      "eval_loss": 9.499091902398504e-06,
      "eval_runtime": 4.2684,
      "eval_samples_per_second": 46.857,
      "eval_steps_per_second": 23.428,
      "step": 800
    },
    {
      "epoch": 9.0,
      "grad_norm": 0.020900582894682884,
      "learning_rate": 5.050000000000001e-06,
      "loss": 0.0005,
      "step": 900
    },
    {
      "epoch": 9.0,
      "eval_loss": 8.78215996635845e-06,
      "eval_runtime": 4.2696,
      "eval_samples_per_second": 46.843,
      "eval_steps_per_second": 23.422,
      "step": 900
    },
    {
      "epoch": 10.0,
      "grad_norm": 0.00630880007520318,
      "learning_rate": 5.0000000000000004e-08,
      "loss": 0.0005,
      "step": 1000
    },
    {
      "epoch": 10.0,
      "eval_loss": 8.475200957036577e-06,
      "eval_runtime": 4.2698,
      "eval_samples_per_second": 46.841,
      "eval_steps_per_second": 23.42,
      "step": 1000
    }
  ],
  "logging_steps": 100,
  "max_steps": 1000,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 100,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 1082734411776000.0,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}