File size: 4,445 Bytes
b02d537
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.052040886133909225,
  "best_model_checkpoint": "ckpt/checkpoint-200",
  "epoch": 2.824858757062147,
  "eval_steps": 200,
  "global_step": 1000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.2824858757062147,
      "grad_norm": 0.08298324048519135,
      "learning_rate": 0.00029152542372881354,
      "loss": 0.1901,
      "step": 100
    },
    {
      "epoch": 0.5649717514124294,
      "grad_norm": 0.11693409830331802,
      "learning_rate": 0.0002830508474576271,
      "loss": 0.0624,
      "step": 200
    },
    {
      "epoch": 0.5649717514124294,
      "eval_accuracy": 0.9860834990059643,
      "eval_f1": 0.9891354958870091,
      "eval_loss": 0.052040886133909225,
      "eval_precision": 0.9869908626297041,
      "eval_recall": 0.9912894695909161,
      "eval_runtime": 12.1769,
      "eval_samples_per_second": 826.154,
      "eval_steps_per_second": 6.488,
      "step": 200
    },
    {
      "epoch": 0.847457627118644,
      "grad_norm": 0.10722041875123978,
      "learning_rate": 0.00027457627118644066,
      "loss": 0.0562,
      "step": 300
    },
    {
      "epoch": 1.1299435028248588,
      "grad_norm": 0.08397164940834045,
      "learning_rate": 0.0002661016949152542,
      "loss": 0.0524,
      "step": 400
    },
    {
      "epoch": 1.1299435028248588,
      "eval_accuracy": 0.9874751491053678,
      "eval_f1": 0.9902219462983083,
      "eval_loss": 0.04475295916199684,
      "eval_precision": 0.9880749574105622,
      "eval_recall": 0.9923782858920517,
      "eval_runtime": 11.6899,
      "eval_samples_per_second": 860.571,
      "eval_steps_per_second": 6.758,
      "step": 400
    },
    {
      "epoch": 1.4124293785310735,
      "grad_norm": 0.16527259349822998,
      "learning_rate": 0.0002576271186440678,
      "loss": 0.0492,
      "step": 500
    },
    {
      "epoch": 1.694915254237288,
      "grad_norm": 0.07748957723379135,
      "learning_rate": 0.00024915254237288135,
      "loss": 0.0518,
      "step": 600
    },
    {
      "epoch": 1.694915254237288,
      "eval_accuracy": 0.9872763419483102,
      "eval_f1": 0.9900482040118178,
      "eval_loss": 0.04457252100110054,
      "eval_precision": 0.9897404010570496,
      "eval_recall": 0.9903561984756571,
      "eval_runtime": 12.8001,
      "eval_samples_per_second": 785.934,
      "eval_steps_per_second": 6.172,
      "step": 600
    },
    {
      "epoch": 1.9774011299435028,
      "grad_norm": 0.07877205312252045,
      "learning_rate": 0.0002406779661016949,
      "loss": 0.0489,
      "step": 700
    },
    {
      "epoch": 2.2598870056497176,
      "grad_norm": 0.09426571428775787,
      "learning_rate": 0.00023220338983050845,
      "loss": 0.0477,
      "step": 800
    },
    {
      "epoch": 2.2598870056497176,
      "eval_accuracy": 0.9879721669980119,
      "eval_f1": 0.9906339499961297,
      "eval_loss": 0.04242447018623352,
      "eval_precision": 0.9859784283513097,
      "eval_recall": 0.9953336444237051,
      "eval_runtime": 13.2576,
      "eval_samples_per_second": 758.811,
      "eval_steps_per_second": 5.959,
      "step": 800
    },
    {
      "epoch": 2.542372881355932,
      "grad_norm": 0.09674050658941269,
      "learning_rate": 0.000223728813559322,
      "loss": 0.0463,
      "step": 900
    },
    {
      "epoch": 2.824858757062147,
      "grad_norm": 0.08737868070602417,
      "learning_rate": 0.0002152542372881356,
      "loss": 0.0465,
      "step": 1000
    },
    {
      "epoch": 2.824858757062147,
      "eval_accuracy": 0.9887673956262425,
      "eval_f1": 0.9912369135323769,
      "eval_loss": 0.04115341976284981,
      "eval_precision": 0.9884008660686668,
      "eval_recall": 0.9940892829366931,
      "eval_runtime": 11.8282,
      "eval_samples_per_second": 850.507,
      "eval_steps_per_second": 6.679,
      "step": 1000
    }
  ],
  "logging_steps": 100,
  "max_steps": 3540,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 200,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 8484875417960448.0,
  "train_batch_size": 256,
  "trial_name": null,
  "trial_params": null
}