File size: 5,251 Bytes
7702974
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
198
199
200
201
202
203
204
205
206
207
208
209
210
{
  "best_metric": 1.572628378868103,
  "best_model_checkpoint": "cat_breed_image_detection/checkpoint-10164",
  "epoch": 4.0,
  "eval_steps": 500,
  "global_step": 10164,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.19677292404565133,
      "grad_norm": 8.132095336914062,
      "learning_rate": 8.599564959462131e-07,
      "loss": 1.6107,
      "step": 500
    },
    {
      "epoch": 0.39354584809130266,
      "grad_norm": 6.708084583282471,
      "learning_rate": 8.154637136642278e-07,
      "loss": 1.5888,
      "step": 1000
    },
    {
      "epoch": 0.5903187721369539,
      "grad_norm": 7.669999122619629,
      "learning_rate": 7.709709313822424e-07,
      "loss": 1.5734,
      "step": 1500
    },
    {
      "epoch": 0.7870916961826053,
      "grad_norm": 8.473257064819336,
      "learning_rate": 7.26478149100257e-07,
      "loss": 1.5921,
      "step": 2000
    },
    {
      "epoch": 0.9838646202282566,
      "grad_norm": 7.519883155822754,
      "learning_rate": 6.819853668182716e-07,
      "loss": 1.5814,
      "step": 2500
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.583766976675524,
      "eval_loss": 1.6136096715927124,
      "eval_runtime": 1206.4218,
      "eval_samples_per_second": 89.839,
      "eval_steps_per_second": 2.807,
      "step": 2541
    },
    {
      "epoch": 1.1806375442739079,
      "grad_norm": 6.776809215545654,
      "learning_rate": 6.374925845362863e-07,
      "loss": 1.5698,
      "step": 3000
    },
    {
      "epoch": 1.3774104683195592,
      "grad_norm": 5.961708068847656,
      "learning_rate": 5.929998022543009e-07,
      "loss": 1.5564,
      "step": 3500
    },
    {
      "epoch": 1.5741833923652107,
      "grad_norm": 7.470553398132324,
      "learning_rate": 5.485070199723155e-07,
      "loss": 1.5616,
      "step": 4000
    },
    {
      "epoch": 1.770956316410862,
      "grad_norm": 6.852038383483887,
      "learning_rate": 5.040142376903302e-07,
      "loss": 1.5534,
      "step": 4500
    },
    {
      "epoch": 1.9677292404565132,
      "grad_norm": 8.469923973083496,
      "learning_rate": 4.5952145540834485e-07,
      "loss": 1.5467,
      "step": 5000
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.5894412459403602,
      "eval_loss": 1.5893911123275757,
      "eval_runtime": 1210.5447,
      "eval_samples_per_second": 89.533,
      "eval_steps_per_second": 2.798,
      "step": 5082
    },
    {
      "epoch": 2.1645021645021645,
      "grad_norm": 6.9930195808410645,
      "learning_rate": 4.150286731263595e-07,
      "loss": 1.5455,
      "step": 5500
    },
    {
      "epoch": 2.3612750885478158,
      "grad_norm": 8.173332214355469,
      "learning_rate": 3.705358908443741e-07,
      "loss": 1.5393,
      "step": 6000
    },
    {
      "epoch": 2.558048012593467,
      "grad_norm": 5.5481767654418945,
      "learning_rate": 3.2604310856238877e-07,
      "loss": 1.5412,
      "step": 6500
    },
    {
      "epoch": 2.7548209366391183,
      "grad_norm": 6.221193313598633,
      "learning_rate": 2.815503262804034e-07,
      "loss": 1.531,
      "step": 7000
    },
    {
      "epoch": 2.9515938606847696,
      "grad_norm": 6.431015968322754,
      "learning_rate": 2.37057543998418e-07,
      "loss": 1.5297,
      "step": 7500
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.5934916592855034,
      "eval_loss": 1.5773507356643677,
      "eval_runtime": 1196.383,
      "eval_samples_per_second": 90.593,
      "eval_steps_per_second": 2.831,
      "step": 7623
    },
    {
      "epoch": 3.1483667847304213,
      "grad_norm": 10.443075180053711,
      "learning_rate": 1.9256476171643265e-07,
      "loss": 1.5376,
      "step": 8000
    },
    {
      "epoch": 3.3451397087760726,
      "grad_norm": 6.658329010009766,
      "learning_rate": 1.4807197943444728e-07,
      "loss": 1.5207,
      "step": 8500
    },
    {
      "epoch": 3.541912632821724,
      "grad_norm": 6.124561786651611,
      "learning_rate": 1.0357919715246192e-07,
      "loss": 1.5225,
      "step": 9000
    },
    {
      "epoch": 3.738685556867375,
      "grad_norm": 7.456569194793701,
      "learning_rate": 5.9086414870476566e-08,
      "loss": 1.5198,
      "step": 9500
    },
    {
      "epoch": 3.9354584809130264,
      "grad_norm": 6.399494647979736,
      "learning_rate": 1.4593632588491198e-08,
      "loss": 1.5279,
      "step": 10000
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.5949955713020372,
      "eval_loss": 1.572628378868103,
      "eval_runtime": 1198.3774,
      "eval_samples_per_second": 90.442,
      "eval_steps_per_second": 2.826,
      "step": 10164
    }
  ],
  "logging_steps": 500,
  "max_steps": 10164,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 4,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 5.0414127158862545e+19,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}