File size: 5,982 Bytes
1d02d07
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
{
  "best_metric": 0.023472091183066368,
  "best_model_checkpoint": "./vit-base-beans-demo-v5/checkpoint-200",
  "epoch": 4.0,
  "eval_steps": 100,
  "global_step": 260,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.15384615384615385,
      "grad_norm": 1.6673494577407837,
      "learning_rate": 0.00019230769230769233,
      "loss": 0.854,
      "step": 10
    },
    {
      "epoch": 0.3076923076923077,
      "grad_norm": 2.448685646057129,
      "learning_rate": 0.00018461538461538463,
      "loss": 0.3317,
      "step": 20
    },
    {
      "epoch": 0.46153846153846156,
      "grad_norm": 2.043360471725464,
      "learning_rate": 0.00017692307692307693,
      "loss": 0.1775,
      "step": 30
    },
    {
      "epoch": 0.6153846153846154,
      "grad_norm": 1.6278131008148193,
      "learning_rate": 0.00016923076923076923,
      "loss": 0.2664,
      "step": 40
    },
    {
      "epoch": 0.7692307692307693,
      "grad_norm": 2.8160293102264404,
      "learning_rate": 0.00016153846153846155,
      "loss": 0.1958,
      "step": 50
    },
    {
      "epoch": 0.9230769230769231,
      "grad_norm": 3.9445712566375732,
      "learning_rate": 0.00015384615384615385,
      "loss": 0.3197,
      "step": 60
    },
    {
      "epoch": 1.0769230769230769,
      "grad_norm": 1.7708736658096313,
      "learning_rate": 0.00014615384615384615,
      "loss": 0.17,
      "step": 70
    },
    {
      "epoch": 1.2307692307692308,
      "grad_norm": 0.18868741393089294,
      "learning_rate": 0.00013846153846153847,
      "loss": 0.1075,
      "step": 80
    },
    {
      "epoch": 1.3846153846153846,
      "grad_norm": 0.14158321917057037,
      "learning_rate": 0.00013076923076923077,
      "loss": 0.0441,
      "step": 90
    },
    {
      "epoch": 1.5384615384615383,
      "grad_norm": 0.9749258160591125,
      "learning_rate": 0.0001230769230769231,
      "loss": 0.1108,
      "step": 100
    },
    {
      "epoch": 1.5384615384615383,
      "eval_accuracy": 1.0,
      "eval_loss": 0.02870349958539009,
      "eval_runtime": 1.8021,
      "eval_samples_per_second": 73.804,
      "eval_steps_per_second": 9.434,
      "step": 100
    },
    {
      "epoch": 1.6923076923076923,
      "grad_norm": 0.22034430503845215,
      "learning_rate": 0.00011538461538461538,
      "loss": 0.0436,
      "step": 110
    },
    {
      "epoch": 1.8461538461538463,
      "grad_norm": 0.13325901329517365,
      "learning_rate": 0.0001076923076923077,
      "loss": 0.1215,
      "step": 120
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.2772440016269684,
      "learning_rate": 0.0001,
      "loss": 0.0707,
      "step": 130
    },
    {
      "epoch": 2.1538461538461537,
      "grad_norm": 0.9475046992301941,
      "learning_rate": 9.230769230769232e-05,
      "loss": 0.0471,
      "step": 140
    },
    {
      "epoch": 2.3076923076923075,
      "grad_norm": 1.3417366743087769,
      "learning_rate": 8.461538461538461e-05,
      "loss": 0.0655,
      "step": 150
    },
    {
      "epoch": 2.4615384615384617,
      "grad_norm": 0.09867988526821136,
      "learning_rate": 7.692307692307693e-05,
      "loss": 0.0296,
      "step": 160
    },
    {
      "epoch": 2.6153846153846154,
      "grad_norm": 0.10215840488672256,
      "learning_rate": 6.923076923076924e-05,
      "loss": 0.0161,
      "step": 170
    },
    {
      "epoch": 2.769230769230769,
      "grad_norm": 0.11826897412538528,
      "learning_rate": 6.153846153846155e-05,
      "loss": 0.0345,
      "step": 180
    },
    {
      "epoch": 2.9230769230769234,
      "grad_norm": 0.06787172704935074,
      "learning_rate": 5.384615384615385e-05,
      "loss": 0.0145,
      "step": 190
    },
    {
      "epoch": 3.076923076923077,
      "grad_norm": 0.06440696865320206,
      "learning_rate": 4.615384615384616e-05,
      "loss": 0.0128,
      "step": 200
    },
    {
      "epoch": 3.076923076923077,
      "eval_accuracy": 1.0,
      "eval_loss": 0.023472091183066368,
      "eval_runtime": 1.2523,
      "eval_samples_per_second": 106.201,
      "eval_steps_per_second": 13.575,
      "step": 200
    },
    {
      "epoch": 3.230769230769231,
      "grad_norm": 0.06286267191171646,
      "learning_rate": 3.846153846153846e-05,
      "loss": 0.0123,
      "step": 210
    },
    {
      "epoch": 3.3846153846153846,
      "grad_norm": 0.06109225004911423,
      "learning_rate": 3.0769230769230774e-05,
      "loss": 0.0121,
      "step": 220
    },
    {
      "epoch": 3.5384615384615383,
      "grad_norm": 0.06259910762310028,
      "learning_rate": 2.307692307692308e-05,
      "loss": 0.0117,
      "step": 230
    },
    {
      "epoch": 3.6923076923076925,
      "grad_norm": 0.060203827917575836,
      "learning_rate": 1.5384615384615387e-05,
      "loss": 0.0114,
      "step": 240
    },
    {
      "epoch": 3.8461538461538463,
      "grad_norm": 0.05893297493457794,
      "learning_rate": 7.692307692307694e-06,
      "loss": 0.0114,
      "step": 250
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.05691501870751381,
      "learning_rate": 0.0,
      "loss": 0.0114,
      "step": 260
    },
    {
      "epoch": 4.0,
      "step": 260,
      "total_flos": 3.205097416476426e+17,
      "train_loss": 0.11937046449344892,
      "train_runtime": 97.651,
      "train_samples_per_second": 42.355,
      "train_steps_per_second": 2.663
    }
  ],
  "logging_steps": 10,
  "max_steps": 260,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 4,
  "save_steps": 100,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 3.205097416476426e+17,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}