File size: 5,904 Bytes
56bd729
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.0002610796655062586,
  "best_model_checkpoint": "convnext-base-384-22k-1k-Kontur-competition-1.3K/checkpoint-135",
  "epoch": 14.210526315789474,
  "eval_steps": 500,
  "global_step": 135,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.95,
      "eval_loss": 0.5273232460021973,
      "eval_runtime": 5.3966,
      "eval_samples_per_second": 24.645,
      "eval_steps_per_second": 0.927,
      "step": 9
    },
    {
      "epoch": 1.05,
      "grad_norm": 14.016679763793945,
      "learning_rate": 3.571428571428572e-05,
      "loss": 0.6611,
      "step": 10
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.15177780389785767,
      "eval_runtime": 4.4294,
      "eval_samples_per_second": 30.027,
      "eval_steps_per_second": 1.129,
      "step": 19
    },
    {
      "epoch": 2.11,
      "grad_norm": 3.7719967365264893,
      "learning_rate": 4.75206611570248e-05,
      "loss": 0.2686,
      "step": 20
    },
    {
      "epoch": 2.95,
      "eval_loss": 0.026649044826626778,
      "eval_runtime": 4.3155,
      "eval_samples_per_second": 30.819,
      "eval_steps_per_second": 1.159,
      "step": 28
    },
    {
      "epoch": 3.16,
      "grad_norm": 9.589371681213379,
      "learning_rate": 4.338842975206612e-05,
      "loss": 0.0899,
      "step": 30
    },
    {
      "epoch": 4.0,
      "eval_loss": 0.00659002223983407,
      "eval_runtime": 4.3662,
      "eval_samples_per_second": 30.461,
      "eval_steps_per_second": 1.145,
      "step": 38
    },
    {
      "epoch": 4.21,
      "grad_norm": 24.757675170898438,
      "learning_rate": 3.925619834710744e-05,
      "loss": 0.0379,
      "step": 40
    },
    {
      "epoch": 4.95,
      "eval_loss": 0.002536825370043516,
      "eval_runtime": 4.318,
      "eval_samples_per_second": 30.802,
      "eval_steps_per_second": 1.158,
      "step": 47
    },
    {
      "epoch": 5.26,
      "grad_norm": 0.6816350221633911,
      "learning_rate": 3.512396694214876e-05,
      "loss": 0.0202,
      "step": 50
    },
    {
      "epoch": 6.0,
      "eval_loss": 0.0019522847142070532,
      "eval_runtime": 4.4042,
      "eval_samples_per_second": 30.199,
      "eval_steps_per_second": 1.135,
      "step": 57
    },
    {
      "epoch": 6.32,
      "grad_norm": 0.10703104734420776,
      "learning_rate": 3.099173553719008e-05,
      "loss": 0.0048,
      "step": 60
    },
    {
      "epoch": 6.95,
      "eval_loss": 0.00098791706841439,
      "eval_runtime": 4.3638,
      "eval_samples_per_second": 30.478,
      "eval_steps_per_second": 1.146,
      "step": 66
    },
    {
      "epoch": 7.37,
      "grad_norm": 4.492315292358398,
      "learning_rate": 2.6859504132231405e-05,
      "loss": 0.0056,
      "step": 70
    },
    {
      "epoch": 8.0,
      "eval_loss": 0.001134931342676282,
      "eval_runtime": 4.3514,
      "eval_samples_per_second": 30.565,
      "eval_steps_per_second": 1.149,
      "step": 76
    },
    {
      "epoch": 8.42,
      "grad_norm": 0.05526771396398544,
      "learning_rate": 2.272727272727273e-05,
      "loss": 0.0011,
      "step": 80
    },
    {
      "epoch": 8.95,
      "eval_loss": 0.0004670162743423134,
      "eval_runtime": 4.379,
      "eval_samples_per_second": 30.372,
      "eval_steps_per_second": 1.142,
      "step": 85
    },
    {
      "epoch": 9.47,
      "grad_norm": 2.763624906539917,
      "learning_rate": 1.859504132231405e-05,
      "loss": 0.0017,
      "step": 90
    },
    {
      "epoch": 10.0,
      "eval_loss": 0.0014447210123762488,
      "eval_runtime": 4.3565,
      "eval_samples_per_second": 30.529,
      "eval_steps_per_second": 1.148,
      "step": 95
    },
    {
      "epoch": 10.53,
      "grad_norm": 0.29414886236190796,
      "learning_rate": 1.4462809917355372e-05,
      "loss": 0.0076,
      "step": 100
    },
    {
      "epoch": 10.95,
      "eval_loss": 0.0004167805891484022,
      "eval_runtime": 4.5875,
      "eval_samples_per_second": 28.992,
      "eval_steps_per_second": 1.09,
      "step": 104
    },
    {
      "epoch": 11.58,
      "grad_norm": 0.02740568295121193,
      "learning_rate": 1.0330578512396695e-05,
      "loss": 0.0018,
      "step": 110
    },
    {
      "epoch": 12.0,
      "eval_loss": 0.0003142206114716828,
      "eval_runtime": 4.7253,
      "eval_samples_per_second": 28.146,
      "eval_steps_per_second": 1.058,
      "step": 114
    },
    {
      "epoch": 12.63,
      "grad_norm": 0.06253942847251892,
      "learning_rate": 6.198347107438017e-06,
      "loss": 0.0027,
      "step": 120
    },
    {
      "epoch": 12.95,
      "eval_loss": 0.0002625222550705075,
      "eval_runtime": 4.4194,
      "eval_samples_per_second": 30.094,
      "eval_steps_per_second": 1.131,
      "step": 123
    },
    {
      "epoch": 13.68,
      "grad_norm": 0.3781050741672516,
      "learning_rate": 2.066115702479339e-06,
      "loss": 0.0008,
      "step": 130
    },
    {
      "epoch": 14.0,
      "eval_loss": 0.00026170219643972814,
      "eval_runtime": 4.4435,
      "eval_samples_per_second": 29.931,
      "eval_steps_per_second": 1.125,
      "step": 133
    },
    {
      "epoch": 14.21,
      "eval_loss": 0.0002610796655062586,
      "eval_runtime": 4.4227,
      "eval_samples_per_second": 30.072,
      "eval_steps_per_second": 1.131,
      "step": 135
    },
    {
      "epoch": 14.21,
      "step": 135,
      "total_flos": 3.9447179555061105e+18,
      "train_loss": 0.08187244446534249,
      "train_runtime": 1269.7055,
      "train_samples_per_second": 14.106,
      "train_steps_per_second": 0.106
    }
  ],
  "logging_steps": 10,
  "max_steps": 135,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 15,
  "save_steps": 500,
  "total_flos": 3.9447179555061105e+18,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}