File size: 5,404 Bytes
9c1d92c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.9090909090909091,
  "best_model_checkpoint": "videomae-base-finetuned-ucf101-subset-nimeshbuddhika/checkpoint-1350",
  "epoch": 9.1,
  "global_step": 1500,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.07,
      "learning_rate": 3.3333333333333335e-05,
      "loss": 2.4285,
      "step": 100
    },
    {
      "epoch": 0.1,
      "eval_accuracy": 0.20320855614973263,
      "eval_loss": 2.118558406829834,
      "eval_runtime": 43.6317,
      "eval_samples_per_second": 4.286,
      "eval_steps_per_second": 2.154,
      "step": 150
    },
    {
      "epoch": 1.03,
      "learning_rate": 4.814814814814815e-05,
      "loss": 1.6775,
      "step": 200
    },
    {
      "epoch": 1.1,
      "learning_rate": 4.4444444444444447e-05,
      "loss": 0.9154,
      "step": 300
    },
    {
      "epoch": 1.1,
      "eval_accuracy": 0.6042780748663101,
      "eval_loss": 1.1913264989852905,
      "eval_runtime": 43.6901,
      "eval_samples_per_second": 4.28,
      "eval_steps_per_second": 2.152,
      "step": 300
    },
    {
      "epoch": 2.07,
      "learning_rate": 4.074074074074074e-05,
      "loss": 0.4498,
      "step": 400
    },
    {
      "epoch": 2.1,
      "eval_accuracy": 0.8823529411764706,
      "eval_loss": 0.37695419788360596,
      "eval_runtime": 43.5293,
      "eval_samples_per_second": 4.296,
      "eval_steps_per_second": 2.159,
      "step": 450
    },
    {
      "epoch": 3.03,
      "learning_rate": 3.7037037037037037e-05,
      "loss": 0.3165,
      "step": 500
    },
    {
      "epoch": 3.1,
      "learning_rate": 3.3333333333333335e-05,
      "loss": 0.3012,
      "step": 600
    },
    {
      "epoch": 3.1,
      "eval_accuracy": 0.8663101604278075,
      "eval_loss": 0.39042213559150696,
      "eval_runtime": 33.9376,
      "eval_samples_per_second": 5.51,
      "eval_steps_per_second": 2.77,
      "step": 600
    },
    {
      "epoch": 4.07,
      "learning_rate": 2.962962962962963e-05,
      "loss": 0.1458,
      "step": 700
    },
    {
      "epoch": 4.1,
      "eval_accuracy": 0.7967914438502673,
      "eval_loss": 0.8938174843788147,
      "eval_runtime": 39.5211,
      "eval_samples_per_second": 4.732,
      "eval_steps_per_second": 2.378,
      "step": 750
    },
    {
      "epoch": 5.03,
      "learning_rate": 2.5925925925925925e-05,
      "loss": 0.0895,
      "step": 800
    },
    {
      "epoch": 5.1,
      "learning_rate": 2.2222222222222223e-05,
      "loss": 0.0464,
      "step": 900
    },
    {
      "epoch": 5.1,
      "eval_accuracy": 0.8556149732620321,
      "eval_loss": 0.6180762052536011,
      "eval_runtime": 43.0074,
      "eval_samples_per_second": 4.348,
      "eval_steps_per_second": 2.186,
      "step": 900
    },
    {
      "epoch": 6.07,
      "learning_rate": 1.8518518518518518e-05,
      "loss": 0.0274,
      "step": 1000
    },
    {
      "epoch": 6.1,
      "eval_accuracy": 0.8074866310160428,
      "eval_loss": 0.7182068228721619,
      "eval_runtime": 42.9074,
      "eval_samples_per_second": 4.358,
      "eval_steps_per_second": 2.191,
      "step": 1050
    },
    {
      "epoch": 7.03,
      "learning_rate": 1.4814814814814815e-05,
      "loss": 0.0189,
      "step": 1100
    },
    {
      "epoch": 7.1,
      "learning_rate": 1.1111111111111112e-05,
      "loss": 0.0022,
      "step": 1200
    },
    {
      "epoch": 7.1,
      "eval_accuracy": 0.8716577540106952,
      "eval_loss": 0.45252320170402527,
      "eval_runtime": 43.1934,
      "eval_samples_per_second": 4.329,
      "eval_steps_per_second": 2.176,
      "step": 1200
    },
    {
      "epoch": 8.07,
      "learning_rate": 7.4074074074074075e-06,
      "loss": 0.0302,
      "step": 1300
    },
    {
      "epoch": 8.1,
      "eval_accuracy": 0.9090909090909091,
      "eval_loss": 0.31720033288002014,
      "eval_runtime": 43.0746,
      "eval_samples_per_second": 4.341,
      "eval_steps_per_second": 2.182,
      "step": 1350
    },
    {
      "epoch": 9.03,
      "learning_rate": 3.7037037037037037e-06,
      "loss": 0.003,
      "step": 1400
    },
    {
      "epoch": 9.1,
      "learning_rate": 0.0,
      "loss": 0.0166,
      "step": 1500
    },
    {
      "epoch": 9.1,
      "eval_accuracy": 0.8983957219251337,
      "eval_loss": 0.28981590270996094,
      "eval_runtime": 43.1833,
      "eval_samples_per_second": 4.33,
      "eval_steps_per_second": 2.177,
      "step": 1500
    },
    {
      "epoch": 9.1,
      "step": 1500,
      "total_flos": 3.738527145787392e+18,
      "train_loss": 0.4312617871661981,
      "train_runtime": 1888.5613,
      "train_samples_per_second": 1.589,
      "train_steps_per_second": 0.794
    },
    {
      "epoch": 9.1,
      "eval_accuracy": 0.9730941704035875,
      "eval_loss": 0.10973779112100601,
      "eval_runtime": 51.205,
      "eval_samples_per_second": 4.355,
      "eval_steps_per_second": 2.187,
      "step": 1500
    },
    {
      "epoch": 9.1,
      "eval_accuracy": 0.9730941704035875,
      "eval_loss": 0.10973779112100601,
      "eval_runtime": 50.2397,
      "eval_samples_per_second": 4.439,
      "eval_steps_per_second": 2.229,
      "step": 1500
    }
  ],
  "max_steps": 1500,
  "num_train_epochs": 9223372036854775807,
  "total_flos": 3.738527145787392e+18,
  "trial_name": null,
  "trial_params": null
}