End of training
Browse files- all_results.json +6 -6
- test_results.json +6 -7
- trainer_state.json +101 -142
all_results.json
CHANGED
@@ -1,9 +1,9 @@
|
|
1 |
{
|
2 |
-
"epoch": 3.
|
3 |
-
"eval_accuracy": 0.
|
4 |
-
"eval_loss":
|
5 |
"eval_model_preparation_time": 0.0017,
|
6 |
-
"eval_runtime":
|
7 |
-
"eval_samples_per_second": 15
|
8 |
-
"eval_steps_per_second": 2.
|
9 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 3.84,
|
3 |
+
"eval_accuracy": 0.23684210526315788,
|
4 |
+
"eval_loss": 1.4163174629211426,
|
5 |
"eval_model_preparation_time": 0.0017,
|
6 |
+
"eval_runtime": 4.1873,
|
7 |
+
"eval_samples_per_second": 18.15,
|
8 |
+
"eval_steps_per_second": 2.388
|
9 |
}
|
test_results.json
CHANGED
@@ -1,9 +1,8 @@
|
|
1 |
{
|
2 |
-
"epoch": 3.
|
3 |
-
"eval_accuracy": 0.
|
4 |
-
"eval_loss":
|
5 |
-
"
|
6 |
-
"
|
7 |
-
"
|
8 |
-
"eval_steps_per_second": 2.008
|
9 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 3.84,
|
3 |
+
"eval_accuracy": 0.23684210526315788,
|
4 |
+
"eval_loss": 1.4163174629211426,
|
5 |
+
"eval_runtime": 4.1873,
|
6 |
+
"eval_samples_per_second": 18.15,
|
7 |
+
"eval_steps_per_second": 2.388
|
|
|
8 |
}
|
trainer_state.json
CHANGED
@@ -1,185 +1,144 @@
|
|
1 |
{
|
2 |
-
"best_metric": 0.
|
3 |
-
"best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-
|
4 |
-
"epoch": 3.
|
5 |
"eval_steps": 500,
|
6 |
-
"global_step":
|
7 |
"is_hyper_param_search": false,
|
8 |
"is_local_process_zero": true,
|
9 |
"is_world_process_zero": true,
|
10 |
"log_history": [
|
11 |
{
|
12 |
-
"epoch": 0.
|
13 |
-
"grad_norm":
|
14 |
-
"learning_rate":
|
15 |
-
"loss":
|
16 |
"step": 10
|
17 |
},
|
18 |
{
|
19 |
-
"epoch": 0.
|
20 |
-
"grad_norm":
|
21 |
-
"learning_rate": 4.
|
22 |
-
"loss":
|
23 |
"step": 20
|
24 |
},
|
25 |
{
|
26 |
-
"epoch": 0
|
27 |
-
"
|
28 |
-
"
|
29 |
-
"
|
30 |
-
"
|
|
|
|
|
31 |
},
|
32 |
{
|
33 |
-
"epoch":
|
34 |
-
"
|
35 |
-
"
|
36 |
-
"
|
37 |
-
"
|
38 |
-
"eval_samples_per_second": 14.769,
|
39 |
-
"eval_steps_per_second": 1.899,
|
40 |
-
"step": 38
|
41 |
},
|
42 |
{
|
43 |
-
"epoch": 1.
|
44 |
-
"grad_norm":
|
45 |
-
"learning_rate":
|
46 |
-
"loss": 1.
|
47 |
"step": 40
|
48 |
},
|
49 |
{
|
50 |
-
"epoch":
|
51 |
-
"grad_norm":
|
52 |
-
"learning_rate":
|
53 |
-
"loss": 1.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
54 |
"step": 50
|
55 |
},
|
56 |
{
|
57 |
-
"epoch":
|
58 |
-
"grad_norm":
|
59 |
-
"learning_rate":
|
60 |
-
"loss": 1.
|
61 |
"step": 60
|
62 |
},
|
63 |
{
|
64 |
-
"epoch":
|
65 |
-
"grad_norm":
|
66 |
-
"learning_rate":
|
67 |
-
"loss":
|
68 |
"step": 70
|
69 |
},
|
70 |
{
|
71 |
-
"epoch":
|
72 |
-
"eval_accuracy": 0.
|
73 |
-
"eval_loss":
|
74 |
-
"
|
75 |
-
"
|
76 |
-
"
|
77 |
-
"
|
78 |
-
"step": 76
|
79 |
},
|
80 |
{
|
81 |
-
"epoch": 2
|
82 |
-
"grad_norm":
|
83 |
-
"learning_rate":
|
84 |
-
"loss":
|
85 |
"step": 80
|
86 |
},
|
87 |
{
|
88 |
-
"epoch":
|
89 |
-
"grad_norm":
|
90 |
-
"learning_rate":
|
91 |
-
"loss":
|
92 |
"step": 90
|
93 |
},
|
94 |
{
|
95 |
-
"epoch":
|
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 |
-
"loss": 0.2719,
|
130 |
-
"step": 130
|
131 |
-
},
|
132 |
-
{
|
133 |
-
"epoch": 3.175675675675676,
|
134 |
-
"grad_norm": 6.4476141929626465,
|
135 |
-
"learning_rate": 3.007518796992481e-06,
|
136 |
-
"loss": 0.2734,
|
137 |
-
"step": 140
|
138 |
-
},
|
139 |
-
{
|
140 |
-
"epoch": 3.22972972972973,
|
141 |
-
"eval_accuracy": 0.7571428571428571,
|
142 |
-
"eval_loss": 0.39962273836135864,
|
143 |
-
"eval_model_preparation_time": 0.0017,
|
144 |
-
"eval_runtime": 4.7855,
|
145 |
-
"eval_samples_per_second": 14.627,
|
146 |
-
"eval_steps_per_second": 1.881,
|
147 |
-
"step": 148
|
148 |
-
},
|
149 |
-
{
|
150 |
-
"epoch": 3.22972972972973,
|
151 |
-
"step": 148,
|
152 |
-
"total_flos": 1.460491890402263e+18,
|
153 |
-
"train_loss": 1.0221337974071503,
|
154 |
-
"train_runtime": 165.2475,
|
155 |
-
"train_samples_per_second": 7.165,
|
156 |
-
"train_steps_per_second": 0.896
|
157 |
-
},
|
158 |
-
{
|
159 |
-
"epoch": 3.22972972972973,
|
160 |
-
"eval_accuracy": 0.9161290322580645,
|
161 |
-
"eval_loss": 0.3755654990673065,
|
162 |
-
"eval_model_preparation_time": 0.0017,
|
163 |
-
"eval_runtime": 9.8886,
|
164 |
-
"eval_samples_per_second": 15.675,
|
165 |
-
"eval_steps_per_second": 2.023,
|
166 |
-
"step": 148
|
167 |
-
},
|
168 |
-
{
|
169 |
-
"epoch": 3.22972972972973,
|
170 |
-
"eval_accuracy": 0.9161290322580645,
|
171 |
-
"eval_loss": 0.37556546926498413,
|
172 |
-
"eval_model_preparation_time": 0.0017,
|
173 |
-
"eval_runtime": 9.9597,
|
174 |
-
"eval_samples_per_second": 15.563,
|
175 |
-
"eval_steps_per_second": 2.008,
|
176 |
-
"step": 148
|
177 |
}
|
178 |
],
|
179 |
"logging_steps": 10,
|
180 |
-
"max_steps":
|
181 |
"num_input_tokens_seen": 0,
|
182 |
-
"num_train_epochs":
|
183 |
"save_steps": 500,
|
184 |
"stateful_callbacks": {
|
185 |
"TrainerControl": {
|
@@ -193,7 +152,7 @@
|
|
193 |
"attributes": {}
|
194 |
}
|
195 |
},
|
196 |
-
"total_flos":
|
197 |
"train_batch_size": 8,
|
198 |
"trial_name": null,
|
199 |
"trial_params": null
|
|
|
1 |
{
|
2 |
+
"best_metric": 0.2625,
|
3 |
+
"best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-25",
|
4 |
+
"epoch": 3.84,
|
5 |
"eval_steps": 500,
|
6 |
+
"global_step": 96,
|
7 |
"is_hyper_param_search": false,
|
8 |
"is_local_process_zero": true,
|
9 |
"is_world_process_zero": true,
|
10 |
"log_history": [
|
11 |
{
|
12 |
+
"epoch": 0.4,
|
13 |
+
"grad_norm": 9.724103927612305,
|
14 |
+
"learning_rate": 5e-05,
|
15 |
+
"loss": 1.4798,
|
16 |
"step": 10
|
17 |
},
|
18 |
{
|
19 |
+
"epoch": 0.8,
|
20 |
+
"grad_norm": 8.079227447509766,
|
21 |
+
"learning_rate": 4.418604651162791e-05,
|
22 |
+
"loss": 1.4528,
|
23 |
"step": 20
|
24 |
},
|
25 |
{
|
26 |
+
"epoch": 1.0,
|
27 |
+
"eval_accuracy": 0.2625,
|
28 |
+
"eval_loss": 1.4395983219146729,
|
29 |
+
"eval_runtime": 5.2554,
|
30 |
+
"eval_samples_per_second": 15.222,
|
31 |
+
"eval_steps_per_second": 1.903,
|
32 |
+
"step": 25
|
33 |
},
|
34 |
{
|
35 |
+
"epoch": 1.2,
|
36 |
+
"grad_norm": 3.919217824935913,
|
37 |
+
"learning_rate": 3.837209302325582e-05,
|
38 |
+
"loss": 1.4901,
|
39 |
+
"step": 30
|
|
|
|
|
|
|
40 |
},
|
41 |
{
|
42 |
+
"epoch": 1.6,
|
43 |
+
"grad_norm": 1.8412970304489136,
|
44 |
+
"learning_rate": 3.2558139534883724e-05,
|
45 |
+
"loss": 1.4273,
|
46 |
"step": 40
|
47 |
},
|
48 |
{
|
49 |
+
"epoch": 2.0,
|
50 |
+
"grad_norm": 7.860177993774414,
|
51 |
+
"learning_rate": 2.674418604651163e-05,
|
52 |
+
"loss": 1.4244,
|
53 |
+
"step": 50
|
54 |
+
},
|
55 |
+
{
|
56 |
+
"epoch": 2.0,
|
57 |
+
"eval_accuracy": 0.25,
|
58 |
+
"eval_loss": 1.4033204317092896,
|
59 |
+
"eval_runtime": 4.221,
|
60 |
+
"eval_samples_per_second": 18.953,
|
61 |
+
"eval_steps_per_second": 2.369,
|
62 |
"step": 50
|
63 |
},
|
64 |
{
|
65 |
+
"epoch": 2.4,
|
66 |
+
"grad_norm": 5.914783000946045,
|
67 |
+
"learning_rate": 2.0930232558139536e-05,
|
68 |
+
"loss": 1.4058,
|
69 |
"step": 60
|
70 |
},
|
71 |
{
|
72 |
+
"epoch": 2.8,
|
73 |
+
"grad_norm": 3.5916202068328857,
|
74 |
+
"learning_rate": 1.5116279069767441e-05,
|
75 |
+
"loss": 1.4495,
|
76 |
"step": 70
|
77 |
},
|
78 |
{
|
79 |
+
"epoch": 3.0,
|
80 |
+
"eval_accuracy": 0.25,
|
81 |
+
"eval_loss": 1.3919236660003662,
|
82 |
+
"eval_runtime": 4.5151,
|
83 |
+
"eval_samples_per_second": 17.718,
|
84 |
+
"eval_steps_per_second": 2.215,
|
85 |
+
"step": 75
|
|
|
86 |
},
|
87 |
{
|
88 |
+
"epoch": 3.2,
|
89 |
+
"grad_norm": 5.373912811279297,
|
90 |
+
"learning_rate": 9.302325581395349e-06,
|
91 |
+
"loss": 1.4098,
|
92 |
"step": 80
|
93 |
},
|
94 |
{
|
95 |
+
"epoch": 3.6,
|
96 |
+
"grad_norm": 5.40514612197876,
|
97 |
+
"learning_rate": 3.488372093023256e-06,
|
98 |
+
"loss": 1.3912,
|
99 |
"step": 90
|
100 |
},
|
101 |
{
|
102 |
+
"epoch": 3.84,
|
103 |
+
"eval_accuracy": 0.25,
|
104 |
+
"eval_loss": 1.3884985446929932,
|
105 |
+
"eval_runtime": 4.4577,
|
106 |
+
"eval_samples_per_second": 17.947,
|
107 |
+
"eval_steps_per_second": 2.243,
|
108 |
+
"step": 96
|
109 |
+
},
|
110 |
+
{
|
111 |
+
"epoch": 3.84,
|
112 |
+
"step": 96,
|
113 |
+
"total_flos": 9.420416318601953e+17,
|
114 |
+
"train_loss": 1.4338702062765758,
|
115 |
+
"train_runtime": 108.4417,
|
116 |
+
"train_samples_per_second": 7.082,
|
117 |
+
"train_steps_per_second": 0.885
|
118 |
+
},
|
119 |
+
{
|
120 |
+
"epoch": 3.84,
|
121 |
+
"eval_accuracy": 0.23684210526315788,
|
122 |
+
"eval_loss": 1.4163174629211426,
|
123 |
+
"eval_runtime": 4.7313,
|
124 |
+
"eval_samples_per_second": 16.063,
|
125 |
+
"eval_steps_per_second": 2.114,
|
126 |
+
"step": 96
|
127 |
+
},
|
128 |
+
{
|
129 |
+
"epoch": 3.84,
|
130 |
+
"eval_accuracy": 0.23684210526315788,
|
131 |
+
"eval_loss": 1.4163174629211426,
|
132 |
+
"eval_runtime": 4.1873,
|
133 |
+
"eval_samples_per_second": 18.15,
|
134 |
+
"eval_steps_per_second": 2.388,
|
135 |
+
"step": 96
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
136 |
}
|
137 |
],
|
138 |
"logging_steps": 10,
|
139 |
+
"max_steps": 96,
|
140 |
"num_input_tokens_seen": 0,
|
141 |
+
"num_train_epochs": 4,
|
142 |
"save_steps": 500,
|
143 |
"stateful_callbacks": {
|
144 |
"TrainerControl": {
|
|
|
152 |
"attributes": {}
|
153 |
}
|
154 |
},
|
155 |
+
"total_flos": 9.420416318601953e+17,
|
156 |
"train_batch_size": 8,
|
157 |
"trial_name": null,
|
158 |
"trial_params": null
|