-
Notifications
You must be signed in to change notification settings - Fork 3
/
Copy pathLogNonAtention3.txt
192 lines (186 loc) · 7.58 KB
/
LogNonAtention3.txt
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
Epoch 1/1
--------------------
TRAINING
Training batch 0/3856
Avg loss per 1 - 100 batch (train) 0.026659300550818443
Avg acc per 1 - 100 batch (train) 81.25%
Training batch 100/3856
Avg loss per 101 - 200 batch (train) 0.027728284327313304
Avg acc per 101 - 200 batch (train) 75.53125%
Training batch 200/3856
Avg loss per 201 - 300 batch (train) 0.02568459969945252
Avg acc per 201 - 300 batch (train) 76.53125%
Training batch 300/3856
Avg loss per 301 - 400 batch (train) 0.026401877915486694
Avg acc per 301 - 400 batch (train) 75.53125%
Training batch 400/3856
Avg loss per 401 - 500 batch (train) 0.02622919654008001
Avg acc per 401 - 500 batch (train) 75.65625%
Training batch 500/3856
Avg loss per 501 - 600 batch (train) 0.02698489815928042
Avg acc per 501 - 600 batch (train) 75.1875%
Training batch 600/3856
Avg loss per 601 - 700 batch (train) 0.027706376118585466
Avg acc per 601 - 700 batch (train) 75.15625%
Training batch 700/3856
Avg loss per 701 - 800 batch (train) 0.02556131943129003
Avg acc per 701 - 800 batch (train) 76.1875%
Training batch 800/3856
Avg loss per 801 - 900 batch (train) 0.02486850061453879
Avg acc per 801 - 900 batch (train) 76.875%
Training batch 900/3856
Avg loss per 901 - 1000 batch (train) 0.026050911992788316
Avg acc per 901 - 1000 batch (train) 75.6875%
Training batch 1000/3856
Avg loss per 1001 - 1100 batch (train) 0.025429845238104463
Avg acc per 1001 - 1100 batch (train) 77.21875%
Training batch 1100/3856
Avg loss per 1101 - 1200 batch (train) 0.023751889802515507
Avg acc per 1101 - 1200 batch (train) 78.34375%
Training batch 1200/3856
Avg loss per 1201 - 1300 batch (train) 0.025712255225516855
Avg acc per 1201 - 1300 batch (train) 76.84375%
Training batch 1300/3856
Avg loss per 1301 - 1400 batch (train) 0.025750352051109076
Avg acc per 1301 - 1400 batch (train) 76.5625%
Training batch 1400/3856
Avg loss per 1401 - 1500 batch (train) 0.023599333688616754
Avg acc per 1401 - 1500 batch (train) 78.40625%
Training batch 1500/3856
Avg loss per 1501 - 1600 batch (train) 0.02388942923862487
Avg acc per 1501 - 1600 batch (train) 78.21875%
Training batch 1600/3856
Avg loss per 1601 - 1700 batch (train) 0.026210395442321895
Avg acc per 1601 - 1700 batch (train) 76.625%
Training batch 1700/3856
Avg loss per 1701 - 1800 batch (train) 0.023859414882026614
Avg acc per 1701 - 1800 batch (train) 78.28125%
Training batch 1800/3856
Avg loss per 1801 - 1900 batch (train) 0.0251441318821162
Avg acc per 1801 - 1900 batch (train) 76.75%
Training batch 1900/3856
Avg loss per 1901 - 2000 batch (train) 0.025418901219964027
Avg acc per 1901 - 2000 batch (train) 76.6875%
Training batch 2000/3856
Avg loss per 2001 - 2100 batch (train) 0.022952555920928718
Avg acc per 2001 - 2100 batch (train) 79.0%
Training batch 2100/3856
Avg loss per 2101 - 2200 batch (train) 0.022501350166276097
Avg acc per 2101 - 2200 batch (train) 79.6875%
Training batch 2200/3856
Avg loss per 2201 - 2300 batch (train) 0.022708400655537843
Avg acc per 2201 - 2300 batch (train) 79.46875%
Training batch 2300/3856
Avg loss per 2301 - 2400 batch (train) 0.023630055841058494
Avg acc per 2301 - 2400 batch (train) 78.59375%
Training batch 2400/3856
Avg loss per 2401 - 2500 batch (train) 0.023901651510968805
Avg acc per 2401 - 2500 batch (train) 77.90625%
Training batch 2500/3856
Avg loss per 2501 - 2600 batch (train) 0.02381193035747856
Avg acc per 2501 - 2600 batch (train) 78.1875%
Training batch 2600/3856
Avg loss per 2601 - 2700 batch (train) 0.022967000687494875
Avg acc per 2601 - 2700 batch (train) 78.3125%
Training batch 2700/3856
Avg loss per 2701 - 2800 batch (train) 0.022531886929646135
Avg acc per 2701 - 2800 batch (train) 79.6875%
Training batch 2800/3856
Avg loss per 2801 - 2900 batch (train) 0.023719138484448194
Avg acc per 2801 - 2900 batch (train) 78.53125%
Training batch 2900/3856
Avg loss per 2901 - 3000 batch (train) 0.023167398977093398
Avg acc per 2901 - 3000 batch (train) 79.21875%
Training batch 3000/3856
Avg loss per 3001 - 3100 batch (train) 0.024184709675610067
Avg acc per 3001 - 3100 batch (train) 77.90625%
Training batch 3100/3856
Avg loss per 3101 - 3200 batch (train) 0.021734137143939732
Avg acc per 3101 - 3200 batch (train) 79.625%
Training batch 3200/3856
Avg loss per 3201 - 3300 batch (train) 0.024100216887891292
Avg acc per 3201 - 3300 batch (train) 77.6875%
Training batch 3300/3856
Avg loss per 3301 - 3400 batch (train) 0.022218520273454487
Avg acc per 3301 - 3400 batch (train) 80.0%
Training batch 3400/3856
Avg loss per 3401 - 3500 batch (train) 0.022281189081259072
Avg acc per 3401 - 3500 batch (train) 79.4375%
Training batch 3500/3856
Avg loss per 3501 - 3600 batch (train) 0.022302796421572565
Avg acc per 3501 - 3600 batch (train) 79.8125%
Training batch 3600/3856
Avg loss per 3601 - 3700 batch (train) 0.02351538202725351
Avg acc per 3601 - 3700 batch (train) 78.9375%
Training batch 3700/3856
Avg loss per 3701 - 3800 batch (train) 0.021217514211311937
Avg acc per 3701 - 3800 batch (train) 80.40625%
Training batch 3800/3856
Avg loss per 3801 - 3900 batch (train) 0.021284203864634036
Avg acc per 3801 - 3900 batch (train) 80.9375%
Epoch 1 result:
Avg loss (train): 0.0242
Avg acc (train): 0.7791
MESURE ACCURACY ON TRAIN AND VALIDATION
Train batch 0/827
Avg loss per 1 - 100 batch (train) 0.01965358480811119
Avg acc per 1 - 100 batch (train) 81.25%
Train batch 100/827
Avg loss per 101 - 200 batch (train) 0.023074834017396562
Avg acc per 101 - 200 batch (train) 78.55816831683168%
Train batch 200/827
Avg loss per 201 - 300 batch (train) 0.02432198742339712
Avg acc per 201 - 300 batch (train) 77.48756218905473%
Train batch 300/827
Avg loss per 301 - 400 batch (train) 0.024757076268304028
Avg acc per 301 - 400 batch (train) 76.8687707641196%
Train batch 400/827
Avg loss per 401 - 500 batch (train) 0.02473492495032803
Avg acc per 401 - 500 batch (train) 76.87032418952619%
Train batch 500/827
Avg loss per 501 - 600 batch (train) 0.024186348185657028
Avg acc per 501 - 600 batch (train) 77.40144710578842%
Train batch 600/827
Avg loss per 601 - 700 batch (train) 0.0240650849289783
Avg acc per 601 - 700 batch (train) 77.46984193011647%
Train batch 700/827
Avg loss per 701 - 800 batch (train) 0.024027764894195783
Avg acc per 701 - 800 batch (train) 77.58559201141227%
Train batch 800/827
Avg loss per 801 - 900 batch (train) 0.02388148989409822
Avg acc per 801 - 900 batch (train) 77.73096129837703%
Validation batch 0/827
Avg loss per 1 - 100 batch (val) 0.0049078455194830894
Avg acc per 1 - 100 batch (val) 96.875%
Validation batch 100/827
Avg loss per 101 - 200 batch (val) 0.012868781993165612
Avg acc per 101 - 200 batch (val) 88.28125%
Validation batch 200/827
Avg loss per 201 - 300 batch (val) 0.012917951240669936
Avg acc per 201 - 300 batch (val) 88.1875%
Validation batch 300/827
Avg loss per 301 - 400 batch (val) 0.012118373105768115
Avg acc per 301 - 400 batch (val) 88.03125%
Validation batch 400/827
Avg loss per 401 - 500 batch (val) 0.012622175151482224
Avg acc per 401 - 500 batch (val) 87.78125%
Validation batch 500/827
Avg loss per 501 - 600 batch (val) 0.012836505435407162
Avg acc per 501 - 600 batch (val) 88.28125%
Validation batch 600/827
Avg loss per 601 - 700 batch (val) 0.013893243921920657
Avg acc per 601 - 700 batch (val) 86.8125%
Validation batch 700/827
Avg loss per 701 - 800 batch (val) 0.012441563038155436
Avg acc per 701 - 800 batch (val) 87.96875%
Validation batch 800/827
Avg loss per 801 - 900 batch (val) 0.01344134162645787
Avg acc per 801 - 900 batch (val) 87.78125%
Epoch 1 result:
Avg loss (train): 0.0242
Avg acc (train): 0.7791
Avg loss (val): 0.0129
Avg acc (val): 87.9288
--------------------
Training completed in 68m 56s
Best acc: 87.9288