moudook commited on
Commit
41c7d75
·
verified ·
1 Parent(s): 35972e6

Upload phase2_plots/vit_base_patch16_224/summary.json with huggingface_hub

Browse files
phase2_plots/vit_base_patch16_224/summary.json ADDED
@@ -0,0 +1,184 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "phase": "phase2",
3
+ "arch": "vit_base_patch16_224",
4
+ "n_cls": 38,
5
+ "val_acc": 94.3859649122807,
6
+ "val_f1": 0.9433530534786617,
7
+ "test_acc": 94.33420843763356,
8
+ "test_prec": 94.90242778012806,
9
+ "test_rec": 94.33420843763356,
10
+ "test_f1": 94.28420728429138,
11
+ "n_samples": 49137,
12
+ "per_class": {
13
+ "precision": [
14
+ 0.9392712550607287,
15
+ 0.9938144329896907,
16
+ 1.0,
17
+ 0.9615639496355202,
18
+ 1.0,
19
+ 0.9792576419213974,
20
+ 0.9874651810584958,
21
+ 0.6949602122015915,
22
+ 0.9971590909090909,
23
+ 0.9764428739693758,
24
+ 0.8869395711500975,
25
+ 0.9894636015325671,
26
+ 0.9615076182838813,
27
+ 0.9808510638297873,
28
+ 0.9895470383275261,
29
+ 0.9988828895922547,
30
+ 0.993521517815826,
31
+ 0.9910714285714286,
32
+ 0.9744483159117305,
33
+ 0.9806259314456036,
34
+ 0.8148148148148148,
35
+ 0.9560185185185185,
36
+ 0.9375,
37
+ 1.0,
38
+ 0.9144125958821154,
39
+ 0.9876397881106533,
40
+ 0.9743062692702981,
41
+ 0.996875,
42
+ 0.8066298342541437,
43
+ 0.8506944444444444,
44
+ 0.8934010152284264,
45
+ 0.9522058823529411,
46
+ 0.9596330275229358,
47
+ 0.9493506493506494,
48
+ 0.6309148264984227,
49
+ 0.9804635127370236,
50
+ 0.9957805907172996,
51
+ 0.9079037800687285
52
+ ],
53
+ "recall": [
54
+ 0.9957081545064378,
55
+ 0.9216061185468452,
56
+ 0.8633540372670807,
57
+ 0.9958819492107069,
58
+ 0.9311520109066121,
59
+ 0.9846322722283205,
60
+ 0.9971870604781997,
61
+ 0.903448275862069,
62
+ 0.9990512333965844,
63
+ 0.7948226270373921,
64
+ 1.0,
65
+ 0.9477064220183486,
66
+ 0.9925496688741722,
67
+ 0.9946062567421791,
68
+ 0.9594594594594594,
69
+ 0.9929668702572645,
70
+ 0.9848623853211009,
71
+ 0.891566265060241,
72
+ 0.9363839285714286,
73
+ 0.8168839230291745,
74
+ 0.9971671388101983,
75
+ 0.812992125984252,
76
+ 0.22388059701492538,
77
+ 0.9915611814345991,
78
+ 0.9991177767975298,
79
+ 1.0,
80
+ 0.9947534102833159,
81
+ 0.9906832298136646,
82
+ 0.9663056558363418,
83
+ 0.7980456026058632,
84
+ 0.9284876905041032,
85
+ 0.9761306532663316,
86
+ 0.7657393850658858,
87
+ 0.7598752598752598,
88
+ 0.9324009324009324,
89
+ 0.9901353965183752,
90
+ 0.6801152737752162,
91
+ 0.9872944693572496
92
+ ],
93
+ "f1": [
94
+ 0.9666666666666667,
95
+ 0.9563492063492064,
96
+ 0.9266666666666666,
97
+ 0.978422117329737,
98
+ 0.9643487469114014,
99
+ 0.9819376026272578,
100
+ 0.9923023093072079,
101
+ 0.7856071964017991,
102
+ 0.9981042654028436,
103
+ 0.8763213530655392,
104
+ 0.9400826446280992,
105
+ 0.9681349578256795,
106
+ 0.9767820773930753,
107
+ 0.987680771290841,
108
+ 0.9742710120068611,
109
+ 0.9959160943010952,
110
+ 0.9891730016125316,
111
+ 0.9386892177589852,
112
+ 0.9550369948776323,
113
+ 0.8912969861158144,
114
+ 0.8968152866242038,
115
+ 0.8787234042553191,
116
+ 0.3614457831325301,
117
+ 0.9957627118644068,
118
+ 0.9548903878583473,
119
+ 0.9937814628368374,
120
+ 0.9844236760124611,
121
+ 0.9937694704049844,
122
+ 0.8792773063235697,
123
+ 0.8235294117647058,
124
+ 0.9106064961195746,
125
+ 0.9640198511166254,
126
+ 0.8517915309446255,
127
+ 0.8441108545034642,
128
+ 0.7525870178739417,
129
+ 0.9852757193725339,
130
+ 0.8082191780821918,
131
+ 0.9459362692445399
132
+ ]
133
+ },
134
+ "history": {
135
+ "train_loss": [
136
+ 3.286655235414974,
137
+ 2.1831234023072192,
138
+ 1.3295857698412343,
139
+ 0.6343274071922816,
140
+ 0.3265149826560657,
141
+ 0.18967456434435717,
142
+ 0.13421963970004708,
143
+ 0.0961701785315115,
144
+ 0.08099051053210828,
145
+ 0.06946714731721632
146
+ ],
147
+ "val_loss": [
148
+ 2.729479774675871,
149
+ 2.1402228154634173,
150
+ 1.2223280517678512,
151
+ 0.6501903801633601,
152
+ 0.44197742688028435,
153
+ 0.30048712753413015,
154
+ 0.2715640862782796,
155
+ 0.22537733515103658,
156
+ 0.21755323556431552,
157
+ 0.2015048717197619
158
+ ],
159
+ "train_acc": [
160
+ 17.768595041322314,
161
+ 48.064375815571985,
162
+ 68.16006959547629,
163
+ 85.10221835580687,
164
+ 92.06176598521097,
165
+ 95.9112657677251,
166
+ 97.17268377555459,
167
+ 97.75989560678556,
168
+ 98.34710743801652,
169
+ 98.62983906046107
170
+ ],
171
+ "val_acc": [
172
+ 31.92982456140351,
173
+ 48.421052631578945,
174
+ 71.40350877192982,
175
+ 85.26315789473684,
176
+ 89.12280701754386,
177
+ 91.05263157894737,
178
+ 92.28070175438596,
179
+ 93.50877192982456,
180
+ 93.33333333333333,
181
+ 94.3859649122807
182
+ ]
183
+ }
184
+ }