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
|
[
{
"snapshot_epoch": 5,
"method": "dfa",
"snapshot_acc": 0.4923,
"best_eta": 0.01,
"dl_same_1": -0.011249661445617676,
"dl_held_1": 6.842613220214844e-05,
"pur_1": -0.006082505907119671,
"dl_same_5": -0.004767775535583496,
"dl_held_5": 0.0032531023025512695,
"pur_5": -0.6823102886429895,
"update_cos": 0.09974875922004382,
"update_var": 42.993629455566406
},
{
"snapshot_epoch": 5,
"method": "vec_eT_M4",
"snapshot_acc": 0.4923,
"best_eta": 0.01,
"dl_same_1": -0.011568784713745117,
"dl_held_1": -0.0002554655075073242,
"pur_1": 0.02208231147924448,
"dl_same_5": -0.007385373115539551,
"dl_held_5": -0.005142092704772949,
"pur_5": 0.6962536115145255,
"update_cos": 0.09175282468398412,
"update_var": 0.8272696733474731
},
{
"snapshot_epoch": 5,
"method": "oracle_bp",
"snapshot_acc": 0.4923,
"best_eta": 0.01,
"dl_same_1": -0.011359930038452148,
"dl_held_1": -0.0002244710922241211,
"pur_1": 0.019759900936409867,
"dl_same_5": -0.008551597595214844,
"dl_held_5": -0.008973956108093262,
"pur_5": 1.0493894277795957,
"update_cos": 0.09107316409548123,
"update_var": 0.8150736093521118
},
{
"snapshot_epoch": 20,
"method": "dfa",
"snapshot_acc": 0.5666,
"best_eta": 0.01,
"dl_same_1": -0.0050983428955078125,
"dl_held_1": 0.0006439685821533203,
"pur_1": -0.12630939017350448,
"dl_same_5": -0.001807570457458496,
"dl_held_5": 0.0009417533874511719,
"pur_5": -0.5210050778625267,
"update_cos": 0.0594960767775774,
"update_var": 63.26374053955078
},
{
"snapshot_epoch": 20,
"method": "vec_eT_M4",
"snapshot_acc": 0.5666,
"best_eta": 0.01,
"dl_same_1": -0.005342721939086914,
"dl_held_1": 4.982948303222656e-05,
"pur_1": -0.009326609842513336,
"dl_same_5": -0.00039839744567871094,
"dl_held_5": 0.0015401840209960938,
"pur_5": -3.8659485241083402,
"update_cos": 0.051668012514710426,
"update_var": 0.4448654055595398
},
{
"snapshot_epoch": 20,
"method": "oracle_bp",
"snapshot_acc": 0.5666,
"best_eta": 0.01,
"dl_same_1": -0.004968762397766113,
"dl_held_1": 6.651878356933594e-05,
"pur_1": -0.01338739473351643,
"dl_same_5": -0.0005745887756347656,
"dl_held_5": 0.0003821849822998047,
"pur_5": -0.6651452270581655,
"update_cos": 0.051125471790631614,
"update_var": 0.4208375811576843
},
{
"snapshot_epoch": 100,
"method": "dfa",
"snapshot_acc": 0.6161,
"best_eta": 0.01,
"dl_same_1": -0.003733694553375244,
"dl_held_1": 0.0010018348693847656,
"pur_1": -0.2683226639979932,
"dl_same_5": 9.971857070922852e-05,
"dl_held_5": 8.255243301391602e-05,
"pur_5": NaN,
"update_cos": -0.029832556028850377,
"update_var": 55.150901794433594
},
{
"snapshot_epoch": 100,
"method": "vec_eT_M4",
"snapshot_acc": 0.6161,
"best_eta": 0.01,
"dl_same_1": -0.004258632659912109,
"dl_held_1": -0.00026106834411621094,
"pur_1": 0.061303325481070155,
"dl_same_5": -0.0005500912666320801,
"dl_held_5": 0.0005577206611633301,
"pur_5": -1.0138693231108566,
"update_cos": -0.0078733639481167,
"update_var": 0.38437512516975403
},
{
"snapshot_epoch": 100,
"method": "oracle_bp",
"snapshot_acc": 0.6161,
"best_eta": 0.01,
"dl_same_1": -0.002860128879547119,
"dl_held_1": -0.0001398921012878418,
"pur_1": 0.048911118040625354,
"dl_same_5": 6.985664367675781e-05,
"dl_held_5": -0.0006976127624511719,
"pur_5": NaN,
"update_cos": -0.015690920564035576,
"update_var": 0.26965656876564026
}
]
|