ABCDEFGHIJKLMNOPQRSTUVWXYZ
1
ModelPublishedMonth gapTraining FLOPTraining FLOP factor increaseTraining FLOP OOM increaseAlg improvements factor increaseAlg improvements OOM increaseEffective compute factor increaseEffective compute OOM increase
2
GPT-1Jun-2018-1.75781E+19------
3
GPT-2Feb-201981.92E+211092.038328682.00.3219.92.3
4
GPT-3May-2020153.14E+231642.2136284193.70.5611.62.7
5
GPT-4Mar-2023342.10E+25671.8252896478.51.1568.43.0
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