_201203_Honda_distributed
• • …
2
https://newswitch.jp/p/17687
etc.
PoP 19’
PoP 20’
NF 20’
FED 20’

8
à • • • •
10
• •
12
• Inception
– Kaggle“Dogs vs. Cats”3( – 99.2%
15
CNN
16
17
https://arxiv.org/abs/1905.11946.
• MnasNet unitlayer
18
ENet v3
1e-10
1e-08
1e-06
0.0001
0.01
1
100
10000
1e+06
1e+08
0 4 8 12 16 20 24 28 32 36 40 en
g t/(Raxi/vtp)
T ab
la n at io n s on
G K V
• F il e ty p e —
A sc ii
tp u t —
• M P I ra n k fo r ou
tp u t —
ra n kg
(T ot al
ru n nu
ti m e,
W E , W
E k y
re f/ v r
ef ] (r ea l)
E : T ot al
el ec tr os ta ti c fi el d en
er gy
in cl u d in g p ol ar iz at io n [!
2 re fn
* W
ny ):
k y sp ec tr u m
of th e el ec tr os ta ti c fi el d en
er gy
re f] (r ea l) .
h s t / g k v p f 0 . 4 8 . w e m . ( i n u m
in 3 d ig it s)
• F il e ty p e —
A sc ii
tp u t —
• M P I ra n k fo r ou
tp u t —
ra n kg
(T ot al
ru n nu
ti m e,
W M , W
M k y
re f/ v r
ef ] (r ea l)
* W
ny ):
of th e m ag
n et ic
re f] (r ea l) .
h s t / g k v p f 0 . 4 8 . e n g . ( i n u m
in 3 d ig it s)
• F il e ty p e —
A sc ii
tp u t —
• M P I ra n k fo r ou
tp u t —
ra n kg
(T ot al
ru n nu
ti m e, !
k x ,k
re f/ v r
ef ] (r ea l)
am p li tu d e of
th e p er tu rb ed
el ec tr os ta ti c p ot en ti al
[( ! r
ef )2 ]
al ny
): k y
of th e sq u ar ed
am p li tu d e of
th e p er tu rb ed
el ec tr o-
[( ! r
ef )2 ] (r ea l) .
h s t / g k v p f 0 . 4 8 . m e n . ( i n u m
in 3 d ig it s)
• F il e ty p e —
A sc ii
tp u t —
• M P I ra n k fo r ou
tp u t —
ra n kg
(T ot al
ru n nu
ti m e, !
k x ,k
re f/ v r
ef ] (r ea l)
am p li tu d e of
th e p er tu rb ed
el ec tr os ta ti c p ot en ti al
[( ! r
al ny
): k y
of th e sq u ar ed
am p li tu d e of
th e p er tu rb ed
el ec tr o-
[( ! r
2 ] (r ea l) .
h s t / g k v p f 0 . 4 8 . d t c . ( i n u m
in 3 d ig it s)
29
b. c.
GKV/data/gkv-case032/gkvpf0.55ito2/run/gkv-case032woClbbetanlv3/hst
"
CNN
20
– –