Skip to main content

Table 6 GPUs vs. CPU

From: Secure machine learning against adversarial samples at test time

  Average Standard deviation
Node BIM C&W BIM C&W
CPU 0.752 0.477 0.0088 0.01485
K40c 1.431 0.172 0.02139 0.01193
Titan V 1.453 0.098 0.00129 0.02398
Titan V + K40c (average) 1.442 0.135 0.01134 0.01795
Titan V + K40c (actual) 1.447 0.097 0.00151 0.01995