Geekbench ML Score

394
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date September 26 2022 09:58 PM
Views 1

System Information

System Information
Operating System iOS 16.0.2
Model iPhone 8
Model IDiPhone10,1
Motherboard D20AP
CPU Information
Name Apple A11 Bionic
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 2.39 GHz
L1 Instruction Cache48.0 KB x 1
L1 Data Cache32.0 KB x 1
L2 Cache8.00 MB x 1
Memory Information
Size 1.93 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 368
39.4 IPS
 
Image Classification (F16)
100% 313
33.5 IPS
 
Image Classification (I8)
81% 378
40.5 IPS
 
Image Segmentation (F32)
100% 467
2.89 IPS
 
Image Segmentation (F16)
100% 536
3.31 IPS
 
Image Segmentation (I8)
89% 779
4.81 IPS
 
Pose Estimation (F32)
100% 183
0.74 IPS
 
Pose Estimation (F16)
100% 148
0.60 IPS
 
Pose Estimation (I8)
80% 163
0.66 IPS
 
Object Detection (F32)
100% 326
11.4 IPS
 
Object Detection (F16)
100% 362
12.7 IPS
 
Object Detection (I8)
52% 470
16.5 IPS
 
Face Detection (F32)
100% 536
6.16 IPS
 
Face Detection (F16)
100% 537
6.17 IPS
 
Face Detection (I8)
75% 551
6.33 IPS
 
Text Classification (F32)
100% 419
165.9 IPS
 
Text Classification (F16)
100% 429
169.5 IPS
 
Machine Translation (F32)
100% 602
92.8 IPS
 
Machine Translation (F16)
100% 589
90.8 IPS
 

Compare

Set Baseline Geekbench 6 now available