Geekbench ML Score

390
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 14 2021 06:41 AM
Views 1

System Information

System Information
Operating System iOS 15.0
Model iPhone 8 Plus
Model IDiPhone10,5
Motherboard D211AP
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 2.90 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 377
40.4 IPS
 
Image Classification (F16)
100% 367
39.3 IPS
 
Image Classification (I8)
81% 287
30.8 IPS
 
Image Segmentation (F32)
100% 509
3.14 IPS
 
Image Segmentation (F16)
100% 220
1.36 IPS
 
Image Segmentation (I8)
89% 672
4.15 IPS
 
Pose Estimation (F32)
100% 135
0.55 IPS
 
Pose Estimation (F16)
100% 108
0.44 IPS
 
Pose Estimation (I8)
80% 139
0.56 IPS
 
Object Detection (F32)
100% 340
11.9 IPS
 
Object Detection (F16)
100% 444
15.6 IPS
 
Object Detection (I8)
52% 474
16.6 IPS
 
Face Detection (F32)
100% 563
6.47 IPS
 
Face Detection (F16)
100% 590
6.77 IPS
 
Face Detection (I8)
75% 586
6.74 IPS
 
Text Classification (F32)
100% 606
239.6 IPS
 
Text Classification (F16)
100% 650
257.0 IPS
 
Machine Translation (F32)
100% 721
111.2 IPS
 
Machine Translation (F16)
100% 741
114.2 IPS
 

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