Geekbench ML Score

423
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 23 2021 10:27 PM
Views 1

System Information

System Information
Operating System iOS 14.8
Model iPhone 8 Plus
Model IDiPhone10,2
Motherboard D21AP
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% 375
40.2 IPS
 
Image Classification (F16)
100% 363
38.9 IPS
 
Image Classification (I8)
81% 285
30.6 IPS
 
Image Segmentation (F32)
100% 605
3.74 IPS
 
Image Segmentation (F16)
100% 224
1.38 IPS
 
Image Segmentation (I8)
89% 706
4.36 IPS
 
Pose Estimation (F32)
100% 147
0.60 IPS
 
Pose Estimation (F16)
100% 123
0.50 IPS
 
Pose Estimation (I8)
80% 167
0.67 IPS
 
Object Detection (F32)
100% 445
15.6 IPS
 
Object Detection (F16)
100% 444
15.6 IPS
 
Object Detection (I8)
52% 513
18.0 IPS
 
Face Detection (F32)
100% 660
7.59 IPS
 
Face Detection (F16)
100% 649
7.45 IPS
 
Face Detection (I8)
75% 602
6.92 IPS
 
Text Classification (F32)
100% 651
257.3 IPS
 
Text Classification (F16)
100% 720
284.9 IPS
 
Machine Translation (F32)
100% 779
120.0 IPS
 
Machine Translation (F16)
100% 752
116.0 IPS
 

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