Geekbench ML Score

455
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date September 26 2022 09:53 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% 374
40.1 IPS
 
Image Classification (F16)
100% 367
39.4 IPS
 
Image Classification (I8)
81% 282
30.2 IPS
 
Image Segmentation (F32)
100% 604
3.73 IPS
 
Image Segmentation (F16)
100% 597
3.68 IPS
 
Image Segmentation (I8)
89% 860
5.31 IPS
 
Pose Estimation (F32)
100% 197
0.80 IPS
 
Pose Estimation (F16)
100% 185
0.75 IPS
 
Pose Estimation (I8)
80% 192
0.78 IPS
 
Object Detection (F32)
100% 441
15.5 IPS
 
Object Detection (F16)
100% 525
18.4 IPS
 
Object Detection (I8)
52% 483
17.0 IPS
 
Face Detection (F32)
100% 610
7.01 IPS
 
Face Detection (F16)
100% 601
6.90 IPS
 
Face Detection (I8)
75% 477
5.48 IPS
 
Text Classification (F32)
100% 580
229.2 IPS
 
Text Classification (F16)
100% 657
259.8 IPS
 
Machine Translation (F32)
100% 713
109.9 IPS
 
Machine Translation (F16)
100% 732
112.8 IPS
 

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