Geekbench ML Score

405
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date November 06 2021 04:25 AM
Views 1

System Information

System Information
Operating System iOS 14.8
Model iPhone 8
Model IDiPhone10,4
Motherboard D201AP
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% 381
40.9 IPS
 
Image Classification (F16)
100% 366
39.3 IPS
 
Image Classification (I8)
81% 291
31.2 IPS
 
Image Segmentation (F32)
100% 604
3.73 IPS
 
Image Segmentation (F16)
100% 595
3.68 IPS
 
Image Segmentation (I8)
89% 852
5.26 IPS
 
Pose Estimation (F32)
100% 172
0.70 IPS
 
Pose Estimation (F16)
100% 70
0.28 IPS
 
Pose Estimation (I8)
80% 99
0.40 IPS
 
Object Detection (F32)
100% 341
12.0 IPS
 
Object Detection (F16)
100% 342
12.0 IPS
 
Object Detection (I8)
52% 488
17.1 IPS
 
Face Detection (F32)
100% 552
6.35 IPS
 
Face Detection (F16)
100% 552
6.34 IPS
 
Face Detection (I8)
75% 603
6.93 IPS
 
Text Classification (F32)
100% 603
238.6 IPS
 
Text Classification (F16)
100% 692
273.6 IPS
 
Machine Translation (F32)
100% 748
115.2 IPS
 
Machine Translation (F16)
100% 748
115.2 IPS
 

Compare

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