Geekbench ML Score

404
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 23 2021 06:52 AM
Views 3

System Information

System Information
Operating System iOS 14.8
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% 374
40.1 IPS
 
Image Classification (F16)
100% 366
39.3 IPS
 
Image Classification (I8)
81% 410
43.9 IPS
 
Image Segmentation (F32)
100% 274
1.69 IPS
 
Image Segmentation (F16)
100% 272
1.68 IPS
 
Image Segmentation (I8)
89% 704
4.35 IPS
 
Pose Estimation (F32)
100% 151
0.61 IPS
 
Pose Estimation (F16)
100% 134
0.54 IPS
 
Pose Estimation (I8)
80% 162
0.65 IPS
 
Object Detection (F32)
100% 357
12.5 IPS
 
Object Detection (F16)
100% 447
15.7 IPS
 
Object Detection (I8)
52% 492
17.3 IPS
 
Face Detection (F32)
100% 594
6.82 IPS
 
Face Detection (F16)
100% 599
6.89 IPS
 
Face Detection (I8)
75% 597
6.86 IPS
 
Text Classification (F32)
100% 580
229.5 IPS
 
Text Classification (F16)
100% 652
257.9 IPS
 
Machine Translation (F32)
100% 766
118.0 IPS
 
Machine Translation (F16)
100% 740
114.1 IPS
 

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