Geekbench ML Score

411
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 22 2021 08:30 PM
Views 1

System Information

System Information
Operating System iOS 15.0.1
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% 371
39.7 IPS
 
Image Classification (F16)
100% 364
39.0 IPS
 
Image Classification (I8)
81% 284
30.4 IPS
 
Image Segmentation (F32)
100% 641
3.96 IPS
 
Image Segmentation (F16)
100% 602
3.72 IPS
 
Image Segmentation (I8)
89% 407
2.51 IPS
 
Pose Estimation (F32)
100% 80
0.33 IPS
 
Pose Estimation (F16)
100% 104
0.42 IPS
 
Pose Estimation (I8)
80% 165
0.67 IPS
 
Object Detection (F32)
100% 426
14.9 IPS
 
Object Detection (F16)
100% 442
15.5 IPS
 
Object Detection (I8)
52% 492
17.3 IPS
 
Face Detection (F32)
100% 646
7.42 IPS
 
Face Detection (F16)
100% 652
7.49 IPS
 
Face Detection (I8)
75% 571
6.56 IPS
 
Text Classification (F32)
100% 645
255.1 IPS
 
Text Classification (F16)
100% 713
282.0 IPS
 
Machine Translation (F32)
100% 739
113.9 IPS
 
Machine Translation (F16)
100% 747
115.1 IPS
 

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