Geekbench ML Score

422
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date June 15 2021 02:59 PM
Views 1

System Information

System Information
Operating System iOS 14.6
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
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 381
40.8 IPS
 
Image Classification (F16)
100% 380
40.7 IPS
 
Image Classification (I8)
81% 292
31.3 IPS
 
Image Segmentation (F32)
100% 647
4.00 IPS
 
Image Segmentation (F16)
100% 645
3.98 IPS
 
Image Segmentation (I8)
89% 872
5.39 IPS
 
Pose Estimation (F32)
100% 116
0.47 IPS
 
Pose Estimation (F16)
100% 80
0.32 IPS
 
Pose Estimation (I8)
80% 126
0.51 IPS
 
Object Detection (F32)
100% 342
12.0 IPS
 
Object Detection (F16)
100% 415
14.6 IPS
 
Object Detection (I8)
52% 492
17.3 IPS
 
Face Detection (F32)
100% 585
6.72 IPS
 
Face Detection (F16)
100% 647
7.43 IPS
 
Face Detection (I8)
75% 604
6.94 IPS
 
Text Classification (F32)
100% 652
257.8 IPS
 
Text Classification (F16)
100% 720
284.9 IPS
 
Machine Translation (F32)
100% 761
117.4 IPS
 
Machine Translation (F16)
100% 746
115.0 IPS
 

Compare

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