Geekbench ML Score

468
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date December 08 2022 10:06 PM
Views 1

System Information

System Information
Operating System iOS 16.1.2
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

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 346
37.1 IPS
 
Image Classification (F16)
100% 335
35.9 IPS
 
Image Classification (I8)
81% 219
23.5 IPS
 
Image Segmentation (F32)
100% 597
3.68 IPS
 
Image Segmentation (F16)
100% 565
3.49 IPS
 
Image Segmentation (I8)
89% 778
4.81 IPS
 
Pose Estimation (F32)
100% 198
0.80 IPS
 
Pose Estimation (F16)
100% 187
0.76 IPS
 
Pose Estimation (I8)
80% 199
0.81 IPS
 
Object Detection (F32)
100% 536
18.8 IPS
 
Object Detection (F16)
100% 572
20.1 IPS
 
Object Detection (I8)
52% 516
18.1 IPS
 
Face Detection (F32)
100% 723
8.31 IPS
 
Face Detection (F16)
100% 651
7.48 IPS
 
Face Detection (I8)
75% 585
6.72 IPS
 
Text Classification (F32)
100% 652
257.8 IPS
 
Text Classification (F16)
100% 719
284.4 IPS
 
Machine Translation (F32)
100% 743
114.4 IPS
 
Machine Translation (F16)
100% 751
115.7 IPS
 

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