Geekbench ML Score

139
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date November 05 2022 01:47 AM
Views 2

System Information

System Information
Operating System iOS 16.0.3
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% 89
9.50 IPS
 
Image Classification (F16)
100% 89
9.53 IPS
 
Image Classification (I8)
81% 78
8.38 IPS
 
Image Segmentation (F32)
100% 170
1.05 IPS
 
Image Segmentation (F16)
100% 190
1.17 IPS
 
Image Segmentation (I8)
89% 358
2.21 IPS
 
Pose Estimation (F32)
100% 52
0.21 IPS
 
Pose Estimation (F16)
100% 50
0.20 IPS
 
Pose Estimation (I8)
80% 69
0.28 IPS
 
Object Detection (F32)
100% 149
5.23 IPS
 
Object Detection (F16)
100% 147
5.17 IPS
 
Object Detection (I8)
52% 173
6.09 IPS
 
Face Detection (F32)
100% 161
1.85 IPS
 
Face Detection (F16)
100% 156
1.79 IPS
 
Face Detection (I8)
75% 173
1.99 IPS
 
Text Classification (F32)
100% 164
65.0 IPS
 
Text Classification (F16)
100% 189
74.7 IPS
 
Machine Translation (F32)
100% 287
44.2 IPS
 
Machine Translation (F16)
100% 295
45.4 IPS
 

Compare

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