Geekbench ML Score

164
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date January 25 2023 10:51 AM
Views 1

System Information

System Information
Operating System iOS 15.7.2
Model iPhone 7
Model IDiPhone9,3
Motherboard D101AP
CPU Information
Name Apple A10 Fusion
Topology 1 Processor, 2 Cores
Identifier ARM
Base Frequency 2.34 GHz
L1 Instruction Cache64.0 KB x 1
L1 Data Cache64.0 KB x 1
L2 Cache3.00 MB x 1
Memory Information
Size 1.95 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 78
8.36 IPS
 
Image Classification (F16)
100% 90
9.67 IPS
 
Image Classification (I8)
81% 111
11.9 IPS
 
Image Segmentation (F32)
100% 170
1.05 IPS
 
Image Segmentation (F16)
100% 181
1.12 IPS
 
Image Segmentation (I8)
89% 298
1.84 IPS
 
Pose Estimation (F32)
100% 44
0.18 IPS
 
Pose Estimation (F16)
100% 51
0.21 IPS
 
Pose Estimation (I8)
80% 61
0.25 IPS
 
Object Detection (F32)
100% 217
7.62 IPS
 
Object Detection (F16)
100% 306
10.7 IPS
 
Object Detection (I8)
52% 181
6.34 IPS
 
Face Detection (F32)
100% 179
2.06 IPS
 
Face Detection (F16)
100% 187
2.15 IPS
 
Face Detection (I8)
75% 208
2.39 IPS
 
Text Classification (F32)
100% 345
136.5 IPS
 
Text Classification (F16)
100% 345
136.3 IPS
 
Machine Translation (F32)
100% 346
53.3 IPS
 
Machine Translation (F16)
100% 385
59.4 IPS
 

Compare

Set Baseline