Geekbench ML Score

327
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date December 08 2022 07:46 PM
Views 1

System Information

System Information
Operating System iOS 15.7.1
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% 175
18.8 IPS
 
Image Classification (F16)
100% 174
18.6 IPS
 
Image Classification (I8)
81% 358
38.3 IPS
 
Image Segmentation (F32)
100% 325
2.01 IPS
 
Image Segmentation (F16)
100% 325
2.00 IPS
 
Image Segmentation (I8)
89% 584
3.61 IPS
 
Pose Estimation (F32)
100% 105
0.42 IPS
 
Pose Estimation (F16)
100% 106
0.43 IPS
 
Pose Estimation (I8)
80% 141
0.57 IPS
 
Object Detection (F32)
100% 326
11.4 IPS
 
Object Detection (F16)
100% 319
11.2 IPS
 
Object Detection (I8)
52% 496
17.4 IPS
 
Face Detection (F32)
100% 388
4.45 IPS
 
Face Detection (F16)
100% 392
4.50 IPS
 
Face Detection (I8)
75% 454
5.22 IPS
 
Text Classification (F32)
100% 588
232.5 IPS
 
Text Classification (F16)
100% 600
237.3 IPS
 
Machine Translation (F32)
100% 677
104.4 IPS
 
Machine Translation (F16)
100% 687
105.9 IPS
 

Compare

Set Baseline