Geekbench ML Score

328
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date September 21 2024 04:19 AM
Views 1

System Information

System Information
Operating System iOS 15.8.3
Model iPhone 7 Plus
Model IDiPhone9,4
Motherboard D111AP
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 2.93 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 177
19.0 IPS
 
Image Classification (F16)
100% 174
18.6 IPS
 
Image Classification (I8)
81% 366
39.2 IPS
 
Image Segmentation (F32)
100% 325
2.01 IPS
 
Image Segmentation (F16)
100% 324
2.00 IPS
 
Image Segmentation (I8)
89% 589
3.64 IPS
 
Pose Estimation (F32)
100% 103
0.42 IPS
 
Pose Estimation (F16)
100% 103
0.42 IPS
 
Pose Estimation (I8)
80% 139
0.56 IPS
 
Object Detection (F32)
100% 325
11.4 IPS
 
Object Detection (F16)
100% 320
11.2 IPS
 
Object Detection (I8)
52% 499
17.5 IPS
 
Face Detection (F32)
100% 399
4.59 IPS
 
Face Detection (F16)
100% 397
4.56 IPS
 
Face Detection (I8)
75% 464
5.33 IPS
 
Text Classification (F32)
100% 599
237.0 IPS
 
Text Classification (F16)
100% 598
236.6 IPS
 
Machine Translation (F32)
100% 687
105.8 IPS
 
Machine Translation (F16)
100% 687
105.8 IPS
 

Compare

Set Baseline Geekbench 6 now available