Geekbench ML Score

335
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 23 2021 06:55 AM
Views 1

System Information

System Information
Operating System iOS 15.0.2
Model iPhone 7
Model IDiPhone9,1
Motherboard D10AP
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% 277
29.6 IPS
 
Image Classification (F16)
100% 261
28.0 IPS
 
Image Classification (I8)
81% 461
49.4 IPS
 
Image Segmentation (F32)
100% 472
2.92 IPS
 
Image Segmentation (F16)
100% 464
2.87 IPS
 
Image Segmentation (I8)
89% 817
5.04 IPS
 
Pose Estimation (F32)
100% 133
0.54 IPS
 
Pose Estimation (F16)
100% 121
0.49 IPS
 
Pose Estimation (I8)
80% 155
0.63 IPS
 
Object Detection (F32)
100% 373
13.1 IPS
 
Object Detection (F16)
100% 374
13.1 IPS
 
Object Detection (I8)
52% 535
18.8 IPS
 
Face Detection (F32)
100% 433
4.97 IPS
 
Face Detection (F16)
100% 406
4.67 IPS
 
Face Detection (I8)
75% 349
4.01 IPS
 
Text Classification (F32)
100% 328
129.9 IPS
 
Text Classification (F16)
100% 327
129.3 IPS
 
Machine Translation (F32)
100% 374
57.6 IPS
 
Machine Translation (F16)
100% 353
54.4 IPS
 

Compare

Set Baseline

Share

Geekbench ML now available for download