Geekbench ML Score

507
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date July 22 2021 09:53 AM
Views 1

System Information

System Information
Operating System iOS 14.6
Model iPhone XR
Model IDiPhone11,8
Motherboard N841AP
CPU Information
Name Apple A12 Bionic
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 2.49 GHz
L1 Instruction Cache128 KB x 1
L1 Data Cache128 KB x 1
L2 Cache8.00 MB x 1
Memory Information
Size 2.78 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 368
39.4 IPS
 
Image Classification (F16)
100% 380
40.7 IPS
 
Image Classification (I8)
81% 279
29.9 IPS
 
Image Segmentation (F32)
100% 665
4.11 IPS
 
Image Segmentation (F16)
100% 672
4.15 IPS
 
Image Segmentation (I8)
89% 927
5.73 IPS
 
Pose Estimation (F32)
100% 188
0.76 IPS
 
Pose Estimation (F16)
100% 172
0.70 IPS
 
Pose Estimation (I8)
80% 235
0.95 IPS
 
Object Detection (F32)
100% 654
23.0 IPS
 
Object Detection (F16)
100% 653
22.9 IPS
 
Object Detection (I8)
52% 532
18.7 IPS
 
Face Detection (F32)
100% 688
7.90 IPS
 
Face Detection (F16)
100% 640
7.35 IPS
 
Face Detection (I8)
75% 553
6.36 IPS
 
Text Classification (F32)
100% 710
280.9 IPS
 
Text Classification (F16)
100% 674
266.5 IPS
 
Machine Translation (F32)
100% 863
132.9 IPS
 
Machine Translation (F16)
100% 917
141.3 IPS
 

Compare

Set Baseline

Share

Geekbench ML now available for download