Geekbench ML Score

845
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 23 2021 10:16 PM
Views 1

System Information

System Information
Operating System iOS 15.0.2
Model iPhone 8
Model IDiPhone10,1
Motherboard D20AP
CPU Information
Name Apple A11 Bionic
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 2.39 GHz
L1 Instruction Cache48.0 KB x 1
L1 Data Cache32.0 KB x 1
L2 Cache8.00 MB x 1
Memory Information
Size 1.93 GB
Inference Information
Framework TensorFlow Lite
Backend GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 722
77.3 IPS
 
Image Classification (F16)
100% 763
81.8 IPS
 
Image Classification (I8)
81% 209
22.4 IPS
 
Image Segmentation (F32)
100% 2005
12.4 IPS
 
Image Segmentation (F16)
100% 3488
21.5 IPS
 
Image Segmentation (I8)
89% 505
3.12 IPS
 
Pose Estimation (F32)
100% 647
2.62 IPS
 
Pose Estimation (F16)
100% 2173
8.79 IPS
 
Pose Estimation (I8)
80% 113
0.46 IPS
 
Object Detection (F32)
100% 1293
45.4 IPS
 
Object Detection (F16)
99% 1231
43.2 IPS
 
Object Detection (I8)
52% 506
17.8 IPS
 
Face Detection (F32)
100% 2111
24.2 IPS
 
Face Detection (F16)
97% 4232
48.6 IPS
 
Face Detection (I8)
75% 478
5.49 IPS
 
Text Classification (F32)
100% 485
191.9 IPS
 
Text Classification (F16)
98% 689
272.4 IPS
 
Machine Translation (F32)
100% 740
114.1 IPS
 
Machine Translation (F16)
100% 746
115.0 IPS
 

Compare

Set Baseline

Share

Geekbench ML now available for download