Geekbench ML Score

907
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 23 2021 10:10 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% 769
82.4 IPS
 
Image Classification (F16)
100% 930
99.7 IPS
 
Image Classification (I8)
81% 359
38.4 IPS
 
Image Segmentation (F32)
100% 1999
12.3 IPS
 
Image Segmentation (F16)
100% 3528
21.8 IPS
 
Image Segmentation (I8)
89% 661
4.08 IPS
 
Pose Estimation (F32)
100% 646
2.61 IPS
 
Pose Estimation (F16)
100% 2173
8.79 IPS
 
Pose Estimation (I8)
80% 131
0.53 IPS
 
Object Detection (F32)
100% 1280
44.9 IPS
 
Object Detection (F16)
99% 1265
44.4 IPS
 
Object Detection (I8)
52% 509
17.9 IPS
 
Face Detection (F32)
100% 2113
24.3 IPS
 
Face Detection (F16)
97% 4280
49.2 IPS
 
Face Detection (I8)
75% 488
5.60 IPS
 
Text Classification (F32)
100% 484
191.5 IPS
 
Text Classification (F16)
98% 753
297.9 IPS
 
Machine Translation (F32)
100% 735
113.3 IPS
 
Machine Translation (F16)
100% 738
113.7 IPS
 

Compare

Set Baseline

Share

Geekbench ML now available for download