Geekbench ML Score

889
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 23 2021 07:13 AM
Views 1

System Information

System Information
Operating System iOS 15.0.2
Model iPhone X
Model IDiPhone10,6
Motherboard D221AP
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 2.76 GB
Inference Information
Framework TensorFlow Lite
Backend GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 727
77.9 IPS
 
Image Classification (F16)
100% 712
76.2 IPS
 
Image Classification (I8)
81% 360
38.6 IPS
 
Image Segmentation (F32)
100% 1990
12.3 IPS
 
Image Segmentation (F16)
100% 3550
21.9 IPS
 
Image Segmentation (I8)
89% 662
4.09 IPS
 
Pose Estimation (F32)
100% 649
2.63 IPS
 
Pose Estimation (F16)
100% 2174
8.80 IPS
 
Pose Estimation (I8)
80% 132
0.53 IPS
 
Object Detection (F32)
100% 1280
44.9 IPS
 
Object Detection (F16)
99% 1192
41.8 IPS
 
Object Detection (I8)
52% 512
18.0 IPS
 
Face Detection (F32)
100% 2113
24.3 IPS
 
Face Detection (F16)
97% 4270
49.1 IPS
 
Face Detection (I8)
75% 491
5.64 IPS
 
Text Classification (F32)
100% 485
192.0 IPS
 
Text Classification (F16)
98% 694
274.5 IPS
 
Machine Translation (F32)
100% 752
115.9 IPS
 
Machine Translation (F16)
100% 754
116.2 IPS
 

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