Geekbench ML Score

904
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date September 15 2021 10:02 AM
Views 1

System Information

System Information
Operating System iOS 14.8
Model iPhone 8
Model IDiPhone10,4
Motherboard D201AP
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% 612
65.6 IPS
 
Image Classification (F16)
100% 918
98.3 IPS
 
Image Classification (I8)
81% 361
38.6 IPS
 
Image Segmentation (F32)
100% 2018
12.5 IPS
 
Image Segmentation (F16)
100% 3551
21.9 IPS
 
Image Segmentation (I8)
89% 662
4.09 IPS
 
Pose Estimation (F32)
100% 660
2.67 IPS
 
Pose Estimation (F16)
100% 2212
8.95 IPS
 
Pose Estimation (I8)
80% 132
0.53 IPS
 
Object Detection (F32)
100% 1296
45.5 IPS
 
Object Detection (F16)
99% 1371
48.1 IPS
 
Object Detection (I8)
52% 511
17.9 IPS
 
Face Detection (F32)
100% 2124
24.4 IPS
 
Face Detection (F16)
97% 4238
48.7 IPS
 
Face Detection (I8)
75% 489
5.62 IPS
 
Text Classification (F32)
100% 489
193.4 IPS
 
Text Classification (F16)
98% 700
276.9 IPS
 
Machine Translation (F32)
100% 763
117.6 IPS
 
Machine Translation (F16)
100% 768
118.4 IPS
 

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