Geekbench ML Score

871
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 23 2021 10:14 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% 751
80.4 IPS
 
Image Classification (F16)
100% 990
106.0 IPS
 
Image Classification (I8)
81% 359
38.5 IPS
 
Image Segmentation (F32)
100% 2023
12.5 IPS
 
Image Segmentation (F16)
100% 3547
21.9 IPS
 
Image Segmentation (I8)
89% 661
4.09 IPS
 
Pose Estimation (F32)
100% 648
2.62 IPS
 
Pose Estimation (F16)
100% 2173
8.79 IPS
 
Pose Estimation (I8)
80% 130
0.53 IPS
 
Object Detection (F32)
100% 1270
44.6 IPS
 
Object Detection (F16)
99% 1325
46.5 IPS
 
Object Detection (I8)
52% 509
17.9 IPS
 
Face Detection (F32)
100% 2114
24.3 IPS
 
Face Detection (F16)
97% 4253
48.9 IPS
 
Face Detection (I8)
75% 482
5.54 IPS
 
Text Classification (F32)
100% 526
208.0 IPS
 
Text Classification (F16)
98% 685
270.7 IPS
 
Machine Translation (F32)
100% 498
76.8 IPS
 
Machine Translation (F16)
100% 477
73.4 IPS
 

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