Geekbench ML Score

434
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date June 15 2021 03:34 PM
Views 1

System Information

System Information
Operating System iOS 14.6
Model iPhone 8 Plus
Model IDiPhone10,5
Motherboard D211AP
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 2.90 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 357
38.2 IPS
 
Image Classification (F16)
100% 283
30.3 IPS
 
Image Classification (I8)
81% 330
35.4 IPS
 
Image Segmentation (F32)
100% 467
2.88 IPS
 
Image Segmentation (F16)
100% 536
3.31 IPS
 
Image Segmentation (I8)
89% 779
4.81 IPS
 
Pose Estimation (F32)
100% 181
0.73 IPS
 
Pose Estimation (F16)
100% 163
0.66 IPS
 
Pose Estimation (I8)
80% 187
0.76 IPS
 
Object Detection (F32)
100% 439
15.4 IPS
 
Object Detection (F16)
100% 493
17.3 IPS
 
Object Detection (I8)
52% 465
16.3 IPS
 
Face Detection (F32)
100% 651
7.48 IPS
 
Face Detection (F16)
100% 625
7.18 IPS
 
Face Detection (I8)
75% 541
6.21 IPS
 
Text Classification (F32)
100% 569
225.2 IPS
 
Text Classification (F16)
100% 626
247.7 IPS
 
Machine Translation (F32)
100% 686
105.7 IPS
 
Machine Translation (F16)
100% 691
106.5 IPS
 

Compare

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