Geekbench ML Score

487
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date October 06 2022 10:07 PM
Views 1

System Information

System Information
Operating System iOS 16.0.2
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 CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 381
40.8 IPS
 
Image Classification (F16)
100% 374
40.1 IPS
 
Image Classification (I8)
81% 284
30.4 IPS
 
Image Segmentation (F32)
100% 622
3.84 IPS
 
Image Segmentation (F16)
100% 609
3.76 IPS
 
Image Segmentation (I8)
89% 857
5.29 IPS
 
Pose Estimation (F32)
100% 206
0.83 IPS
 
Pose Estimation (F16)
100% 201
0.81 IPS
 
Pose Estimation (I8)
80% 226
0.92 IPS
 
Object Detection (F32)
100% 545
19.1 IPS
 
Object Detection (F16)
100% 568
19.9 IPS
 
Object Detection (I8)
52% 508
17.8 IPS
 
Face Detection (F32)
100% 690
7.93 IPS
 
Face Detection (F16)
100% 658
7.56 IPS
 
Face Detection (I8)
75% 575
6.61 IPS
 
Text Classification (F32)
100% 636
251.4 IPS
 
Text Classification (F16)
100% 692
273.6 IPS
 
Machine Translation (F32)
100% 728
112.1 IPS
 
Machine Translation (F16)
100% 728
112.2 IPS
 

Compare

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