Geekbench ML Score

444
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date July 16 2022 10:08 PM
Views 1

System Information

System Information
Operating System iOS 15.5
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

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 373
39.9 IPS
 
Image Classification (F16)
100% 336
36.0 IPS
 
Image Classification (I8)
81% 286
30.6 IPS
 
Image Segmentation (F32)
100% 596
3.68 IPS
 
Image Segmentation (F16)
100% 572
3.53 IPS
 
Image Segmentation (I8)
89% 793
4.90 IPS
 
Pose Estimation (F32)
100% 191
0.77 IPS
 
Pose Estimation (F16)
100% 167
0.68 IPS
 
Pose Estimation (I8)
80% 184
0.74 IPS
 
Object Detection (F32)
100% 434
15.2 IPS
 
Object Detection (F16)
100% 434
15.2 IPS
 
Object Detection (I8)
52% 472
16.6 IPS
 
Face Detection (F32)
100% 620
7.12 IPS
 
Face Detection (F16)
100% 592
6.80 IPS
 
Face Detection (I8)
75% 565
6.50 IPS
 
Text Classification (F32)
100% 578
228.8 IPS
 
Text Classification (F16)
100% 637
251.8 IPS
 
Machine Translation (F32)
100% 720
111.0 IPS
 
Machine Translation (F16)
100% 734
113.1 IPS
 

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