Geekbench ML Score

542
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 23 2021 07:03 AM
Views 1

System Information

System Information
Operating System iOS 15.0.2
Model iPhone XS
Model IDiPhone11,2
Motherboard D321AP
CPU Information
Name Apple A12 Bionic
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 2.49 GHz
L1 Instruction Cache48.0 KB x 1
L1 Data Cache32.0 KB x 1
L2 Cache2.00 MB x 1
Memory Information
Size 3.69 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 460
49.3 IPS
 
Image Classification (F16)
100% 465
49.8 IPS
 
Image Classification (I8)
81% 281
30.1 IPS
 
Image Segmentation (F32)
100% 747
4.61 IPS
 
Image Segmentation (F16)
100% 714
4.41 IPS
 
Image Segmentation (I8)
89% 960
5.93 IPS
 
Pose Estimation (F32)
100% 234
0.95 IPS
 
Pose Estimation (F16)
100% 232
0.94 IPS
 
Pose Estimation (I8)
80% 272
1.10 IPS
 
Object Detection (F32)
100% 681
23.9 IPS
 
Object Detection (F16)
100% 680
23.9 IPS
 
Object Detection (I8)
52% 551
19.3 IPS
 
Face Detection (F32)
100% 850
9.77 IPS
 
Face Detection (F16)
100% 848
9.75 IPS
 
Face Detection (I8)
75% 633
7.27 IPS
 
Text Classification (F32)
100% 761
300.9 IPS
 
Text Classification (F16)
100% 355
140.4 IPS
 
Machine Translation (F32)
100% 670
103.2 IPS
 
Machine Translation (F16)
100% 954
147.1 IPS
 

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