Geekbench ML Score

546
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 22 2021 08:43 PM
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% 462
49.5 IPS
 
Image Classification (F16)
100% 436
46.7 IPS
 
Image Classification (I8)
81% 281
30.1 IPS
 
Image Segmentation (F32)
100% 755
4.66 IPS
 
Image Segmentation (F16)
100% 749
4.63 IPS
 
Image Segmentation (I8)
89% 956
5.90 IPS
 
Pose Estimation (F32)
100% 144
0.58 IPS
 
Pose Estimation (F16)
100% 174
0.70 IPS
 
Pose Estimation (I8)
80% 254
1.03 IPS
 
Object Detection (F32)
100% 672
23.6 IPS
 
Object Detection (F16)
100% 670
23.5 IPS
 
Object Detection (I8)
52% 519
18.2 IPS
 
Face Detection (F32)
100% 797
9.16 IPS
 
Face Detection (F16)
100% 824
9.46 IPS
 
Face Detection (I8)
75% 585
6.72 IPS
 
Text Classification (F32)
100% 778
307.8 IPS
 
Text Classification (F16)
100% 770
304.7 IPS
 
Machine Translation (F32)
100% 997
153.7 IPS
 
Machine Translation (F16)
100% 994
153.1 IPS
 

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