Geekbench ML Score

506
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 21 2021 06:38 AM
Views 3

System Information

System Information
Operating System iOS 15.1
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
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 476
51.0 IPS
 
Image Classification (F16)
100% 469
50.2 IPS
 
Image Classification (I8)
81% 277
29.7 IPS
 
Image Segmentation (F32)
100% 748
4.62 IPS
 
Image Segmentation (F16)
100% 715
4.42 IPS
 
Image Segmentation (I8)
89% 923
5.70 IPS
 
Pose Estimation (F32)
100% 166
0.67 IPS
 
Pose Estimation (F16)
100% 202
0.82 IPS
 
Pose Estimation (I8)
80% 247
1.00 IPS
 
Object Detection (F32)
100% 650
22.8 IPS
 
Object Detection (F16)
100% 630
22.1 IPS
 
Object Detection (I8)
52% 501
17.6 IPS
 
Face Detection (F32)
100% 717
8.24 IPS
 
Face Detection (F16)
100% 653
7.51 IPS
 
Face Detection (I8)
75% 502
5.77 IPS
 
Text Classification (F32)
100% 521
205.9 IPS
 
Text Classification (F16)
100% 578
228.5 IPS
 
Machine Translation (F32)
100% 791
121.9 IPS
 
Machine Translation (F16)
100% 835
128.6 IPS
 

Compare

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