Geekbench ML Score

447
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date June 11 2021 04:01 AM
Views 1

System Information

System Information
Operating System iOS 14.6
Model iPhone XR
Model IDiPhone11,8
Motherboard N841AP
CPU Information
Name Apple A12 Bionic
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 2.49 GHz
L1 Instruction Cache128 KB x 1
L1 Data Cache128 KB x 1
L2 Cache8.00 MB x 1
Memory Information
Size 2.78 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 461
49.4 IPS
 
Image Classification (F16)
100% 407
43.6 IPS
 
Image Classification (I8)
81% 175
18.8 IPS
 
Image Segmentation (F32)
100% 690
4.26 IPS
 
Image Segmentation (F16)
100% 349
2.15 IPS
 
Image Segmentation (I8)
89% 794
4.90 IPS
 
Pose Estimation (F32)
100% 127
0.52 IPS
 
Pose Estimation (F16)
100% 113
0.46 IPS
 
Pose Estimation (I8)
80% 173
0.70 IPS
 
Object Detection (F32)
100% 621
21.8 IPS
 
Object Detection (F16)
100% 651
22.8 IPS
 
Object Detection (I8)
52% 510
17.9 IPS
 
Face Detection (F32)
100% 641
7.36 IPS
 
Face Detection (F16)
100% 592
6.81 IPS
 
Face Detection (I8)
75% 523
6.01 IPS
 
Text Classification (F32)
100% 654
258.5 IPS
 
Text Classification (F16)
100% 652
257.7 IPS
 
Machine Translation (F32)
100% 932
143.6 IPS
 
Machine Translation (F16)
100% 930
143.4 IPS
 

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