Geekbench ML Score

540
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 22 2021 09:17 PM
Views 1

System Information

System Information
Operating System iOS 15.0.2
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 Cache48.0 KB x 1
L1 Data Cache32.0 KB x 1
L2 Cache2.00 MB x 1
Memory Information
Size 2.77 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 473
50.6 IPS
 
Image Classification (F16)
100% 447
47.9 IPS
 
Image Classification (I8)
81% 286
30.7 IPS
 
Image Segmentation (F32)
100% 756
4.67 IPS
 
Image Segmentation (F16)
100% 741
4.57 IPS
 
Image Segmentation (I8)
89% 952
5.88 IPS
 
Pose Estimation (F32)
100% 152
0.61 IPS
 
Pose Estimation (F16)
100% 156
0.63 IPS
 
Pose Estimation (I8)
80% 240
0.97 IPS
 
Object Detection (F32)
100% 676
23.7 IPS
 
Object Detection (F16)
100% 673
23.6 IPS
 
Object Detection (I8)
52% 522
18.3 IPS
 
Face Detection (F32)
100% 746
8.57 IPS
 
Face Detection (F16)
100% 749
8.61 IPS
 
Face Detection (I8)
75% 563
6.47 IPS
 
Text Classification (F32)
100% 780
308.6 IPS
 
Text Classification (F16)
100% 780
308.3 IPS
 
Machine Translation (F32)
100% 1000
154.1 IPS
 
Machine Translation (F16)
100% 1001
154.3 IPS
 

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