Geekbench ML Score

515
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date May 14 2022 12:17 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% 455
48.7 IPS
 
Image Classification (F16)
100% 446
47.8 IPS
 
Image Classification (I8)
81% 280
30.0 IPS
 
Image Segmentation (F32)
100% 732
4.52 IPS
 
Image Segmentation (F16)
100% 700
4.32 IPS
 
Image Segmentation (I8)
89% 722
4.46 IPS
 
Pose Estimation (F32)
100% 141
0.57 IPS
 
Pose Estimation (F16)
100% 151
0.61 IPS
 
Pose Estimation (I8)
80% 230
0.93 IPS
 
Object Detection (F32)
100% 633
22.2 IPS
 
Object Detection (F16)
100% 669
23.5 IPS
 
Object Detection (I8)
52% 510
17.9 IPS
 
Face Detection (F32)
100% 702
8.06 IPS
 
Face Detection (F16)
100% 704
8.09 IPS
 
Face Detection (I8)
75% 535
6.14 IPS
 
Text Classification (F32)
100% 782
309.2 IPS
 
Text Classification (F16)
100% 766
303.0 IPS
 
Machine Translation (F32)
100% 990
152.6 IPS
 
Machine Translation (F16)
100% 991
152.8 IPS
 

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