Geekbench ML Score

552
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date December 08 2022 03:59 PM
Views 1

System Information

System Information
Operating System iOS 16.1.2
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% 481
51.5 IPS
 
Image Classification (F16)
100% 463
49.6 IPS
 
Image Classification (I8)
81% 278
29.8 IPS
 
Image Segmentation (F32)
100% 735
4.54 IPS
 
Image Segmentation (F16)
100% 704
4.35 IPS
 
Image Segmentation (I8)
89% 934
5.77 IPS
 
Pose Estimation (F32)
100% 203
0.82 IPS
 
Pose Estimation (F16)
100% 218
0.88 IPS
 
Pose Estimation (I8)
80% 254
1.03 IPS
 
Object Detection (F32)
100% 640
22.4 IPS
 
Object Detection (F16)
100% 628
22.0 IPS
 
Object Detection (I8)
52% 529
18.6 IPS
 
Face Detection (F32)
100% 808
9.29 IPS
 
Face Detection (F16)
100% 779
8.95 IPS
 
Face Detection (I8)
75% 606
6.96 IPS
 
Text Classification (F32)
100% 753
297.9 IPS
 
Text Classification (F16)
100% 721
285.1 IPS
 
Machine Translation (F32)
100% 915
141.1 IPS
 
Machine Translation (F16)
100% 953
146.8 IPS
 

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