Geekbench ML Score

554
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 14 2021 06:19 AM
Views 2

System Information

System Information
Operating System iOS 14.4.2
Model iPad (8th generation)
Model IDiPad11,7
Motherboard J172aAP
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 2.89 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 462
49.5 IPS
 
Image Classification (F16)
100% 465
49.8 IPS
 
Image Classification (I8)
81% 255
27.4 IPS
 
Image Segmentation (F32)
100% 757
4.67 IPS
 
Image Segmentation (F16)
100% 740
4.57 IPS
 
Image Segmentation (I8)
89% 954
5.89 IPS
 
Pose Estimation (F32)
100% 226
0.92 IPS
 
Pose Estimation (F16)
100% 227
0.92 IPS
 
Pose Estimation (I8)
80% 257
1.04 IPS
 
Object Detection (F32)
100% 574
20.2 IPS
 
Object Detection (F16)
100% 651
22.9 IPS
 
Object Detection (I8)
52% 508
17.8 IPS
 
Face Detection (F32)
100% 745
8.56 IPS
 
Face Detection (F16)
100% 777
8.92 IPS
 
Face Detection (I8)
75% 599
6.89 IPS
 
Text Classification (F32)
100% 728
287.9 IPS
 
Text Classification (F16)
100% 749
296.2 IPS
 
Machine Translation (F32)
100% 995
153.3 IPS
 
Machine Translation (F16)
100% 999
154.0 IPS
 

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