Geekbench ML Score

568
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date June 13 2021 07:19 AM
Views 1

System Information

System Information
Operating System iOS 14.6
Model iPad mini (5th generation)
Model IDiPad11,1
Motherboard J210AP
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 2.85 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 463
49.6 IPS
 
Image Classification (F16)
100% 466
49.9 IPS
 
Image Classification (I8)
81% 278
29.8 IPS
 
Image Segmentation (F32)
100% 769
4.75 IPS
 
Image Segmentation (F16)
100% 758
4.68 IPS
 
Image Segmentation (I8)
89% 976
6.03 IPS
 
Pose Estimation (F32)
100% 245
0.99 IPS
 
Pose Estimation (F16)
100% 242
0.98 IPS
 
Pose Estimation (I8)
80% 266
1.08 IPS
 
Object Detection (F32)
100% 381
13.4 IPS
 
Object Detection (F16)
100% 728
25.6 IPS
 
Object Detection (I8)
52% 524
18.4 IPS
 
Face Detection (F32)
100% 848
9.75 IPS
 
Face Detection (F16)
100% 845
9.71 IPS
 
Face Detection (I8)
75% 643
7.39 IPS
 
Text Classification (F32)
100% 790
312.5 IPS
 
Text Classification (F16)
100% 780
308.5 IPS
 
Machine Translation (F32)
100% 996
153.5 IPS
 
Machine Translation (F16)
100% 993
153.0 IPS
 

Compare

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