Geekbench ML Score

919
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 23 2021 03:05 AM
Views 1

System Information

System Information
Operating System iOS 15.0.2
Model iPad14,1
Model IDiPad14,1
Motherboard J310AP
CPU Information
Name ARM
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 2.94 GHz
L1 Instruction Cache128 KB x 1
L1 Data Cache64.0 KB x 1
L2 Cache4.00 MB x 1
Memory Information
Size 3.78 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 752
80.5 IPS
 
Image Classification (F16)
100% 720
77.2 IPS
 
Image Classification (I8)
81% 474
50.7 IPS
 
Image Segmentation (F32)
100% 1032
6.37 IPS
 
Image Segmentation (F16)
100% 985
6.08 IPS
 
Image Segmentation (I8)
89% 1449
8.95 IPS
 
Pose Estimation (F32)
100% 390
1.58 IPS
 
Pose Estimation (F16)
100% 390
1.58 IPS
 
Pose Estimation (I8)
80% 472
1.91 IPS
 
Object Detection (F32)
100% 1004
35.2 IPS
 
Object Detection (F16)
100% 1014
35.6 IPS
 
Object Detection (I8)
52% 773
27.1 IPS
 
Face Detection (F32)
100% 1275
14.7 IPS
 
Face Detection (F16)
100% 1228
14.1 IPS
 
Face Detection (I8)
75% 850
9.77 IPS
 
Text Classification (F32)
100% 1492
590.2 IPS
 
Text Classification (F16)
100% 1362
538.5 IPS
 
Machine Translation (F32)
100% 1863
287.1 IPS
 
Machine Translation (F16)
100% 1869
288.1 IPS
 

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