Geekbench ML Score

644
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date September 15 2021 10:09 AM
Views 1

System Information

System Information
Operating System iOS 14.7.1
Model iPad Pro (10.5-inch)
Model IDiPad7,3
Motherboard J207AP
CPU Information
Name Apple A10X Fusion
Topology 1 Processor, 3 Cores
Identifier ARM
Base Frequency 2.34 GHz
L1 Instruction Cache64.0 KB x 1
L1 Data Cache64.0 KB x 1
L2 Cache8.00 MB x 1
Memory Information
Size 3.91 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 401
43.0 IPS
 
Image Classification (F16)
100% 387
41.5 IPS
 
Image Classification (I8)
81% 827
88.6 IPS
 
Image Segmentation (F32)
100% 642
3.96 IPS
 
Image Segmentation (F16)
100% 643
3.97 IPS
 
Image Segmentation (I8)
89% 1463
9.04 IPS
 
Pose Estimation (F32)
100% 267
1.08 IPS
 
Pose Estimation (F16)
100% 267
1.08 IPS
 
Pose Estimation (I8)
80% 353
1.43 IPS
 
Object Detection (F32)
100% 680
23.9 IPS
 
Object Detection (F16)
100% 686
24.1 IPS
 
Object Detection (I8)
52% 1149
40.3 IPS
 
Face Detection (F32)
100% 851
9.78 IPS
 
Face Detection (F16)
100% 851
9.78 IPS
 
Face Detection (I8)
75% 1139
13.1 IPS
 
Text Classification (F32)
100% 697
275.5 IPS
 
Text Classification (F16)
100% 696
275.5 IPS
 
Machine Translation (F32)
100% 757
116.6 IPS
 
Machine Translation (F16)
100% 755
116.4 IPS
 

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