Geekbench ML Score

607
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 14 2021 06:47 AM
Views 1

System Information

System Information
Operating System iOS 15.0.1
Model iPad Pro (10.5-inch)
Model IDiPad7,4
Motherboard J208AP
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% 387
41.5 IPS
 
Image Classification (F16)
100% 380
40.7 IPS
 
Image Classification (I8)
81% 824
88.3 IPS
 
Image Segmentation (F32)
100% 643
3.97 IPS
 
Image Segmentation (F16)
100% 643
3.97 IPS
 
Image Segmentation (I8)
89% 1485
9.17 IPS
 
Pose Estimation (F32)
100% 266
1.08 IPS
 
Pose Estimation (F16)
100% 267
1.08 IPS
 
Pose Estimation (I8)
80% 355
1.44 IPS
 
Object Detection (F32)
100% 655
23.0 IPS
 
Object Detection (F16)
100% 625
21.9 IPS
 
Object Detection (I8)
52% 1080
37.9 IPS
 
Face Detection (F32)
100% 797
9.15 IPS
 
Face Detection (F16)
100% 782
8.98 IPS
 
Face Detection (I8)
75% 1001
11.5 IPS
 
Text Classification (F32)
100% 598
236.3 IPS
 
Text Classification (F16)
100% 594
235.0 IPS
 
Machine Translation (F32)
100% 649
100.1 IPS
 
Machine Translation (F16)
100% 654
100.7 IPS
 

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