Geekbench ML Score

534
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date September 17 2021 12:08 PM
Views 1

System Information

System Information
Operating System iOS 14.4.1
Model iPhone XR
Model IDiPhone11,8
Motherboard N841AP
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 2.78 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 397
42.6 IPS
 
Image Classification (F16)
100% 396
42.5 IPS
 
Image Classification (I8)
81% 276
29.5 IPS
 
Image Segmentation (F32)
100% 684
4.23 IPS
 
Image Segmentation (F16)
100% 695
4.29 IPS
 
Image Segmentation (I8)
89% 950
5.87 IPS
 
Pose Estimation (F32)
100% 191
0.77 IPS
 
Pose Estimation (F16)
100% 192
0.78 IPS
 
Pose Estimation (I8)
80% 257
1.04 IPS
 
Object Detection (F32)
100% 660
23.2 IPS
 
Object Detection (F16)
100% 659
23.1 IPS
 
Object Detection (I8)
52% 535
18.8 IPS
 
Face Detection (F32)
100% 738
8.48 IPS
 
Face Detection (F16)
100% 730
8.39 IPS
 
Face Detection (I8)
75% 569
6.54 IPS
 
Text Classification (F32)
100% 768
303.9 IPS
 
Text Classification (F16)
100% 747
295.4 IPS
 
Machine Translation (F32)
100% 956
147.3 IPS
 
Machine Translation (F16)
100% 925
142.6 IPS
 

Compare

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