Geekbench ML Score

533
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 14 2021 06:55 AM
Views 1

System Information

System Information
Operating System iOS 15.0.1
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 Cache48.0 KB x 1
L1 Data Cache32.0 KB x 1
L2 Cache2.00 MB x 1
Memory Information
Size 2.77 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 467
50.0 IPS
 
Image Classification (F16)
100% 461
49.4 IPS
 
Image Classification (I8)
81% 279
29.9 IPS
 
Image Segmentation (F32)
100% 744
4.60 IPS
 
Image Segmentation (F16)
100% 717
4.43 IPS
 
Image Segmentation (I8)
89% 937
5.79 IPS
 
Pose Estimation (F32)
100% 222
0.90 IPS
 
Pose Estimation (F16)
100% 138
0.56 IPS
 
Pose Estimation (I8)
80% 218
0.88 IPS
 
Object Detection (F32)
100% 636
22.3 IPS
 
Object Detection (F16)
100% 652
22.9 IPS
 
Object Detection (I8)
52% 523
18.3 IPS
 
Face Detection (F32)
100% 660
7.58 IPS
 
Face Detection (F16)
100% 701
8.06 IPS
 
Face Detection (I8)
75% 530
6.09 IPS
 
Text Classification (F32)
100% 788
311.8 IPS
 
Text Classification (F16)
100% 782
309.1 IPS
 
Machine Translation (F32)
100% 988
152.3 IPS
 
Machine Translation (F16)
100% 990
152.6 IPS
 

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