Geekbench ML Score

571
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date September 28 2021 07:41 PM
Views 2

System Information

System Information
Operating System iOS 15.0
Model iPhone XS
Model IDiPhone11,2
Motherboard D321AP
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 3.69 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 462
49.5 IPS
 
Image Classification (F16)
100% 459
49.2 IPS
 
Image Classification (I8)
81% 262
28.0 IPS
 
Image Segmentation (F32)
100% 750
4.64 IPS
 
Image Segmentation (F16)
100% 754
4.66 IPS
 
Image Segmentation (I8)
89% 967
5.97 IPS
 
Pose Estimation (F32)
100% 242
0.98 IPS
 
Pose Estimation (F16)
100% 238
0.96 IPS
 
Pose Estimation (I8)
80% 253
1.02 IPS
 
Object Detection (F32)
100% 683
24.0 IPS
 
Object Detection (F16)
100% 666
23.4 IPS
 
Object Detection (I8)
52% 533
18.7 IPS
 
Face Detection (F32)
100% 815
9.36 IPS
 
Face Detection (F16)
100% 801
9.21 IPS
 
Face Detection (I8)
75% 582
6.69 IPS
 
Text Classification (F32)
100% 789
312.3 IPS
 
Text Classification (F16)
100% 757
299.6 IPS
 
Machine Translation (F32)
100% 993
153.0 IPS
 
Machine Translation (F16)
100% 994
153.2 IPS
 

Compare

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