Geekbench ML Score

498
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date December 08 2022 10:03 PM
Views 1

System Information

System Information
Operating System iOS 16.1.2
Model iPhone 8
Model IDiPhone10,1
Motherboard D20AP
CPU Information
Name Apple A11 Bionic
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 2.39 GHz
L1 Instruction Cache48.0 KB x 1
L1 Data Cache32.0 KB x 1
L2 Cache8.00 MB x 1
Memory Information
Size 1.93 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 378
40.5 IPS
 
Image Classification (F16)
100% 372
39.9 IPS
 
Image Classification (I8)
81% 288
30.8 IPS
 
Image Segmentation (F32)
100% 637
3.93 IPS
 
Image Segmentation (F16)
100% 606
3.74 IPS
 
Image Segmentation (I8)
89% 855
5.28 IPS
 
Pose Estimation (F32)
100% 205
0.83 IPS
 
Pose Estimation (F16)
100% 204
0.82 IPS
 
Pose Estimation (I8)
80% 224
0.91 IPS
 
Object Detection (F32)
100% 558
19.6 IPS
 
Object Detection (F16)
100% 581
20.4 IPS
 
Object Detection (I8)
52% 526
18.5 IPS
 
Face Detection (F32)
100% 724
8.31 IPS
 
Face Detection (F16)
100% 695
7.98 IPS
 
Face Detection (I8)
75% 586
6.73 IPS
 
Text Classification (F32)
100% 712
281.6 IPS
 
Text Classification (F16)
100% 726
287.1 IPS
 
Machine Translation (F32)
100% 750
115.5 IPS
 
Machine Translation (F16)
100% 745
114.9 IPS
 

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