Geekbench ML Score

370
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date May 14 2022 09:37 AM
Views 1

System Information

System Information
Operating System iOS 15.5
Model iPhone 8
Model IDiPhone10,4
Motherboard D201AP
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% 358
38.4 IPS
 
Image Classification (F16)
100% 232
24.8 IPS
 
Image Classification (I8)
81% 299
32.0 IPS
 
Image Segmentation (F32)
100% 394
2.43 IPS
 
Image Segmentation (F16)
100% 430
2.66 IPS
 
Image Segmentation (I8)
89% 735
4.54 IPS
 
Pose Estimation (F32)
100% 171
0.69 IPS
 
Pose Estimation (F16)
100% 132
0.53 IPS
 
Pose Estimation (I8)
80% 128
0.52 IPS
 
Object Detection (F32)
100% 341
12.0 IPS
 
Object Detection (F16)
100% 340
11.9 IPS
 
Object Detection (I8)
52% 536
18.8 IPS
 
Face Detection (F32)
100% 457
5.25 IPS
 
Face Detection (F16)
100% 546
6.27 IPS
 
Face Detection (I8)
75% 576
6.61 IPS
 
Text Classification (F32)
100% 435
172.1 IPS
 
Text Classification (F16)
100% 435
172.0 IPS
 
Machine Translation (F32)
100% 617
95.1 IPS
 
Machine Translation (F16)
100% 692
106.6 IPS
 

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