Geekbench ML Score

349
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date June 15 2021 02:59 PM
Views 1

System Information

System Information
Operating System iOS 15.0
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
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 356
38.2 IPS
 
Image Classification (F16)
100% 341
36.5 IPS
 
Image Classification (I8)
81% 144
15.4 IPS
 
Image Segmentation (F32)
100% 255
1.58 IPS
 
Image Segmentation (F16)
100% 362
2.24 IPS
 
Image Segmentation (I8)
89% 686
4.24 IPS
 
Pose Estimation (F32)
100% 137
0.55 IPS
 
Pose Estimation (F16)
100% 116
0.47 IPS
 
Pose Estimation (I8)
80% 121
0.49 IPS
 
Object Detection (F32)
100% 335
11.8 IPS
 
Object Detection (F16)
100% 344
12.1 IPS
 
Object Detection (I8)
52% 467
16.4 IPS
 
Face Detection (F32)
100% 542
6.23 IPS
 
Face Detection (F16)
100% 543
6.24 IPS
 
Face Detection (I8)
75% 544
6.25 IPS
 
Text Classification (F32)
100% 433
171.2 IPS
 
Text Classification (F16)
100% 573
226.5 IPS
 
Machine Translation (F32)
100% 674
103.9 IPS
 
Machine Translation (F16)
100% 685
105.5 IPS
 

Compare

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