Geekbench ML Score

284
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date May 31 2023 12:54 AM
Views 1

System Information

System Information
Operating System iOS 16.5
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
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 219
23.5 IPS
 
Image Classification (F16)
100% 210
22.5 IPS
 
Image Classification (I8)
81% 269
28.8 IPS
 
Image Segmentation (F32)
100% 363
2.24 IPS
 
Image Segmentation (F16)
100% 365
2.25 IPS
 
Image Segmentation (I8)
89% 581
3.59 IPS
 
Pose Estimation (F32)
100% 79
0.32 IPS
 
Pose Estimation (F16)
100% 81
0.33 IPS
 
Pose Estimation (I8)
80% 109
0.44 IPS
 
Object Detection (F32)
100% 320
11.2 IPS
 
Object Detection (F16)
100% 323
11.3 IPS
 
Object Detection (I8)
52% 436
15.3 IPS
 
Face Detection (F32)
100% 388
4.46 IPS
 
Face Detection (F16)
100% 370
4.25 IPS
 
Face Detection (I8)
75% 406
4.67 IPS
 
Text Classification (F32)
100% 271
107.3 IPS
 
Text Classification (F16)
100% 406
160.7 IPS
 
Machine Translation (F32)
100% 461
71.0 IPS
 
Machine Translation (F16)
100% 466
71.8 IPS
 

Compare

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