Geekbench ML Score

309
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date May 31 2023 01:38 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

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 231
24.7 IPS
 
Image Classification (F16)
100% 232
24.8 IPS
 
Image Classification (I8)
81% 293
31.4 IPS
 
Image Segmentation (F32)
100% 381
2.36 IPS
 
Image Segmentation (F16)
100% 382
2.36 IPS
 
Image Segmentation (I8)
89% 644
3.98 IPS
 
Pose Estimation (F32)
100% 85
0.34 IPS
 
Pose Estimation (F16)
100% 82
0.33 IPS
 
Pose Estimation (I8)
80% 116
0.47 IPS
 
Object Detection (F32)
100% 339
11.9 IPS
 
Object Detection (F16)
100% 339
11.9 IPS
 
Object Detection (I8)
52% 467
16.4 IPS
 
Face Detection (F32)
100% 415
4.77 IPS
 
Face Detection (F16)
100% 425
4.88 IPS
 
Face Detection (I8)
75% 434
4.98 IPS
 
Text Classification (F32)
100% 433
171.4 IPS
 
Text Classification (F16)
100% 434
171.7 IPS
 
Machine Translation (F32)
100% 478
73.7 IPS
 
Machine Translation (F16)
100% 478
73.6 IPS
 

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