Geekbench ML Score

305
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 23 2021 02:58 AM
Views 1

System Information

System Information
Operating System iOS 14.0.1
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% 225
24.1 IPS
 
Image Classification (F16)
100% 224
24.0 IPS
 
Image Classification (I8)
81% 277
29.7 IPS
 
Image Segmentation (F32)
100% 377
2.33 IPS
 
Image Segmentation (F16)
100% 381
2.35 IPS
 
Image Segmentation (I8)
89% 645
3.98 IPS
 
Pose Estimation (F32)
100% 82
0.33 IPS
 
Pose Estimation (F16)
100% 82
0.33 IPS
 
Pose Estimation (I8)
80% 114
0.46 IPS
 
Object Detection (F32)
100% 337
11.8 IPS
 
Object Detection (F16)
100% 338
11.9 IPS
 
Object Detection (I8)
52% 436
15.3 IPS
 
Face Detection (F32)
100% 419
4.81 IPS
 
Face Detection (F16)
100% 421
4.84 IPS
 
Face Detection (I8)
75% 423
4.86 IPS
 
Text Classification (F32)
100% 435
172.0 IPS
 
Text Classification (F16)
100% 434
171.8 IPS
 
Machine Translation (F32)
100% 488
75.2 IPS
 
Machine Translation (F16)
100% 486
74.9 IPS
 

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