Geekbench ML Score

355
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date September 28 2021 08:05 PM
Views 1

System Information

System Information
Operating System iOS 15.0
Model iPhone XR
Model IDiPhone11,8
Motherboard N841AP
CPU Information
Name Apple A12 Bionic
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 2.49 GHz
L1 Instruction Cache48.0 KB x 1
L1 Data Cache32.0 KB x 1
L2 Cache2.00 MB x 1
Memory Information
Size 2.77 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 282
30.2 IPS
 
Image Classification (F16)
100% 274
29.4 IPS
 
Image Classification (I8)
81% 172
18.4 IPS
 
Image Segmentation (F32)
100% 494
3.05 IPS
 
Image Segmentation (F16)
100% 497
3.07 IPS
 
Image Segmentation (I8)
89% 704
4.35 IPS
 
Pose Estimation (F32)
100% 131
0.53 IPS
 
Pose Estimation (F16)
100% 131
0.53 IPS
 
Pose Estimation (I8)
80% 180
0.73 IPS
 
Object Detection (F32)
100% 440
15.5 IPS
 
Object Detection (F16)
100% 439
15.4 IPS
 
Object Detection (I8)
52% 341
12.0 IPS
 
Face Detection (F32)
100% 542
6.22 IPS
 
Face Detection (F16)
100% 543
6.24 IPS
 
Face Detection (I8)
75% 434
4.98 IPS
 
Text Classification (F32)
100% 336
133.0 IPS
 
Text Classification (F16)
100% 303
120.0 IPS
 
Machine Translation (F32)
100% 693
106.8 IPS
 
Machine Translation (F16)
100% 695
107.1 IPS
 

Compare

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