Geekbench ML Score

1095
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date September 13 2023 06:07 PM
Views 33

System Information

System Information
Operating System iOS 17.0
Model iPhone15,4
Model IDiPhone15,4
Motherboard D37AP
CPU Information
Name ARM
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 3.44 GHz
L1 Instruction Cache128 KB x 1
L1 Data Cache64.0 KB x 1
L2 Cache4.00 MB x 1
Memory Information
Size 5.54 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 901
96.6 IPS
 
Image Classification (F16)
100% 847
90.8 IPS
 
Image Classification (I8)
81% 478
51.2 IPS
 
Image Segmentation (F32)
100% 1199
7.41 IPS
 
Image Segmentation (F16)
100% 1130
6.98 IPS
 
Image Segmentation (I8)
89% 1482
9.16 IPS
 
Pose Estimation (F32)
100% 426
1.72 IPS
 
Pose Estimation (F16)
100% 413
1.67 IPS
 
Pose Estimation (I8)
80% 474
1.92 IPS
 
Object Detection (F32)
100% 1140
40.0 IPS
 
Object Detection (F16)
100% 1157
40.6 IPS
 
Object Detection (I8)
52% 771
27.1 IPS
 
Face Detection (F32)
100% 1460
16.8 IPS
 
Face Detection (F16)
100% 1418
16.3 IPS
 
Face Detection (I8)
75% 850
9.77 IPS
 
Text Classification (F32)
100% 3015
1.19 KIPS
 
Text Classification (F16)
100% 3087
1.22 KIPS
 
Machine Translation (F32)
100% 2358
363.4 IPS
 
Machine Translation (F16)
100% 2362
364.0 IPS
 

Compare

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