Geekbench ML Score

362
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date August 15 2024 06:35 PM
Views 1

System Information

System Information
Operating System iOS 15.8.3
Model iPhone 7 Plus
Model IDiPhone9,4
Motherboard D111AP
CPU Information
Name Apple A10 Fusion
Topology 1 Processor, 2 Cores
Identifier ARM
Base Frequency 2.34 GHz
L1 Instruction Cache64.0 KB x 1
L1 Data Cache64.0 KB x 1
L2 Cache3.00 MB x 1
Memory Information
Size 2.93 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 291
31.2 IPS
 
Image Classification (F16)
100% 264
28.2 IPS
 
Image Classification (I8)
81% 486
52.0 IPS
 
Image Segmentation (F32)
100% 463
2.86 IPS
 
Image Segmentation (F16)
100% 451
2.79 IPS
 
Image Segmentation (I8)
89% 815
5.03 IPS
 
Pose Estimation (F32)
100% 143
0.58 IPS
 
Pose Estimation (F16)
100% 136
0.55 IPS
 
Pose Estimation (I8)
80% 148
0.60 IPS
 
Object Detection (F32)
100% 390
13.7 IPS
 
Object Detection (F16)
100% 385
13.5 IPS
 
Object Detection (I8)
52% 592
20.8 IPS
 
Face Detection (F32)
100% 483
5.55 IPS
 
Face Detection (F16)
100% 458
5.27 IPS
 
Face Detection (I8)
75% 484
5.56 IPS
 
Text Classification (F32)
100% 400
158.2 IPS
 
Text Classification (F16)
100% 395
156.2 IPS
 
Machine Translation (F32)
100% 404
62.3 IPS
 
Machine Translation (F16)
100% 382
58.9 IPS
 

Compare

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