Geekbench ML Score

265
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date October 14 2024 07:45 PM
Views 1

System Information

System Information
Operating System iOS 15.8.3
Model iPhone 7
Model IDiPhone9,1
Motherboard D10AP
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 1.95 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 264
28.2 IPS
 
Image Classification (F16)
100% 249
26.7 IPS
 
Image Classification (I8)
81% 427
45.8 IPS
 
Image Segmentation (F32)
100% 459
2.84 IPS
 
Image Segmentation (F16)
100% 410
2.53 IPS
 
Image Segmentation (I8)
89% 600
3.70 IPS
 
Pose Estimation (F32)
100% 89
0.36 IPS
 
Pose Estimation (F16)
100% 77
0.31 IPS
 
Pose Estimation (I8)
80% 98
0.40 IPS
 
Object Detection (F32)
100% 239
8.39 IPS
 
Object Detection (F16)
100% 239
8.38 IPS
 
Object Detection (I8)
52% 336
11.8 IPS
 
Face Detection (F32)
100% 310
3.56 IPS
 
Face Detection (F16)
100% 309
3.55 IPS
 
Face Detection (I8)
75% 320
3.68 IPS
 
Text Classification (F32)
100% 304
120.2 IPS
 
Text Classification (F16)
100% 306
120.9 IPS
 
Machine Translation (F32)
100% 316
48.7 IPS
 
Machine Translation (F16)
100% 314
48.5 IPS
 

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