Geekbench ML Score

268
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date November 14 2024 06:47 AM
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% 222
23.8 IPS
 
Image Classification (F16)
100% 225
24.1 IPS
 
Image Classification (I8)
81% 387
41.4 IPS
 
Image Segmentation (F32)
100% 377
2.33 IPS
 
Image Segmentation (F16)
100% 332
2.05 IPS
 
Image Segmentation (I8)
89% 506
3.12 IPS
 
Pose Estimation (F32)
100% 87
0.35 IPS
 
Pose Estimation (F16)
100% 114
0.46 IPS
 
Pose Estimation (I8)
80% 138
0.56 IPS
 
Object Detection (F32)
100% 279
9.78 IPS
 
Object Detection (F16)
100% 245
8.58 IPS
 
Object Detection (I8)
52% 359
12.6 IPS
 
Face Detection (F32)
100% 313
3.60 IPS
 
Face Detection (F16)
100% 316
3.63 IPS
 
Face Detection (I8)
75% 334
3.84 IPS
 
Text Classification (F32)
100% 316
124.8 IPS
 
Text Classification (F16)
100% 315
124.7 IPS
 
Machine Translation (F32)
100% 324
49.9 IPS
 
Machine Translation (F16)
100% 323
49.8 IPS
 

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