Geekbench ML Score

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

Result Information

Upload Date October 22 2024 07:29 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 Core ML
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 233
25.0 IPS
 
Image Classification (F16)
100% 222
23.7 IPS
 
Image Classification (I8)
81% 316
33.8 IPS
 
Image Segmentation (F32)
100% 605
3.74 IPS
 
Image Segmentation (F16)
100% 605
3.74 IPS
 
Image Segmentation (I8)
89% 582
3.59 IPS
 
Pose Estimation (F32)
100% 440
1.78 IPS
 
Pose Estimation (F16)
100% 439
1.78 IPS
 
Pose Estimation (I8)
80% 113
0.46 IPS
 
Object Detection (F32)
100% 390
13.7 IPS
 
Object Detection (F16)
100% 581
20.4 IPS
 
Object Detection (I8)
52% 338
11.9 IPS
 
Face Detection (F32)
100% 784
9.00 IPS
 
Face Detection (F16)
100% 762
8.75 IPS
 
Face Detection (I8)
75% 281
3.22 IPS
 
Text Classification (F32)
98% 131
51.7 IPS
 
Text Classification (F16)
98% 135
53.5 IPS
 
Machine Translation (F32)
100% 495
76.3 IPS
 
Machine Translation (F16)
100% 486
74.8 IPS
 

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