Geekbench ML Score

1011
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date January 25 2023 09:49 AM
Views 1

System Information

System Information
Operating System iOS 16.3
Model iPhone15,3
Model IDiPhone15,3
Motherboard D74AP
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 5.49 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 852
91.3 IPS
 
Image Classification (F16)
100% 817
87.5 IPS
 
Image Classification (I8)
81% 476
51.0 IPS
 
Image Segmentation (F32)
100% 1295
8.00 IPS
 
Image Segmentation (F16)
100% 1270
7.84 IPS
 
Image Segmentation (I8)
89% 1495
9.24 IPS
 
Pose Estimation (F32)
100% 481
1.95 IPS
 
Pose Estimation (F16)
100% 474
1.92 IPS
 
Pose Estimation (I8)
80% 541
2.19 IPS
 
Object Detection (F32)
100% 1236
43.4 IPS
 
Object Detection (F16)
100% 1238
43.4 IPS
 
Object Detection (I8)
52% 756
26.5 IPS
 
Face Detection (F32)
100% 1536
17.7 IPS
 
Face Detection (F16)
100% 1509
17.3 IPS
 
Face Detection (I8)
75% 862
9.90 IPS
 
Text Classification (F32)
100% 1005
397.3 IPS
 
Text Classification (F16)
100% 1041
411.6 IPS
 
Machine Translation (F32)
100% 2263
348.8 IPS
 
Machine Translation (F16)
100% 2259
348.2 IPS
 

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