Upload Date | July 26 2024 07:34 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 18.0 |
Model | iPhone 15 Pro |
Model ID | iPhone16,1 |
Motherboard | D83AP |
CPU Information | |
---|---|
Name | Apple A17 Pro |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.78 GHz |
Cluster 1 | 2 Cores |
Cluster 2 | 4 Cores |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 7.50 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1640
306.9 IPS |
|
Image Classification (F16)
|
100% |
2889
540.6 IPS |
|
Image Classification (I8)
|
99% |
2909
544.4 IPS |
|
Image Segmentation (F32)
|
100% |
985
16.4 IPS |
|
Image Segmentation (F16)
|
100% |
1251
20.9 IPS |
|
Image Segmentation (I8)
|
100% |
1314
21.9 IPS |
|
Pose Estimation (F32)
|
100% |
7859
9.52 IPS |
|
Pose Estimation (F16)
|
100% |
16375
19.8 IPS |
|
Pose Estimation (I8)
|
100% |
16170
19.6 IPS |
|
Object Detection (F32)
|
100% |
1670
124.7 IPS |
|
Object Detection (F16)
|
100% |
2777
207.4 IPS |
|
Object Detection (I8)
|
97% |
1678
125.3 IPS |
|
Face Detection (F32)
|
100% |
3143
37.4 IPS |
|
Face Detection (F16)
|
97% |
6437
76.5 IPS |
|
Face Detection (I8)
|
97% |
6455
76.7 IPS |
|
Depth Estimation (F32)
|
100% |
7033
54.5 IPS |
|
Depth Estimation (F16)
|
100% |
13581
105.3 IPS |
|
Depth Estimation (I8)
|
99% |
13643
105.8 IPS |
|
Style Transfer (F32)
|
100% |
21524
28.3 IPS |
|
Style Transfer (F16)
|
100% |
31980
42.1 IPS |
|
Style Transfer (I8)
|
100% |
32317
42.5 IPS |
|
Image Super-Resolution (F32)
|
100% |
5473
195.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
6093
217.6 IPS |
|
Image Super-Resolution (I8)
|
100% |
6114
218.4 IPS |
|
Text Classification (F32)
|
100% |
2947
4.24 KIPS |
|
Text Classification (F16)
|
100% |
5025
7.22 KIPS |
|
Text Classification (I8)
|
96% |
5041
7.24 KIPS |
|
Machine Translation (F32)
|
100% |
1403
25.8 IPS |
|
Machine Translation (F16)
|
100% |
1719
31.6 IPS |
|
Machine Translation (I8)
|
99% |
1348
24.8 IPS |