Upload Date | May 18 2024 09:10 AM |
Views | 4 |
System Information | |
---|---|
Operating System | iOS 17.5 |
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 | 7.47 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1711
320.2 IPS |
|
Image Classification (F16)
|
100% |
2172
406.4 IPS |
|
Image Classification (I8)
|
99% |
2164
404.9 IPS |
|
Image Segmentation (F32)
|
100% |
922
15.4 IPS |
|
Image Segmentation (F16)
|
100% |
876
14.6 IPS |
|
Image Segmentation (I8)
|
100% |
888
14.8 IPS |
|
Pose Estimation (F32)
|
100% |
7812
9.46 IPS |
|
Pose Estimation (F16)
|
100% |
16366
19.8 IPS |
|
Pose Estimation (I8)
|
100% |
16354
19.8 IPS |
|
Object Detection (F32)
|
100% |
1665
124.3 IPS |
|
Object Detection (F16)
|
100% |
2276
169.9 IPS |
|
Object Detection (I8)
|
97% |
1664
124.3 IPS |
|
Face Detection (F32)
|
100% |
2924
34.8 IPS |
|
Face Detection (F16)
|
97% |
4846
57.6 IPS |
|
Face Detection (I8)
|
97% |
4867
57.9 IPS |
|
Depth Estimation (F32)
|
100% |
6500
50.4 IPS |
|
Depth Estimation (F16)
|
100% |
9734
75.5 IPS |
|
Depth Estimation (I8)
|
99% |
9777
75.8 IPS |
|
Style Transfer (F32)
|
100% |
20581
27.1 IPS |
|
Style Transfer (F16)
|
100% |
30123
39.6 IPS |
|
Style Transfer (I8)
|
100% |
30088
39.6 IPS |
|
Image Super-Resolution (F32)
|
100% |
5249
187.5 IPS |
|
Image Super-Resolution (F16)
|
100% |
5948
212.4 IPS |
|
Image Super-Resolution (I8)
|
100% |
5888
210.3 IPS |
|
Text Classification (F32)
|
100% |
2933
4.21 KIPS |
|
Text Classification (F16)
|
100% |
4811
6.91 KIPS |
|
Text Classification (I8)
|
96% |
4802
6.90 KIPS |
|
Machine Translation (F32)
|
100% |
1362
25.1 IPS |
|
Machine Translation (F16)
|
100% |
1653
30.4 IPS |
|
Machine Translation (I8)
|
99% |
1337
24.6 IPS |