Upload Date | July 18 2024 02:52 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 17.5.1 |
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% |
1728
323.4 IPS |
|
Image Classification (F16)
|
100% |
2181
408.2 IPS |
|
Image Classification (I8)
|
99% |
2158
403.9 IPS |
|
Image Segmentation (F32)
|
100% |
894
14.9 IPS |
|
Image Segmentation (F16)
|
100% |
873
14.6 IPS |
|
Image Segmentation (I8)
|
100% |
864
14.4 IPS |
|
Pose Estimation (F32)
|
100% |
7897
9.56 IPS |
|
Pose Estimation (F16)
|
100% |
16434
19.9 IPS |
|
Pose Estimation (I8)
|
100% |
16484
20.0 IPS |
|
Object Detection (F32)
|
100% |
1662
124.1 IPS |
|
Object Detection (F16)
|
100% |
2270
169.5 IPS |
|
Object Detection (I8)
|
97% |
1669
124.6 IPS |
|
Face Detection (F32)
|
100% |
2946
35.0 IPS |
|
Face Detection (F16)
|
97% |
4897
58.2 IPS |
|
Face Detection (I8)
|
97% |
4885
58.1 IPS |
|
Depth Estimation (F32)
|
100% |
6523
50.6 IPS |
|
Depth Estimation (F16)
|
100% |
9758
75.7 IPS |
|
Depth Estimation (I8)
|
99% |
9747
75.6 IPS |
|
Style Transfer (F32)
|
100% |
20743
27.3 IPS |
|
Style Transfer (F16)
|
100% |
30185
39.7 IPS |
|
Style Transfer (I8)
|
100% |
30116
39.6 IPS |
|
Image Super-Resolution (F32)
|
100% |
5239
187.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
6046
215.9 IPS |
|
Image Super-Resolution (I8)
|
100% |
6018
214.9 IPS |
|
Text Classification (F32)
|
100% |
2929
4.21 KIPS |
|
Text Classification (F16)
|
100% |
4788
6.88 KIPS |
|
Text Classification (I8)
|
96% |
4804
6.90 KIPS |
|
Machine Translation (F32)
|
100% |
1363
25.1 IPS |
|
Machine Translation (F16)
|
100% |
1650
30.4 IPS |
|
Machine Translation (I8)
|
99% |
1331
24.5 IPS |