Upload Date | July 18 2024 08:41 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% |
1675
313.4 IPS |
|
Image Classification (F16)
|
100% |
2123
397.3 IPS |
|
Image Classification (I8)
|
99% |
2155
403.3 IPS |
|
Image Segmentation (F32)
|
100% |
901
15.1 IPS |
|
Image Segmentation (F16)
|
100% |
868
14.5 IPS |
|
Image Segmentation (I8)
|
100% |
881
14.7 IPS |
|
Pose Estimation (F32)
|
100% |
7311
8.85 IPS |
|
Pose Estimation (F16)
|
100% |
15788
19.1 IPS |
|
Pose Estimation (I8)
|
100% |
16046
19.4 IPS |
|
Object Detection (F32)
|
100% |
1620
121.0 IPS |
|
Object Detection (F16)
|
100% |
2266
169.2 IPS |
|
Object Detection (I8)
|
97% |
1653
123.4 IPS |
|
Face Detection (F32)
|
100% |
2874
34.2 IPS |
|
Face Detection (F16)
|
97% |
4761
56.6 IPS |
|
Face Detection (I8)
|
97% |
4742
56.4 IPS |
|
Depth Estimation (F32)
|
100% |
6298
48.8 IPS |
|
Depth Estimation (F16)
|
100% |
9613
74.5 IPS |
|
Depth Estimation (I8)
|
99% |
9630
74.7 IPS |
|
Style Transfer (F32)
|
100% |
20146
26.5 IPS |
|
Style Transfer (F16)
|
100% |
30013
39.5 IPS |
|
Style Transfer (I8)
|
100% |
30145
39.7 IPS |
|
Image Super-Resolution (F32)
|
100% |
5202
185.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
5982
213.6 IPS |
|
Image Super-Resolution (I8)
|
100% |
5976
213.4 IPS |
|
Text Classification (F32)
|
100% |
2924
4.20 KIPS |
|
Text Classification (F16)
|
100% |
4800
6.90 KIPS |
|
Text Classification (I8)
|
96% |
4812
6.92 KIPS |
|
Machine Translation (F32)
|
100% |
1331
24.5 IPS |
|
Machine Translation (F16)
|
100% |
1600
29.5 IPS |
|
Machine Translation (I8)
|
99% |
1286
23.7 IPS |