Upload Date | July 27 2024 03:08 AM |
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% |
1552
290.4 IPS |
|
Image Classification (F16)
|
100% |
2830
529.5 IPS |
|
Image Classification (I8)
|
99% |
2829
529.5 IPS |
|
Image Segmentation (F32)
|
100% |
972
16.2 IPS |
|
Image Segmentation (F16)
|
100% |
1268
21.2 IPS |
|
Image Segmentation (I8)
|
100% |
1237
20.7 IPS |
|
Pose Estimation (F32)
|
100% |
7182
8.70 IPS |
|
Pose Estimation (F16)
|
100% |
14882
18.0 IPS |
|
Pose Estimation (I8)
|
100% |
15123
18.3 IPS |
|
Object Detection (F32)
|
100% |
1624
121.2 IPS |
|
Object Detection (F16)
|
100% |
2754
205.6 IPS |
|
Object Detection (I8)
|
97% |
1616
120.6 IPS |
|
Face Detection (F32)
|
100% |
2956
35.1 IPS |
|
Face Detection (F16)
|
97% |
6118
72.7 IPS |
|
Face Detection (I8)
|
97% |
5822
69.2 IPS |
|
Depth Estimation (F32)
|
100% |
6521
50.6 IPS |
|
Depth Estimation (F16)
|
100% |
13042
101.1 IPS |
|
Depth Estimation (I8)
|
99% |
12912
100.1 IPS |
|
Style Transfer (F32)
|
100% |
20203
26.6 IPS |
|
Style Transfer (F16)
|
100% |
31660
41.6 IPS |
|
Style Transfer (I8)
|
100% |
32261
42.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
5356
191.3 IPS |
|
Image Super-Resolution (F16)
|
100% |
6219
222.1 IPS |
|
Image Super-Resolution (I8)
|
100% |
6222
222.2 IPS |
|
Text Classification (F32)
|
100% |
2989
4.30 KIPS |
|
Text Classification (F16)
|
100% |
5144
7.39 KIPS |
|
Text Classification (I8)
|
96% |
5072
7.29 KIPS |
|
Machine Translation (F32)
|
100% |
1326
24.4 IPS |
|
Machine Translation (F16)
|
100% |
1627
29.9 IPS |
|
Machine Translation (I8)
|
99% |
1289
23.7 IPS |