Upload Date | May 08 2024 01:45 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.4.1 |
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 | Neural Engine |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1741
325.8 IPS |
|
Image Classification (F16)
|
100% |
6279
1.17 KIPS |
|
Image Classification (I8)
|
99% |
6789
1.27 KIPS |
|
Image Segmentation (F32)
|
100% |
1447
24.2 IPS |
|
Image Segmentation (F16)
|
100% |
1874
31.3 IPS |
|
Image Segmentation (I8)
|
100% |
1875
31.3 IPS |
|
Pose Estimation (F32)
|
100% |
14874
18.0 IPS |
|
Pose Estimation (F16)
|
100% |
82505
99.9 IPS |
|
Pose Estimation (I8)
|
100% |
87173
105.6 IPS |
|
Object Detection (F32)
|
100% |
1540
115.0 IPS |
|
Object Detection (F16)
|
100% |
3785
282.5 IPS |
|
Object Detection (I8)
|
97% |
1629
121.6 IPS |
|
Face Detection (F32)
|
100% |
6337
75.3 IPS |
|
Face Detection (F16)
|
97% |
10617
126.2 IPS |
|
Face Detection (I8)
|
96% |
10611
126.2 IPS |
|
Depth Estimation (F32)
|
100% |
12438
96.5 IPS |
|
Depth Estimation (F16)
|
100% |
38008
294.8 IPS |
|
Depth Estimation (I8)
|
37% |
49793
386.1 IPS |
|
Style Transfer (F32)
|
100% |
29626
39.0 IPS |
|
Style Transfer (F16)
|
100% |
121154
159.4 IPS |
|
Style Transfer (I8)
|
100% |
124120
163.3 IPS |
|
Image Super-Resolution (F32)
|
100% |
7226
258.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
17933
640.5 IPS |
|
Image Super-Resolution (I8)
|
100% |
19111
682.5 IPS |
|
Text Classification (F32)
|
100% |
689
989.6 IPS |
|
Text Classification (F16)
|
100% |
497
713.8 IPS |
|
Text Classification (I8)
|
96% |
312
448.2 IPS |
|
Machine Translation (F32)
|
100% |
747
13.7 IPS |
|
Machine Translation (F16)
|
100% |
1554
28.6 IPS |
|
Machine Translation (I8)
|
99% |
675
12.4 IPS |