Upload Date | July 27 2024 08:03 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.6 |
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% |
1724
322.6 IPS |
|
Image Classification (F16)
|
100% |
2150
402.4 IPS |
|
Image Classification (I8)
|
99% |
2165
405.2 IPS |
|
Image Segmentation (F32)
|
100% |
874
14.6 IPS |
|
Image Segmentation (F16)
|
100% |
851
14.2 IPS |
|
Image Segmentation (I8)
|
100% |
859
14.3 IPS |
|
Pose Estimation (F32)
|
100% |
7680
9.30 IPS |
|
Pose Estimation (F16)
|
100% |
16445
19.9 IPS |
|
Pose Estimation (I8)
|
100% |
16480
20.0 IPS |
|
Object Detection (F32)
|
100% |
1666
124.4 IPS |
|
Object Detection (F16)
|
100% |
2286
170.7 IPS |
|
Object Detection (I8)
|
97% |
1662
124.1 IPS |
|
Face Detection (F32)
|
100% |
2938
34.9 IPS |
|
Face Detection (F16)
|
97% |
4865
57.9 IPS |
|
Face Detection (I8)
|
97% |
4830
57.4 IPS |
|
Depth Estimation (F32)
|
100% |
6503
50.4 IPS |
|
Depth Estimation (F16)
|
100% |
9746
75.6 IPS |
|
Depth Estimation (I8)
|
99% |
9746
75.6 IPS |
|
Style Transfer (F32)
|
100% |
20585
27.1 IPS |
|
Style Transfer (F16)
|
100% |
30133
39.6 IPS |
|
Style Transfer (I8)
|
100% |
30495
40.1 IPS |
|
Image Super-Resolution (F32)
|
100% |
5266
188.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
5911
211.1 IPS |
|
Image Super-Resolution (I8)
|
100% |
6251
223.3 IPS |
|
Text Classification (F32)
|
100% |
2934
4.22 KIPS |
|
Text Classification (F16)
|
100% |
4821
6.93 KIPS |
|
Text Classification (I8)
|
96% |
4923
7.08 KIPS |
|
Machine Translation (F32)
|
100% |
1349
24.8 IPS |
|
Machine Translation (F16)
|
100% |
1653
30.4 IPS |
|
Machine Translation (I8)
|
99% |
1324
24.4 IPS |