Upload Date | August 01 2024 07:31 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.5.1 |
Model | iPhone 15 |
Model ID | iPhone15,4 |
Motherboard | D37AP |
CPU Information | |
---|---|
Name | Apple A16 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.46 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 | 5.53 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1443
270.1 IPS |
|
Image Classification (F16)
|
100% |
1864
348.8 IPS |
|
Image Classification (I8)
|
99% |
1879
351.6 IPS |
|
Image Segmentation (F32)
|
100% |
877
14.6 IPS |
|
Image Segmentation (F16)
|
100% |
874
14.6 IPS |
|
Image Segmentation (I8)
|
100% |
867
14.5 IPS |
|
Pose Estimation (F32)
|
100% |
5971
7.23 IPS |
|
Pose Estimation (F16)
|
100% |
14160
17.1 IPS |
|
Pose Estimation (I8)
|
100% |
14249
17.3 IPS |
|
Object Detection (F32)
|
100% |
1466
109.4 IPS |
|
Object Detection (F16)
|
100% |
2015
150.4 IPS |
|
Object Detection (I8)
|
97% |
1466
109.5 IPS |
|
Face Detection (F32)
|
100% |
2764
32.9 IPS |
|
Face Detection (F16)
|
97% |
4381
52.1 IPS |
|
Face Detection (I8)
|
97% |
4368
51.9 IPS |
|
Depth Estimation (F32)
|
100% |
5355
41.5 IPS |
|
Depth Estimation (F16)
|
100% |
8648
67.1 IPS |
|
Depth Estimation (I8)
|
99% |
8676
67.3 IPS |
|
Style Transfer (F32)
|
100% |
17278
22.7 IPS |
|
Style Transfer (F16)
|
100% |
26470
34.8 IPS |
|
Style Transfer (I8)
|
100% |
26427
34.8 IPS |
|
Image Super-Resolution (F32)
|
100% |
4048
144.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
5010
178.9 IPS |
|
Image Super-Resolution (I8)
|
100% |
5041
180.0 IPS |
|
Text Classification (F32)
|
100% |
2371
3.41 KIPS |
|
Text Classification (F16)
|
100% |
4081
5.87 KIPS |
|
Text Classification (I8)
|
96% |
3920
5.63 KIPS |
|
Machine Translation (F32)
|
100% |
1200
22.1 IPS |
|
Machine Translation (F16)
|
100% |
1460
26.9 IPS |
|
Machine Translation (I8)
|
99% |
1136
20.9 IPS |