Upload Date | September 17 2024 01:25 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 18.0 |
Model | iPhone SE (3rd generation) |
Model ID | iPhone14,6 |
Motherboard | D49AP |
CPU Information | |
---|---|
Name | Apple A15 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.23 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 | 3.80 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
571
106.8 IPS |
|
Image Classification (F16)
|
100% |
1015
189.9 IPS |
|
Image Classification (I8)
|
99% |
1006
188.2 IPS |
|
Image Segmentation (F32)
|
100% |
505
8.44 IPS |
|
Image Segmentation (F16)
|
100% |
593
9.90 IPS |
|
Image Segmentation (I8)
|
100% |
592
9.89 IPS |
|
Pose Estimation (F32)
|
100% |
2865
3.47 IPS |
|
Pose Estimation (F16)
|
100% |
6199
7.51 IPS |
|
Pose Estimation (I8)
|
100% |
6184
7.49 IPS |
|
Object Detection (F32)
|
100% |
580
43.3 IPS |
|
Object Detection (F16)
|
100% |
1002
74.8 IPS |
|
Object Detection (I8)
|
97% |
596
44.5 IPS |
|
Face Detection (F32)
|
100% |
1548
18.4 IPS |
|
Face Detection (F16)
|
97% |
2553
30.4 IPS |
|
Face Detection (I8)
|
97% |
2551
30.3 IPS |
|
Depth Estimation (F32)
|
100% |
2448
19.0 IPS |
|
Depth Estimation (F16)
|
100% |
4929
38.2 IPS |
|
Depth Estimation (I8)
|
99% |
4915
38.1 IPS |
|
Style Transfer (F32)
|
100% |
7811
10.3 IPS |
|
Style Transfer (F16)
|
100% |
11828
15.6 IPS |
|
Style Transfer (I8)
|
100% |
10055
13.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
1825
65.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
2253
80.5 IPS |
|
Image Super-Resolution (I8)
|
100% |
2296
82.0 IPS |
|
Text Classification (F32)
|
100% |
1045
1.50 KIPS |
|
Text Classification (F16)
|
100% |
1828
2.63 KIPS |
|
Text Classification (I8)
|
96% |
1835
2.64 KIPS |
|
Machine Translation (F32)
|
100% |
595
11.0 IPS |
|
Machine Translation (F16)
|
100% |
669
12.3 IPS |
|
Machine Translation (I8)
|
99% |
595
11.0 IPS |