Upload Date | August 28 2024 10:37 AM |
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% |
573
107.2 IPS |
|
Image Classification (F16)
|
100% |
1024
191.6 IPS |
|
Image Classification (I8)
|
99% |
1025
191.8 IPS |
|
Image Segmentation (F32)
|
100% |
511
8.53 IPS |
|
Image Segmentation (F16)
|
100% |
595
9.93 IPS |
|
Image Segmentation (I8)
|
100% |
600
10.0 IPS |
|
Pose Estimation (F32)
|
100% |
2845
3.45 IPS |
|
Pose Estimation (F16)
|
100% |
6190
7.50 IPS |
|
Pose Estimation (I8)
|
100% |
6168
7.47 IPS |
|
Object Detection (F32)
|
100% |
605
45.2 IPS |
|
Object Detection (F16)
|
100% |
1027
76.7 IPS |
|
Object Detection (I8)
|
97% |
608
45.4 IPS |
|
Face Detection (F32)
|
100% |
1585
18.8 IPS |
|
Face Detection (F16)
|
97% |
2528
30.1 IPS |
|
Face Detection (I8)
|
97% |
2528
30.1 IPS |
|
Depth Estimation (F32)
|
100% |
2509
19.5 IPS |
|
Depth Estimation (F16)
|
100% |
4934
38.3 IPS |
|
Depth Estimation (I8)
|
99% |
4982
38.6 IPS |
|
Style Transfer (F32)
|
100% |
7751
10.2 IPS |
|
Style Transfer (F16)
|
100% |
11825
15.6 IPS |
|
Style Transfer (I8)
|
100% |
11740
15.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
1837
65.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
2236
79.9 IPS |
|
Image Super-Resolution (I8)
|
100% |
2236
79.9 IPS |
|
Text Classification (F32)
|
100% |
1046
1.50 KIPS |
|
Text Classification (F16)
|
100% |
1821
2.62 KIPS |
|
Text Classification (I8)
|
96% |
1835
2.64 KIPS |
|
Machine Translation (F32)
|
100% |
591
10.9 IPS |
|
Machine Translation (F16)
|
100% |
674
12.4 IPS |
|
Machine Translation (I8)
|
99% |
596
11.0 IPS |