Upload Date | July 06 2024 06:14 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.5.1 |
Model | iPhone 11 |
Model ID | iPhone12,1 |
Motherboard | N104AP |
CPU Information | |
---|---|
Name | Apple A13 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 GHz |
Cluster 1 | 2 Cores |
Cluster 2 | 4 Cores |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.76 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
536
100.3 IPS |
|
Image Classification (F16)
|
100% |
642
120.1 IPS |
|
Image Classification (I8)
|
99% |
641
119.9 IPS |
|
Image Segmentation (F32)
|
100% |
423
7.06 IPS |
|
Image Segmentation (F16)
|
100% |
422
7.05 IPS |
|
Image Segmentation (I8)
|
100% |
423
7.06 IPS |
|
Pose Estimation (F32)
|
100% |
3233
3.91 IPS |
|
Pose Estimation (F16)
|
100% |
5501
6.66 IPS |
|
Pose Estimation (I8)
|
100% |
5493
6.65 IPS |
|
Object Detection (F32)
|
100% |
562
42.0 IPS |
|
Object Detection (F16)
|
100% |
729
54.4 IPS |
|
Object Detection (I8)
|
97% |
563
42.0 IPS |
|
Face Detection (F32)
|
100% |
1094
13.0 IPS |
|
Face Detection (F16)
|
100% |
1146
13.6 IPS |
|
Face Detection (I8)
|
99% |
1148
13.7 IPS |
|
Depth Estimation (F32)
|
100% |
1971
15.3 IPS |
|
Depth Estimation (F16)
|
99% |
2532
19.6 IPS |
|
Depth Estimation (I8)
|
99% |
2524
19.6 IPS |
|
Style Transfer (F32)
|
100% |
5583
7.34 IPS |
|
Style Transfer (F16)
|
100% |
7655
10.1 IPS |
|
Style Transfer (I8)
|
100% |
7628
10.0 IPS |
|
Image Super-Resolution (F32)
|
100% |
1677
59.9 IPS |
|
Image Super-Resolution (F16)
|
100% |
1739
62.1 IPS |
|
Image Super-Resolution (I8)
|
100% |
1736
62.0 IPS |
|
Text Classification (F32)
|
100% |
645
926.7 IPS |
|
Text Classification (F16)
|
100% |
407
585.3 IPS |
|
Text Classification (I8)
|
96% |
410
589.0 IPS |
|
Machine Translation (F32)
|
100% |
751
13.8 IPS |
|
Machine Translation (F16)
|
99% |
1225
22.6 IPS |
|
Machine Translation (I8)
|
99% |
719
13.2 IPS |