Upload Date | July 26 2024 02:39 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.5.1 |
Model | iPhone 14 |
Model ID | iPhone14,7 |
Motherboard | D27AP |
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 | 5.54 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1393
260.7 IPS |
|
Image Classification (F16)
|
100% |
1740
325.7 IPS |
|
Image Classification (I8)
|
99% |
1738
325.2 IPS |
|
Image Segmentation (F32)
|
100% |
822
13.7 IPS |
|
Image Segmentation (F16)
|
100% |
813
13.6 IPS |
|
Image Segmentation (I8)
|
100% |
814
13.6 IPS |
|
Pose Estimation (F32)
|
100% |
5685
6.88 IPS |
|
Pose Estimation (F16)
|
100% |
13359
16.2 IPS |
|
Pose Estimation (I8)
|
100% |
13451
16.3 IPS |
|
Object Detection (F32)
|
100% |
1387
103.6 IPS |
|
Object Detection (F16)
|
100% |
1876
140.1 IPS |
|
Object Detection (I8)
|
97% |
1379
102.9 IPS |
|
Face Detection (F32)
|
100% |
2469
29.4 IPS |
|
Face Detection (F16)
|
97% |
3933
46.8 IPS |
|
Face Detection (I8)
|
97% |
3941
46.9 IPS |
|
Depth Estimation (F32)
|
100% |
5009
38.8 IPS |
|
Depth Estimation (F16)
|
100% |
8137
63.1 IPS |
|
Depth Estimation (I8)
|
99% |
8156
63.3 IPS |
|
Style Transfer (F32)
|
100% |
16174
21.3 IPS |
|
Style Transfer (F16)
|
100% |
25061
33.0 IPS |
|
Style Transfer (I8)
|
100% |
25094
33.0 IPS |
|
Image Super-Resolution (F32)
|
100% |
3816
136.3 IPS |
|
Image Super-Resolution (F16)
|
100% |
4833
172.6 IPS |
|
Image Super-Resolution (I8)
|
100% |
4935
176.3 IPS |
|
Text Classification (F32)
|
100% |
2147
3.09 KIPS |
|
Text Classification (F16)
|
100% |
3340
4.80 KIPS |
|
Text Classification (I8)
|
96% |
3322
4.77 KIPS |
|
Machine Translation (F32)
|
100% |
1136
20.9 IPS |
|
Machine Translation (F16)
|
100% |
1388
25.5 IPS |
|
Machine Translation (I8)
|
99% |
1098
20.2 IPS |