Upload Date | November 27 2024 03:30 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.3.1 |
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 | 5.56 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
943
176.5 IPS |
|
Image Classification (F16)
|
100% |
913
170.9 IPS |
|
Image Classification (I8)
|
99% |
907
169.8 IPS |
|
Image Segmentation (F32)
|
100% |
626
10.5 IPS |
|
Image Segmentation (F16)
|
100% |
564
9.42 IPS |
|
Image Segmentation (I8)
|
100% |
555
9.27 IPS |
|
Pose Estimation (F32)
|
100% |
5377
6.51 IPS |
|
Pose Estimation (F16)
|
100% |
9642
11.7 IPS |
|
Pose Estimation (I8)
|
100% |
9553
11.6 IPS |
|
Object Detection (F32)
|
100% |
1040
77.6 IPS |
|
Object Detection (F16)
|
100% |
1058
79.0 IPS |
|
Object Detection (I8)
|
97% |
1027
76.7 IPS |
|
Face Detection (F32)
|
100% |
1747
20.8 IPS |
|
Face Detection (F16)
|
100% |
1579
18.8 IPS |
|
Face Detection (I8)
|
99% |
1560
18.5 IPS |
|
Depth Estimation (F32)
|
100% |
3226
25.0 IPS |
|
Depth Estimation (F16)
|
99% |
3640
28.2 IPS |
|
Depth Estimation (I8)
|
99% |
3598
27.9 IPS |
|
Style Transfer (F32)
|
100% |
9891
13.0 IPS |
|
Style Transfer (F16)
|
100% |
11635
15.3 IPS |
|
Style Transfer (I8)
|
100% |
11718
15.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
2404
85.9 IPS |
|
Image Super-Resolution (F16)
|
100% |
2555
91.3 IPS |
|
Image Super-Resolution (I8)
|
100% |
2556
91.3 IPS |
|
Text Classification (F32)
|
100% |
1003
1.44 KIPS |
|
Text Classification (F16)
|
100% |
466
669.8 IPS |
|
Text Classification (I8)
|
96% |
638
917.5 IPS |
|
Machine Translation (F32)
|
100% |
1357
25.0 IPS |
|
Machine Translation (F16)
|
99% |
1740
32.0 IPS |
|
Machine Translation (I8)
|
99% |
1337
24.6 IPS |