Upload Date | August 17 2024 11:30 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 17.6.1 |
Model | iPhone 14 Plus |
Model ID | iPhone14,8 |
Motherboard | D28AP |
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 | 5.51 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1407
263.2 IPS |
|
Image Classification (F16)
|
100% |
1745
326.4 IPS |
|
Image Classification (I8)
|
99% |
1740
325.6 IPS |
|
Image Segmentation (F32)
|
100% |
828
13.8 IPS |
|
Image Segmentation (F16)
|
100% |
820
13.7 IPS |
|
Image Segmentation (I8)
|
100% |
822
13.7 IPS |
|
Pose Estimation (F32)
|
100% |
5725
6.93 IPS |
|
Pose Estimation (F16)
|
100% |
13462
16.3 IPS |
|
Pose Estimation (I8)
|
100% |
13429
16.3 IPS |
|
Object Detection (F32)
|
100% |
1394
104.0 IPS |
|
Object Detection (F16)
|
100% |
1871
139.7 IPS |
|
Object Detection (I8)
|
97% |
1390
103.8 IPS |
|
Face Detection (F32)
|
100% |
2470
29.4 IPS |
|
Face Detection (F16)
|
97% |
3937
46.8 IPS |
|
Face Detection (I8)
|
97% |
3951
47.0 IPS |
|
Depth Estimation (F32)
|
100% |
5017
38.9 IPS |
|
Depth Estimation (F16)
|
100% |
8163
63.3 IPS |
|
Depth Estimation (I8)
|
99% |
8155
63.2 IPS |
|
Style Transfer (F32)
|
100% |
16234
21.4 IPS |
|
Style Transfer (F16)
|
100% |
25162
33.1 IPS |
|
Style Transfer (I8)
|
100% |
25271
33.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
3774
134.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
4882
174.4 IPS |
|
Image Super-Resolution (I8)
|
100% |
4894
174.8 IPS |
|
Text Classification (F32)
|
100% |
2187
3.14 KIPS |
|
Text Classification (F16)
|
100% |
3116
4.48 KIPS |
|
Text Classification (I8)
|
96% |
3110
4.47 KIPS |
|
Machine Translation (F32)
|
100% |
1149
21.1 IPS |
|
Machine Translation (F16)
|
100% |
1387
25.5 IPS |
|
Machine Translation (I8)
|
99% |
1090
20.1 IPS |