Upload Date | September 28 2024 04:38 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% |
960
179.7 IPS |
|
Image Classification (F16)
|
100% |
916
171.4 IPS |
|
Image Classification (I8)
|
99% |
921
172.4 IPS |
|
Image Segmentation (F32)
|
100% |
637
10.6 IPS |
|
Image Segmentation (F16)
|
100% |
583
9.73 IPS |
|
Image Segmentation (I8)
|
100% |
579
9.68 IPS |
|
Pose Estimation (F32)
|
100% |
5475
6.63 IPS |
|
Pose Estimation (F16)
|
100% |
9620
11.6 IPS |
|
Pose Estimation (I8)
|
100% |
9547
11.6 IPS |
|
Object Detection (F32)
|
100% |
1023
76.4 IPS |
|
Object Detection (F16)
|
100% |
1064
79.4 IPS |
|
Object Detection (I8)
|
97% |
1040
77.6 IPS |
|
Face Detection (F32)
|
100% |
1771
21.1 IPS |
|
Face Detection (F16)
|
100% |
1628
19.4 IPS |
|
Face Detection (I8)
|
99% |
1623
19.3 IPS |
|
Depth Estimation (F32)
|
100% |
3267
25.3 IPS |
|
Depth Estimation (F16)
|
99% |
3660
28.4 IPS |
|
Depth Estimation (I8)
|
99% |
3656
28.4 IPS |
|
Style Transfer (F32)
|
100% |
9988
13.1 IPS |
|
Style Transfer (F16)
|
100% |
11756
15.5 IPS |
|
Style Transfer (I8)
|
100% |
11788
15.5 IPS |
|
Image Super-Resolution (F32)
|
100% |
2431
86.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
2566
91.6 IPS |
|
Image Super-Resolution (I8)
|
100% |
2551
91.1 IPS |
|
Text Classification (F32)
|
100% |
994
1.43 KIPS |
|
Text Classification (F16)
|
100% |
479
687.8 IPS |
|
Text Classification (I8)
|
96% |
649
932.8 IPS |
|
Machine Translation (F32)
|
100% |
1356
25.0 IPS |
|
Machine Translation (F16)
|
99% |
1794
33.0 IPS |
|
Machine Translation (I8)
|
99% |
1350
24.8 IPS |