Upload Date | May 26 2024 05:32 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.5.1 |
Model | iPhone 14 Pro |
Model ID | iPhone15,2 |
Motherboard | D73AP |
CPU Information | |
---|---|
Name | Apple A16 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.46 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 | 5.50 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1442
269.7 IPS |
|
Image Classification (F16)
|
100% |
1856
347.3 IPS |
|
Image Classification (I8)
|
99% |
1892
354.0 IPS |
|
Image Segmentation (F32)
|
100% |
803
13.4 IPS |
|
Image Segmentation (F16)
|
100% |
813
13.6 IPS |
|
Image Segmentation (I8)
|
100% |
811
13.5 IPS |
|
Pose Estimation (F32)
|
100% |
6356
7.70 IPS |
|
Pose Estimation (F16)
|
100% |
14095
17.1 IPS |
|
Pose Estimation (I8)
|
100% |
14124
17.1 IPS |
|
Object Detection (F32)
|
100% |
1447
108.0 IPS |
|
Object Detection (F16)
|
100% |
1974
147.4 IPS |
|
Object Detection (I8)
|
97% |
1445
107.8 IPS |
|
Face Detection (F32)
|
100% |
2778
33.0 IPS |
|
Face Detection (F16)
|
97% |
4405
52.4 IPS |
|
Face Detection (I8)
|
97% |
4470
53.2 IPS |
|
Depth Estimation (F32)
|
100% |
5584
43.3 IPS |
|
Depth Estimation (F16)
|
100% |
8685
67.4 IPS |
|
Depth Estimation (I8)
|
99% |
8686
67.4 IPS |
|
Style Transfer (F32)
|
100% |
17340
22.8 IPS |
|
Style Transfer (F16)
|
100% |
26436
34.8 IPS |
|
Style Transfer (I8)
|
100% |
26357
34.7 IPS |
|
Image Super-Resolution (F32)
|
100% |
4068
145.3 IPS |
|
Image Super-Resolution (F16)
|
100% |
5098
182.1 IPS |
|
Image Super-Resolution (I8)
|
100% |
5075
181.2 IPS |
|
Text Classification (F32)
|
100% |
2369
3.40 KIPS |
|
Text Classification (F16)
|
100% |
3914
5.62 KIPS |
|
Text Classification (I8)
|
96% |
3912
5.62 KIPS |
|
Machine Translation (F32)
|
100% |
1233
22.7 IPS |
|
Machine Translation (F16)
|
100% |
1552
28.6 IPS |
|
Machine Translation (I8)
|
99% |
1241
22.8 IPS |