Upload Date | April 13 2024 09:26 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.4.1 |
Model | iPhone 15 |
Model ID | iPhone15,4 |
Motherboard | D37AP |
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 | 5.53 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1448
271.0 IPS |
|
Image Classification (F16)
|
100% |
1891
353.9 IPS |
|
Image Classification (I8)
|
99% |
1871
350.1 IPS |
|
Image Segmentation (F32)
|
100% |
878
14.7 IPS |
|
Image Segmentation (F16)
|
100% |
870
14.5 IPS |
|
Image Segmentation (I8)
|
100% |
877
14.6 IPS |
|
Pose Estimation (F32)
|
100% |
6096
7.38 IPS |
|
Pose Estimation (F16)
|
100% |
14442
17.5 IPS |
|
Pose Estimation (I8)
|
100% |
14436
17.5 IPS |
|
Object Detection (F32)
|
100% |
1478
110.4 IPS |
|
Object Detection (F16)
|
100% |
2001
149.4 IPS |
|
Object Detection (I8)
|
97% |
1471
109.8 IPS |
|
Face Detection (F32)
|
100% |
2820
33.5 IPS |
|
Face Detection (F16)
|
97% |
4435
52.7 IPS |
|
Face Detection (I8)
|
97% |
4446
52.9 IPS |
|
Depth Estimation (F32)
|
100% |
5545
43.0 IPS |
|
Depth Estimation (F16)
|
100% |
8742
67.8 IPS |
|
Depth Estimation (I8)
|
99% |
8734
67.7 IPS |
|
Style Transfer (F32)
|
100% |
17494
23.0 IPS |
|
Style Transfer (F16)
|
100% |
26712
35.1 IPS |
|
Style Transfer (I8)
|
100% |
26438
34.8 IPS |
|
Image Super-Resolution (F32)
|
100% |
4023
143.7 IPS |
|
Image Super-Resolution (F16)
|
100% |
5097
182.0 IPS |
|
Image Super-Resolution (I8)
|
100% |
5188
185.3 IPS |
|
Text Classification (F32)
|
100% |
2386
3.43 KIPS |
|
Text Classification (F16)
|
100% |
3956
5.69 KIPS |
|
Text Classification (I8)
|
96% |
3961
5.69 KIPS |
|
Machine Translation (F32)
|
100% |
1263
23.2 IPS |
|
Machine Translation (F16)
|
100% |
1490
27.4 IPS |
|
Machine Translation (I8)
|
99% |
1188
21.9 IPS |