Upload Date | May 10 2024 03:45 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.4.1 |
Model | iPhone 15 Pro Max |
Model ID | iPhone16,2 |
Motherboard | D84AP |
CPU Information | |
---|---|
Name | Apple A17 Pro |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.78 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 | 7.44 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1692
316.6 IPS |
|
Image Classification (F16)
|
100% |
2176
407.2 IPS |
|
Image Classification (I8)
|
99% |
2186
409.1 IPS |
|
Image Segmentation (F32)
|
100% |
945
15.8 IPS |
|
Image Segmentation (F16)
|
100% |
876
14.6 IPS |
|
Image Segmentation (I8)
|
100% |
866
14.5 IPS |
|
Pose Estimation (F32)
|
100% |
7618
9.23 IPS |
|
Pose Estimation (F16)
|
100% |
16329
19.8 IPS |
|
Pose Estimation (I8)
|
100% |
16368
19.8 IPS |
|
Object Detection (F32)
|
100% |
1659
123.9 IPS |
|
Object Detection (F16)
|
100% |
2260
168.7 IPS |
|
Object Detection (I8)
|
97% |
1666
124.3 IPS |
|
Face Detection (F32)
|
100% |
2857
34.0 IPS |
|
Face Detection (F16)
|
97% |
4791
57.0 IPS |
|
Face Detection (I8)
|
97% |
4816
57.3 IPS |
|
Depth Estimation (F32)
|
100% |
6387
49.5 IPS |
|
Depth Estimation (F16)
|
100% |
9715
75.3 IPS |
|
Depth Estimation (I8)
|
99% |
9746
75.6 IPS |
|
Style Transfer (F32)
|
100% |
20730
27.3 IPS |
|
Style Transfer (F16)
|
100% |
30252
39.8 IPS |
|
Style Transfer (I8)
|
100% |
31180
41.0 IPS |
|
Image Super-Resolution (F32)
|
100% |
5143
183.7 IPS |
|
Image Super-Resolution (F16)
|
100% |
6023
215.1 IPS |
|
Image Super-Resolution (I8)
|
100% |
6248
223.1 IPS |
|
Text Classification (F32)
|
100% |
2935
4.22 KIPS |
|
Text Classification (F16)
|
100% |
4816
6.92 KIPS |
|
Text Classification (I8)
|
96% |
4846
6.97 KIPS |
|
Machine Translation (F32)
|
100% |
1347
24.8 IPS |
|
Machine Translation (F16)
|
100% |
1630
30.0 IPS |
|
Machine Translation (I8)
|
99% |
1326
24.4 IPS |