Upload Date | May 18 2024 08:50 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 17.5 |
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% |
1613
301.9 IPS |
|
Image Classification (F16)
|
100% |
2103
393.5 IPS |
|
Image Classification (I8)
|
99% |
2113
395.3 IPS |
|
Image Segmentation (F32)
|
100% |
835
14.0 IPS |
|
Image Segmentation (F16)
|
100% |
803
13.4 IPS |
|
Image Segmentation (I8)
|
100% |
814
13.6 IPS |
|
Pose Estimation (F32)
|
100% |
6884
8.34 IPS |
|
Pose Estimation (F16)
|
100% |
14889
18.0 IPS |
|
Pose Estimation (I8)
|
100% |
14968
18.1 IPS |
|
Object Detection (F32)
|
100% |
1580
118.0 IPS |
|
Object Detection (F16)
|
100% |
2223
166.0 IPS |
|
Object Detection (I8)
|
97% |
1571
117.3 IPS |
|
Face Detection (F32)
|
100% |
2729
32.4 IPS |
|
Face Detection (F16)
|
97% |
4547
54.1 IPS |
|
Face Detection (I8)
|
97% |
4512
53.6 IPS |
|
Depth Estimation (F32)
|
100% |
5901
45.8 IPS |
|
Depth Estimation (F16)
|
100% |
9206
71.4 IPS |
|
Depth Estimation (I8)
|
99% |
9266
71.9 IPS |
|
Style Transfer (F32)
|
100% |
18986
25.0 IPS |
|
Style Transfer (F16)
|
100% |
29213
38.4 IPS |
|
Style Transfer (I8)
|
100% |
29062
38.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
4893
174.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
5939
212.1 IPS |
|
Image Super-Resolution (I8)
|
100% |
6184
220.9 IPS |
|
Text Classification (F32)
|
100% |
2927
4.21 KIPS |
|
Text Classification (F16)
|
100% |
4809
6.91 KIPS |
|
Text Classification (I8)
|
96% |
4818
6.92 KIPS |
|
Machine Translation (F32)
|
100% |
1183
21.8 IPS |
|
Machine Translation (F16)
|
100% |
1476
27.2 IPS |
|
Machine Translation (I8)
|
99% |
1157
21.3 IPS |