Upload Date | August 15 2024 05:12 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 18.1 |
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 | 7.48 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1641
307.2 IPS |
|
Image Classification (F16)
|
100% |
2889
540.5 IPS |
|
Image Classification (I8)
|
99% |
2896
541.9 IPS |
|
Image Segmentation (F32)
|
100% |
957
16.0 IPS |
|
Image Segmentation (F16)
|
100% |
1195
20.0 IPS |
|
Image Segmentation (I8)
|
100% |
1252
20.9 IPS |
|
Pose Estimation (F32)
|
100% |
7986
9.67 IPS |
|
Pose Estimation (F16)
|
100% |
16767
20.3 IPS |
|
Pose Estimation (I8)
|
100% |
16595
20.1 IPS |
|
Object Detection (F32)
|
100% |
1678
125.3 IPS |
|
Object Detection (F16)
|
100% |
2760
206.1 IPS |
|
Object Detection (I8)
|
97% |
1680
125.4 IPS |
|
Face Detection (F32)
|
100% |
3151
37.5 IPS |
|
Face Detection (F16)
|
97% |
6388
76.0 IPS |
|
Face Detection (I8)
|
97% |
6374
75.8 IPS |
|
Depth Estimation (F32)
|
100% |
7023
54.5 IPS |
|
Depth Estimation (F16)
|
100% |
13636
105.7 IPS |
|
Depth Estimation (I8)
|
99% |
13604
105.5 IPS |
|
Style Transfer (F32)
|
100% |
21436
28.2 IPS |
|
Style Transfer (F16)
|
100% |
32107
42.2 IPS |
|
Style Transfer (I8)
|
100% |
32554
42.8 IPS |
|
Image Super-Resolution (F32)
|
100% |
5501
196.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
6154
219.8 IPS |
|
Image Super-Resolution (I8)
|
100% |
6106
218.1 IPS |
|
Text Classification (F32)
|
100% |
2933
4.22 KIPS |
|
Text Classification (F16)
|
100% |
5106
7.34 KIPS |
|
Text Classification (I8)
|
96% |
4988
7.17 KIPS |
|
Machine Translation (F32)
|
100% |
1388
25.5 IPS |
|
Machine Translation (F16)
|
100% |
1585
29.2 IPS |
|
Machine Translation (I8)
|
99% |
1326
24.4 IPS |