Upload Date | May 26 2024 05:23 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.5.1 |
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% |
1650
308.7 IPS |
|
Image Classification (F16)
|
100% |
2118
396.4 IPS |
|
Image Classification (I8)
|
99% |
2135
399.5 IPS |
|
Image Segmentation (F32)
|
100% |
858
14.3 IPS |
|
Image Segmentation (F16)
|
100% |
825
13.8 IPS |
|
Image Segmentation (I8)
|
100% |
823
13.7 IPS |
|
Pose Estimation (F32)
|
100% |
7119
8.62 IPS |
|
Pose Estimation (F16)
|
100% |
15672
19.0 IPS |
|
Pose Estimation (I8)
|
100% |
15767
19.1 IPS |
|
Object Detection (F32)
|
100% |
1631
121.8 IPS |
|
Object Detection (F16)
|
100% |
2237
167.0 IPS |
|
Object Detection (I8)
|
97% |
1622
121.1 IPS |
|
Face Detection (F32)
|
100% |
2807
33.4 IPS |
|
Face Detection (F16)
|
97% |
4700
55.9 IPS |
|
Face Detection (I8)
|
97% |
4708
56.0 IPS |
|
Depth Estimation (F32)
|
100% |
6193
48.0 IPS |
|
Depth Estimation (F16)
|
100% |
9544
74.0 IPS |
|
Depth Estimation (I8)
|
99% |
9616
74.6 IPS |
|
Style Transfer (F32)
|
100% |
19961
26.3 IPS |
|
Style Transfer (F16)
|
100% |
30036
39.5 IPS |
|
Style Transfer (I8)
|
100% |
29910
39.3 IPS |
|
Image Super-Resolution (F32)
|
100% |
5106
182.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
6014
214.8 IPS |
|
Image Super-Resolution (I8)
|
100% |
6004
214.4 IPS |
|
Text Classification (F32)
|
100% |
2933
4.22 KIPS |
|
Text Classification (F16)
|
100% |
4802
6.90 KIPS |
|
Text Classification (I8)
|
96% |
4813
6.92 KIPS |
|
Machine Translation (F32)
|
100% |
1331
24.5 IPS |
|
Machine Translation (F16)
|
100% |
1597
29.4 IPS |
|
Machine Translation (I8)
|
99% |
1284
23.6 IPS |