Upload Date | May 29 2024 08:09 AM |
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% |
1632
305.4 IPS |
|
Image Classification (F16)
|
100% |
2163
404.8 IPS |
|
Image Classification (I8)
|
99% |
2154
403.0 IPS |
|
Image Segmentation (F32)
|
100% |
893
14.9 IPS |
|
Image Segmentation (F16)
|
100% |
839
14.0 IPS |
|
Image Segmentation (I8)
|
100% |
850
14.2 IPS |
|
Pose Estimation (F32)
|
100% |
7180
8.70 IPS |
|
Pose Estimation (F16)
|
100% |
15532
18.8 IPS |
|
Pose Estimation (I8)
|
100% |
15521
18.8 IPS |
|
Object Detection (F32)
|
100% |
1615
120.6 IPS |
|
Object Detection (F16)
|
100% |
2236
167.0 IPS |
|
Object Detection (I8)
|
97% |
1628
121.5 IPS |
|
Face Detection (F32)
|
100% |
2776
33.0 IPS |
|
Face Detection (F16)
|
97% |
4670
55.5 IPS |
|
Face Detection (I8)
|
97% |
4626
55.0 IPS |
|
Depth Estimation (F32)
|
100% |
6109
47.4 IPS |
|
Depth Estimation (F16)
|
100% |
9379
72.7 IPS |
|
Depth Estimation (I8)
|
99% |
9454
73.3 IPS |
|
Style Transfer (F32)
|
100% |
19760
26.0 IPS |
|
Style Transfer (F16)
|
100% |
29910
39.3 IPS |
|
Style Transfer (I8)
|
100% |
30003
39.5 IPS |
|
Image Super-Resolution (F32)
|
100% |
5006
178.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
6307
225.3 IPS |
|
Image Super-Resolution (I8)
|
100% |
6228
222.4 IPS |
|
Text Classification (F32)
|
100% |
2934
4.22 KIPS |
|
Text Classification (F16)
|
100% |
4821
6.93 KIPS |
|
Text Classification (I8)
|
96% |
4812
6.92 KIPS |
|
Machine Translation (F32)
|
100% |
1287
23.7 IPS |
|
Machine Translation (F16)
|
100% |
1543
28.4 IPS |
|
Machine Translation (I8)
|
99% |
1257
23.1 IPS |