Upload Date | April 03 2024 02:23 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% |
1713
320.5 IPS |
|
Image Classification (F16)
|
100% |
2146
401.6 IPS |
|
Image Classification (I8)
|
99% |
2151
402.5 IPS |
|
Image Segmentation (F32)
|
100% |
872
14.6 IPS |
|
Image Segmentation (F16)
|
100% |
846
14.1 IPS |
|
Image Segmentation (I8)
|
100% |
846
14.1 IPS |
|
Pose Estimation (F32)
|
100% |
7724
9.35 IPS |
|
Pose Estimation (F16)
|
100% |
16429
19.9 IPS |
|
Pose Estimation (I8)
|
100% |
16393
19.9 IPS |
|
Object Detection (F32)
|
100% |
1660
123.9 IPS |
|
Object Detection (F16)
|
100% |
2241
167.3 IPS |
|
Object Detection (I8)
|
97% |
1660
123.9 IPS |
|
Face Detection (F32)
|
100% |
2880
34.2 IPS |
|
Face Detection (F16)
|
97% |
4818
57.3 IPS |
|
Face Detection (I8)
|
97% |
4822
57.3 IPS |
|
Depth Estimation (F32)
|
100% |
6543
50.7 IPS |
|
Depth Estimation (F16)
|
100% |
9729
75.4 IPS |
|
Depth Estimation (I8)
|
99% |
9736
75.5 IPS |
|
Style Transfer (F32)
|
100% |
20605
27.1 IPS |
|
Style Transfer (F16)
|
100% |
30188
39.7 IPS |
|
Style Transfer (I8)
|
100% |
30158
39.7 IPS |
|
Image Super-Resolution (F32)
|
100% |
5179
185.0 IPS |
|
Image Super-Resolution (F16)
|
100% |
6024
215.1 IPS |
|
Image Super-Resolution (I8)
|
100% |
5916
211.3 IPS |
|
Text Classification (F32)
|
100% |
2930
4.21 KIPS |
|
Text Classification (F16)
|
100% |
4803
6.90 KIPS |
|
Text Classification (I8)
|
96% |
4817
6.92 KIPS |
|
Machine Translation (F32)
|
100% |
1342
24.7 IPS |
|
Machine Translation (F16)
|
100% |
1630
30.0 IPS |
|
Machine Translation (I8)
|
99% |
1328
24.4 IPS |