Upload Date | July 18 2024 12:16 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.5.1 |
Model | iPad Pro (12.9-inch, 6th generation) |
Model ID | iPad14,5 |
Motherboard | J620AP |
CPU Information | |
---|---|
Name | Apple M2 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.49 GHz |
Cluster 1 | 4 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 | 7.31 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1498
280.3 IPS |
|
Image Classification (F16)
|
100% |
1917
358.7 IPS |
|
Image Classification (I8)
|
99% |
1893
354.3 IPS |
|
Image Segmentation (F32)
|
100% |
798
13.3 IPS |
|
Image Segmentation (F16)
|
100% |
795
13.3 IPS |
|
Image Segmentation (I8)
|
100% |
800
13.4 IPS |
|
Pose Estimation (F32)
|
100% |
5898
7.14 IPS |
|
Pose Estimation (F16)
|
100% |
13885
16.8 IPS |
|
Pose Estimation (I8)
|
100% |
13848
16.8 IPS |
|
Object Detection (F32)
|
100% |
1480
110.5 IPS |
|
Object Detection (F16)
|
100% |
2025
151.2 IPS |
|
Object Detection (I8)
|
97% |
1486
110.9 IPS |
|
Face Detection (F32)
|
100% |
2848
33.9 IPS |
|
Face Detection (F16)
|
97% |
4366
51.9 IPS |
|
Face Detection (I8)
|
97% |
4347
51.7 IPS |
|
Depth Estimation (F32)
|
100% |
5356
41.5 IPS |
|
Depth Estimation (F16)
|
100% |
8632
66.9 IPS |
|
Depth Estimation (I8)
|
99% |
8642
67.0 IPS |
|
Style Transfer (F32)
|
100% |
17006
22.4 IPS |
|
Style Transfer (F16)
|
100% |
26569
34.9 IPS |
|
Style Transfer (I8)
|
100% |
26681
35.1 IPS |
|
Image Super-Resolution (F32)
|
100% |
3746
133.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
4977
177.8 IPS |
|
Image Super-Resolution (I8)
|
100% |
4912
175.4 IPS |
|
Text Classification (F32)
|
100% |
2061
2.96 KIPS |
|
Text Classification (F16)
|
100% |
2939
4.22 KIPS |
|
Text Classification (I8)
|
96% |
2901
4.17 KIPS |
|
Machine Translation (F32)
|
100% |
1268
23.3 IPS |
|
Machine Translation (F16)
|
100% |
1538
28.3 IPS |
|
Machine Translation (I8)
|
99% |
1271
23.4 IPS |