Upload Date | July 18 2024 12:22 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% |
1487
278.2 IPS |
|
Image Classification (F16)
|
100% |
1894
354.4 IPS |
|
Image Classification (I8)
|
99% |
1906
356.6 IPS |
|
Image Segmentation (F32)
|
100% |
796
13.3 IPS |
|
Image Segmentation (F16)
|
100% |
800
13.4 IPS |
|
Image Segmentation (I8)
|
100% |
793
13.2 IPS |
|
Pose Estimation (F32)
|
100% |
5920
7.17 IPS |
|
Pose Estimation (F16)
|
100% |
13858
16.8 IPS |
|
Pose Estimation (I8)
|
100% |
13822
16.7 IPS |
|
Object Detection (F32)
|
100% |
1467
109.5 IPS |
|
Object Detection (F16)
|
100% |
2025
151.2 IPS |
|
Object Detection (I8)
|
97% |
1475
110.1 IPS |
|
Face Detection (F32)
|
100% |
2851
33.9 IPS |
|
Face Detection (F16)
|
97% |
4366
51.9 IPS |
|
Face Detection (I8)
|
97% |
4365
51.9 IPS |
|
Depth Estimation (F32)
|
100% |
5344
41.4 IPS |
|
Depth Estimation (F16)
|
100% |
8581
66.5 IPS |
|
Depth Estimation (I8)
|
99% |
8606
66.7 IPS |
|
Style Transfer (F32)
|
100% |
16979
22.3 IPS |
|
Style Transfer (F16)
|
100% |
26477
34.8 IPS |
|
Style Transfer (I8)
|
100% |
26556
34.9 IPS |
|
Image Super-Resolution (F32)
|
100% |
3767
134.5 IPS |
|
Image Super-Resolution (F16)
|
100% |
4947
176.7 IPS |
|
Image Super-Resolution (I8)
|
100% |
5031
179.7 IPS |
|
Text Classification (F32)
|
100% |
2097
3.01 KIPS |
|
Text Classification (F16)
|
100% |
3172
4.56 KIPS |
|
Text Classification (I8)
|
96% |
3140
4.51 KIPS |
|
Machine Translation (F32)
|
100% |
1267
23.3 IPS |
|
Machine Translation (F16)
|
100% |
1539
28.3 IPS |
|
Machine Translation (I8)
|
99% |
1265
23.3 IPS |