Upload Date | May 08 2024 01:07 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.4.1 |
Model | iPad Pro (12.9-inch 5th generation) |
Model ID | iPad13,11 |
Motherboard | J523xAP |
CPU Information | |
---|---|
Name | Apple M1 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.19 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 | 15.31 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1280
239.5 IPS |
|
Image Classification (F16)
|
100% |
1662
310.9 IPS |
|
Image Classification (I8)
|
99% |
1671
312.7 IPS |
|
Image Segmentation (F32)
|
100% |
589
9.84 IPS |
|
Image Segmentation (F16)
|
100% |
590
9.85 IPS |
|
Image Segmentation (I8)
|
100% |
591
9.87 IPS |
|
Pose Estimation (F32)
|
100% |
5624
6.81 IPS |
|
Pose Estimation (F16)
|
100% |
12922
15.6 IPS |
|
Pose Estimation (I8)
|
100% |
12939
15.7 IPS |
|
Object Detection (F32)
|
100% |
1296
96.8 IPS |
|
Object Detection (F16)
|
100% |
1729
129.1 IPS |
|
Object Detection (I8)
|
97% |
1296
96.8 IPS |
|
Face Detection (F32)
|
100% |
2358
28.0 IPS |
|
Face Detection (F16)
|
97% |
3990
47.4 IPS |
|
Face Detection (I8)
|
97% |
3986
47.4 IPS |
|
Depth Estimation (F32)
|
100% |
5196
40.3 IPS |
|
Depth Estimation (F16)
|
100% |
8149
63.2 IPS |
|
Depth Estimation (I8)
|
99% |
8139
63.1 IPS |
|
Style Transfer (F32)
|
100% |
15602
20.5 IPS |
|
Style Transfer (F16)
|
100% |
24324
32.0 IPS |
|
Style Transfer (I8)
|
100% |
24464
32.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
3472
124.0 IPS |
|
Image Super-Resolution (F16)
|
100% |
4511
161.1 IPS |
|
Image Super-Resolution (I8)
|
100% |
4513
161.2 IPS |
|
Text Classification (F32)
|
100% |
2106
3.03 KIPS |
|
Text Classification (F16)
|
100% |
3421
4.92 KIPS |
|
Text Classification (I8)
|
96% |
3407
4.90 KIPS |
|
Machine Translation (F32)
|
100% |
728
13.4 IPS |
|
Machine Translation (F16)
|
100% |
864
15.9 IPS |
|
Machine Translation (I8)
|
99% |
729
13.4 IPS |