Upload Date | May 08 2024 06:54 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 17.4.1 |
Model | iPad Pro (12.9-inch 5th generation) |
Model ID | iPad13,8 |
Motherboard | J522AP |
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 | 7.31 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1797
336.3 IPS |
|
Image Classification (F16)
|
100% |
1190
222.7 IPS |
|
Image Classification (I8)
|
99% |
1376
257.4 IPS |
|
Image Segmentation (F32)
|
100% |
826
13.8 IPS |
|
Image Segmentation (F16)
|
100% |
901
15.1 IPS |
|
Image Segmentation (I8)
|
100% |
861
14.4 IPS |
|
Pose Estimation (F32)
|
100% |
15760
19.1 IPS |
|
Pose Estimation (F16)
|
100% |
17952
21.7 IPS |
|
Pose Estimation (I8)
|
100% |
17591
21.3 IPS |
|
Object Detection (F32)
|
100% |
1505
112.4 IPS |
|
Object Detection (F16)
|
100% |
1538
114.8 IPS |
|
Object Detection (I8)
|
97% |
1465
109.4 IPS |
|
Face Detection (F32)
|
100% |
6000
71.3 IPS |
|
Face Detection (F16)
|
98% |
7046
83.8 IPS |
|
Face Detection (I8)
|
97% |
7026
83.5 IPS |
|
Depth Estimation (F32)
|
100% |
12074
93.6 IPS |
|
Depth Estimation (F16)
|
100% |
13547
105.1 IPS |
|
Depth Estimation (I8)
|
37% |
12612
97.8 IPS |
|
Style Transfer (F32)
|
100% |
27517
36.2 IPS |
|
Style Transfer (F16)
|
100% |
32321
42.5 IPS |
|
Style Transfer (I8)
|
100% |
31747
41.8 IPS |
|
Image Super-Resolution (F32)
|
100% |
4850
173.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
5138
183.5 IPS |
|
Image Super-Resolution (I8)
|
100% |
5790
206.8 IPS |
|
Text Classification (F32)
|
100% |
1174
1.69 KIPS |
|
Text Classification (F16)
|
100% |
764
1.10 KIPS |
|
Text Classification (I8)
|
96% |
765
1.10 KIPS |
|
Machine Translation (F32)
|
100% |
534
9.83 IPS |
|
Machine Translation (F16)
|
100% |
537
9.88 IPS |
|
Machine Translation (I8)
|
99% |
541
9.95 IPS |