Upload Date | July 18 2024 04:57 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.5.1 |
Model | iPad Pro (12.9-inch 5th generation) |
Model ID | iPad13,10 |
Motherboard | J523AP |
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 | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1296
242.6 IPS |
|
Image Classification (F16)
|
100% |
1676
313.7 IPS |
|
Image Classification (I8)
|
99% |
1678
314.0 IPS |
|
Image Segmentation (F32)
|
100% |
608
10.2 IPS |
|
Image Segmentation (F16)
|
100% |
596
9.95 IPS |
|
Image Segmentation (I8)
|
100% |
603
10.1 IPS |
|
Pose Estimation (F32)
|
100% |
5650
6.84 IPS |
|
Pose Estimation (F16)
|
100% |
12946
15.7 IPS |
|
Pose Estimation (I8)
|
100% |
12924
15.7 IPS |
|
Object Detection (F32)
|
100% |
1298
96.9 IPS |
|
Object Detection (F16)
|
100% |
1740
129.9 IPS |
|
Object Detection (I8)
|
97% |
1275
95.2 IPS |
|
Face Detection (F32)
|
100% |
2388
28.4 IPS |
|
Face Detection (F16)
|
97% |
4034
48.0 IPS |
|
Face Detection (I8)
|
97% |
4038
48.0 IPS |
|
Depth Estimation (F32)
|
100% |
5202
40.3 IPS |
|
Depth Estimation (F16)
|
100% |
8186
63.5 IPS |
|
Depth Estimation (I8)
|
99% |
8165
63.3 IPS |
|
Style Transfer (F32)
|
100% |
15683
20.6 IPS |
|
Style Transfer (F16)
|
100% |
24408
32.1 IPS |
|
Style Transfer (I8)
|
100% |
24432
32.1 IPS |
|
Image Super-Resolution (F32)
|
100% |
3509
125.3 IPS |
|
Image Super-Resolution (F16)
|
100% |
4489
160.3 IPS |
|
Image Super-Resolution (I8)
|
100% |
4575
163.4 IPS |
|
Text Classification (F32)
|
100% |
2104
3.02 KIPS |
|
Text Classification (F16)
|
100% |
3401
4.89 KIPS |
|
Text Classification (I8)
|
96% |
3378
4.86 KIPS |
|
Machine Translation (F32)
|
100% |
729
13.4 IPS |
|
Machine Translation (F16)
|
100% |
869
16.0 IPS |
|
Machine Translation (I8)
|
99% |
726
13.4 IPS |