Upload Date | May 21 2024 11:18 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 17.5.1 |
Model | iPad Pro (11-inch 3rd generation) |
Model ID | iPad13,4 |
Motherboard | J517AP |
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 | 7.33 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1290
241.5 IPS |
|
Image Classification (F16)
|
100% |
1675
313.4 IPS |
|
Image Classification (I8)
|
99% |
1680
314.3 IPS |
|
Image Segmentation (F32)
|
100% |
598
9.99 IPS |
|
Image Segmentation (F16)
|
100% |
594
9.92 IPS |
|
Image Segmentation (I8)
|
100% |
596
9.95 IPS |
|
Pose Estimation (F32)
|
100% |
5631
6.82 IPS |
|
Pose Estimation (F16)
|
100% |
12947
15.7 IPS |
|
Pose Estimation (I8)
|
100% |
12953
15.7 IPS |
|
Object Detection (F32)
|
100% |
1235
92.2 IPS |
|
Object Detection (F16)
|
100% |
1676
125.1 IPS |
|
Object Detection (I8)
|
97% |
1235
92.2 IPS |
|
Face Detection (F32)
|
100% |
2414
28.7 IPS |
|
Face Detection (F16)
|
97% |
4041
48.0 IPS |
|
Face Detection (I8)
|
97% |
4040
48.0 IPS |
|
Depth Estimation (F32)
|
100% |
5217
40.5 IPS |
|
Depth Estimation (F16)
|
100% |
8175
63.4 IPS |
|
Depth Estimation (I8)
|
99% |
8164
63.3 IPS |
|
Style Transfer (F32)
|
100% |
15684
20.6 IPS |
|
Style Transfer (F16)
|
100% |
24410
32.1 IPS |
|
Style Transfer (I8)
|
100% |
24374
32.1 IPS |
|
Image Super-Resolution (F32)
|
100% |
3488
124.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
4512
161.1 IPS |
|
Image Super-Resolution (I8)
|
100% |
4548
162.4 IPS |
|
Text Classification (F32)
|
100% |
2101
3.02 KIPS |
|
Text Classification (F16)
|
100% |
3394
4.88 KIPS |
|
Text Classification (I8)
|
96% |
3382
4.86 KIPS |
|
Machine Translation (F32)
|
100% |
730
13.4 IPS |
|
Machine Translation (F16)
|
100% |
867
15.9 IPS |
|
Machine Translation (I8)
|
99% |
727
13.4 IPS |