Upload Date | August 15 2024 04:00 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.6.1 |
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% |
1294
242.1 IPS |
|
Image Classification (F16)
|
100% |
1679
314.2 IPS |
|
Image Classification (I8)
|
99% |
1676
313.7 IPS |
|
Image Segmentation (F32)
|
100% |
596
9.95 IPS |
|
Image Segmentation (F16)
|
100% |
595
9.93 IPS |
|
Image Segmentation (I8)
|
100% |
594
9.92 IPS |
|
Pose Estimation (F32)
|
100% |
5634
6.82 IPS |
|
Pose Estimation (F16)
|
100% |
12963
15.7 IPS |
|
Pose Estimation (I8)
|
100% |
12958
15.7 IPS |
|
Object Detection (F32)
|
100% |
1278
95.4 IPS |
|
Object Detection (F16)
|
100% |
1749
130.6 IPS |
|
Object Detection (I8)
|
97% |
1267
94.6 IPS |
|
Face Detection (F32)
|
100% |
2400
28.5 IPS |
|
Face Detection (F16)
|
97% |
4034
48.0 IPS |
|
Face Detection (I8)
|
97% |
4028
47.9 IPS |
|
Depth Estimation (F32)
|
100% |
5178
40.2 IPS |
|
Depth Estimation (F16)
|
100% |
8161
63.3 IPS |
|
Depth Estimation (I8)
|
99% |
8171
63.4 IPS |
|
Style Transfer (F32)
|
100% |
15654
20.6 IPS |
|
Style Transfer (F16)
|
100% |
24365
32.1 IPS |
|
Style Transfer (I8)
|
100% |
24354
32.0 IPS |
|
Image Super-Resolution (F32)
|
100% |
3506
125.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
4579
163.5 IPS |
|
Image Super-Resolution (I8)
|
100% |
4508
161.0 IPS |
|
Text Classification (F32)
|
100% |
2111
3.03 KIPS |
|
Text Classification (F16)
|
100% |
3390
4.87 KIPS |
|
Text Classification (I8)
|
96% |
3417
4.91 KIPS |
|
Machine Translation (F32)
|
100% |
733
13.5 IPS |
|
Machine Translation (F16)
|
100% |
868
16.0 IPS |
|
Machine Translation (I8)
|
99% |
728
13.4 IPS |