Upload Date | July 25 2024 12:42 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 17.5.1 |
Model | iPad Pro (11-inch 3rd generation) |
Model ID | iPad13,6 |
Motherboard | J518AP |
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% |
1296
242.5 IPS |
|
Image Classification (F16)
|
100% |
1679
314.2 IPS |
|
Image Classification (I8)
|
99% |
1681
314.5 IPS |
|
Image Segmentation (F32)
|
100% |
597
9.98 IPS |
|
Image Segmentation (F16)
|
100% |
596
9.96 IPS |
|
Image Segmentation (I8)
|
100% |
597
9.98 IPS |
|
Pose Estimation (F32)
|
100% |
5633
6.82 IPS |
|
Pose Estimation (F16)
|
100% |
12948
15.7 IPS |
|
Pose Estimation (I8)
|
100% |
12953
15.7 IPS |
|
Object Detection (F32)
|
100% |
1286
96.0 IPS |
|
Object Detection (F16)
|
100% |
1735
129.5 IPS |
|
Object Detection (I8)
|
97% |
1277
95.4 IPS |
|
Face Detection (F32)
|
100% |
2385
28.4 IPS |
|
Face Detection (F16)
|
97% |
4037
48.0 IPS |
|
Face Detection (I8)
|
97% |
4034
48.0 IPS |
|
Depth Estimation (F32)
|
100% |
5187
40.2 IPS |
|
Depth Estimation (F16)
|
100% |
8173
63.4 IPS |
|
Depth Estimation (I8)
|
99% |
8178
63.4 IPS |
|
Style Transfer (F32)
|
100% |
15723
20.7 IPS |
|
Style Transfer (F16)
|
100% |
24598
32.4 IPS |
|
Style Transfer (I8)
|
100% |
24421
32.1 IPS |
|
Image Super-Resolution (F32)
|
100% |
3504
125.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
4727
168.8 IPS |
|
Image Super-Resolution (I8)
|
100% |
4573
163.3 IPS |
|
Text Classification (F32)
|
100% |
2101
3.02 KIPS |
|
Text Classification (F16)
|
100% |
3424
4.92 KIPS |
|
Text Classification (I8)
|
96% |
3400
4.89 KIPS |
|
Machine Translation (F32)
|
100% |
731
13.4 IPS |
|
Machine Translation (F16)
|
100% |
869
16.0 IPS |
|
Machine Translation (I8)
|
99% |
728
13.4 IPS |