Upload Date | July 25 2024 09:38 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 17.5.1 |
Model | iPad14,8 |
Model ID | iPad14,8 |
Motherboard | J507AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.49 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 | 7.47 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1478
276.6 IPS |
|
Image Classification (F16)
|
100% |
1853
346.7 IPS |
|
Image Classification (I8)
|
99% |
1863
348.7 IPS |
|
Image Segmentation (F32)
|
100% |
806
13.5 IPS |
|
Image Segmentation (F16)
|
100% |
786
13.1 IPS |
|
Image Segmentation (I8)
|
100% |
776
13.0 IPS |
|
Pose Estimation (F32)
|
100% |
5930
7.18 IPS |
|
Pose Estimation (F16)
|
100% |
13863
16.8 IPS |
|
Pose Estimation (I8)
|
100% |
13802
16.7 IPS |
|
Object Detection (F32)
|
100% |
1472
109.9 IPS |
|
Object Detection (F16)
|
100% |
1985
148.2 IPS |
|
Object Detection (I8)
|
97% |
1455
108.7 IPS |
|
Face Detection (F32)
|
100% |
2840
33.8 IPS |
|
Face Detection (F16)
|
97% |
4363
51.9 IPS |
|
Face Detection (I8)
|
97% |
4347
51.7 IPS |
|
Depth Estimation (F32)
|
100% |
5350
41.5 IPS |
|
Depth Estimation (F16)
|
100% |
8571
66.5 IPS |
|
Depth Estimation (I8)
|
99% |
8576
66.5 IPS |
|
Style Transfer (F32)
|
100% |
17009
22.4 IPS |
|
Style Transfer (F16)
|
100% |
26401
34.7 IPS |
|
Style Transfer (I8)
|
100% |
26328
34.6 IPS |
|
Image Super-Resolution (F32)
|
100% |
3800
135.7 IPS |
|
Image Super-Resolution (F16)
|
100% |
4874
174.1 IPS |
|
Image Super-Resolution (I8)
|
100% |
4898
174.9 IPS |
|
Text Classification (F32)
|
100% |
2041
2.93 KIPS |
|
Text Classification (F16)
|
100% |
3267
4.70 KIPS |
|
Text Classification (I8)
|
96% |
2851
4.10 KIPS |
|
Machine Translation (F32)
|
100% |
1285
23.6 IPS |
|
Machine Translation (F16)
|
100% |
1539
28.3 IPS |
|
Machine Translation (I8)
|
99% |
1259
23.2 IPS |