Upload Date | May 17 2022 01:06 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.5 |
Model | iPad13,16 |
Model ID | iPad13,16 |
Motherboard | J407AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.19 GHz |
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 | 7.45 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
6076
651.0 IPS |
|
Image Classification (F16)
|
100% |
6099
653.5 IPS |
|
Image Classification (I8)
|
81% |
688
73.7 IPS |
|
Image Segmentation (F32)
|
100% |
2224
13.7 IPS |
|
Image Segmentation (F16)
|
100% |
2220
13.7 IPS |
|
Image Segmentation (I8)
|
89% |
1235
7.63 IPS |
|
Pose Estimation (F32)
|
100% |
19743
79.9 IPS |
|
Pose Estimation (F16)
|
100% |
19571
79.2 IPS |
|
Pose Estimation (I8)
|
80% |
236
0.95 IPS |
|
Object Detection (F32)
|
100% |
7292
255.9 IPS |
|
Object Detection (F16)
|
100% |
7340
257.6 IPS |
|
Object Detection (I8)
|
52% |
971
34.1 IPS |
|
Face Detection (F32)
|
100% |
7915
90.9 IPS |
|
Face Detection (F16)
|
100% |
7928
91.1 IPS |
|
Face Detection (I8)
|
75% |
950
10.9 IPS |
|
Text Classification (F32)
|
100% |
1048
414.5 IPS |
|
Text Classification (F16)
|
100% |
1046
413.7 IPS |
|
Machine Translation (F32)
|
100% |
1828
281.7 IPS |
|
Machine Translation (F16)
|
100% |
1815
279.8 IPS |