Upload Date | October 14 2022 07:41 PM |
Views | 8 |
System Information | |
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Operating System | iOS 15.7 |
Model | iPad Pro (11-inch 3rd generation) |
Model ID | iPad13,4 |
Motherboard | J517AP |
CPU Information | |
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Name | Apple M1 |
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 | 7.34 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
6003
643.2 IPS |
|
Image Classification (F16)
|
100% |
5991
641.9 IPS |
|
Image Classification (I8)
|
81% |
687
73.6 IPS |
|
Image Segmentation (F32)
|
100% |
2241
13.8 IPS |
|
Image Segmentation (F16)
|
100% |
2253
13.9 IPS |
|
Image Segmentation (I8)
|
89% |
1257
7.76 IPS |
|
Pose Estimation (F32)
|
100% |
19038
77.0 IPS |
|
Pose Estimation (F16)
|
100% |
18951
76.7 IPS |
|
Pose Estimation (I8)
|
80% |
241
0.97 IPS |
|
Object Detection (F32)
|
100% |
7271
255.2 IPS |
|
Object Detection (F16)
|
100% |
7320
256.9 IPS |
|
Object Detection (I8)
|
52% |
987
34.6 IPS |
|
Face Detection (F32)
|
100% |
7851
90.2 IPS |
|
Face Detection (F16)
|
100% |
7870
90.4 IPS |
|
Face Detection (I8)
|
75% |
965
11.1 IPS |
|
Text Classification (F32)
|
100% |
1049
414.9 IPS |
|
Text Classification (F16)
|
100% |
1058
418.5 IPS |
|
Machine Translation (F32)
|
100% |
1838
283.3 IPS |
|
Machine Translation (F16)
|
100% |
1837
283.1 IPS |