Upload Date | November 30 2023 12:56 PM |
Views | 1 |
System Information | |
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Operating System | iOS 16.6 |
Model | iPad Pro (11-inch 3rd generation) |
Model ID | iPad13,6 |
Motherboard | J518AP |
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 | 7.35 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
620
66.4 IPS |
|
Image Classification (F16)
|
100% |
612
65.6 IPS |
|
Image Classification (I8)
|
81% |
396
42.4 IPS |
|
Image Segmentation (F32)
|
100% |
891
5.50 IPS |
|
Image Segmentation (F16)
|
100% |
885
5.46 IPS |
|
Image Segmentation (I8)
|
89% |
1414
8.73 IPS |
|
Pose Estimation (F32)
|
100% |
348
1.41 IPS |
|
Pose Estimation (F16)
|
100% |
346
1.40 IPS |
|
Pose Estimation (I8)
|
80% |
516
2.09 IPS |
|
Object Detection (F32)
|
100% |
932
32.7 IPS |
|
Object Detection (F16)
|
100% |
929
32.6 IPS |
|
Object Detection (I8)
|
52% |
565
19.8 IPS |
|
Face Detection (F32)
|
100% |
1095
12.6 IPS |
|
Face Detection (F16)
|
100% |
1094
12.6 IPS |
|
Face Detection (I8)
|
75% |
800
9.19 IPS |
|
Text Classification (F32)
|
100% |
631
249.5 IPS |
|
Text Classification (F16)
|
100% |
593
234.5 IPS |
|
Machine Translation (F32)
|
100% |
1128
173.9 IPS |
|
Machine Translation (F16)
|
100% |
1135
174.9 IPS |