Upload Date | November 25 2021 05:06 PM |
Views | 3 |
System Information | |
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Operating System | iOS 15.1 |
Model | iPad Pro (11-inch) |
Model ID | iPad8,3 |
Motherboard | J318AP |
CPU Information | |
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Name | Apple A12X Bionic |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.69 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4408
472.3 IPS |
|
Image Classification (F16)
|
100% |
4375
468.7 IPS |
|
Image Classification (I8)
|
81% |
406
43.5 IPS |
|
Image Segmentation (F32)
|
100% |
1507
9.31 IPS |
|
Image Segmentation (F16)
|
100% |
1521
9.39 IPS |
|
Image Segmentation (I8)
|
89% |
753
4.65 IPS |
|
Pose Estimation (F32)
|
100% |
8789
35.6 IPS |
|
Pose Estimation (F16)
|
100% |
8632
34.9 IPS |
|
Pose Estimation (I8)
|
80% |
142
0.58 IPS |
|
Object Detection (F32)
|
94% |
4411
154.8 IPS |
|
Object Detection (F16)
|
94% |
4591
161.1 IPS |
|
Object Detection (I8)
|
52% |
573
20.1 IPS |
|
Face Detection (F32)
|
67% |
4913
56.4 IPS |
|
Face Detection (F16)
|
67% |
5235
60.1 IPS |
|
Face Detection (I8)
|
75% |
558
6.41 IPS |
|
Text Classification (F32)
|
100% |
379
149.9 IPS |
|
Text Classification (F16)
|
100% |
375
148.2 IPS |
|
Machine Translation (F32)
|
100% |
1006
155.0 IPS |
|
Machine Translation (F16)
|
100% |
1007
155.1 IPS |