Upload Date | June 10 2023 08:31 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.6 |
Model | iPad Pro 11-inch (2nd generation) |
Model ID | iPad8,10 |
Motherboard | J418AP |
CPU Information | |
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Name | Apple A12Z 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 | 5.56 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3739
400.7 IPS |
|
Image Classification (F16)
|
100% |
3701
396.5 IPS |
|
Image Classification (I8)
|
81% |
401
43.0 IPS |
|
Image Segmentation (F32)
|
100% |
1480
9.14 IPS |
|
Image Segmentation (F16)
|
100% |
1486
9.18 IPS |
|
Image Segmentation (I8)
|
89% |
747
4.62 IPS |
|
Pose Estimation (F32)
|
100% |
7816
31.6 IPS |
|
Pose Estimation (F16)
|
100% |
7816
31.6 IPS |
|
Pose Estimation (I8)
|
80% |
142
0.57 IPS |
|
Object Detection (F32)
|
94% |
4049
142.1 IPS |
|
Object Detection (F16)
|
94% |
4075
143.0 IPS |
|
Object Detection (I8)
|
52% |
566
19.9 IPS |
|
Face Detection (F32)
|
67% |
5127
58.9 IPS |
|
Face Detection (F16)
|
67% |
5207
59.8 IPS |
|
Face Detection (I8)
|
75% |
553
6.35 IPS |
|
Text Classification (F32)
|
100% |
354
140.2 IPS |
|
Text Classification (F16)
|
100% |
351
138.9 IPS |
|
Machine Translation (F32)
|
100% |
980
151.1 IPS |
|
Machine Translation (F16)
|
100% |
962
148.3 IPS |