Upload Date | August 06 2022 01:12 AM |
Views | 1 |
System Information | |
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Operating System | iOS 16.0 |
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 | 5.57 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2937
314.7 IPS |
|
Image Classification (F16)
|
100% |
4537
486.1 IPS |
|
Image Classification (I8)
|
81% |
402
43.0 IPS |
|
Image Segmentation (F32)
|
100% |
5812
35.9 IPS |
|
Image Segmentation (F16)
|
100% |
9771
60.4 IPS |
|
Image Segmentation (I8)
|
89% |
748
4.62 IPS |
|
Pose Estimation (F32)
|
100% |
1986
8.04 IPS |
|
Pose Estimation (F16)
|
100% |
6398
25.9 IPS |
|
Pose Estimation (I8)
|
80% |
142
0.57 IPS |
|
Object Detection (F32)
|
100% |
2658
93.3 IPS |
|
Object Detection (F16)
|
99% |
2664
93.5 IPS |
|
Object Detection (I8)
|
52% |
560
19.7 IPS |
|
Face Detection (F32)
|
100% |
5442
62.5 IPS |
|
Face Detection (F16)
|
97% |
10590
121.7 IPS |
|
Face Detection (I8)
|
75% |
552
6.35 IPS |
|
Text Classification (F32)
|
100% |
1631
645.1 IPS |
|
Text Classification (F16)
|
98% |
1565
619.2 IPS |
|
Machine Translation (F32)
|
100% |
971
149.6 IPS |
|
Machine Translation (F16)
|
100% |
970
149.5 IPS |