Upload Date | November 06 2021 04:24 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.1 |
Model | iPad Pro 12.9-inch (4th generation) |
Model ID | iPad8,11 |
Motherboard | J420AP |
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 | 5.53 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3018
323.3 IPS |
|
Image Classification (F16)
|
100% |
4695
503.1 IPS |
|
Image Classification (I8)
|
81% |
404
43.3 IPS |
|
Image Segmentation (F32)
|
100% |
5859
36.2 IPS |
|
Image Segmentation (F16)
|
100% |
9786
60.4 IPS |
|
Image Segmentation (I8)
|
89% |
750
4.63 IPS |
|
Pose Estimation (F32)
|
100% |
1985
8.03 IPS |
|
Pose Estimation (F16)
|
100% |
6423
26.0 IPS |
|
Pose Estimation (I8)
|
80% |
142
0.58 IPS |
|
Object Detection (F32)
|
100% |
2923
102.6 IPS |
|
Object Detection (F16)
|
99% |
2923
102.6 IPS |
|
Object Detection (I8)
|
52% |
571
20.0 IPS |
|
Face Detection (F32)
|
100% |
5448
62.6 IPS |
|
Face Detection (F16)
|
97% |
10605
121.8 IPS |
|
Face Detection (I8)
|
75% |
555
6.37 IPS |
|
Text Classification (F32)
|
100% |
2144
848.0 IPS |
|
Text Classification (F16)
|
98% |
1882
744.5 IPS |
|
Machine Translation (F32)
|
100% |
1008
155.4 IPS |
|
Machine Translation (F16)
|
100% |
1007
155.2 IPS |