Upload Date | May 11 2021 12:21 PM |
Views | 4 |
System Information | |
---|---|
Operating System | iOS 14.5.1 |
Model | iPad mini (5th generation) |
Model ID | iPad11,1 |
Motherboard | J210AP |
CPU Information | |
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Name | Apple A12 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.85 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
996
106.7 IPS |
|
Image Classification (F16)
|
100% |
1116
119.6 IPS |
|
Image Classification (I8)
|
81% |
404
43.3 IPS |
|
Image Segmentation (F32)
|
100% |
3055
18.9 IPS |
|
Image Segmentation (F16)
|
100% |
4684
28.9 IPS |
|
Image Segmentation (I8)
|
89% |
736
4.54 IPS |
|
Pose Estimation (F32)
|
100% |
1200
4.86 IPS |
|
Pose Estimation (F16)
|
100% |
3405
13.8 IPS |
|
Pose Estimation (I8)
|
80% |
142
0.57 IPS |
|
Object Detection (F32)
|
100% |
651
22.8 IPS |
|
Object Detection (F16)
|
99% |
913
32.0 IPS |
|
Object Detection (I8)
|
52% |
472
16.6 IPS |
|
Face Detection (F32)
|
100% |
3127
35.9 IPS |
|
Face Detection (F16)
|
97% |
5308
61.0 IPS |
|
Face Detection (I8)
|
75% |
547
6.28 IPS |
|
Text Classification (F32)
|
100% |
732
289.4 IPS |
|
Text Classification (F16)
|
98% |
905
357.9 IPS |
|
Machine Translation (F32)
|
100% |
863
133.1 IPS |
|
Machine Translation (F16)
|
100% |
987
152.2 IPS |