Upload Date | May 26 2021 08:06 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
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% |
1000
107.1 IPS |
|
Image Classification (F16)
|
100% |
1099
117.7 IPS |
|
Image Classification (I8)
|
81% |
400
42.9 IPS |
|
Image Segmentation (F32)
|
100% |
3089
19.1 IPS |
|
Image Segmentation (F16)
|
100% |
4714
29.1 IPS |
|
Image Segmentation (I8)
|
89% |
731
4.52 IPS |
|
Pose Estimation (F32)
|
100% |
1208
4.89 IPS |
|
Pose Estimation (F16)
|
100% |
3445
13.9 IPS |
|
Pose Estimation (I8)
|
80% |
140
0.56 IPS |
|
Object Detection (F32)
|
100% |
1434
50.3 IPS |
|
Object Detection (F16)
|
99% |
1508
52.9 IPS |
|
Object Detection (I8)
|
52% |
564
19.8 IPS |
|
Face Detection (F32)
|
100% |
3214
36.9 IPS |
|
Face Detection (F16)
|
97% |
5082
58.4 IPS |
|
Face Detection (I8)
|
75% |
542
6.22 IPS |
|
Text Classification (F32)
|
100% |
666
263.5 IPS |
|
Text Classification (F16)
|
98% |
799
316.2 IPS |
|
Machine Translation (F32)
|
100% |
992
152.9 IPS |
|
Machine Translation (F16)
|
100% |
993
153.1 IPS |