Upload Date | November 05 2021 04:29 PM |
Views | 1 |
System Information | |
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Operating System | iOS 14.8 |
Model | iPad (7th generation) |
Model ID | iPad7,11 |
Motherboard | J171AP |
CPU Information | |
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Name | Apple A10 Fusion |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 2.32 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 3.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.93 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
193
20.7 IPS |
|
Image Classification (F16)
|
100% |
157
16.8 IPS |
|
Image Classification (I8)
|
81% |
254
27.2 IPS |
|
Image Segmentation (F32)
|
100% |
337
2.08 IPS |
|
Image Segmentation (F16)
|
100% |
306
1.89 IPS |
|
Image Segmentation (I8)
|
89% |
420
2.59 IPS |
|
Pose Estimation (F32)
|
100% |
96
0.39 IPS |
|
Pose Estimation (F16)
|
100% |
75
0.30 IPS |
|
Pose Estimation (I8)
|
80% |
100
0.40 IPS |
|
Object Detection (F32)
|
100% |
258
9.04 IPS |
|
Object Detection (F16)
|
100% |
244
8.56 IPS |
|
Object Detection (I8)
|
52% |
621
21.8 IPS |
|
Face Detection (F32)
|
100% |
482
5.54 IPS |
|
Face Detection (F16)
|
100% |
520
5.97 IPS |
|
Face Detection (I8)
|
75% |
584
6.71 IPS |
|
Text Classification (F32)
|
100% |
497
196.5 IPS |
|
Text Classification (F16)
|
100% |
493
194.8 IPS |
|
Machine Translation (F32)
|
100% |
518
79.9 IPS |
|
Machine Translation (F16)
|
100% |
547
84.3 IPS |