Upload Date | November 03 2021 10:59 AM |
Views | 1 |
System Information | |
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Operating System | iOS 15.1 |
Model | iPad (5th generation) |
Model ID | iPad6,11 |
Motherboard | J71tAP |
CPU Information | |
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Name | Apple A9 |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 1.80 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 | |
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Size | 1.93 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
131
14.0 IPS |
|
Image Classification (F16)
|
100% |
138
14.7 IPS |
|
Image Classification (I8)
|
81% |
164
17.5 IPS |
|
Image Segmentation (F32)
|
100% |
306
1.89 IPS |
|
Image Segmentation (F16)
|
100% |
258
1.59 IPS |
|
Image Segmentation (I8)
|
89% |
455
2.81 IPS |
|
Pose Estimation (F32)
|
100% |
125
0.50 IPS |
|
Pose Estimation (F16)
|
100% |
127
0.51 IPS |
|
Pose Estimation (I8)
|
80% |
119
0.48 IPS |
|
Object Detection (F32)
|
100% |
192
6.73 IPS |
|
Object Detection (F16)
|
100% |
237
8.31 IPS |
|
Object Detection (I8)
|
52% |
272
9.54 IPS |
|
Face Detection (F32)
|
100% |
277
3.18 IPS |
|
Face Detection (F16)
|
100% |
396
4.55 IPS |
|
Face Detection (I8)
|
75% |
481
5.52 IPS |
|
Text Classification (F32)
|
100% |
498
197.1 IPS |
|
Text Classification (F16)
|
100% |
500
197.6 IPS |
|
Machine Translation (F32)
|
100% |
418
64.5 IPS |
|
Machine Translation (F16)
|
100% |
425
65.5 IPS |