Upload Date | April 30 2022 04:53 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPad13,17 |
Model ID | iPad13,17 |
Motherboard | J408AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.20 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 7.45 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
961
103.0 IPS |
|
Image Classification (F16)
|
100% |
939
100.6 IPS |
|
Image Classification (I8)
|
81% |
180
19.2 IPS |
|
Image Segmentation (F32)
|
100% |
1363
8.42 IPS |
|
Image Segmentation (F16)
|
100% |
1363
8.42 IPS |
|
Image Segmentation (I8)
|
89% |
1483
9.16 IPS |
|
Pose Estimation (F32)
|
100% |
580
2.35 IPS |
|
Pose Estimation (F16)
|
100% |
557
2.25 IPS |
|
Pose Estimation (I8)
|
80% |
753
3.05 IPS |
|
Object Detection (F32)
|
100% |
1512
53.1 IPS |
|
Object Detection (F16)
|
100% |
1515
53.2 IPS |
|
Object Detection (I8)
|
52% |
381
13.4 IPS |
|
Face Detection (F32)
|
100% |
1761
20.2 IPS |
|
Face Detection (F16)
|
100% |
1765
20.3 IPS |
|
Face Detection (I8)
|
75% |
670
7.70 IPS |
|
Text Classification (F32)
|
100% |
504
199.4 IPS |
|
Text Classification (F16)
|
100% |
504
199.2 IPS |
|
Machine Translation (F32)
|
100% |
1881
289.9 IPS |
|
Machine Translation (F16)
|
100% |
1884
290.3 IPS |