Upload Date | March 10 2022 11:47 AM |
Views | 38 |
System Information | |
---|---|
Operating System | iOS 15.4 |
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% |
967
103.6 IPS |
|
Image Classification (F16)
|
100% |
967
103.6 IPS |
|
Image Classification (I8)
|
81% |
229
24.5 IPS |
|
Image Segmentation (F32)
|
100% |
1365
8.43 IPS |
|
Image Segmentation (F16)
|
100% |
1365
8.43 IPS |
|
Image Segmentation (I8)
|
89% |
1481
9.15 IPS |
|
Pose Estimation (F32)
|
100% |
648
2.62 IPS |
|
Pose Estimation (F16)
|
100% |
630
2.55 IPS |
|
Pose Estimation (I8)
|
80% |
770
3.11 IPS |
|
Object Detection (F32)
|
100% |
1542
54.1 IPS |
|
Object Detection (F16)
|
100% |
1541
54.1 IPS |
|
Object Detection (I8)
|
52% |
392
13.8 IPS |
|
Face Detection (F32)
|
100% |
1747
20.1 IPS |
|
Face Detection (F16)
|
100% |
1746
20.1 IPS |
|
Face Detection (I8)
|
75% |
680
7.81 IPS |
|
Text Classification (F32)
|
100% |
506
200.0 IPS |
|
Text Classification (F16)
|
100% |
507
200.4 IPS |
|
Machine Translation (F32)
|
100% |
1864
287.3 IPS |
|
Machine Translation (F16)
|
100% |
1857
286.1 IPS |