Upload Date | May 17 2022 12:28 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.5 |
Model | iPad13,16 |
Model ID | iPad13,16 |
Motherboard | J407AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.19 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% |
936
100.3 IPS |
|
Image Classification (F16)
|
100% |
963
103.1 IPS |
|
Image Classification (I8)
|
81% |
368
39.5 IPS |
|
Image Segmentation (F32)
|
100% |
1336
8.25 IPS |
|
Image Segmentation (F16)
|
100% |
1337
8.26 IPS |
|
Image Segmentation (I8)
|
89% |
1544
9.54 IPS |
|
Pose Estimation (F32)
|
100% |
665
2.69 IPS |
|
Pose Estimation (F16)
|
100% |
645
2.61 IPS |
|
Pose Estimation (I8)
|
80% |
798
3.23 IPS |
|
Object Detection (F32)
|
100% |
1454
51.0 IPS |
|
Object Detection (F16)
|
100% |
1456
51.1 IPS |
|
Object Detection (I8)
|
52% |
598
21.0 IPS |
|
Face Detection (F32)
|
100% |
1638
18.8 IPS |
|
Face Detection (F16)
|
100% |
1637
18.8 IPS |
|
Face Detection (I8)
|
75% |
805
9.25 IPS |
|
Text Classification (F32)
|
100% |
628
248.5 IPS |
|
Text Classification (F16)
|
100% |
604
238.8 IPS |
|
Machine Translation (F32)
|
100% |
1833
282.4 IPS |
|
Machine Translation (F16)
|
100% |
1824
281.0 IPS |