| Upload Date | December 08 2022 08:42 PM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 15.5 |
| Model | iPad Pro (12.9-inch 5th generation) |
| Model ID | iPad13,8 |
| Motherboard | J522AP |
| CPU Information | |
|---|---|
| Name | Apple M1 |
| 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 | 7.31 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
963
103.2 IPS |
|
|
Image Classification (F16)
|
100% |
962
103.1 IPS |
|
|
Image Classification (I8)
|
81% |
273
29.3 IPS |
|
|
Image Segmentation (F32)
|
100% |
1368
8.45 IPS |
|
|
Image Segmentation (F16)
|
100% |
1370
8.46 IPS |
|
|
Image Segmentation (I8)
|
89% |
1417
8.75 IPS |
|
|
Pose Estimation (F32)
|
100% |
633
2.56 IPS |
|
|
Pose Estimation (F16)
|
100% |
609
2.46 IPS |
|
|
Pose Estimation (I8)
|
80% |
760
3.07 IPS |
|
|
Object Detection (F32)
|
100% |
1528
53.6 IPS |
|
|
Object Detection (F16)
|
100% |
1534
53.8 IPS |
|
|
Object Detection (I8)
|
52% |
411
14.4 IPS |
|
|
Face Detection (F32)
|
100% |
1775
20.4 IPS |
|
|
Face Detection (F16)
|
100% |
1783
20.5 IPS |
|
|
Face Detection (I8)
|
75% |
694
7.98 IPS |
|
|
Text Classification (F32)
|
100% |
554
219.2 IPS |
|
|
Text Classification (F16)
|
100% |
561
221.8 IPS |
|
|
Machine Translation (F32)
|
100% |
1885
290.6 IPS |
|
|
Machine Translation (F16)
|
100% |
1883
290.1 IPS |
Compare
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