| Upload Date | December 08 2022 10:09 PM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 16.1.2 |
| Model | iPhone 8 |
| Model ID | iPhone10,1 |
| Motherboard | D20AP |
| CPU Information | |
|---|---|
| Name | Apple A11 Bionic |
| Topology | 1 Processor, 6 Cores |
| Identifier | ARM |
| Base Frequency | 2.39 GHz |
| L1 Instruction Cache | 48.0 KB x 1 |
| L1 Data Cache | 32.0 KB x 1 |
| L2 Cache | 8.00 MB x 1 |
| Memory Information | |
|---|---|
| Size | 1.93 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
376
40.2 IPS |
|
|
Image Classification (F16)
|
100% |
368
39.5 IPS |
|
|
Image Classification (I8)
|
81% |
291
31.1 IPS |
|
|
Image Segmentation (F32)
|
100% |
622
3.84 IPS |
|
|
Image Segmentation (F16)
|
100% |
617
3.81 IPS |
|
|
Image Segmentation (I8)
|
89% |
860
5.31 IPS |
|
|
Pose Estimation (F32)
|
100% |
206
0.84 IPS |
|
|
Pose Estimation (F16)
|
100% |
203
0.82 IPS |
|
|
Pose Estimation (I8)
|
80% |
221
0.90 IPS |
|
|
Object Detection (F32)
|
100% |
547
19.2 IPS |
|
|
Object Detection (F16)
|
100% |
580
20.4 IPS |
|
|
Object Detection (I8)
|
52% |
523
18.3 IPS |
|
|
Face Detection (F32)
|
100% |
709
8.14 IPS |
|
|
Face Detection (F16)
|
100% |
636
7.31 IPS |
|
|
Face Detection (I8)
|
75% |
492
5.65 IPS |
|
|
Text Classification (F32)
|
100% |
441
174.4 IPS |
|
|
Text Classification (F16)
|
100% |
422
166.8 IPS |
|
|
Machine Translation (F32)
|
100% |
718
110.6 IPS |
|
|
Machine Translation (F16)
|
100% |
734
113.2 IPS |
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