| Upload Date | July 16 2022 10:08 PM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 15.5 |
| 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% |
373
39.9 IPS |
|
|
Image Classification (F16)
|
100% |
336
36.0 IPS |
|
|
Image Classification (I8)
|
81% |
286
30.6 IPS |
|
|
Image Segmentation (F32)
|
100% |
596
3.68 IPS |
|
|
Image Segmentation (F16)
|
100% |
572
3.53 IPS |
|
|
Image Segmentation (I8)
|
89% |
793
4.90 IPS |
|
|
Pose Estimation (F32)
|
100% |
191
0.77 IPS |
|
|
Pose Estimation (F16)
|
100% |
167
0.68 IPS |
|
|
Pose Estimation (I8)
|
80% |
184
0.74 IPS |
|
|
Object Detection (F32)
|
100% |
434
15.2 IPS |
|
|
Object Detection (F16)
|
100% |
434
15.2 IPS |
|
|
Object Detection (I8)
|
52% |
472
16.6 IPS |
|
|
Face Detection (F32)
|
100% |
620
7.12 IPS |
|
|
Face Detection (F16)
|
100% |
592
6.80 IPS |
|
|
Face Detection (I8)
|
75% |
565
6.50 IPS |
|
|
Text Classification (F32)
|
100% |
578
228.8 IPS |
|
|
Text Classification (F16)
|
100% |
637
251.8 IPS |
|
|
Machine Translation (F32)
|
100% |
720
111.0 IPS |
|
|
Machine Translation (F16)
|
100% |
734
113.1 IPS |
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