| Upload Date | December 08 2022 05:44 AM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 16.1.1 |
| Model | iPhone 8 Plus |
| Model ID | iPhone10,5 |
| Motherboard | D211AP |
| 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 | 2.90 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | GPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
633
67.8 IPS |
|
|
Image Classification (F16)
|
100% |
695
74.5 IPS |
|
|
Image Classification (I8)
|
81% |
202
21.6 IPS |
|
|
Image Segmentation (F32)
|
100% |
2007
12.4 IPS |
|
|
Image Segmentation (F16)
|
100% |
3486
21.5 IPS |
|
|
Image Segmentation (I8)
|
89% |
371
2.29 IPS |
|
|
Pose Estimation (F32)
|
100% |
649
2.62 IPS |
|
|
Pose Estimation (F16)
|
100% |
2171
8.78 IPS |
|
|
Pose Estimation (I8)
|
80% |
75
0.30 IPS |
|
|
Object Detection (F32)
|
100% |
1170
41.1 IPS |
|
|
Object Detection (F16)
|
99% |
1120
39.3 IPS |
|
|
Object Detection (I8)
|
52% |
290
10.2 IPS |
|
|
Face Detection (F32)
|
100% |
2064
23.7 IPS |
|
|
Face Detection (F16)
|
97% |
4120
47.3 IPS |
|
|
Face Detection (I8)
|
75% |
278
3.20 IPS |
|
|
Text Classification (F32)
|
100% |
452
178.7 IPS |
|
|
Text Classification (F16)
|
98% |
669
264.7 IPS |
|
|
Machine Translation (F32)
|
100% |
484
74.6 IPS |
|
|
Machine Translation (F16)
|
100% |
480
73.9 IPS |
Compare
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