| Upload Date | December 10 2023 04:36 PM |
| Views | 4 |
| System Information | |
|---|---|
| Operating System | iOS 17.1.2 |
| Model | iPhone XR |
| Model ID | iPhone11,8 |
| Motherboard | N841AP |
| CPU Information | |
|---|---|
| Name | Apple A12 Bionic |
| Topology | 1 Processor, 6 Cores |
| Identifier | ARM |
| Base Frequency | 2.49 GHz |
| L1 Instruction Cache | 48.0 KB x 1 |
| L1 Data Cache | 32.0 KB x 1 |
| L2 Cache | 2.00 MB x 1 |
| Memory Information | |
|---|---|
| Size | 2.77 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
316
33.8 IPS |
|
|
Image Classification (F16)
|
100% |
316
33.9 IPS |
|
|
Image Classification (I8)
|
81% |
261
28.0 IPS |
|
|
Image Segmentation (F32)
|
100% |
513
3.17 IPS |
|
|
Image Segmentation (F16)
|
100% |
523
3.23 IPS |
|
|
Image Segmentation (I8)
|
89% |
743
4.59 IPS |
|
|
Pose Estimation (F32)
|
100% |
147
0.59 IPS |
|
|
Pose Estimation (F16)
|
100% |
147
0.59 IPS |
|
|
Pose Estimation (I8)
|
80% |
191
0.77 IPS |
|
|
Object Detection (F32)
|
100% |
468
16.4 IPS |
|
|
Object Detection (F16)
|
100% |
460
16.2 IPS |
|
|
Object Detection (I8)
|
52% |
453
15.9 IPS |
|
|
Face Detection (F32)
|
100% |
574
6.60 IPS |
|
|
Face Detection (F16)
|
100% |
574
6.60 IPS |
|
|
Face Detection (I8)
|
75% |
500
5.74 IPS |
|
|
Text Classification (F32)
|
100% |
493
194.8 IPS |
|
|
Text Classification (F16)
|
100% |
511
202.3 IPS |
|
|
Machine Translation (F32)
|
100% |
688
106.0 IPS |
|
|
Machine Translation (F16)
|
100% |
684
105.4 IPS |