| Upload Date | December 01 2023 05:10 AM |
| Views | 1 |
| 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% |
463
49.6 IPS |
|
|
Image Classification (F16)
|
100% |
453
48.6 IPS |
|
|
Image Classification (I8)
|
81% |
179
19.1 IPS |
|
|
Image Segmentation (F32)
|
100% |
727
4.49 IPS |
|
|
Image Segmentation (F16)
|
100% |
717
4.43 IPS |
|
|
Image Segmentation (I8)
|
89% |
932
5.76 IPS |
|
|
Pose Estimation (F32)
|
100% |
230
0.93 IPS |
|
|
Pose Estimation (F16)
|
100% |
229
0.93 IPS |
|
|
Pose Estimation (I8)
|
80% |
258
1.04 IPS |
|
|
Object Detection (F32)
|
100% |
668
23.5 IPS |
|
|
Object Detection (F16)
|
100% |
670
23.5 IPS |
|
|
Object Detection (I8)
|
52% |
543
19.0 IPS |
|
|
Face Detection (F32)
|
100% |
824
9.47 IPS |
|
|
Face Detection (F16)
|
100% |
796
9.14 IPS |
|
|
Face Detection (I8)
|
75% |
616
7.07 IPS |
|
|
Text Classification (F32)
|
100% |
711
281.1 IPS |
|
|
Text Classification (F16)
|
100% |
728
287.9 IPS |
|
|
Machine Translation (F32)
|
100% |
936
144.2 IPS |
|
|
Machine Translation (F16)
|
100% |
958
147.6 IPS |