| Upload Date | December 09 2022 12:07 AM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 16.2 |
| Model | iPhone XS |
| Model ID | iPhone11,2 |
| Motherboard | D321AP |
| 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 | 3.69 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
465
49.9 IPS |
|
|
Image Classification (F16)
|
100% |
454
48.7 IPS |
|
|
Image Classification (I8)
|
81% |
256
27.4 IPS |
|
|
Image Segmentation (F32)
|
100% |
728
4.50 IPS |
|
|
Image Segmentation (F16)
|
100% |
719
4.44 IPS |
|
|
Image Segmentation (I8)
|
89% |
931
5.75 IPS |
|
|
Pose Estimation (F32)
|
100% |
212
0.86 IPS |
|
|
Pose Estimation (F16)
|
100% |
217
0.88 IPS |
|
|
Pose Estimation (I8)
|
80% |
261
1.05 IPS |
|
|
Object Detection (F32)
|
100% |
674
23.7 IPS |
|
|
Object Detection (F16)
|
100% |
679
23.8 IPS |
|
|
Object Detection (I8)
|
52% |
512
18.0 IPS |
|
|
Face Detection (F32)
|
100% |
788
9.05 IPS |
|
|
Face Detection (F16)
|
100% |
779
8.94 IPS |
|
|
Face Detection (I8)
|
75% |
587
6.74 IPS |
|
|
Text Classification (F32)
|
100% |
732
289.7 IPS |
|
|
Text Classification (F16)
|
100% |
733
289.9 IPS |
|
|
Machine Translation (F32)
|
100% |
989
152.4 IPS |
|
|
Machine Translation (F16)
|
100% |
988
152.2 IPS |
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