| Upload Date | September 30 2022 02:49 AM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 16.1 |
| Model | iPhone15,3 |
| Model ID | iPhone15,3 |
| Motherboard | D74AP |
| CPU Information | |
|---|---|
| Name | ARM |
| Topology | 1 Processor, 6 Cores |
| Identifier | ARM |
| Base Frequency | 3.45 GHz |
| L1 Instruction Cache | 128 KB x 1 |
| L1 Data Cache | 64.0 KB x 1 |
| L2 Cache | 4.00 MB x 1 |
| Memory Information | |
|---|---|
| Size | 5.49 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | GPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
2870
307.5 IPS |
|
|
Image Classification (F16)
|
100% |
4549
487.4 IPS |
|
|
Image Classification (I8)
|
81% |
745
79.8 IPS |
|
|
Image Segmentation (F32)
|
100% |
6471
40.0 IPS |
|
|
Image Segmentation (F16)
|
100% |
8984
55.5 IPS |
|
|
Image Segmentation (I8)
|
89% |
1367
8.44 IPS |
|
|
Pose Estimation (F32)
|
100% |
2396
9.70 IPS |
|
|
Pose Estimation (F16)
|
100% |
5120
20.7 IPS |
|
|
Pose Estimation (I8)
|
80% |
258
1.05 IPS |
|
|
Object Detection (F32)
|
100% |
3346
117.4 IPS |
|
|
Object Detection (F16)
|
100% |
3368
118.2 IPS |
|
|
Object Detection (I8)
|
52% |
1067
37.4 IPS |
|
|
Face Detection (F32)
|
100% |
5880
67.5 IPS |
|
|
Face Detection (F16)
|
97% |
9980
114.7 IPS |
|
|
Face Detection (I8)
|
75% |
1048
12.0 IPS |
|
|
Text Classification (F32)
|
100% |
1905
753.5 IPS |
|
|
Text Classification (F16)
|
100% |
1994
788.5 IPS |
|
|
Machine Translation (F32)
|
100% |
2261
348.5 IPS |
|
|
Machine Translation (F16)
|
100% |
2254
347.4 IPS |
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