| Upload Date | December 08 2022 02:17 PM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 16.2 |
| Model | iPhone15,2 |
| Model ID | iPhone15,2 |
| Motherboard | D73AP |
| CPU Information | |
|---|---|
| Name | ARM |
| Topology | 1 Processor, 6 Cores |
| Identifier | ARM |
| Base Frequency | 3.44 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 | 5.51 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
829
88.9 IPS |
|
|
Image Classification (F16)
|
100% |
781
83.7 IPS |
|
|
Image Classification (I8)
|
81% |
464
49.7 IPS |
|
|
Image Segmentation (F32)
|
100% |
1193
7.37 IPS |
|
|
Image Segmentation (F16)
|
100% |
1147
7.08 IPS |
|
|
Image Segmentation (I8)
|
89% |
1504
9.29 IPS |
|
|
Pose Estimation (F32)
|
100% |
447
1.81 IPS |
|
|
Pose Estimation (F16)
|
100% |
437
1.77 IPS |
|
|
Pose Estimation (I8)
|
80% |
512
2.07 IPS |
|
|
Object Detection (F32)
|
100% |
1145
40.2 IPS |
|
|
Object Detection (F16)
|
100% |
1148
40.3 IPS |
|
|
Object Detection (I8)
|
52% |
762
26.7 IPS |
|
|
Face Detection (F32)
|
100% |
1458
16.7 IPS |
|
|
Face Detection (F16)
|
100% |
1421
16.3 IPS |
|
|
Face Detection (I8)
|
75% |
863
9.92 IPS |
|
|
Text Classification (F32)
|
100% |
1404
555.1 IPS |
|
|
Text Classification (F16)
|
100% |
1407
556.3 IPS |
|
|
Machine Translation (F32)
|
100% |
2267
349.4 IPS |
|
|
Machine Translation (F16)
|
100% |
2279
351.2 IPS |
Compare
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