| Upload Date | December 08 2022 03:40 PM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 16.1.2 |
| 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 | CPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
837
89.7 IPS |
|
|
Image Classification (F16)
|
100% |
839
89.9 IPS |
|
|
Image Classification (I8)
|
81% |
452
48.4 IPS |
|
|
Image Segmentation (F32)
|
100% |
1279
7.90 IPS |
|
|
Image Segmentation (F16)
|
100% |
1276
7.88 IPS |
|
|
Image Segmentation (I8)
|
89% |
1479
9.14 IPS |
|
|
Pose Estimation (F32)
|
100% |
478
1.93 IPS |
|
|
Pose Estimation (F16)
|
100% |
461
1.87 IPS |
|
|
Pose Estimation (I8)
|
80% |
543
2.20 IPS |
|
|
Object Detection (F32)
|
100% |
1265
44.4 IPS |
|
|
Object Detection (F16)
|
100% |
1269
44.5 IPS |
|
|
Object Detection (I8)
|
52% |
774
27.2 IPS |
|
|
Face Detection (F32)
|
100% |
1517
17.4 IPS |
|
|
Face Detection (F16)
|
100% |
1513
17.4 IPS |
|
|
Face Detection (I8)
|
75% |
856
9.84 IPS |
|
|
Text Classification (F32)
|
100% |
1498
592.5 IPS |
|
|
Text Classification (F16)
|
100% |
1350
533.8 IPS |
|
|
Machine Translation (F32)
|
100% |
2274
350.5 IPS |
|
|
Machine Translation (F16)
|
100% |
2268
349.6 IPS |
Compare
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