Upload Date | July 26 2023 05:18 PM |
Views | 8 |
System Information | |
---|---|
Operating System | iOS 16.6 |
Model | iPhone15,3 |
Model ID | iPhone15,3 |
Motherboard | D74AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.43 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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
801
85.9 IPS |
|
Image Classification (F16)
|
100% |
776
83.2 IPS |
|
Image Classification (I8)
|
81% |
471
50.4 IPS |
|
Image Segmentation (F32)
|
100% |
1228
7.58 IPS |
|
Image Segmentation (F16)
|
100% |
1177
7.27 IPS |
|
Image Segmentation (I8)
|
89% |
1487
9.19 IPS |
|
Pose Estimation (F32)
|
100% |
455
1.84 IPS |
|
Pose Estimation (F16)
|
100% |
448
1.81 IPS |
|
Pose Estimation (I8)
|
80% |
506
2.05 IPS |
|
Object Detection (F32)
|
100% |
1170
41.1 IPS |
|
Object Detection (F16)
|
100% |
1172
41.1 IPS |
|
Object Detection (I8)
|
52% |
758
26.6 IPS |
|
Face Detection (F32)
|
100% |
1458
16.8 IPS |
|
Face Detection (F16)
|
100% |
1432
16.5 IPS |
|
Face Detection (I8)
|
75% |
854
9.82 IPS |
|
Text Classification (F32)
|
100% |
1041
411.7 IPS |
|
Text Classification (F16)
|
100% |
1064
420.8 IPS |
|
Machine Translation (F32)
|
100% |
2275
350.6 IPS |
|
Machine Translation (F16)
|
100% |
2278
351.1 IPS |