Upload Date | October 06 2022 08:49 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 16.0.2 |
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 | 3.44 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 | 5.49 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
7225
774.1 IPS |
|
Image Classification (F16)
|
100% |
7227
774.3 IPS |
|
Image Classification (I8)
|
81% |
746
79.9 IPS |
|
Image Segmentation (F32)
|
100% |
2420
14.9 IPS |
|
Image Segmentation (F16)
|
100% |
2515
15.5 IPS |
|
Image Segmentation (I8)
|
89% |
1367
8.45 IPS |
|
Pose Estimation (F32)
|
100% |
24687
99.9 IPS |
|
Pose Estimation (F16)
|
100% |
26829
108.6 IPS |
|
Pose Estimation (I8)
|
80% |
258
1.05 IPS |
|
Object Detection (F32)
|
100% |
8720
306.0 IPS |
|
Object Detection (F16)
|
100% |
8761
307.5 IPS |
|
Object Detection (I8)
|
52% |
1061
37.2 IPS |
|
Face Detection (F32)
|
100% |
10388
119.3 IPS |
|
Face Detection (F16)
|
100% |
10415
119.7 IPS |
|
Face Detection (I8)
|
75% |
1050
12.1 IPS |
|
Text Classification (F32)
|
100% |
1237
489.4 IPS |
|
Text Classification (F16)
|
100% |
1234
488.1 IPS |
|
Machine Translation (F32)
|
100% |
2231
343.8 IPS |
|
Machine Translation (F16)
|
100% |
2241
345.4 IPS |