Upload Date | October 05 2023 12:50 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.0.3 |
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% |
7664
821.1 IPS |
|
Image Classification (F16)
|
100% |
7894
845.8 IPS |
|
Image Classification (I8)
|
81% |
746
79.9 IPS |
|
Image Segmentation (F32)
|
100% |
2420
14.9 IPS |
|
Image Segmentation (F16)
|
100% |
2241
13.8 IPS |
|
Image Segmentation (I8)
|
89% |
1294
8.00 IPS |
|
Pose Estimation (F32)
|
100% |
26215
106.1 IPS |
|
Pose Estimation (F16)
|
100% |
26463
107.1 IPS |
|
Pose Estimation (I8)
|
80% |
259
1.05 IPS |
|
Object Detection (F32)
|
100% |
8824
309.7 IPS |
|
Object Detection (F16)
|
100% |
8897
312.2 IPS |
|
Object Detection (I8)
|
52% |
1068
37.5 IPS |
|
Face Detection (F32)
|
100% |
10741
123.4 IPS |
|
Face Detection (F16)
|
100% |
10969
126.0 IPS |
|
Face Detection (I8)
|
75% |
1034
11.9 IPS |
|
Text Classification (F32)
|
100% |
1556
615.3 IPS |
|
Text Classification (F16)
|
100% |
1549
612.7 IPS |
|
Machine Translation (F32)
|
100% |
2370
365.2 IPS |
|
Machine Translation (F16)
|
100% |
2394
368.9 IPS |