Upload Date | September 23 2022 05:41 AM |
Views | 2 |
System Information | |
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Operating System | iOS 16.1 |
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% |
6986
748.5 IPS |
|
Image Classification (F16)
|
100% |
6970
746.8 IPS |
|
Image Classification (I8)
|
81% |
744
79.7 IPS |
|
Image Segmentation (F32)
|
100% |
2323
14.3 IPS |
|
Image Segmentation (F16)
|
100% |
2458
15.2 IPS |
|
Image Segmentation (I8)
|
89% |
1363
8.42 IPS |
|
Pose Estimation (F32)
|
100% |
25325
102.5 IPS |
|
Pose Estimation (F16)
|
100% |
26447
107.0 IPS |
|
Pose Estimation (I8)
|
80% |
258
1.04 IPS |
|
Object Detection (F32)
|
100% |
8824
309.7 IPS |
|
Object Detection (F16)
|
100% |
9047
317.5 IPS |
|
Object Detection (I8)
|
52% |
1067
37.4 IPS |
|
Face Detection (F32)
|
100% |
10324
118.6 IPS |
|
Face Detection (F16)
|
100% |
10180
117.0 IPS |
|
Face Detection (I8)
|
75% |
1043
12.0 IPS |
|
Text Classification (F32)
|
100% |
1226
484.8 IPS |
|
Text Classification (F16)
|
100% |
1222
483.2 IPS |
|
Machine Translation (F32)
|
100% |
2260
348.3 IPS |
|
Machine Translation (F16)
|
100% |
2260
348.4 IPS |