Upload Date | December 08 2022 01:37 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.1.2 |
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 | 3.45 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% |
853
91.4 IPS |
|
Image Classification (F16)
|
100% |
810
86.8 IPS |
|
Image Classification (I8)
|
81% |
468
50.2 IPS |
|
Image Segmentation (F32)
|
100% |
1247
7.70 IPS |
|
Image Segmentation (F16)
|
100% |
1244
7.69 IPS |
|
Image Segmentation (I8)
|
89% |
1493
9.22 IPS |
|
Pose Estimation (F32)
|
100% |
466
1.88 IPS |
|
Pose Estimation (F16)
|
100% |
467
1.89 IPS |
|
Pose Estimation (I8)
|
80% |
536
2.17 IPS |
|
Object Detection (F32)
|
100% |
1209
42.4 IPS |
|
Object Detection (F16)
|
100% |
1225
43.0 IPS |
|
Object Detection (I8)
|
52% |
731
25.7 IPS |
|
Face Detection (F32)
|
100% |
1512
17.4 IPS |
|
Face Detection (F16)
|
100% |
1485
17.1 IPS |
|
Face Detection (I8)
|
75% |
861
9.90 IPS |
|
Text Classification (F32)
|
100% |
1068
422.5 IPS |
|
Text Classification (F16)
|
100% |
1021
404.0 IPS |
|
Machine Translation (F32)
|
100% |
2265
349.1 IPS |
|
Machine Translation (F16)
|
100% |
2260
348.3 IPS |