Upload Date | October 02 2023 10:15 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.0.2 |
Model | iPhone16,2 |
Model ID | iPhone16,2 |
Motherboard | D84AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.77 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 | 7.47 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1103
118.2 IPS |
|
Image Classification (F16)
|
100% |
1093
117.1 IPS |
|
Image Classification (I8)
|
81% |
627
67.2 IPS |
|
Image Segmentation (F32)
|
100% |
1479
9.13 IPS |
|
Image Segmentation (F16)
|
100% |
1470
9.08 IPS |
|
Image Segmentation (I8)
|
89% |
1668
10.3 IPS |
|
Pose Estimation (F32)
|
100% |
532
2.15 IPS |
|
Pose Estimation (F16)
|
100% |
524
2.12 IPS |
|
Pose Estimation (I8)
|
80% |
686
2.78 IPS |
|
Object Detection (F32)
|
100% |
1509
52.9 IPS |
|
Object Detection (F16)
|
100% |
1518
53.3 IPS |
|
Object Detection (I8)
|
52% |
923
32.4 IPS |
|
Face Detection (F32)
|
100% |
1914
22.0 IPS |
|
Face Detection (F16)
|
100% |
1908
21.9 IPS |
|
Face Detection (I8)
|
75% |
1043
12.0 IPS |
|
Text Classification (F32)
|
100% |
4968
1.96 KIPS |
|
Text Classification (F16)
|
100% |
4695
1.86 KIPS |
|
Machine Translation (F32)
|
100% |
2851
439.4 IPS |
|
Machine Translation (F16)
|
100% |
2860
440.7 IPS |