Upload Date | October 02 2023 10:13 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 | 3.78 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 | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2885
309.1 IPS |
|
Image Classification (F16)
|
100% |
4826
517.1 IPS |
|
Image Classification (I8)
|
81% |
820
87.9 IPS |
|
Image Segmentation (F32)
|
100% |
6088
37.6 IPS |
|
Image Segmentation (F16)
|
100% |
9674
59.8 IPS |
|
Image Segmentation (I8)
|
89% |
1456
8.99 IPS |
|
Pose Estimation (F32)
|
100% |
2455
9.93 IPS |
|
Pose Estimation (F16)
|
100% |
5142
20.8 IPS |
|
Pose Estimation (I8)
|
80% |
271
1.10 IPS |
|
Object Detection (F32)
|
100% |
3826
134.3 IPS |
|
Object Detection (F16)
|
100% |
4390
154.1 IPS |
|
Object Detection (I8)
|
52% |
1138
39.9 IPS |
|
Face Detection (F32)
|
100% |
5857
67.3 IPS |
|
Face Detection (F16)
|
97% |
10749
123.5 IPS |
|
Face Detection (I8)
|
75% |
1117
12.8 IPS |
|
Text Classification (F32)
|
100% |
2546
1.01 KIPS |
|
Text Classification (F16)
|
100% |
2385
943.3 IPS |
|
Machine Translation (F32)
|
100% |
2894
446.0 IPS |
|
Machine Translation (F16)
|
100% |
2877
443.4 IPS |