Upload Date | September 13 2023 06:15 PM |
Views | 20 |
System Information | |
---|---|
Operating System | iOS 17.0 |
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% |
2855
305.9 IPS |
|
Image Classification (F16)
|
100% |
4790
513.2 IPS |
|
Image Classification (I8)
|
81% |
802
85.9 IPS |
|
Image Segmentation (F32)
|
100% |
6009
37.1 IPS |
|
Image Segmentation (F16)
|
100% |
9687
59.8 IPS |
|
Image Segmentation (I8)
|
89% |
1425
8.80 IPS |
|
Pose Estimation (F32)
|
100% |
2419
9.79 IPS |
|
Pose Estimation (F16)
|
100% |
5185
21.0 IPS |
|
Pose Estimation (I8)
|
80% |
266
1.08 IPS |
|
Object Detection (F32)
|
100% |
3728
130.8 IPS |
|
Object Detection (F16)
|
100% |
4277
150.1 IPS |
|
Object Detection (I8)
|
52% |
1129
39.6 IPS |
|
Face Detection (F32)
|
100% |
5877
67.5 IPS |
|
Face Detection (F16)
|
97% |
10783
123.9 IPS |
|
Face Detection (I8)
|
75% |
1084
12.4 IPS |
|
Text Classification (F32)
|
100% |
2433
962.4 IPS |
|
Text Classification (F16)
|
100% |
2321
918.1 IPS |
|
Machine Translation (F32)
|
100% |
2853
439.8 IPS |
|
Machine Translation (F16)
|
100% |
2854
439.9 IPS |