User | LordYu |
Upload Date | October 04 2023 09:27 PM |
Views | 2 |
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 | 3.70 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 | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2854
305.8 IPS |
|
Image Classification (F16)
|
100% |
4818
516.3 IPS |
|
Image Classification (I8)
|
81% |
801
85.9 IPS |
|
Image Segmentation (F32)
|
100% |
6061
37.4 IPS |
|
Image Segmentation (F16)
|
100% |
9724
60.1 IPS |
|
Image Segmentation (I8)
|
89% |
1399
8.64 IPS |
|
Pose Estimation (F32)
|
100% |
2464
9.97 IPS |
|
Pose Estimation (F16)
|
100% |
5174
20.9 IPS |
|
Pose Estimation (I8)
|
80% |
267
1.08 IPS |
|
Object Detection (F32)
|
100% |
3777
132.6 IPS |
|
Object Detection (F16)
|
100% |
5091
178.6 IPS |
|
Object Detection (I8)
|
52% |
1132
39.7 IPS |
|
Face Detection (F32)
|
100% |
5841
67.1 IPS |
|
Face Detection (F16)
|
97% |
10826
124.4 IPS |
|
Face Detection (I8)
|
75% |
1091
12.5 IPS |
|
Text Classification (F32)
|
100% |
2475
979.1 IPS |
|
Text Classification (F16)
|
100% |
2246
888.4 IPS |
|
Machine Translation (F32)
|
100% |
2853
439.7 IPS |
|
Machine Translation (F16)
|
100% |
2852
439.6 IPS |