Upload Date | October 06 2022 06:23 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.0.2 |
Model | iPhone15,2 |
Model ID | iPhone15,2 |
Motherboard | D73AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.44 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 | 5.51 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2870
307.5 IPS |
|
Image Classification (F16)
|
100% |
4378
469.1 IPS |
|
Image Classification (I8)
|
81% |
736
78.8 IPS |
|
Image Segmentation (F32)
|
100% |
5919
36.6 IPS |
|
Image Segmentation (F16)
|
100% |
8543
52.8 IPS |
|
Image Segmentation (I8)
|
89% |
1359
8.39 IPS |
|
Pose Estimation (F32)
|
100% |
2223
9.00 IPS |
|
Pose Estimation (F16)
|
100% |
4722
19.1 IPS |
|
Pose Estimation (I8)
|
80% |
253
1.02 IPS |
|
Object Detection (F32)
|
100% |
3494
122.6 IPS |
|
Object Detection (F16)
|
100% |
3564
125.1 IPS |
|
Object Detection (I8)
|
52% |
1044
36.7 IPS |
|
Face Detection (F32)
|
100% |
5241
60.2 IPS |
|
Face Detection (F16)
|
97% |
9066
104.2 IPS |
|
Face Detection (I8)
|
75% |
1020
11.7 IPS |
|
Text Classification (F32)
|
100% |
2171
858.5 IPS |
|
Text Classification (F16)
|
100% |
2409
952.7 IPS |
|
Machine Translation (F32)
|
100% |
2206
340.0 IPS |
|
Machine Translation (F16)
|
100% |
2186
336.9 IPS |