Upload Date | September 19 2022 07:29 AM |
Views | 10 |
System Information | |
---|---|
Operating System | iOS 16.0.1 |
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% |
2896
310.3 IPS |
|
Image Classification (F16)
|
100% |
4631
496.1 IPS |
|
Image Classification (I8)
|
81% |
743
79.6 IPS |
|
Image Segmentation (F32)
|
100% |
6546
40.4 IPS |
|
Image Segmentation (F16)
|
100% |
9395
58.0 IPS |
|
Image Segmentation (I8)
|
89% |
1350
8.34 IPS |
|
Pose Estimation (F32)
|
100% |
2374
9.61 IPS |
|
Pose Estimation (F16)
|
100% |
5089
20.6 IPS |
|
Pose Estimation (I8)
|
80% |
258
1.04 IPS |
|
Object Detection (F32)
|
100% |
3335
117.0 IPS |
|
Object Detection (F16)
|
100% |
3641
127.8 IPS |
|
Object Detection (I8)
|
52% |
1063
37.3 IPS |
|
Face Detection (F32)
|
100% |
5933
68.2 IPS |
|
Face Detection (F16)
|
97% |
9930
114.1 IPS |
|
Face Detection (I8)
|
75% |
1026
11.8 IPS |
|
Text Classification (F32)
|
100% |
2094
828.1 IPS |
|
Text Classification (F16)
|
100% |
1880
743.7 IPS |
|
Machine Translation (F32)
|
100% |
2248
346.4 IPS |
|
Machine Translation (F16)
|
100% |
2266
349.2 IPS |