Upload Date | September 29 2021 01:18 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone14,3 |
Model ID | iPhone14,3 |
Motherboard | D64AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.22 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 | 5.53 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2867
307.2 IPS |
|
Image Classification (F16)
|
100% |
4420
473.6 IPS |
|
Image Classification (I8)
|
81% |
695
74.5 IPS |
|
Image Segmentation (F32)
|
100% |
5897
36.4 IPS |
|
Image Segmentation (F16)
|
100% |
8319
51.4 IPS |
|
Image Segmentation (I8)
|
89% |
1261
7.79 IPS |
|
Pose Estimation (F32)
|
100% |
1903
7.70 IPS |
|
Pose Estimation (F16)
|
100% |
4883
19.8 IPS |
|
Pose Estimation (I8)
|
80% |
238
0.96 IPS |
|
Object Detection (F32)
|
100% |
3188
111.9 IPS |
|
Object Detection (F16)
|
100% |
3284
115.2 IPS |
|
Object Detection (I8)
|
52% |
986
34.6 IPS |
|
Face Detection (F32)
|
100% |
5069
58.2 IPS |
|
Face Detection (F16)
|
97% |
9172
105.4 IPS |
|
Face Detection (I8)
|
75% |
939
10.8 IPS |
|
Text Classification (F32)
|
100% |
1594
630.6 IPS |
|
Text Classification (F16)
|
100% |
1527
604.0 IPS |
|
Machine Translation (F32)
|
100% |
1968
303.3 IPS |
|
Machine Translation (F16)
|
100% |
1961
302.2 IPS |