Upload Date | September 28 2021 11:41 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone14,5 |
Model ID | iPhone14,5 |
Motherboard | D17AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.24 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 | 3.60 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1593
170.6 IPS |
|
Image Classification (F16)
|
100% |
2646
283.5 IPS |
|
Image Classification (I8)
|
81% |
681
73.0 IPS |
|
Image Segmentation (F32)
|
100% |
5085
31.4 IPS |
|
Image Segmentation (F16)
|
100% |
7126
44.0 IPS |
|
Image Segmentation (I8)
|
89% |
1140
7.04 IPS |
|
Pose Estimation (F32)
|
100% |
1764
7.14 IPS |
|
Pose Estimation (F16)
|
100% |
4198
17.0 IPS |
|
Pose Estimation (I8)
|
80% |
216
0.87 IPS |
|
Object Detection (F32)
|
100% |
1565
54.9 IPS |
|
Object Detection (F16)
|
100% |
3032
106.4 IPS |
|
Object Detection (I8)
|
52% |
891
31.3 IPS |
|
Face Detection (F32)
|
100% |
4833
55.5 IPS |
|
Face Detection (F16)
|
97% |
5805
66.7 IPS |
|
Face Detection (I8)
|
75% |
864
9.92 IPS |
|
Text Classification (F32)
|
100% |
984
389.1 IPS |
|
Text Classification (F16)
|
100% |
1096
433.3 IPS |
|
Machine Translation (F32)
|
100% |
1979
305.0 IPS |
|
Machine Translation (F16)
|
100% |
1981
305.3 IPS |