Upload Date | November 29 2023 06:44 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.1.1 |
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 | 3.78 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 | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2882
308.8 IPS |
|
Image Classification (F16)
|
100% |
4786
512.8 IPS |
|
Image Classification (I8)
|
81% |
834
89.4 IPS |
|
Image Segmentation (F32)
|
100% |
6067
37.5 IPS |
|
Image Segmentation (F16)
|
100% |
9752
60.2 IPS |
|
Image Segmentation (I8)
|
89% |
1502
9.28 IPS |
|
Pose Estimation (F32)
|
100% |
2457
9.94 IPS |
|
Pose Estimation (F16)
|
100% |
5156
20.9 IPS |
|
Pose Estimation (I8)
|
80% |
280
1.13 IPS |
|
Object Detection (F32)
|
100% |
3744
131.4 IPS |
|
Object Detection (F16)
|
100% |
3892
136.6 IPS |
|
Object Detection (I8)
|
52% |
1181
41.5 IPS |
|
Face Detection (F32)
|
100% |
5843
67.1 IPS |
|
Face Detection (F16)
|
97% |
10689
122.8 IPS |
|
Face Detection (I8)
|
75% |
1145
13.2 IPS |
|
Text Classification (F32)
|
100% |
2684
1.06 KIPS |
|
Text Classification (F16)
|
100% |
2443
966.3 IPS |
|
Machine Translation (F32)
|
100% |
2842
438.1 IPS |
|
Machine Translation (F16)
|
100% |
2846
438.6 IPS |