Upload Date | December 08 2023 03:16 PM |
Views | 4 |
System Information | |
---|---|
Operating System | iOS 17.1.2 |
Model | iPhone16,1 |
Model ID | iPhone16,1 |
Motherboard | D83AP |
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 | 7.50 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2877
308.2 IPS |
|
Image Classification (F16)
|
100% |
4880
522.9 IPS |
|
Image Classification (I8)
|
81% |
823
88.2 IPS |
|
Image Segmentation (F32)
|
100% |
6117
37.8 IPS |
|
Image Segmentation (F16)
|
100% |
9880
61.0 IPS |
|
Image Segmentation (I8)
|
89% |
1471
9.09 IPS |
|
Pose Estimation (F32)
|
100% |
2491
10.1 IPS |
|
Pose Estimation (F16)
|
100% |
5208
21.1 IPS |
|
Pose Estimation (I8)
|
80% |
277
1.12 IPS |
|
Object Detection (F32)
|
100% |
3789
133.0 IPS |
|
Object Detection (F16)
|
100% |
4116
144.4 IPS |
|
Object Detection (I8)
|
52% |
1160
40.7 IPS |
|
Face Detection (F32)
|
100% |
5971
68.6 IPS |
|
Face Detection (F16)
|
97% |
10921
125.5 IPS |
|
Face Detection (I8)
|
75% |
1132
13.0 IPS |
|
Text Classification (F32)
|
100% |
2163
855.4 IPS |
|
Text Classification (F16)
|
100% |
2484
982.3 IPS |
|
Machine Translation (F32)
|
100% |
2830
436.2 IPS |
|
Machine Translation (F16)
|
100% |
2846
438.6 IPS |