Upload Date | September 13 2023 06:07 PM |
Views | 40 |
System Information | |
---|---|
Operating System | iOS 17.0 |
Model | iPhone15,4 |
Model ID | iPhone15,4 |
Motherboard | D37AP |
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 | 5.54 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
901
96.6 IPS |
|
Image Classification (F16)
|
100% |
847
90.8 IPS |
|
Image Classification (I8)
|
81% |
478
51.2 IPS |
|
Image Segmentation (F32)
|
100% |
1199
7.41 IPS |
|
Image Segmentation (F16)
|
100% |
1130
6.98 IPS |
|
Image Segmentation (I8)
|
89% |
1482
9.16 IPS |
|
Pose Estimation (F32)
|
100% |
426
1.72 IPS |
|
Pose Estimation (F16)
|
100% |
413
1.67 IPS |
|
Pose Estimation (I8)
|
80% |
474
1.92 IPS |
|
Object Detection (F32)
|
100% |
1140
40.0 IPS |
|
Object Detection (F16)
|
100% |
1157
40.6 IPS |
|
Object Detection (I8)
|
52% |
771
27.1 IPS |
|
Face Detection (F32)
|
100% |
1460
16.8 IPS |
|
Face Detection (F16)
|
100% |
1418
16.3 IPS |
|
Face Detection (I8)
|
75% |
850
9.77 IPS |
|
Text Classification (F32)
|
100% |
3015
1.19 KIPS |
|
Text Classification (F16)
|
100% |
3087
1.22 KIPS |
|
Machine Translation (F32)
|
100% |
2358
363.4 IPS |
|
Machine Translation (F16)
|
100% |
2362
364.0 IPS |