Upload Date | December 03 2023 07:50 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.7.2 |
Model | iPhone15,3 |
Model ID | iPhone15,3 |
Motherboard | D74AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.45 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 | 5.49 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
812
87.0 IPS |
|
Image Classification (F16)
|
100% |
790
84.6 IPS |
|
Image Classification (I8)
|
81% |
470
50.4 IPS |
|
Image Segmentation (F32)
|
100% |
1245
7.69 IPS |
|
Image Segmentation (F16)
|
100% |
1237
7.64 IPS |
|
Image Segmentation (I8)
|
89% |
1467
9.06 IPS |
|
Pose Estimation (F32)
|
100% |
470
1.90 IPS |
|
Pose Estimation (F16)
|
100% |
465
1.88 IPS |
|
Pose Estimation (I8)
|
80% |
535
2.17 IPS |
|
Object Detection (F32)
|
100% |
1221
42.8 IPS |
|
Object Detection (F16)
|
100% |
1214
42.6 IPS |
|
Object Detection (I8)
|
52% |
744
26.1 IPS |
|
Face Detection (F32)
|
100% |
1494
17.2 IPS |
|
Face Detection (F16)
|
100% |
1461
16.8 IPS |
|
Face Detection (I8)
|
75% |
849
9.75 IPS |
|
Text Classification (F32)
|
100% |
1087
429.8 IPS |
|
Text Classification (F16)
|
100% |
1031
408.0 IPS |
|
Machine Translation (F32)
|
100% |
2251
347.0 IPS |
|
Machine Translation (F16)
|
100% |
2244
345.8 IPS |