Upload Date | September 09 2022 04:48 PM |
Views | 98 |
System Information | |
---|---|
Operating System | iOS 16.0 |
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 | 3.44 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 | 5.49 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
817
87.5 IPS |
|
Image Classification (F16)
|
100% |
809
86.7 IPS |
|
Image Classification (I8)
|
81% |
488
52.3 IPS |
|
Image Segmentation (F32)
|
100% |
1271
7.85 IPS |
|
Image Segmentation (F16)
|
100% |
1242
7.67 IPS |
|
Image Segmentation (I8)
|
89% |
1496
9.24 IPS |
|
Pose Estimation (F32)
|
100% |
466
1.89 IPS |
|
Pose Estimation (F16)
|
100% |
461
1.86 IPS |
|
Pose Estimation (I8)
|
80% |
527
2.13 IPS |
|
Object Detection (F32)
|
100% |
1207
42.4 IPS |
|
Object Detection (F16)
|
100% |
1198
42.0 IPS |
|
Object Detection (I8)
|
52% |
766
26.9 IPS |
|
Face Detection (F32)
|
100% |
1487
17.1 IPS |
|
Face Detection (F16)
|
100% |
1460
16.8 IPS |
|
Face Detection (I8)
|
75% |
859
9.87 IPS |
|
Text Classification (F32)
|
100% |
1077
425.8 IPS |
|
Text Classification (F16)
|
100% |
1016
402.0 IPS |
|
Machine Translation (F32)
|
100% |
2239
345.1 IPS |
|
Machine Translation (F16)
|
100% |
2256
347.8 IPS |