Upload Date | October 22 2021 09:02 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.7.1 |
Model | iPhone 12 Pro Max |
Model ID | iPhone13,4 |
Motherboard | D54pAP |
CPU Information | |
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Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 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 | 5.58 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
638
68.4 IPS |
|
Image Classification (F16)
|
100% |
618
66.2 IPS |
|
Image Classification (I8)
|
81% |
445
47.7 IPS |
|
Image Segmentation (F32)
|
100% |
968
5.98 IPS |
|
Image Segmentation (F16)
|
100% |
949
5.86 IPS |
|
Image Segmentation (I8)
|
89% |
1417
8.75 IPS |
|
Pose Estimation (F32)
|
100% |
359
1.45 IPS |
|
Pose Estimation (F16)
|
100% |
358
1.45 IPS |
|
Pose Estimation (I8)
|
80% |
440
1.78 IPS |
|
Object Detection (F32)
|
100% |
902
31.7 IPS |
|
Object Detection (F16)
|
100% |
900
31.6 IPS |
|
Object Detection (I8)
|
52% |
754
26.5 IPS |
|
Face Detection (F32)
|
100% |
1090
12.5 IPS |
|
Face Detection (F16)
|
100% |
1081
12.4 IPS |
|
Face Detection (I8)
|
75% |
820
9.42 IPS |
|
Text Classification (F32)
|
100% |
2334
923.2 IPS |
|
Text Classification (F16)
|
100% |
2369
937.1 IPS |
|
Machine Translation (F32)
|
100% |
1683
259.4 IPS |
|
Machine Translation (F16)
|
100% |
1688
260.1 IPS |