Upload Date | June 13 2021 03:10 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
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% |
628
67.3 IPS |
|
Image Classification (F16)
|
100% |
622
66.7 IPS |
|
Image Classification (I8)
|
81% |
434
46.5 IPS |
|
Image Segmentation (F32)
|
100% |
969
5.98 IPS |
|
Image Segmentation (F16)
|
100% |
951
5.87 IPS |
|
Image Segmentation (I8)
|
89% |
1413
8.73 IPS |
|
Pose Estimation (F32)
|
100% |
371
1.50 IPS |
|
Pose Estimation (F16)
|
100% |
364
1.47 IPS |
|
Pose Estimation (I8)
|
80% |
445
1.80 IPS |
|
Object Detection (F32)
|
100% |
899
31.5 IPS |
|
Object Detection (F16)
|
100% |
899
31.5 IPS |
|
Object Detection (I8)
|
52% |
750
26.3 IPS |
|
Face Detection (F32)
|
100% |
1089
12.5 IPS |
|
Face Detection (F16)
|
100% |
1071
12.3 IPS |
|
Face Detection (I8)
|
75% |
813
9.35 IPS |
|
Text Classification (F32)
|
100% |
2437
963.9 IPS |
|
Text Classification (F16)
|
100% |
2344
927.0 IPS |
|
Machine Translation (F32)
|
100% |
1687
259.9 IPS |
|
Machine Translation (F16)
|
100% |
1686
259.9 IPS |