Upload Date | June 13 2021 04:51 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.5.1 |
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% |
653
70.0 IPS |
|
Image Classification (F16)
|
100% |
384
41.1 IPS |
|
Image Classification (I8)
|
81% |
616
66.1 IPS |
|
Image Segmentation (F32)
|
100% |
574
3.55 IPS |
|
Image Segmentation (F16)
|
100% |
622
3.84 IPS |
|
Image Segmentation (I8)
|
89% |
1263
7.80 IPS |
|
Pose Estimation (F32)
|
100% |
259
1.05 IPS |
|
Pose Estimation (F16)
|
100% |
224
0.91 IPS |
|
Pose Estimation (I8)
|
80% |
330
1.33 IPS |
|
Object Detection (F32)
|
100% |
681
23.9 IPS |
|
Object Detection (F16)
|
100% |
650
22.8 IPS |
|
Object Detection (I8)
|
52% |
868
30.4 IPS |
|
Face Detection (F32)
|
100% |
695
7.99 IPS |
|
Face Detection (F16)
|
100% |
666
7.65 IPS |
|
Face Detection (I8)
|
75% |
903
10.4 IPS |
|
Text Classification (F32)
|
100% |
1926
761.7 IPS |
|
Text Classification (F16)
|
100% |
2175
860.3 IPS |
|
Machine Translation (F32)
|
100% |
1690
260.4 IPS |
|
Machine Translation (F16)
|
100% |
1691
260.6 IPS |