Upload Date | November 05 2021 04:21 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.1 |
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 | 5.57 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
624
66.8 IPS |
|
Image Classification (F16)
|
100% |
613
65.7 IPS |
|
Image Classification (I8)
|
81% |
409
43.9 IPS |
|
Image Segmentation (F32)
|
100% |
978
6.04 IPS |
|
Image Segmentation (F16)
|
100% |
962
5.94 IPS |
|
Image Segmentation (I8)
|
89% |
1370
8.47 IPS |
|
Pose Estimation (F32)
|
100% |
362
1.47 IPS |
|
Pose Estimation (F16)
|
100% |
359
1.45 IPS |
|
Pose Estimation (I8)
|
80% |
443
1.79 IPS |
|
Object Detection (F32)
|
100% |
930
32.7 IPS |
|
Object Detection (F16)
|
100% |
943
33.1 IPS |
|
Object Detection (I8)
|
52% |
724
25.4 IPS |
|
Face Detection (F32)
|
100% |
1078
12.4 IPS |
|
Face Detection (F16)
|
100% |
1072
12.3 IPS |
|
Face Detection (I8)
|
75% |
819
9.41 IPS |
|
Text Classification (F32)
|
100% |
2338
924.6 IPS |
|
Text Classification (F16)
|
100% |
2334
923.2 IPS |
|
Machine Translation (F32)
|
100% |
1681
259.0 IPS |
|
Machine Translation (F16)
|
100% |
1687
260.0 IPS |