Upload Date | January 19 2022 09:00 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.2.1 |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
623
66.7 IPS |
|
Image Classification (F16)
|
100% |
619
66.3 IPS |
|
Image Classification (I8)
|
81% |
402
43.1 IPS |
|
Image Segmentation (F32)
|
100% |
1028
6.35 IPS |
|
Image Segmentation (F16)
|
100% |
1009
6.24 IPS |
|
Image Segmentation (I8)
|
89% |
1386
8.56 IPS |
|
Pose Estimation (F32)
|
100% |
385
1.56 IPS |
|
Pose Estimation (F16)
|
100% |
374
1.51 IPS |
|
Pose Estimation (I8)
|
80% |
456
1.85 IPS |
|
Object Detection (F32)
|
100% |
945
33.2 IPS |
|
Object Detection (F16)
|
100% |
965
33.9 IPS |
|
Object Detection (I8)
|
52% |
712
25.0 IPS |
|
Face Detection (F32)
|
100% |
1084
12.5 IPS |
|
Face Detection (F16)
|
100% |
1094
12.6 IPS |
|
Face Detection (I8)
|
75% |
818
9.40 IPS |
|
Text Classification (F32)
|
100% |
2328
920.7 IPS |
|
Text Classification (F16)
|
100% |
2326
920.0 IPS |
|
Machine Translation (F32)
|
100% |
1671
257.6 IPS |
|
Machine Translation (F16)
|
100% |
1686
259.8 IPS |