Upload Date | June 12 2021 08:21 PM |
Views | 4 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone 12 Pro Max |
Model ID | iPhone13,4 |
Motherboard | D54pAP |
CPU Information | |
---|---|
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
626
67.1 IPS |
|
Image Classification (F16)
|
100% |
619
66.3 IPS |
|
Image Classification (I8)
|
81% |
434
46.5 IPS |
|
Image Segmentation (F32)
|
100% |
980
6.05 IPS |
|
Image Segmentation (F16)
|
100% |
955
5.90 IPS |
|
Image Segmentation (I8)
|
89% |
1390
8.59 IPS |
|
Pose Estimation (F32)
|
100% |
366
1.48 IPS |
|
Pose Estimation (F16)
|
100% |
365
1.48 IPS |
|
Pose Estimation (I8)
|
80% |
441
1.79 IPS |
|
Object Detection (F32)
|
100% |
926
32.5 IPS |
|
Object Detection (F16)
|
100% |
937
32.9 IPS |
|
Object Detection (I8)
|
52% |
742
26.0 IPS |
|
Face Detection (F32)
|
100% |
1104
12.7 IPS |
|
Face Detection (F16)
|
100% |
1098
12.6 IPS |
|
Face Detection (I8)
|
75% |
815
9.36 IPS |
|
Text Classification (F32)
|
100% |
2310
913.8 IPS |
|
Text Classification (F16)
|
100% |
2168
857.5 IPS |
|
Machine Translation (F32)
|
100% |
1721
265.3 IPS |
|
Machine Translation (F16)
|
100% |
1686
259.9 IPS |