Upload Date | May 11 2021 12:20 PM |
Views | 3 |
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% |
664
71.2 IPS |
|
Image Classification (F16)
|
100% |
661
70.8 IPS |
|
Image Classification (I8)
|
81% |
436
46.7 IPS |
|
Image Segmentation (F32)
|
100% |
1007
6.22 IPS |
|
Image Segmentation (F16)
|
100% |
987
6.10 IPS |
|
Image Segmentation (I8)
|
89% |
1409
8.70 IPS |
|
Pose Estimation (F32)
|
100% |
375
1.52 IPS |
|
Pose Estimation (F16)
|
100% |
371
1.50 IPS |
|
Pose Estimation (I8)
|
80% |
453
1.83 IPS |
|
Object Detection (F32)
|
100% |
742
26.0 IPS |
|
Object Detection (F16)
|
100% |
731
25.7 IPS |
|
Object Detection (I8)
|
52% |
563
19.8 IPS |
|
Face Detection (F32)
|
100% |
1095
12.6 IPS |
|
Face Detection (F16)
|
100% |
1080
12.4 IPS |
|
Face Detection (I8)
|
75% |
815
9.37 IPS |
|
Text Classification (F32)
|
100% |
2350
929.5 IPS |
|
Text Classification (F16)
|
100% |
2430
961.2 IPS |
|
Machine Translation (F32)
|
100% |
1694
261.0 IPS |
|
Machine Translation (F16)
|
100% |
1695
261.2 IPS |