Upload Date | September 28 2021 11:32 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
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 | 5.57 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
631
67.6 IPS |
|
Image Classification (F16)
|
100% |
630
67.5 IPS |
|
Image Classification (I8)
|
81% |
423
45.4 IPS |
|
Image Segmentation (F32)
|
100% |
977
6.04 IPS |
|
Image Segmentation (F16)
|
100% |
962
5.94 IPS |
|
Image Segmentation (I8)
|
89% |
1394
8.61 IPS |
|
Pose Estimation (F32)
|
100% |
374
1.51 IPS |
|
Pose Estimation (F16)
|
100% |
370
1.50 IPS |
|
Pose Estimation (I8)
|
80% |
451
1.82 IPS |
|
Object Detection (F32)
|
100% |
905
31.8 IPS |
|
Object Detection (F16)
|
100% |
913
32.1 IPS |
|
Object Detection (I8)
|
52% |
724
25.4 IPS |
|
Face Detection (F32)
|
100% |
1090
12.5 IPS |
|
Face Detection (F16)
|
100% |
1078
12.4 IPS |
|
Face Detection (I8)
|
75% |
816
9.38 IPS |
|
Text Classification (F32)
|
100% |
2320
917.6 IPS |
|
Text Classification (F16)
|
100% |
2401
949.5 IPS |
|
Machine Translation (F32)
|
100% |
1690
260.5 IPS |
|
Machine Translation (F16)
|
100% |
1700
262.1 IPS |