Upload Date | June 12 2021 09:56 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 14.5.1 |
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% |
634
67.9 IPS |
|
Image Classification (F16)
|
100% |
615
65.9 IPS |
|
Image Classification (I8)
|
81% |
454
48.7 IPS |
|
Image Segmentation (F32)
|
100% |
944
5.83 IPS |
|
Image Segmentation (F16)
|
100% |
924
5.70 IPS |
|
Image Segmentation (I8)
|
89% |
1409
8.70 IPS |
|
Pose Estimation (F32)
|
100% |
359
1.45 IPS |
|
Pose Estimation (F16)
|
100% |
350
1.42 IPS |
|
Pose Estimation (I8)
|
80% |
435
1.76 IPS |
|
Object Detection (F32)
|
100% |
867
30.4 IPS |
|
Object Detection (F16)
|
100% |
879
30.9 IPS |
|
Object Detection (I8)
|
52% |
759
26.6 IPS |
|
Face Detection (F32)
|
100% |
1070
12.3 IPS |
|
Face Detection (F16)
|
100% |
1046
12.0 IPS |
|
Face Detection (I8)
|
75% |
814
9.35 IPS |
|
Text Classification (F32)
|
100% |
2342
926.5 IPS |
|
Text Classification (F16)
|
100% |
2338
924.5 IPS |
|
Machine Translation (F32)
|
100% |
1683
259.3 IPS |
|
Machine Translation (F16)
|
100% |
1689
260.4 IPS |