Upload Date | September 29 2021 01:27 AM |
Views | 2 |
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 | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
5545
594.1 IPS |
|
Image Classification (F16)
|
100% |
5568
596.6 IPS |
|
Image Classification (I8)
|
81% |
646
69.2 IPS |
|
Image Segmentation (F32)
|
100% |
1852
11.4 IPS |
|
Image Segmentation (F16)
|
100% |
1855
11.5 IPS |
|
Image Segmentation (I8)
|
89% |
1114
6.88 IPS |
|
Pose Estimation (F32)
|
100% |
19138
77.4 IPS |
|
Pose Estimation (F16)
|
100% |
17526
70.9 IPS |
|
Pose Estimation (I8)
|
80% |
213
0.86 IPS |
|
Object Detection (F32)
|
100% |
6942
243.6 IPS |
|
Object Detection (F16)
|
100% |
6956
244.1 IPS |
|
Object Detection (I8)
|
52% |
886
31.1 IPS |
|
Face Detection (F32)
|
100% |
7229
83.1 IPS |
|
Face Detection (F16)
|
100% |
7233
83.1 IPS |
|
Face Detection (I8)
|
75% |
843
9.68 IPS |
|
Text Classification (F32)
|
100% |
1069
423.0 IPS |
|
Text Classification (F16)
|
100% |
1068
422.4 IPS |
|
Machine Translation (F32)
|
100% |
1709
263.3 IPS |
|
Machine Translation (F16)
|
100% |
1704
262.6 IPS |