Upload Date | June 12 2021 10:28 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone X |
Model ID | iPhone10,3 |
Motherboard | D22AP |
CPU Information | |
---|---|
Name | Apple A11 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.39 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.76 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
664
71.1 IPS |
|
Image Classification (F16)
|
100% |
743
79.6 IPS |
|
Image Classification (I8)
|
81% |
360
38.5 IPS |
|
Image Segmentation (F32)
|
100% |
2027
12.5 IPS |
|
Image Segmentation (F16)
|
100% |
3653
22.6 IPS |
|
Image Segmentation (I8)
|
89% |
662
4.09 IPS |
|
Pose Estimation (F32)
|
100% |
662
2.68 IPS |
|
Pose Estimation (F16)
|
100% |
2213
8.95 IPS |
|
Pose Estimation (I8)
|
80% |
132
0.53 IPS |
|
Object Detection (F32)
|
100% |
1294
45.4 IPS |
|
Object Detection (F16)
|
99% |
1296
45.5 IPS |
|
Object Detection (I8)
|
52% |
512
18.0 IPS |
|
Face Detection (F32)
|
100% |
2125
24.4 IPS |
|
Face Detection (F16)
|
97% |
4277
49.1 IPS |
|
Face Detection (I8)
|
75% |
490
5.63 IPS |
|
Text Classification (F32)
|
100% |
489
193.3 IPS |
|
Text Classification (F16)
|
98% |
703
278.1 IPS |
|
Machine Translation (F32)
|
100% |
740
114.1 IPS |
|
Machine Translation (F16)
|
100% |
743
114.5 IPS |