Upload Date | June 13 2021 04:02 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.2 |
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% |
689
73.9 IPS |
|
Image Classification (F16)
|
100% |
1297
139.0 IPS |
|
Image Classification (I8)
|
81% |
357
38.3 IPS |
|
Image Segmentation (F32)
|
100% |
2012
12.4 IPS |
|
Image Segmentation (F16)
|
100% |
3762
23.2 IPS |
|
Image Segmentation (I8)
|
89% |
661
4.09 IPS |
|
Pose Estimation (F32)
|
100% |
662
2.68 IPS |
|
Pose Estimation (F16)
|
100% |
2204
8.92 IPS |
|
Pose Estimation (I8)
|
80% |
132
0.53 IPS |
|
Object Detection (F32)
|
100% |
1274
44.7 IPS |
|
Object Detection (F16)
|
99% |
1255
44.0 IPS |
|
Object Detection (I8)
|
52% |
510
17.9 IPS |
|
Face Detection (F32)
|
100% |
2123
24.4 IPS |
|
Face Detection (F16)
|
97% |
4229
48.6 IPS |
|
Face Detection (I8)
|
75% |
491
5.64 IPS |
|
Text Classification (F32)
|
100% |
489
193.5 IPS |
|
Text Classification (F16)
|
98% |
703
278.2 IPS |
|
Machine Translation (F32)
|
100% |
734
113.2 IPS |
|
Machine Translation (F16)
|
100% |
736
113.4 IPS |