Upload Date | September 26 2022 10:08 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.0.2 |
Model | iPhone 8 |
Model ID | iPhone10,1 |
Motherboard | D20AP |
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 | 1.93 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
697
74.7 IPS |
|
Image Classification (F16)
|
100% |
928
99.4 IPS |
|
Image Classification (I8)
|
81% |
359
38.4 IPS |
|
Image Segmentation (F32)
|
100% |
2011
12.4 IPS |
|
Image Segmentation (F16)
|
100% |
3532
21.8 IPS |
|
Image Segmentation (I8)
|
89% |
639
3.94 IPS |
|
Pose Estimation (F32)
|
100% |
646
2.61 IPS |
|
Pose Estimation (F16)
|
100% |
2170
8.78 IPS |
|
Pose Estimation (I8)
|
80% |
126
0.51 IPS |
|
Object Detection (F32)
|
100% |
1165
40.9 IPS |
|
Object Detection (F16)
|
99% |
1192
41.8 IPS |
|
Object Detection (I8)
|
52% |
483
17.0 IPS |
|
Face Detection (F32)
|
100% |
2100
24.1 IPS |
|
Face Detection (F16)
|
97% |
4230
48.6 IPS |
|
Face Detection (I8)
|
75% |
435
4.99 IPS |
|
Text Classification (F32)
|
100% |
455
180.0 IPS |
|
Text Classification (F16)
|
98% |
675
266.9 IPS |
|
Machine Translation (F32)
|
100% |
713
109.9 IPS |
|
Machine Translation (F16)
|
100% |
704
108.5 IPS |