Upload Date | February 09 2023 01:20 PM |
Views | 6 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Zebra Technologies TC57 |
Model ID | Zebra Technologies TC57 |
Motherboard | sdm660 |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 10 part 2048 revision 2 |
Base Frequency | 1.84 GHz |
Cluster 1 | 4 Cores @ 1.84 GHz |
Cluster 2 | 4 Cores @ 2.21 GHz |
Memory Information | |
---|---|
Size | 3.58 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
81
8.71 IPS |
|
Image Classification (F16)
|
100% |
135
14.5 IPS |
|
Image Classification (I8)
|
81% |
136
14.5 IPS |
|
Image Segmentation (F32)
|
100% |
150
0.93 IPS |
|
Image Segmentation (F16)
|
100% |
150
0.93 IPS |
|
Image Segmentation (I8)
|
89% |
255
1.58 IPS |
|
Pose Estimation (F32)
|
100% |
19
0.08 IPS |
|
Pose Estimation (F16)
|
100% |
37
0.15 IPS |
|
Pose Estimation (I8)
|
80% |
37
0.15 IPS |
|
Object Detection (F32)
|
100% |
77
2.69 IPS |
|
Object Detection (F16)
|
100% |
98
3.45 IPS |
|
Object Detection (I8)
|
54% |
90
3.17 IPS |
|
Face Detection (F32)
|
100% |
125
1.44 IPS |
|
Face Detection (F16)
|
100% |
122
1.41 IPS |
|
Face Detection (I8)
|
75% |
224
2.57 IPS |
|
Text Classification (F32)
|
100% |
163
64.3 IPS |
|
Text Classification (F16)
|
100% |
163
64.4 IPS |
|
Machine Translation (F32)
|
100% |
88
13.6 IPS |
|
Machine Translation (F16)
|
100% |
88
13.6 IPS |