Upload Date | May 15 2022 09:25 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 11 |
Model | blackshark SHARK PRS-H0 |
Model ID | blackshark SHARK PRS-H0 |
Motherboard | penrose |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 3.19 GHz |
Memory Information | |
---|---|
Size | 7.44 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
313
33.5 IPS |
|
Image Classification (F16)
|
100% |
264
28.3 IPS |
|
Image Classification (I8)
|
81% |
195
20.9 IPS |
|
Image Segmentation (F32)
|
100% |
496
3.06 IPS |
|
Image Segmentation (F16)
|
100% |
491
3.03 IPS |
|
Image Segmentation (I8)
|
89% |
724
4.47 IPS |
|
Pose Estimation (F32)
|
100% |
241
0.97 IPS |
|
Pose Estimation (F16)
|
100% |
245
0.99 IPS |
|
Pose Estimation (I8)
|
80% |
202
0.82 IPS |
|
Object Detection (F32)
|
100% |
335
11.8 IPS |
|
Object Detection (F16)
|
100% |
304
10.7 IPS |
|
Object Detection (I8)
|
52% |
265
9.30 IPS |
|
Face Detection (F32)
|
100% |
540
6.21 IPS |
|
Face Detection (F16)
|
100% |
542
6.23 IPS |
|
Face Detection (I8)
|
75% |
452
5.19 IPS |
|
Text Classification (F32)
|
100% |
315
124.5 IPS |
|
Text Classification (F16)
|
100% |
316
125.2 IPS |
|
Machine Translation (F32)
|
100% |
429
66.2 IPS |
|
Machine Translation (F16)
|
100% |
432
66.6 IPS |