Upload Date | May 03 2023 05:56 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Google Pixel 7 Pro |
Model ID | Google Pixel 7 Pro |
Motherboard | cheetah |
Governor | sched_pixel |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3396 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.35 GHz |
Cluster 3 | 2 Cores @ 2.85 GHz |
Memory Information | |
---|---|
Size | 11.15 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
466
49.9 IPS |
|
Image Classification (F16)
|
100% |
612
65.5 IPS |
|
Image Classification (I8)
|
81% |
567
60.7 IPS |
|
Image Segmentation (F32)
|
100% |
1953
12.1 IPS |
|
Image Segmentation (F16)
|
100% |
3637
22.5 IPS |
|
Image Segmentation (I8)
|
89% |
3435
21.2 IPS |
|
Pose Estimation (F32)
|
100% |
740
2.99 IPS |
|
Pose Estimation (F16)
|
0% |
2175
8.80 IPS |
|
Pose Estimation (I8)
|
0% |
2197
8.89 IPS |
|
Object Detection (F32)
|
100% |
446
15.7 IPS |
|
Object Detection (F16)
|
99% |
567
19.9 IPS |
|
Object Detection (I8)
|
54% |
575
20.2 IPS |
|
Face Detection (F32)
|
100% |
1583
18.2 IPS |
|
Face Detection (F16)
|
97% |
2409
27.7 IPS |
|
Face Detection (I8)
|
75% |
2229
25.6 IPS |
|
Text Classification (F32)
|
100% |
233
92.3 IPS |
|
Text Classification (F16)
|
46% |
297
117.4 IPS |
|
Machine Translation (F32)
|
100% |
680
104.7 IPS |
|
Machine Translation (F16)
|
100% |
678
104.5 IPS |