StanfordSNR / puffer

Puffer is a free live TV streaming website and a research study at Stanford using machine learning to improve video streaming
https://puffer.stanford.edu
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blur mechanism intergrated #21

Closed Steamgjk closed 4 years ago

Steamgjk commented 4 years ago

Blurred Mechanism Integrated, Exemplar Configuration Parameters as Follows

experiments:

Steamgjk commented 4 years ago

STD 1.6 (Cross-Entropy-Loss ~1.5) and 5.0 (Cross-Entropy-Loss ~2.5) are the 2 cases that we want.

STD Cross-Entropy-Loss
0.6 0.73012545
0.7 0.83488715
0.8 0.92994159
0.9 1.01693994
1 1.09734709
1.1 1.17217075
1.2 1.24215107
1.3 1.30786814
1.4 1.36979568
1.5 1.42833125
1.6 1.48381309
1.7 1.53653233
1.8 1.58674152
1.9 1.63466129
2 1.68048531
2.1 1.72438429
2.2 1.76650932
2.3 1.80699464
2.4 1.84595956
2.5 1.88350977
2.6 1.9197383
2.7 1.95472631
2.8 1.98854401
2.9 2.02125172
3 2.05290096
3.1 2.08353567
3.2 2.11319338
3.3 2.14190639
3.4 2.16970278
3.5 2.19660747
3.6 2.22264301
3.7 2.24783031
3.8 2.27218923
3.9 2.29573902
4 2.31849872
4.1 2.34048731
4.2 2.36172393
4.3 2.38222796
4.4 2.40201904
4.5 2.42111703
4.6 2.43954205
4.7 2.45731435
4.8 2.47445425
4.9 2.49098211
5 2.50478337
francisyyan commented 4 years ago

Code review comments need to be addressed in place by revising the existing commits. Each commit should implement only one feature / bug fix, so in this case, I coalesced all commits into one for you and created another pull request. I'll close this pull request and review the new one.