IAF (Inverse Autoregressive Flow)

实验设置是1,000,000轮,我觉得收敛速度是硬伤。从500以后就看不出变化了。有因为速度太慢,循环到6200多轮我就停了。
实验结果:

IAF (Inverse Autoregressive Flow)_第1张图片
logsample_fixed1_10.png
IAF (Inverse Autoregressive Flow)_第2张图片
30
IAF (Inverse Autoregressive Flow)_第3张图片
logsample_fixed1_50.png
IAF (Inverse Autoregressive Flow)_第4张图片
logsample_fixed1_100.png
IAF (Inverse Autoregressive Flow)_第5张图片
logsample_fixed1_200.png
IAF (Inverse Autoregressive Flow)_第6张图片
logsample_fixed1_300.png
IAF (Inverse Autoregressive Flow)_第7张图片
logsample_fixed1_500.png
IAF (Inverse Autoregressive Flow)_第8张图片
logsample_fixed1_1000.png
IAF (Inverse Autoregressive Flow)_第9张图片
logsample_fixed1_2000.png
IAF (Inverse Autoregressive Flow)_第10张图片
logsample_fixed1_3000.png
IAF (Inverse Autoregressive Flow)_第11张图片
4000.png

IAF (Inverse Autoregressive Flow)_第12张图片
5000

IAF (Inverse Autoregressive Flow)_第13张图片
6000

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