I figured out what was the issue. There was a problem with the power adapter. I changed to other one and everything started working again. Output for these two adapters are the same, but for some reason one of them are not working.
I used spl-imx6-emmc and u-boot-imx6-emmc.img again and it boot normally.
So for other folks, try another power adater in case of similar issues.