Have you try using GAPIT?
Are you sure you increase your workspace size?
It is my understanding that GAPIT is more efficient than tassel to analyze large datasets
You can download from buckler's lab
Once again, make sure to increase your workspace in R ( GAPIT run in R)
Best regards
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