Has your colleague found any faster solutions to loading the genotype data? Currently it appears we cannot use the BGEN files with hail because of the compression type (discussion here) and for pVCFs compression format also is an issue (only works with forse=true, which is slow and the docs say is highly discouraged). The only other format is PLINK which I’ll try.