I'm not sure which one of these would be the installer.
This is what I have downloaded from my vmware:
"VMware vSphere Hypervisor (ESXi ISO) image (Includes VMware Tools)
2019-08-20 | 6.7.0U3 | 314.66 MB | iso
Boot your server with this image in order to install or upgrade to ESXi (ESXi requires 64-bit capable servers). This ESXi image includes VMware Tools."
I also tried this download:
"VMware vSphere Hypervisor (ESXi ISO) image (Includes VMware Tools)
2018-04-17 | 6.7.0 | 330.31 MB | iso
Boot your server with this image in order to install or upgrade to ESXi (ESXi requires 64-bit capable servers). This ESXi image includes VMware Tools."
Both of these say "Boot your server with this image in order to install or upgrade to ESXi" so I cannot understand why it's not installing and only running from the USB and not actually installing to the hard drive.