There is not enough memory attached to FPGAs to do this. Some FOGAs come with 16GB of HBM attached, but that is not enough and the bandwidth provided is not as

There is not enough memory attached to FPGAs to do this. Some FOGAs come with 16GB of HBM attached, but that is not enough and the bandwidth provided is not as high as it is on GPUs. You would need to work out how to connect enough memory chips simultaneously to get high bandwidth and enough capacity in order for a FPGA solution to be performance competitive with a GPU solution.