4 ms·
I am, with many optimizations eg dynamic batching, tensorrt, but most important is batch size > 1 -- cheating a little bit in the comparison ;). batch size 1 i
by huac 3y ago
I am, with many optimizations eg dynamic batching, tensorrt, but most important is batch size > 1 -- cheating a little bit in the comparison ;).
batch size 1 is more like 200 tok/s, still a very large improvement. the reason why this is still an interesting comparison is that it's comparing consumer hardware vs scaled datacenter setups. datacenter setups are much more efficient in large part because they are designed to process many inputs at once, fully utilizing the hardware. there are advantages to scale in inference, for the gpu-rich.