6 ms·
No the compiled version is actually faster. From that table, the A100 tok/sec (larger is faster) numbers are: - Eager: 28 - Compiled: 128 And - KV cache ea
by ModelForge 1y ago
No the compiled version is actually faster.
From that table, the A100 tok/sec (larger is faster) numbers are:
- Eager: 28
- Compiled: 128
And
- KV cache eager: 26
- KV cache compiled: 99
The reason that the KV cache is slower is likely because it's not GPU-optimized code. On CPU the KV cache is faster. To make it faster on GPU, you would pre-allocate the tensors on the device for example instead of `torch.cat`ting them on the fly
- ladberg 1y agoAh yep read the labels backwards and meant that - ty for catching and for the explanation