Fix sliding window attention used in Gemma2FlashAttention2 (#32522)
* fix sliding window attention (flash2) in gemma2 model
* [run-slow] gemma
* fix slicing attention_mask for flash_attn2
* fix slicing attention_mask when flash_attn is used
* add missing comment
* slice the last seq_len tokens in the key, value states
* revert code of slicing key, value states