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25 changes: 0 additions & 25 deletions vllm/v1/worker/tpu_model_runner.py
Original file line number Diff line number Diff line change
Expand Up @@ -509,31 +509,6 @@ def _prepare_inputs(self, scheduler_output: "SchedulerOutput"):
logits_indices = logits_indices.to(self.device)
return attn_metadata, logits_indices

def _scatter_placeholders(
self,
embeds: torch.Tensor,
is_embed: Optional[torch.Tensor],
) -> torch.Tensor:
if is_embed is None:
return embeds

placeholders = embeds.new_full(
(is_embed.shape[0], embeds.shape[-1]),
fill_value=torch.nan,
)
placeholders[is_embed] = embeds
return placeholders

def _gather_placeholders(
self,
placeholders: torch.Tensor,
is_embed: Optional[torch.Tensor],
) -> torch.Tensor:
if is_embed is None:
return placeholders

return placeholders[is_embed]

def _execute_mm_encoder(self, scheduler_output: "SchedulerOutput"):
scheduled_encoder_inputs = scheduler_output.scheduled_encoder_inputs
if not scheduled_encoder_inputs:
Expand Down