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[Code Simplification] remove cum_offsets (#3410)
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This commit is contained in:
lizexu123
2025-08-18 20:21:25 +08:00
committed by GitHub
parent 2cf96ddd68
commit 32b39620bc
9 changed files with 73 additions and 87 deletions
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5
fastdeploy/spec_decode/mtp.py
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@@ -274,7 +274,6 @@ class MTPProposer(Proposer):
self.model_inputs["not_need_stop"] = paddle.to_tensor([False], dtype="bool", place="cpu")
self.model_inputs["pre_ids"] = paddle.clone(self.main_model_inputs["pre_ids"])
self.model_inputs["ids_remove_padding"] = paddle.clone(self.main_model_inputs["ids_remove_padding"])
self.model_inputs["cum_offsets"] = paddle.clone(self.main_model_inputs["cum_offsets"])
self.model_inputs["batch_id_per_token"] = paddle.clone(self.main_model_inputs["batch_id_per_token"])
self.model_inputs["cu_seqlens_q"] = paddle.clone(self.main_model_inputs["cu_seqlens_q"])
self.model_inputs["cu_seqlens_k"] = paddle.clone(self.main_model_inputs["cu_seqlens_k"])
@@ -530,7 +529,6 @@ class MTPProposer(Proposer):
# Remove padding
(
ids_remove_padding,
cum_offsets,
batch_id_per_token,
cu_seqlens_q,
cu_seqlens_k,
@@ -546,7 +544,6 @@ class MTPProposer(Proposer):
)
# Initialize forward meta data
self.model_inputs["ids_remove_padding"].copy_(ids_remove_padding, False)
self.model_inputs["cum_offsets"].copy_(cum_offsets, False)
self.model_inputs["batch_id_per_token"].copy_(batch_id_per_token, False)
self.model_inputs["cu_seqlens_q"].copy_(cu_seqlens_q, False)
self.model_inputs["cu_seqlens_k"].copy_(cu_seqlens_k, False)
@@ -581,7 +578,7 @@ class MTPProposer(Proposer):
hidden_states = rebuild_padding(
model_output,
self.model_inputs["cum_offsets"],
self.model_inputs["cu_seqlens_q"],
self.model_inputs["seq_lens_this_time"],
self.model_inputs["seq_lens_decoder"],
self.model_inputs["seq_lens_encoder"],