// Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. #include #include #include #include #include #include "paddle/extension.h" #define SPECULATE_MAX_BSZ 256 #define MAX_DRAFT_TOKENS 6 struct msgdata { long mtype; int mtext[SPECULATE_MAX_BSZ * MAX_DRAFT_TOKENS + SPECULATE_MAX_BSZ + 2]; // stop_flag, bsz, accept_num*bsz, tokens... }; void SpeculateSaveWithOutputMsg(const paddle::Tensor& accept_tokens, const paddle::Tensor& accept_num, const paddle::Tensor& not_need_stop, // cpu int64_t rank_id) { if (rank_id > 0) return; int max_draft_tokens = accept_tokens.shape()[1]; auto accept_tokens_cpu = accept_tokens.copy_to(paddle::CPUPlace(), false); auto accept_num_cpu = accept_num.copy_to(paddle::CPUPlace(), false); int64_t *accept_tokens_data = accept_tokens_cpu.data(); int *accept_num_data = accept_num_cpu.data(); bool not_need_stop_data = not_need_stop.data()[0]; static struct msgdata msg_sed; static key_t key = ftok("./", 1); static int msgid = msgget(key, IPC_CREAT | 0666); msg_sed.mtype = 1; msg_sed.mtext[0] = not_need_stop_data ? 1 : -1; int bsz = accept_tokens.shape()[0]; msg_sed.mtext[1] = bsz; for (int i = 2; i < SPECULATE_MAX_BSZ + 2; i++) { if (i - 2 >= bsz) { msg_sed.mtext[i] = 0; } else { msg_sed.mtext[i] = (int)accept_num_data[i - 2]; } } for (int i = SPECULATE_MAX_BSZ + 2; i < SPECULATE_MAX_BSZ * MAX_DRAFT_TOKENS + SPECULATE_MAX_BSZ + 2; i++) { int token_id = i - SPECULATE_MAX_BSZ - 2; int bid = token_id / MAX_DRAFT_TOKENS; int local_token_id = token_id % MAX_DRAFT_TOKENS; if (token_id / MAX_DRAFT_TOKENS >= bsz) { msg_sed.mtext[i] = 0; } else { msg_sed.mtext[i] = accept_tokens_data[bid * max_draft_tokens + local_token_id]; } } if ((msgsnd(msgid, &msg_sed, (SPECULATE_MAX_BSZ * MAX_DRAFT_TOKENS + SPECULATE_MAX_BSZ + 2) * 4, 0)) == -1) { printf("full msg buffer\n"); } return; } PD_BUILD_OP(speculate_save_output) .Inputs({"accept_tokens", "accept_num", "not_need_stop"}) .Attrs({"rank_id: int64_t"}) .Outputs({"x_out"}) .SetInplaceMap({{"accept_tokens", "x_out"}}) .SetKernelFn(PD_KERNEL(SpeculateSaveWithOutputMsg));