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258c7540c0
Co-authored-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com> open source f8c0381a2bc50ee2739c3d8c2be481b31e5f00bd (#2736) Co-authored-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com> Add note for blackwell (#2742) Update the docs to workaround the extra-index-url issue (#2744) update README.md (#2751) Fix github io pages (#2761) Update
90 lines
3.5 KiB
C++
90 lines
3.5 KiB
C++
/*
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* Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#pragma once
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#include "tensorrt_llm/executor/executor.h"
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#include "tensorrt_llm/runtime/iTensor.h"
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#include "tensorrt_llm/runtime/modelConfig.h"
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#include "tensorrt_llm/runtime/tllmRuntime.h"
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#include "tensorrt_llm/runtime/worldConfig.h"
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namespace tensorrt_llm::runtime
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{
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class LookaheadDecodingBuffers
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{
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public:
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using SizeType32 = runtime::SizeType32;
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using TensorPtr = runtime::ITensor::SharedPtr;
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using ITensor = tensorrt_llm::runtime::ITensor;
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LookaheadDecodingBuffers(
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SizeType32 maxNumSequences, SizeType32 maxTokensPerStep, runtime::BufferManager const& bufferManager);
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TensorPtr generationLengths; // [mMaxNumRequests]
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TensorPtr positionOffsets; // [mMaxNumRequests, maxTokensPerStep]
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TensorPtr packedMasks; // [mMaxNumRequests, maxTokensPerStep, divUp(maxTokensPerStep, 32)]
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TensorPtr positionIds;
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};
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class LookaheadRuntimeBuffers
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{
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public:
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using SizeType32 = tensorrt_llm::runtime::SizeType32;
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using ITensor = tensorrt_llm::runtime::ITensor;
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using TensorPtr = runtime::ITensor::SharedPtr;
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using TensorMap = runtime::StringPtrMap<runtime::ITensor>;
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LookaheadRuntimeBuffers(SizeType32 maxBatchSize, SizeType32 maxBeamWidth, runtime::BufferManager const& manager,
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runtime::ModelConfig const& modelConfig, runtime::WorldConfig const& worldConfig,
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executor::DecodingConfig const& decodingConfig, runtime::TllmRuntime const& runtime);
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void setFromInputs(SizeType32 numCtxSequences, SizeType32 numGenSequences, runtime::ITensor const& requestTypes,
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ITensor const& seqSlots, LookaheadDecodingBuffers const& decoderLookaheadBuffers,
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runtime::TllmRuntime const& runtime, runtime::ModelConfig const& modelConfig,
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runtime::WorldConfig const& worldConfig) const;
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void reshape(SizeType32 numCtxSequences, SizeType32 numGenSequences, SizeType32 tokensPerStep);
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void insertInputTensors(
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TensorMap& inputBuffers, TensorMap& outputBuffers, runtime::WorldConfig const& worldConfig) const;
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void enableLookaheadDecoding(SizeType32 maxBatchSize, SizeType32 tokensPerStep);
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void disableLookaheadDecoding();
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public:
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TensorPtr cumSumLength; // [1] the cumulative sum of generation length, on pinned
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TensorPtr packedMasksDevice; // [forwardBatchSize, tokensPerStep, numPackedMasks], on gpu
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TensorPtr generationLengthsDevice; // [forwardBatchSize], on gpu
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TensorPtr positionOffsetsDevice; // [forwardBatchSize, tokensPerStep], on gpu
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TensorPtr positionIdsDevice; // [forwardBatchSize, tokensPerStep], on gpu
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TensorPtr packedMaskHost;
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TensorPtr generationLengthsHost;
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TensorPtr positionOffsetsHost;
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TensorPtr positionIdsHost;
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TensorPtr packedMaskHostCopy;
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TensorPtr generationLengthsHostCopy;
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TensorPtr positionOffsetsHostCopy;
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TensorPtr positionIdsHostCopy;
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TensorPtr useSpecDecoding;
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TensorPtr batchSlotsHostCopy;
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};
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} // namespace tensorrt_llm::runtime
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