TensorRT-LLMs/cpp/include/tensorrt_llm/batch_manager
katec846 eeb605abd6
feat: Offloading Multimodal embedding table to CPU in Chunked Prefill Mode (#3380)
* Feat: Offload ptable to cpu if enable_chunk_context

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>

* Feat: offload ptable to cpu for chunk context mode

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>

* Fix and add comment

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>

* Update Readme for multimodal and add a new param mm_embedding_offloading

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>

* fix: Correct prompt table offloading condition in PromptTuningBuffers

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>

* Clean up the code

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>

* Add commits to explain copy from cpu <-> gpu using pinned memory

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>

* Fix namings based on comments

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>

* Fix format based on precommit

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>

* Modify --mm_embedding_offloading flag

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>

---------

Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>
Co-authored-by: Haohang Huang <31998628+symphonylyh@users.noreply.github.com>
2025-04-21 14:31:01 +08:00
..
allocateKvCache.h Update TensorRT-LLM (#2792) 2025-02-18 21:27:39 +08:00
assignReqSeqSlots.h Update TensorRT-LLM (#2436) 2024-11-12 15:27:49 +08:00
cacheTransceiver.h feat: Run PyExecutor's inference flow to estimate max_num_tokens for kv_cache_manager (#3092) 2025-04-10 18:29:40 +08:00
capacityScheduler.h feat: allocate minimal blocks per window size (#3028) 2025-04-17 16:04:57 +08:00
common.h open source 4dbf696ae9b74a26829d120b67ab8443d70c8e58 (#2297) 2024-10-08 12:19:19 +02:00
contextProgress.h Update TensorRT-LLM (#2413) 2024-11-05 16:27:06 +08:00
createNewDecoderRequests.h Update TensorRT-LLM (#2873) 2025-03-11 21:13:42 +08:00
decoderBuffers.h chore: Clean up cpp runtime (#3505) 2025-04-14 18:00:03 +08:00
evictionPolicy.h Update TensorRT-LLM (#2873) 2025-03-11 21:13:42 +08:00
generateRequestOptions.h Update TensorRT-LLM (#2873) 2025-03-11 21:13:42 +08:00
guidedDecoder.h Update TensorRT-LLM (#2532) 2024-12-04 21:16:56 +08:00
handleContextLogits.h Update TensorRT-LLM (#2873) 2025-03-11 21:13:42 +08:00
handleGenerationLogits.h Update TensorRT-LLM (#2873) 2025-03-11 21:13:42 +08:00
kvCacheConfig.h Update TensorRT-LLM (#2873) 2025-03-11 21:13:42 +08:00
kvCacheEventManager.h Update TensorRT-LLM (#2436) 2024-11-12 15:27:49 +08:00
kvCacheManager.h feat: allocate minimal blocks per window size (#3028) 2025-04-17 16:04:57 +08:00
kvCacheTransferManager.h Update TensorRT-LLM (#2873) 2025-03-11 21:13:42 +08:00
kvCacheUtils.h feat: allocate minimal blocks per window size (#3028) 2025-04-17 16:04:57 +08:00
llmRequest.h feat: Offloading Multimodal embedding table to CPU in Chunked Prefill Mode (#3380) 2025-04-21 14:31:01 +08:00
logitsPostProcessor.h Update TensorRT-LLM (#2755) 2025-02-11 03:01:00 +00:00
makeDecodingBatchInputOutput.h refactor: batch slot management in decoder classes (#3300) 2025-04-13 05:05:13 +08:00
medusaBuffers.h Update TensorRT-LLM (#2873) 2025-03-11 21:13:42 +08:00
microBatchScheduler.h Update TensorRT-LLM (#2502) 2024-11-26 16:51:34 +08:00
pauseRequests.h Update TensorRT-LLM (#2532) 2024-12-04 21:16:56 +08:00
peftCacheManager.h Update TensorRT-LLM (#2783) 2025-02-13 18:40:22 +08:00
peftCacheManagerConfig.h Update TensorRT-LLM (#2755) 2025-02-11 03:01:00 +00:00
promptTuningBuffers.h feat: Offloading Multimodal embedding table to CPU in Chunked Prefill Mode (#3380) 2025-04-21 14:31:01 +08:00
rnnStateManager.h Update TensorRT-LLM (#2413) 2024-11-05 16:27:06 +08:00
runtimeBuffers.h feat: Offloading Multimodal embedding table to CPU in Chunked Prefill Mode (#3380) 2025-04-21 14:31:01 +08:00
sequenceSlotManager.h Update TensorRT-LLM (#2413) 2024-11-05 16:27:06 +08:00
transformerBuffers.h Feat: Variable-Beam-Width-Search (VBWS) part3 (#3338) 2025-04-08 23:51:27 +08:00
trtGptModelOptionalParams.h feat: Offloading Multimodal embedding table to CPU in Chunked Prefill Mode (#3380) 2025-04-21 14:31:01 +08:00