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[None][feat] Expose enable_trt_overlap in Triton_backend brings 1.05x OTPS (#10018)

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Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
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Jhao-Ting Chen 2025-12-23 09:41:31 -08:00 committed by GitHub
parent 0027a01ad5
commit 92d90fa29a
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GPG Key ID: B5690EEEBB952194
5 changed files with 14 additions and 11 deletions
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4
tests/integration/defs/triton_server/test_triton_llm.py
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@ -38,8 +38,8 @@ def stop_triton_server():
@pytest.mark.parametrize("BATCH_SCHEDULER_POLICY", @pytest.mark.parametrize("BATCH_SCHEDULER_POLICY",
["max_utilization", "guaranteed_no_evict"]) ["max_utilization", "guaranteed_no_evict"])
@pytest.mark.parametrize("KV_CACHE_FREE_GPU_MEM_FRACTION", [""]) @pytest.mark.parametrize("KV_CACHE_FREE_GPU_MEM_FRACTION", [""])
@pytest.mark.parametrize("ENABLE_TRT_OVERLAP", ["False"], @pytest.mark.parametrize("ENABLE_TRT_OVERLAP", ["False", "True"],
ids=["disableTrtOverlap"]) ids=["disableTrtOverlap", "enableTrtOverlap"])
@pytest.mark.parametrize("BATCHING_STRATEGY", ["inflight_fused_batching"]) @pytest.mark.parametrize("BATCHING_STRATEGY", ["inflight_fused_batching"])
@pytest.mark.parametrize("DECOUPLED_MODE", ["True", "False"], @pytest.mark.parametrize("DECOUPLED_MODE", ["True", "False"],
ids=["enableDecoupleMode", "disableDecoupleMode"]) ids=["enableDecoupleMode", "disableDecoupleMode"])

1
tests/integration/test_lists/qa/llm_triton_integration.txt
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@ -14,6 +14,7 @@ triton_server/test_triton_llm.py::test_llama_v2_7b_ifb[test_basic-False-1---Fals
triton_server/test_triton_llm.py::test_llama_v2_7b_ifb[test_basic-False-1---False-True-False-0-128-disableDecoupleMode-inflight_fused_batching-disableTrtOverlap--guaranteed_no_evict---1-1-1-True-tensorrt_llm_bls] triton_server/test_triton_llm.py::test_llama_v2_7b_ifb[test_basic-False-1---False-True-False-0-128-disableDecoupleMode-inflight_fused_batching-disableTrtOverlap--guaranteed_no_evict---1-1-1-True-tensorrt_llm_bls]
triton_server/test_triton_llm.py::test_llama_v2_7b_ifb[test_basic-False-1---False-True-False-0-128-disableDecoupleMode-inflight_fused_batching-disableTrtOverlap--guaranteed_no_evict---1-1-1-False-ensemble] triton_server/test_triton_llm.py::test_llama_v2_7b_ifb[test_basic-False-1---False-True-False-0-128-disableDecoupleMode-inflight_fused_batching-disableTrtOverlap--guaranteed_no_evict---1-1-1-False-ensemble]
triton_server/test_triton_llm.py::test_llama_v2_7b_ifb[test_basic-False-1---False-True-False-0-128-disableDecoupleMode-inflight_fused_batching-disableTrtOverlap--guaranteed_no_evict---1-1-1-False-tensorrt_llm_bls] triton_server/test_triton_llm.py::test_llama_v2_7b_ifb[test_basic-False-1---False-True-False-0-128-disableDecoupleMode-inflight_fused_batching-disableTrtOverlap--guaranteed_no_evict---1-1-1-False-tensorrt_llm_bls]
triton_server/test_triton_llm.py::test_llama_v2_7b_ifb[test_basic-False-1---False-True-False-0-128-disableDecoupleMode-inflight_fused_batching-enableTrtOverlap--guaranteed_no_evict---1-1-1-True-ensemble]
triton_server/test_triton_llm.py::test_llama_v2_7b_ifb[batched_inputs-False-1---False-True-False-0-128-enableDecoupleMode-inflight_fused_batching-disableTrtOverlap--max_utilization---1-1-1-True-ensemble] triton_server/test_triton_llm.py::test_llama_v2_7b_ifb[batched_inputs-False-1---False-True-False-0-128-enableDecoupleMode-inflight_fused_batching-disableTrtOverlap--max_utilization---1-1-1-True-ensemble]
triton_server/test_triton_llm.py::test_llama_v2_7b_ifb[batched_inputs-False-1---False-True-False-0-128-enableDecoupleMode-inflight_fused_batching-disableTrtOverlap--max_utilization---1-1-1-True-tensorrt_llm_bls] triton_server/test_triton_llm.py::test_llama_v2_7b_ifb[batched_inputs-False-1---False-True-False-0-128-enableDecoupleMode-inflight_fused_batching-disableTrtOverlap--max_utilization---1-1-1-True-tensorrt_llm_bls]
triton_server/test_triton_llm.py::test_llama_v2_7b_ifb[batched_inputs-False-1---False-True-False-0-128-enableDecoupleMode-inflight_fused_batching-disableTrtOverlap--max_utilization---1-1-1-False-ensemble] triton_server/test_triton_llm.py::test_llama_v2_7b_ifb[batched_inputs-False-1---False-True-False-0-128-enableDecoupleMode-inflight_fused_batching-disableTrtOverlap--max_utilization---1-1-1-False-ensemble]

1
tests/integration/test_lists/test-db/l0_a30.yml
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@ -218,6 +218,7 @@ l0_a30:
- triton_server/test_triton_llm.py::test_gpt_350m_python_backend[e2e] - triton_server/test_triton_llm.py::test_gpt_350m_python_backend[e2e]
- triton_server/test_triton_llm.py::test_gpt_350m_ifb[test_basic-False-1---False-True-False-0-128-enableDecoupleMode-inflight_fused_batching-disableTrtOverlap--max_utilization---1-1-1-True-tensorrt_llm_bls] - triton_server/test_triton_llm.py::test_gpt_350m_ifb[test_basic-False-1---False-True-False-0-128-enableDecoupleMode-inflight_fused_batching-disableTrtOverlap--max_utilization---1-1-1-True-tensorrt_llm_bls]
- triton_server/test_triton_llm.py::test_llama_v2_7b_ifb[batched_inputs-False-1---False-True-False-0-128-enableDecoupleMode-inflight_fused_batching-disableTrtOverlap--max_utilization---1-1-1-True-tensorrt_llm_bls] - triton_server/test_triton_llm.py::test_llama_v2_7b_ifb[batched_inputs-False-1---False-True-False-0-128-enableDecoupleMode-inflight_fused_batching-disableTrtOverlap--max_utilization---1-1-1-True-tensorrt_llm_bls]
- triton_server/test_triton_llm.py::test_llama_v2_7b_ifb[batched_inputs-False-1---False-True-False-0-128-enableDecoupleMode-inflight_fused_batching-enableTrtOverlap--max_utilization---1-1-1-True-tensorrt_llm_bls]
- triton_server/test_triton_llm.py::test_medusa_vicuna_7b_ifb[False-1-medusa--False-True-False-0-128-enableDecoupleMode-inflight_fused_batching-disableTrtOverlap--max_utilization---1-1-1-False-ensemble] - triton_server/test_triton_llm.py::test_medusa_vicuna_7b_ifb[False-1-medusa--False-True-False-0-128-enableDecoupleMode-inflight_fused_batching-disableTrtOverlap--max_utilization---1-1-1-False-ensemble]
- triton_server/test_triton_llm.py::test_eagle_vicuna_7b_ifb[False-1-eagle--False-True-False-0-128-enableDecoupleMode-inflight_fused_batching-disableTrtOverlap--max_utilization---1-1-1-False-ensemble] - triton_server/test_triton_llm.py::test_eagle_vicuna_7b_ifb[False-1-eagle--False-True-False-0-128-enableDecoupleMode-inflight_fused_batching-disableTrtOverlap--max_utilization---1-1-1-False-ensemble]
- triton_server/test_triton_llm.py::test_llama_v2_7b_ifb[test_stop_words-False-1---False-True-False-0-128-enableDecoupleMode-inflight_fused_batching-disableTrtOverlap--max_utilization---1-1-1-True-tensorrt_llm_bls] - triton_server/test_triton_llm.py::test_llama_v2_7b_ifb[test_stop_words-False-1---False-True-False-0-128-enableDecoupleMode-inflight_fused_batching-disableTrtOverlap--max_utilization---1-1-1-True-tensorrt_llm_bls]

14
triton_backend/all_models/inflight_batcher_llm/tensorrt_llm/config.pbtxt
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@ -686,13 +686,13 @@ parameters: {
string_value: "${kv_cache_onboard_blocks}" string_value: "${kv_cache_onboard_blocks}"
} }
} }
# enable_trt_overlap is deprecated and doesn't have any effect on the runtime # enable_trt_overlap is an experimental feature used with CUDA Graph Mode.
# parameters: { parameters: {
# key: "enable_trt_overlap" key: "enable_trt_overlap"
# value: { value: {
# string_value: "${enable_trt_overlap}" string_value: "${enable_trt_overlap}"
# } }
# } }
parameters: { parameters: {
key: "exclude_input_in_output" key: "exclude_input_in_output"
value: { value: {

5
triton_backend/inflight_batcher_llm/src/model_instance_state.cc
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@ -491,10 +491,10 @@ executor::ExecutorConfig ModelInstanceState::getExecutorConfigFromParams()
+ std::to_string(requestStatsMaxIterations)); + std::to_string(requestStatsMaxIterations));
} }
bool enableTrtOverlap = false;
try try
{ {
model_state_->GetParameter<bool>("enable_trt_overlap"); enableTrtOverlap = model_state_->GetParameter<bool>("enable_trt_overlap");
TLLM_LOG_WARNING("enable_trt_overlap is deprecated and will be ignored");
} }
catch (std::exception const& e) catch (std::exception const& e)
{ {
@ -698,6 +698,7 @@ executor::ExecutorConfig ModelInstanceState::getExecutorConfigFromParams()
maxQueueSize, extendedRuntimePerfKnobConfig, maxQueueSize, extendedRuntimePerfKnobConfig,
/*DebugConfig*/ std::nullopt, recvPollPeriodMs}; /*DebugConfig*/ std::nullopt, recvPollPeriodMs};
execConfig.setSpecDecConfig(specDecConfig); execConfig.setSpecDecConfig(specDecConfig);
execConfig.setEnableTrtOverlap(enableTrtOverlap);
execConfig.setCacheTransceiverConfig(tle::CacheTransceiverConfig(tle::CacheTransceiverConfig::BackendType::MPI)); execConfig.setCacheTransceiverConfig(tle::CacheTransceiverConfig(tle::CacheTransceiverConfig::BackendType::MPI));
if (guidedConfig.has_value()) if (guidedConfig.has_value())
{ {