From cb48e168461d9176816c125cb969a54d25f35c0b Mon Sep 17 00:00:00 2001 From: Rohit Pujar Nagraj Date: Thu, 13 Aug 2026 16:03:02 -0700 Subject: [PATCH 1/4] feat(config): add DSV4 GB300 Dynamo TRT AgentX recipes MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 添加 DeepSeek-V4-Pro GB300 Dynamo TensorRT-LLM AgentX 配置与配套配方。 --- ...agg-gb300-1p1d-dep8-dep32-c206-b2-mtp.yaml | 178 ++++++++++++++++ ...agg-gb300-1p1d-dep8-dep32-c388-b4-mtp.yaml | 178 ++++++++++++++++ ...disagg-gb300-1p4d-dep4-tep8-c4-b1-mtp.yaml | 176 +++++++++++++++ ...isagg-gb300-1p6d-dep4-tep4-c12-b4-mtp.yaml | 176 +++++++++++++++ ...isagg-gb300-1p6d-dep4-tep4-c24-b4-mtp.yaml | 176 +++++++++++++++ ...agg-gb300-2p1d-dep8-dep32-c736-b8-mtp.yaml | 179 ++++++++++++++++ ...g-gb300-3p1d-dep8-dep16-c1152-b32-mtp.yaml | 185 ++++++++++++++++ ...g-gb300-4p1d-dep8-dep32-c1389-b16-mtp.yaml | 181 ++++++++++++++++ ...g-gb300-5p1d-dep8-dep16-c1978-b64-mtp.yaml | 193 +++++++++++++++++ ...g-gb300-5p1d-dep8-dep16-c2626-b96-mtp.yaml | 201 ++++++++++++++++++ .../moe_load_balancer_ctx_ep8_slots384.yaml | 65 ++++++ .../moe_load_balancer_gen_ep16_slots384.yaml | 65 ++++++ .../moe_load_balancer_gen_ep32_slots384.yaml | 65 ++++++ configs/nvidia-master.yaml | 155 ++++++++++++++ perf-changelog.yaml | 10 + runners/launch_gb300-nv.sh | 16 +- 16 files changed, 2198 insertions(+), 1 deletion(-) create mode 100644 benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p1d-dep8-dep32-c206-b2-mtp.yaml create mode 100644 benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p1d-dep8-dep32-c388-b4-mtp.yaml create mode 100644 benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p4d-dep4-tep8-c4-b1-mtp.yaml create mode 100644 benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p6d-dep4-tep4-c12-b4-mtp.yaml create mode 100644 benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p6d-dep4-tep4-c24-b4-mtp.yaml create mode 100644 benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-2p1d-dep8-dep32-c736-b8-mtp.yaml create mode 100644 benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-3p1d-dep8-dep16-c1152-b32-mtp.yaml create mode 100644 benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-4p1d-dep8-dep32-c1389-b16-mtp.yaml create mode 100644 benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-5p1d-dep8-dep16-c1978-b64-mtp.yaml create mode 100644 benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-5p1d-dep8-dep16-c2626-b96-mtp.yaml create mode 100644 benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/eplb_confs/moe_load_balancer_ctx_ep8_slots384.yaml create mode 100644 benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/eplb_confs/moe_load_balancer_gen_ep16_slots384.yaml create mode 100644 benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/eplb_confs/moe_load_balancer_gen_ep32_slots384.yaml diff --git a/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p1d-dep8-dep32-c206-b2-mtp.yaml b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p1d-dep8-dep32-c206-b2-mtp.yaml new file mode 100644 index 0000000000..16bcc2d18e --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p1d-dep8-dep32-c206-b2-mtp.yaml @@ -0,0 +1,178 @@ +name: dynamo-disagg-gb300-1p1d-dep8-dep32-c206-b2-mtp +model: + path: deepseek-ai/DeepSeek-V4-Pro + container: nvcr.io#nvidia/tensorrt-llm/release:1.3.0rc24 + precision: fp4 +identity: + model: + repo: deepseek-ai/DeepSeek-V4-Pro + container: + image: nvcr.io/nvidia/tensorrt-llm/release:1.3.0rc24 + frameworks: + dynamo: 1.4.0.dev20260807 + tensorrt_llm: 1.3.0rc24 +dynamo: + install: true + wheel: 1.4.0.dev20260807 + request_plane: tcp +health_check: + max_attempts: 1440 + interval_seconds: 10 +resources: + gpu_type: gb300 + gpus_per_node: 4 + prefill_nodes: 2 + prefill_workers: 1 + gpus_per_prefill: 8 + decode_nodes: 8 + decode_workers: 1 + gpus_per_decode: 32 +backend: + type: trtllm + prefill_environment: + TLLM_LOG_LEVEL: INFO + TRTLLM_SERVER_DISABLE_GC: '1' + TRTLLM_WORKER_DISABLE_GC: '1' + NCCL_GRAPH_MIXING_SUPPORT: '0' + TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS: '1.97' + UCX_TLS: cuda_ipc,cuda_copy,sm,self,tcp + DYN_ENGINE_CONV_AFFINITY: '1' + MIMALLOC_PURGE_DELAY: '0' + TRTLLM_ENABLE_PDL: '1' + DYN_DEFAULT_THINKING_MODE: disabled + MIMALLOC_ARENA_RESERVE: '0' + TRTLLM_PINNED_WEIGHT_STAGING: '1' + PYTORCH_CUDA_ALLOC_CONF: expandable_segments:True + CUDA_SCALE_LAUNCH_QUEUES: 4x + decode_environment: + TLLM_LOG_LEVEL: INFO + TRTLLM_SERVER_DISABLE_GC: '1' + TRTLLM_WORKER_DISABLE_GC: '1' + NCCL_GRAPH_MIXING_SUPPORT: '0' + TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS: '1.97' + UCX_TLS: cuda_ipc,cuda_copy,sm,self,tcp + DYN_ENGINE_CONV_AFFINITY: '1' + MIMALLOC_PURGE_DELAY: '0' + TRTLLM_ENABLE_PDL: '1' + DYN_DEFAULT_THINKING_MODE: disabled + MIMALLOC_ARENA_RESERVE: '0' + TRTLLM_PINNED_WEIGHT_STAGING: '1' + trtllm_config: + prefill: + attention_dp_config: + kv_cache_routing_conversation_affinity: true + cache_transceiver_config: + backend: NIXL + kv_transfer_timeout_ms: 600000 + transceiver_runtime: PYTHON + cuda_graph_config: null + custom_tokenizer: deepseek_v4 + disable_overlap_scheduler: false + enable_attention_dp: true + enable_chunked_prefill: true + kv_cache_config: + dtype: fp8 + enable_block_reuse: true + event_buffer_max_size: 0 + free_gpu_memory_fraction: 0.8 + host_cache_size: 193273528320 + pool_ratio: + - 0.55 + - 0.22 + - 0.23 + tokens_per_block: 128 + block_reuse_config: + policy: per_conversation + max_num_turns: 5 + max_batch_size: 256 + max_num_tokens: 16384 + max_seq_len: 990016 + moe_config: + backend: TRTLLM + load_balancer: /infmax-workspace/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/eplb_confs/moe_load_balancer_ctx_ep8_slots384.yaml + moe_expert_parallel_size: 8 + pipeline_parallel_size: 1 + print_iter_log: true + return_perf_metrics: true + scheduler_config: + capacity_scheduler_policy: MAX_UTILIZATION + speculative_config: + decoding_type: MTP + max_draft_len: 3 + tensor_parallel_size: 8 + decode: + cache_transceiver_config: + backend: NIXL + kv_transfer_timeout_ms: 600000 + transceiver_runtime: PYTHON + cuda_graph_config: + batch_sizes: + - 1 + - 2 + - 4 + enable_padding: true + custom_tokenizer: deepseek_v4 + enable_attention_dp: true + enable_lm_head_tp_in_adp: true + kv_cache_config: + avg_seq_len: 200000 + dtype: fp8 + enable_block_reuse: false + event_buffer_max_size: 0 + free_gpu_memory_fraction: 0.7 + host_cache_size: 0 + tokens_per_block: 128 + max_batch_size: 2 + max_num_tokens: 8 + max_seq_len: 996595 + moe_config: + backend: MEGAMOE_DEEPGEMM + use_low_precision_moe_combine: true + load_balancer: /infmax-workspace/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/eplb_confs/moe_load_balancer_gen_ep32_slots384.yaml + moe_expert_parallel_size: 32 + num_postprocess_workers: 4 + pipeline_parallel_size: 1 + print_iter_log: true + return_perf_metrics: true + sparse_attention_config: + algorithm: deepseek_v4 + enable_heuristic_topk: true + speculative_config: + decoding_type: MTP + max_draft_len: 3 + stream_interval: 20 + tensor_parallel_size: 32 + publish_events_and_metrics: false +frontend: + type: dynamo + enable_multiple_frontends: false + env: + ETCD_LEASE_TTL: '120' + DYN_ROUTER_QUEUE_THRESHOLD: None + DYN_TOKENIZER_CACHE: '1' + DYN_TOKENIZER_CACHE_BYTES: '8000000000' + DYN_TOKENIZER: fastokens + DYN_ROUTER_SESSION_AFFINITY_TTL_SECS: '14400' + args: + router-mode: kv + no-kv-events: true + active-decode-blocks-threshold: None + active-prefill-tokens-threshold: None + active-prefill-tokens-threshold-frac: None + orchestrator_placement: first_decode +benchmark: + type: custom + use_chat_template: true + command: bash /infmax-workspace/benchmarks/multi_node/agentic_srt.sh + env: + INFMAX_CONTAINER_WORKSPACE: /infmax-workspace + RESULT_DIR: /logs/agentic + PORT: '8000' + IS_MULTINODE: 'true' + AIPERF_DYNAMO_SESSION_TIMEOUT_SECONDS: '14400' + AIPERF_HTTP_X_DYNAMO_SESSION_ID_FROM_CORRELATION_ID: 'true' + AIPERF_USE_DYNAMO_CONV_AWARE_ROUTING: '0' + AIPERF_DATASET_MMAP_CACHE_DIR: /aiperf_mmap_cache + HF_HUB_CACHE: /hf_hub_cache + WEKA_LOADER_OVERRIDE: semianalysis_cc_traces_weka_062126 + SERVED_MODEL_NAME: DeepSeek-V4-Pro diff --git a/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p1d-dep8-dep32-c388-b4-mtp.yaml b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p1d-dep8-dep32-c388-b4-mtp.yaml new file mode 100644 index 0000000000..92e9a19631 --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p1d-dep8-dep32-c388-b4-mtp.yaml @@ -0,0 +1,178 @@ +name: dynamo-disagg-gb300-1p1d-dep8-dep32-c388-b4-mtp +model: + path: deepseek-ai/DeepSeek-V4-Pro + container: nvcr.io#nvidia/tensorrt-llm/release:1.3.0rc24 + precision: fp4 +identity: + model: + repo: deepseek-ai/DeepSeek-V4-Pro + container: + image: nvcr.io/nvidia/tensorrt-llm/release:1.3.0rc24 + frameworks: + dynamo: 1.4.0.dev20260807 + tensorrt_llm: 1.3.0rc24 +dynamo: + install: true + wheel: 1.4.0.dev20260807 + request_plane: tcp +health_check: + max_attempts: 1440 + interval_seconds: 10 +resources: + gpu_type: gb300 + gpus_per_node: 4 + prefill_nodes: 2 + prefill_workers: 1 + gpus_per_prefill: 8 + decode_nodes: 8 + decode_workers: 1 + gpus_per_decode: 32 +backend: + type: trtllm + prefill_environment: + TLLM_LOG_LEVEL: INFO + TRTLLM_SERVER_DISABLE_GC: '1' + TRTLLM_WORKER_DISABLE_GC: '1' + NCCL_GRAPH_MIXING_SUPPORT: '0' + TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS: '1.97' + UCX_TLS: cuda_ipc,cuda_copy,sm,self,tcp + DYN_ENGINE_CONV_AFFINITY: '1' + MIMALLOC_PURGE_DELAY: '0' + TRTLLM_ENABLE_PDL: '1' + DYN_DEFAULT_THINKING_MODE: disabled + MIMALLOC_ARENA_RESERVE: '0' + TRTLLM_PINNED_WEIGHT_STAGING: '1' + PYTORCH_CUDA_ALLOC_CONF: expandable_segments:True + CUDA_SCALE_LAUNCH_QUEUES: 4x + decode_environment: + TLLM_LOG_LEVEL: INFO + TRTLLM_SERVER_DISABLE_GC: '1' + TRTLLM_WORKER_DISABLE_GC: '1' + NCCL_GRAPH_MIXING_SUPPORT: '0' + TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS: '1.97' + UCX_TLS: cuda_ipc,cuda_copy,sm,self,tcp + DYN_ENGINE_CONV_AFFINITY: '1' + MIMALLOC_PURGE_DELAY: '0' + TRTLLM_ENABLE_PDL: '1' + DYN_DEFAULT_THINKING_MODE: disabled + MIMALLOC_ARENA_RESERVE: '0' + TRTLLM_PINNED_WEIGHT_STAGING: '1' + trtllm_config: + prefill: + attention_dp_config: + kv_cache_routing_conversation_affinity: true + cache_transceiver_config: + backend: NIXL + kv_transfer_timeout_ms: 600000 + transceiver_runtime: PYTHON + cuda_graph_config: null + custom_tokenizer: deepseek_v4 + disable_overlap_scheduler: false + enable_attention_dp: true + enable_chunked_prefill: true + kv_cache_config: + dtype: fp8 + enable_block_reuse: true + event_buffer_max_size: 0 + free_gpu_memory_fraction: 0.8 + host_cache_size: 193273528320 + pool_ratio: + - 0.55 + - 0.22 + - 0.23 + tokens_per_block: 128 + block_reuse_config: + policy: per_conversation + max_num_turns: 5 + max_batch_size: 256 + max_num_tokens: 16384 + max_seq_len: 990016 + moe_config: + backend: TRTLLM + load_balancer: /infmax-workspace/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/eplb_confs/moe_load_balancer_ctx_ep8_slots384.yaml + moe_expert_parallel_size: 8 + pipeline_parallel_size: 1 + print_iter_log: true + return_perf_metrics: true + scheduler_config: + capacity_scheduler_policy: MAX_UTILIZATION + speculative_config: + decoding_type: MTP + max_draft_len: 3 + tensor_parallel_size: 8 + decode: + cache_transceiver_config: + backend: NIXL + kv_transfer_timeout_ms: 600000 + transceiver_runtime: PYTHON + cuda_graph_config: + batch_sizes: + - 1 + - 2 + - 4 + enable_padding: true + custom_tokenizer: deepseek_v4 + enable_attention_dp: true + enable_lm_head_tp_in_adp: true + kv_cache_config: + avg_seq_len: 200000 + dtype: fp8 + enable_block_reuse: false + event_buffer_max_size: 0 + free_gpu_memory_fraction: 0.7 + host_cache_size: 0 + tokens_per_block: 128 + max_batch_size: 4 + max_num_tokens: 16 + max_seq_len: 996595 + moe_config: + backend: MEGAMOE_DEEPGEMM + use_low_precision_moe_combine: true + load_balancer: /infmax-workspace/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/eplb_confs/moe_load_balancer_gen_ep32_slots384.yaml + moe_expert_parallel_size: 32 + num_postprocess_workers: 4 + pipeline_parallel_size: 1 + print_iter_log: true + return_perf_metrics: true + sparse_attention_config: + algorithm: deepseek_v4 + enable_heuristic_topk: true + speculative_config: + decoding_type: MTP + max_draft_len: 3 + stream_interval: 20 + tensor_parallel_size: 32 + publish_events_and_metrics: false +frontend: + type: dynamo + enable_multiple_frontends: false + env: + ETCD_LEASE_TTL: '120' + DYN_ROUTER_QUEUE_THRESHOLD: None + DYN_TOKENIZER_CACHE: '1' + DYN_TOKENIZER_CACHE_BYTES: '8000000000' + DYN_TOKENIZER: fastokens + DYN_ROUTER_SESSION_AFFINITY_TTL_SECS: '14400' + args: + router-mode: kv + no-kv-events: true + active-decode-blocks-threshold: None + active-prefill-tokens-threshold: None + active-prefill-tokens-threshold-frac: None + orchestrator_placement: first_decode +benchmark: + type: custom + use_chat_template: true + command: bash /infmax-workspace/benchmarks/multi_node/agentic_srt.sh + env: + INFMAX_CONTAINER_WORKSPACE: /infmax-workspace + RESULT_DIR: /logs/agentic + PORT: '8000' + IS_MULTINODE: 'true' + AIPERF_DYNAMO_SESSION_TIMEOUT_SECONDS: '14400' + AIPERF_HTTP_X_DYNAMO_SESSION_ID_FROM_CORRELATION_ID: 'true' + AIPERF_USE_DYNAMO_CONV_AWARE_ROUTING: '0' + AIPERF_DATASET_MMAP_CACHE_DIR: /aiperf_mmap_cache + HF_HUB_CACHE: /hf_hub_cache + WEKA_LOADER_OVERRIDE: semianalysis_cc_traces_weka_062126 + SERVED_MODEL_NAME: DeepSeek-V4-Pro diff --git a/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p4d-dep4-tep8-c4-b1-mtp.yaml b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p4d-dep4-tep8-c4-b1-mtp.yaml new file mode 100644 index 0000000000..79f99965b0 --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p4d-dep4-tep8-c4-b1-mtp.yaml @@ -0,0 +1,176 @@ +name: dynamo-disagg-gb300-1p4d-dep4-tep8-c4-b1-mtp +model: + path: deepseek-ai/DeepSeek-V4-Pro + container: nvcr.io#nvidia/tensorrt-llm/release:1.3.0rc24 + precision: fp4 +identity: + model: + repo: deepseek-ai/DeepSeek-V4-Pro + container: + image: nvcr.io/nvidia/tensorrt-llm/release:1.3.0rc24 + frameworks: + dynamo: 1.4.0.dev20260807 + tensorrt_llm: 1.3.0rc24 +dynamo: + install: true + wheel: 1.4.0.dev20260807 + request_plane: tcp +health_check: + max_attempts: 1440 + interval_seconds: 10 +resources: + gpu_type: gb300 + gpus_per_node: 4 + prefill_nodes: 1 + prefill_workers: 1 + gpus_per_prefill: 4 + decode_nodes: 8 + decode_workers: 4 + gpus_per_decode: 8 +backend: + type: trtllm + prefill_environment: + TLLM_LOG_LEVEL: INFO + TRTLLM_SERVER_DISABLE_GC: '1' + TRTLLM_WORKER_DISABLE_GC: '1' + NCCL_GRAPH_MIXING_SUPPORT: '0' + TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS: '1.97' + UCX_TLS: cuda_ipc,cuda_copy,sm,self,tcp + DYN_ENGINE_CONV_AFFINITY: '1' + MIMALLOC_PURGE_DELAY: '0' + TRTLLM_ENABLE_PDL: '1' + DYN_DEFAULT_THINKING_MODE: disabled + MIMALLOC_ARENA_RESERVE: '0' + TRTLLM_PINNED_WEIGHT_STAGING: '1' + PYTORCH_CUDA_ALLOC_CONF: expandable_segments:True + CUDA_SCALE_LAUNCH_QUEUES: 4x + decode_environment: + TLLM_LOG_LEVEL: INFO + TRTLLM_SERVER_DISABLE_GC: '1' + TRTLLM_WORKER_DISABLE_GC: '1' + NCCL_GRAPH_MIXING_SUPPORT: '0' + TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS: '1.97' + UCX_TLS: cuda_ipc,cuda_copy,sm,self,tcp + DYN_ENGINE_CONV_AFFINITY: '1' + MIMALLOC_PURGE_DELAY: '0' + TRTLLM_ENABLE_PDL: '1' + DYN_DEFAULT_THINKING_MODE: disabled + MIMALLOC_ARENA_RESERVE: '0' + TRTLLM_PINNED_WEIGHT_STAGING: '1' + trtllm_config: + prefill: + attention_dp_config: + kv_cache_routing_conversation_affinity: true + cache_transceiver_config: + backend: NIXL + kv_transfer_timeout_ms: 600000 + transceiver_runtime: PYTHON + cuda_graph_config: null + custom_tokenizer: deepseek_v4 + disable_overlap_scheduler: false + enable_attention_dp: true + enable_chunked_prefill: true + kv_cache_config: + dtype: fp8 + enable_block_reuse: true + event_buffer_max_size: 0 + free_gpu_memory_fraction: 0.8 + host_cache_size: 193273528320 + pool_ratio: + - 0.55 + - 0.22 + - 0.23 + tokens_per_block: 128 + block_reuse_config: + policy: per_conversation + max_num_turns: 5 + max_batch_size: 128 + max_num_tokens: 4096 + max_seq_len: 990016 + moe_config: + backend: TRTLLM + moe_expert_parallel_size: 4 + pipeline_parallel_size: 1 + print_iter_log: true + return_perf_metrics: true + scheduler_config: + capacity_scheduler_policy: MAX_UTILIZATION + speculative_config: + decoding_type: MTP + max_draft_len: 3 + tensor_parallel_size: 4 + decode: + cache_transceiver_config: + backend: NIXL + kv_transfer_timeout_ms: 600000 + transceiver_runtime: PYTHON + cuda_graph_config: + batch_sizes: + - 1 + - 2 + - 4 + enable_padding: true + custom_tokenizer: deepseek_v4 + enable_attention_dp: false + enable_lm_head_tp_in_adp: false + kv_cache_config: + avg_seq_len: 200000 + dtype: fp8 + enable_block_reuse: false + event_buffer_max_size: 0 + free_gpu_memory_fraction: 0.9 + host_cache_size: 0 + tokens_per_block: 128 + max_batch_size: 1 + max_num_tokens: 4 + max_seq_len: 996595 + moe_config: + backend: TRTLLM + use_low_precision_moe_combine: true + moe_expert_parallel_size: 8 + num_postprocess_workers: 4 + pipeline_parallel_size: 1 + print_iter_log: true + return_perf_metrics: true + sparse_attention_config: + algorithm: deepseek_v4 + enable_heuristic_topk: true + speculative_config: + decoding_type: MTP + max_draft_len: 3 + stream_interval: 20 + tensor_parallel_size: 8 + publish_events_and_metrics: false +frontend: + type: dynamo + enable_multiple_frontends: false + env: + ETCD_LEASE_TTL: '120' + DYN_ROUTER_QUEUE_THRESHOLD: None + DYN_TOKENIZER_CACHE: '1' + DYN_TOKENIZER_CACHE_BYTES: '8000000000' + DYN_TOKENIZER: fastokens + DYN_ROUTER_SESSION_AFFINITY_TTL_SECS: '14400' + args: + router-mode: kv + no-kv-events: true + active-decode-blocks-threshold: None + active-prefill-tokens-threshold: None + active-prefill-tokens-threshold-frac: None + orchestrator_placement: first_decode +benchmark: + type: custom + use_chat_template: true + command: bash /infmax-workspace/benchmarks/multi_node/agentic_srt.sh + env: + INFMAX_CONTAINER_WORKSPACE: /infmax-workspace + RESULT_DIR: /logs/agentic + PORT: '8000' + IS_MULTINODE: 'true' + AIPERF_DYNAMO_SESSION_TIMEOUT_SECONDS: '14400' + AIPERF_HTTP_X_DYNAMO_SESSION_ID_FROM_CORRELATION_ID: 'true' + AIPERF_USE_DYNAMO_CONV_AWARE_ROUTING: '0' + AIPERF_DATASET_MMAP_CACHE_DIR: /aiperf_mmap_cache + HF_HUB_CACHE: /hf_hub_cache + WEKA_LOADER_OVERRIDE: semianalysis_cc_traces_weka_062126 + SERVED_MODEL_NAME: DeepSeek-V4-Pro diff --git a/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p6d-dep4-tep4-c12-b4-mtp.yaml b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p6d-dep4-tep4-c12-b4-mtp.yaml new file mode 100644 index 0000000000..e3f0c6214b --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p6d-dep4-tep4-c12-b4-mtp.yaml @@ -0,0 +1,176 @@ +name: dynamo-disagg-gb300-1p6d-dep4-tep4-c12-b4-mtp +model: + path: deepseek-ai/DeepSeek-V4-Pro + container: nvcr.io#nvidia/tensorrt-llm/release:1.3.0rc24 + precision: fp4 +identity: + model: + repo: deepseek-ai/DeepSeek-V4-Pro + container: + image: nvcr.io/nvidia/tensorrt-llm/release:1.3.0rc24 + frameworks: + dynamo: 1.4.0.dev20260807 + tensorrt_llm: 1.3.0rc24 +dynamo: + install: true + wheel: 1.4.0.dev20260807 + request_plane: tcp +health_check: + max_attempts: 1440 + interval_seconds: 10 +resources: + gpu_type: gb300 + gpus_per_node: 4 + prefill_nodes: 1 + prefill_workers: 1 + gpus_per_prefill: 4 + decode_nodes: 6 + decode_workers: 6 + gpus_per_decode: 4 +backend: + type: trtllm + prefill_environment: + TLLM_LOG_LEVEL: INFO + TRTLLM_SERVER_DISABLE_GC: '1' + TRTLLM_WORKER_DISABLE_GC: '1' + NCCL_GRAPH_MIXING_SUPPORT: '0' + TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS: '1.97' + UCX_TLS: cuda_ipc,cuda_copy,sm,self,tcp + DYN_ENGINE_CONV_AFFINITY: '1' + MIMALLOC_PURGE_DELAY: '0' + TRTLLM_ENABLE_PDL: '1' + DYN_DEFAULT_THINKING_MODE: disabled + MIMALLOC_ARENA_RESERVE: '0' + TRTLLM_PINNED_WEIGHT_STAGING: '1' + PYTORCH_CUDA_ALLOC_CONF: expandable_segments:True + CUDA_SCALE_LAUNCH_QUEUES: 4x + decode_environment: + TLLM_LOG_LEVEL: INFO + TRTLLM_SERVER_DISABLE_GC: '1' + TRTLLM_WORKER_DISABLE_GC: '1' + NCCL_GRAPH_MIXING_SUPPORT: '0' + TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS: '1.97' + UCX_TLS: cuda_ipc,cuda_copy,sm,self,tcp + DYN_ENGINE_CONV_AFFINITY: '1' + MIMALLOC_PURGE_DELAY: '0' + TRTLLM_ENABLE_PDL: '1' + DYN_DEFAULT_THINKING_MODE: disabled + MIMALLOC_ARENA_RESERVE: '0' + TRTLLM_PINNED_WEIGHT_STAGING: '1' + trtllm_config: + prefill: + attention_dp_config: + kv_cache_routing_conversation_affinity: true + cache_transceiver_config: + backend: NIXL + kv_transfer_timeout_ms: 600000 + transceiver_runtime: PYTHON + cuda_graph_config: null + custom_tokenizer: deepseek_v4 + disable_overlap_scheduler: false + enable_attention_dp: true + enable_chunked_prefill: true + kv_cache_config: + dtype: fp8 + enable_block_reuse: true + event_buffer_max_size: 0 + free_gpu_memory_fraction: 0.8 + host_cache_size: 193273528320 + pool_ratio: + - 0.55 + - 0.22 + - 0.23 + tokens_per_block: 128 + block_reuse_config: + policy: per_conversation + max_num_turns: 5 + max_batch_size: 128 + max_num_tokens: 4096 + max_seq_len: 990016 + moe_config: + backend: TRTLLM + moe_expert_parallel_size: 4 + pipeline_parallel_size: 1 + print_iter_log: true + return_perf_metrics: true + scheduler_config: + capacity_scheduler_policy: MAX_UTILIZATION + speculative_config: + decoding_type: MTP + max_draft_len: 3 + tensor_parallel_size: 4 + decode: + cache_transceiver_config: + backend: NIXL + kv_transfer_timeout_ms: 600000 + transceiver_runtime: PYTHON + cuda_graph_config: + batch_sizes: + - 1 + - 2 + - 4 + enable_padding: true + custom_tokenizer: deepseek_v4 + enable_attention_dp: false + enable_lm_head_tp_in_adp: false + kv_cache_config: + avg_seq_len: 200000 + dtype: fp8 + enable_block_reuse: false + event_buffer_max_size: 0 + free_gpu_memory_fraction: 0.9 + host_cache_size: 0 + tokens_per_block: 128 + max_batch_size: 4 + max_num_tokens: 16 + max_seq_len: 996595 + moe_config: + backend: TRTLLM + use_low_precision_moe_combine: true + moe_expert_parallel_size: 4 + num_postprocess_workers: 4 + pipeline_parallel_size: 1 + print_iter_log: true + return_perf_metrics: true + sparse_attention_config: + algorithm: deepseek_v4 + enable_heuristic_topk: true + speculative_config: + decoding_type: MTP + max_draft_len: 3 + stream_interval: 20 + tensor_parallel_size: 4 + publish_events_and_metrics: false +frontend: + type: dynamo + enable_multiple_frontends: false + env: + ETCD_LEASE_TTL: '120' + DYN_ROUTER_QUEUE_THRESHOLD: None + DYN_TOKENIZER_CACHE: '1' + DYN_TOKENIZER_CACHE_BYTES: '8000000000' + DYN_TOKENIZER: fastokens + DYN_ROUTER_SESSION_AFFINITY_TTL_SECS: '14400' + args: + router-mode: kv + no-kv-events: true + active-decode-blocks-threshold: None + active-prefill-tokens-threshold: None + active-prefill-tokens-threshold-frac: None + orchestrator_placement: first_decode +benchmark: + type: custom + use_chat_template: true + command: bash /infmax-workspace/benchmarks/multi_node/agentic_srt.sh + env: + INFMAX_CONTAINER_WORKSPACE: /infmax-workspace + RESULT_DIR: /logs/agentic + PORT: '8000' + IS_MULTINODE: 'true' + AIPERF_DYNAMO_SESSION_TIMEOUT_SECONDS: '14400' + AIPERF_HTTP_X_DYNAMO_SESSION_ID_FROM_CORRELATION_ID: 'true' + AIPERF_USE_DYNAMO_CONV_AWARE_ROUTING: '0' + AIPERF_DATASET_MMAP_CACHE_DIR: /aiperf_mmap_cache + HF_HUB_CACHE: /hf_hub_cache + WEKA_LOADER_OVERRIDE: semianalysis_cc_traces_weka_062126 + SERVED_MODEL_NAME: DeepSeek-V4-Pro diff --git a/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p6d-dep4-tep4-c24-b4-mtp.yaml b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p6d-dep4-tep4-c24-b4-mtp.yaml new file mode 100644 index 0000000000..0b8cfddd1b --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p6d-dep4-tep4-c24-b4-mtp.yaml @@ -0,0 +1,176 @@ +name: dynamo-disagg-gb300-1p6d-dep4-tep4-c24-b4-mtp +model: + path: deepseek-ai/DeepSeek-V4-Pro + container: nvcr.io#nvidia/tensorrt-llm/release:1.3.0rc24 + precision: fp4 +identity: + model: + repo: deepseek-ai/DeepSeek-V4-Pro + container: + image: nvcr.io/nvidia/tensorrt-llm/release:1.3.0rc24 + frameworks: + dynamo: 1.4.0.dev20260807 + tensorrt_llm: 1.3.0rc24 +dynamo: + install: true + wheel: 1.4.0.dev20260807 + request_plane: tcp +health_check: + max_attempts: 1440 + interval_seconds: 10 +resources: + gpu_type: gb300 + gpus_per_node: 4 + prefill_nodes: 1 + prefill_workers: 1 + gpus_per_prefill: 4 + decode_nodes: 6 + decode_workers: 6 + gpus_per_decode: 4 +backend: + type: trtllm + prefill_environment: + TLLM_LOG_LEVEL: INFO + TRTLLM_SERVER_DISABLE_GC: '1' + TRTLLM_WORKER_DISABLE_GC: '1' + NCCL_GRAPH_MIXING_SUPPORT: '0' + TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS: '1.97' + UCX_TLS: cuda_ipc,cuda_copy,sm,self,tcp + DYN_ENGINE_CONV_AFFINITY: '1' + MIMALLOC_PURGE_DELAY: '0' + TRTLLM_ENABLE_PDL: '1' + DYN_DEFAULT_THINKING_MODE: disabled + MIMALLOC_ARENA_RESERVE: '0' + TRTLLM_PINNED_WEIGHT_STAGING: '1' + PYTORCH_CUDA_ALLOC_CONF: expandable_segments:True + CUDA_SCALE_LAUNCH_QUEUES: 4x + decode_environment: + TLLM_LOG_LEVEL: INFO + TRTLLM_SERVER_DISABLE_GC: '1' + TRTLLM_WORKER_DISABLE_GC: '1' + NCCL_GRAPH_MIXING_SUPPORT: '0' + TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS: '1.97' + UCX_TLS: cuda_ipc,cuda_copy,sm,self,tcp + DYN_ENGINE_CONV_AFFINITY: '1' + MIMALLOC_PURGE_DELAY: '0' + TRTLLM_ENABLE_PDL: '1' + DYN_DEFAULT_THINKING_MODE: disabled + MIMALLOC_ARENA_RESERVE: '0' + TRTLLM_PINNED_WEIGHT_STAGING: '1' + trtllm_config: + prefill: + attention_dp_config: + kv_cache_routing_conversation_affinity: true + cache_transceiver_config: + backend: NIXL + kv_transfer_timeout_ms: 600000 + transceiver_runtime: PYTHON + cuda_graph_config: null + custom_tokenizer: deepseek_v4 + disable_overlap_scheduler: false + enable_attention_dp: true + enable_chunked_prefill: true + kv_cache_config: + dtype: fp8 + enable_block_reuse: true + event_buffer_max_size: 0 + free_gpu_memory_fraction: 0.8 + host_cache_size: 193273528320 + pool_ratio: + - 0.55 + - 0.22 + - 0.23 + tokens_per_block: 128 + block_reuse_config: + policy: per_conversation + max_num_turns: 5 + max_batch_size: 128 + max_num_tokens: 4096 + max_seq_len: 990016 + moe_config: + backend: TRTLLM + moe_expert_parallel_size: 4 + pipeline_parallel_size: 1 + print_iter_log: true + return_perf_metrics: true + scheduler_config: + capacity_scheduler_policy: MAX_UTILIZATION + speculative_config: + decoding_type: MTP + max_draft_len: 3 + tensor_parallel_size: 4 + decode: + cache_transceiver_config: + backend: NIXL + kv_transfer_timeout_ms: 600000 + transceiver_runtime: PYTHON + cuda_graph_config: + batch_sizes: + - 1 + - 2 + - 4 + enable_padding: true + custom_tokenizer: deepseek_v4 + enable_attention_dp: false + enable_lm_head_tp_in_adp: false + kv_cache_config: + avg_seq_len: 200000 + dtype: fp8 + enable_block_reuse: false + event_buffer_max_size: 0 + free_gpu_memory_fraction: 0.9 + host_cache_size: 0 + tokens_per_block: 128 + max_batch_size: 4 + max_num_tokens: 16 + max_seq_len: 996595 + moe_config: + backend: TRTLLM + use_low_precision_moe_combine: true + moe_expert_parallel_size: 4 + num_postprocess_workers: 4 + pipeline_parallel_size: 1 + print_iter_log: true + return_perf_metrics: true + sparse_attention_config: + algorithm: deepseek_v4 + enable_heuristic_topk: true + speculative_config: + decoding_type: MTP + max_draft_len: 3 + stream_interval: 20 + tensor_parallel_size: 4 + publish_events_and_metrics: false +frontend: + type: dynamo + enable_multiple_frontends: false + env: + ETCD_LEASE_TTL: '120' + DYN_ROUTER_QUEUE_THRESHOLD: None + DYN_TOKENIZER_CACHE: '1' + DYN_TOKENIZER_CACHE_BYTES: '8000000000' + DYN_TOKENIZER: fastokens + DYN_ROUTER_SESSION_AFFINITY_TTL_SECS: '14400' + args: + router-mode: kv + no-kv-events: true + active-decode-blocks-threshold: None + active-prefill-tokens-threshold: None + active-prefill-tokens-threshold-frac: None + orchestrator_placement: first_decode +benchmark: + type: custom + use_chat_template: true + command: bash /infmax-workspace/benchmarks/multi_node/agentic_srt.sh + env: + INFMAX_CONTAINER_WORKSPACE: /infmax-workspace + RESULT_DIR: /logs/agentic + PORT: '8000' + IS_MULTINODE: 'true' + AIPERF_DYNAMO_SESSION_TIMEOUT_SECONDS: '14400' + AIPERF_HTTP_X_DYNAMO_SESSION_ID_FROM_CORRELATION_ID: 'true' + AIPERF_USE_DYNAMO_CONV_AWARE_ROUTING: '0' + AIPERF_DATASET_MMAP_CACHE_DIR: /aiperf_mmap_cache + HF_HUB_CACHE: /hf_hub_cache + WEKA_LOADER_OVERRIDE: semianalysis_cc_traces_weka_062126 + SERVED_MODEL_NAME: DeepSeek-V4-Pro diff --git a/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-2p1d-dep8-dep32-c736-b8-mtp.yaml b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-2p1d-dep8-dep32-c736-b8-mtp.yaml new file mode 100644 index 0000000000..de8a05c2af --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-2p1d-dep8-dep32-c736-b8-mtp.yaml @@ -0,0 +1,179 @@ +name: dynamo-disagg-gb300-2p1d-dep8-dep32-c736-b8-mtp +model: + path: deepseek-ai/DeepSeek-V4-Pro + container: nvcr.io#nvidia/tensorrt-llm/release:1.3.0rc24 + precision: fp4 +identity: + model: + repo: deepseek-ai/DeepSeek-V4-Pro + container: + image: nvcr.io/nvidia/tensorrt-llm/release:1.3.0rc24 + frameworks: + dynamo: 1.4.0.dev20260807 + tensorrt_llm: 1.3.0rc24 +dynamo: + install: true + wheel: 1.4.0.dev20260807 + request_plane: tcp +health_check: + max_attempts: 1440 + interval_seconds: 10 +resources: + gpu_type: gb300 + gpus_per_node: 4 + prefill_nodes: 4 + prefill_workers: 2 + gpus_per_prefill: 8 + decode_nodes: 8 + decode_workers: 1 + gpus_per_decode: 32 +backend: + type: trtllm + prefill_environment: + TLLM_LOG_LEVEL: INFO + TRTLLM_SERVER_DISABLE_GC: '1' + TRTLLM_WORKER_DISABLE_GC: '1' + NCCL_GRAPH_MIXING_SUPPORT: '0' + TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS: '1.97' + UCX_TLS: cuda_ipc,cuda_copy,sm,self,tcp + DYN_ENGINE_CONV_AFFINITY: '1' + MIMALLOC_PURGE_DELAY: '0' + TRTLLM_ENABLE_PDL: '1' + DYN_DEFAULT_THINKING_MODE: disabled + MIMALLOC_ARENA_RESERVE: '0' + TRTLLM_PINNED_WEIGHT_STAGING: '1' + PYTORCH_CUDA_ALLOC_CONF: expandable_segments:True + CUDA_SCALE_LAUNCH_QUEUES: 4x + decode_environment: + TLLM_LOG_LEVEL: INFO + TRTLLM_SERVER_DISABLE_GC: '1' + TRTLLM_WORKER_DISABLE_GC: '1' + NCCL_GRAPH_MIXING_SUPPORT: '0' + TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS: '1.97' + UCX_TLS: cuda_ipc,cuda_copy,sm,self,tcp + DYN_ENGINE_CONV_AFFINITY: '1' + MIMALLOC_PURGE_DELAY: '0' + TRTLLM_ENABLE_PDL: '1' + DYN_DEFAULT_THINKING_MODE: disabled + MIMALLOC_ARENA_RESERVE: '0' + TRTLLM_PINNED_WEIGHT_STAGING: '1' + trtllm_config: + prefill: + attention_dp_config: + kv_cache_routing_conversation_affinity: true + cache_transceiver_config: + backend: NIXL + kv_transfer_timeout_ms: 600000 + transceiver_runtime: PYTHON + cuda_graph_config: null + custom_tokenizer: deepseek_v4 + disable_overlap_scheduler: false + enable_attention_dp: true + enable_chunked_prefill: true + kv_cache_config: + dtype: fp8 + enable_block_reuse: true + event_buffer_max_size: 0 + free_gpu_memory_fraction: 0.8 + host_cache_size: 193273528320 + pool_ratio: + - 0.55 + - 0.22 + - 0.23 + tokens_per_block: 128 + block_reuse_config: + policy: per_conversation + max_num_turns: 5 + max_batch_size: 256 + max_num_tokens: 16384 + max_seq_len: 990016 + moe_config: + backend: TRTLLM + load_balancer: /infmax-workspace/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/eplb_confs/moe_load_balancer_ctx_ep8_slots384.yaml + moe_expert_parallel_size: 8 + pipeline_parallel_size: 1 + print_iter_log: true + return_perf_metrics: true + scheduler_config: + capacity_scheduler_policy: MAX_UTILIZATION + speculative_config: + decoding_type: MTP + max_draft_len: 3 + tensor_parallel_size: 8 + decode: + cache_transceiver_config: + backend: NIXL + kv_transfer_timeout_ms: 600000 + transceiver_runtime: PYTHON + cuda_graph_config: + batch_sizes: + - 1 + - 2 + - 4 + - 8 + enable_padding: true + custom_tokenizer: deepseek_v4 + enable_attention_dp: true + enable_lm_head_tp_in_adp: true + kv_cache_config: + avg_seq_len: 200000 + dtype: fp8 + enable_block_reuse: false + event_buffer_max_size: 0 + free_gpu_memory_fraction: 0.7 + host_cache_size: 0 + tokens_per_block: 128 + max_batch_size: 8 + max_num_tokens: 32 + max_seq_len: 996595 + moe_config: + backend: MEGAMOE_DEEPGEMM + use_low_precision_moe_combine: true + load_balancer: /infmax-workspace/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/eplb_confs/moe_load_balancer_gen_ep32_slots384.yaml + moe_expert_parallel_size: 32 + num_postprocess_workers: 4 + pipeline_parallel_size: 1 + print_iter_log: true + return_perf_metrics: true + sparse_attention_config: + algorithm: deepseek_v4 + enable_heuristic_topk: true + speculative_config: + decoding_type: MTP + max_draft_len: 3 + stream_interval: 20 + tensor_parallel_size: 32 + publish_events_and_metrics: false +frontend: + type: dynamo + enable_multiple_frontends: false + env: + ETCD_LEASE_TTL: '120' + DYN_ROUTER_QUEUE_THRESHOLD: None + DYN_TOKENIZER_CACHE: '1' + DYN_TOKENIZER_CACHE_BYTES: '8000000000' + DYN_TOKENIZER: fastokens + DYN_ROUTER_SESSION_AFFINITY_TTL_SECS: '14400' + args: + router-mode: kv + no-kv-events: true + active-decode-blocks-threshold: None + active-prefill-tokens-threshold: None + active-prefill-tokens-threshold-frac: None + orchestrator_placement: first_decode +benchmark: + type: custom + use_chat_template: true + command: bash /infmax-workspace/benchmarks/multi_node/agentic_srt.sh + env: + INFMAX_CONTAINER_WORKSPACE: /infmax-workspace + RESULT_DIR: /logs/agentic + PORT: '8000' + IS_MULTINODE: 'true' + AIPERF_DYNAMO_SESSION_TIMEOUT_SECONDS: '14400' + AIPERF_HTTP_X_DYNAMO_SESSION_ID_FROM_CORRELATION_ID: 'true' + AIPERF_USE_DYNAMO_CONV_AWARE_ROUTING: '0' + AIPERF_DATASET_MMAP_CACHE_DIR: /aiperf_mmap_cache + HF_HUB_CACHE: /hf_hub_cache + WEKA_LOADER_OVERRIDE: semianalysis_cc_traces_weka_062126 + SERVED_MODEL_NAME: DeepSeek-V4-Pro diff --git a/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-3p1d-dep8-dep16-c1152-b32-mtp.yaml b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-3p1d-dep8-dep16-c1152-b32-mtp.yaml new file mode 100644 index 0000000000..313f6d4361 --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-3p1d-dep8-dep16-c1152-b32-mtp.yaml @@ -0,0 +1,185 @@ +name: dynamo-disagg-gb300-3p1d-dep8-dep16-c1152-b32-mtp +model: + path: deepseek-ai/DeepSeek-V4-Pro + container: nvcr.io#nvidia/tensorrt-llm/release:1.3.0rc24 + precision: fp4 +identity: + model: + repo: deepseek-ai/DeepSeek-V4-Pro + container: + image: nvcr.io/nvidia/tensorrt-llm/release:1.3.0rc24 + frameworks: + dynamo: 1.4.0.dev20260807 + tensorrt_llm: 1.3.0rc24 +dynamo: + install: true + wheel: 1.4.0.dev20260807 + request_plane: tcp +health_check: + max_attempts: 1440 + interval_seconds: 10 +resources: + gpu_type: gb300 + gpus_per_node: 4 + prefill_nodes: 6 + prefill_workers: 3 + gpus_per_prefill: 8 + decode_nodes: 4 + decode_workers: 1 + gpus_per_decode: 16 +backend: + type: trtllm + prefill_environment: + TLLM_LOG_LEVEL: INFO + TRTLLM_SERVER_DISABLE_GC: '1' + TRTLLM_WORKER_DISABLE_GC: '1' + NCCL_GRAPH_MIXING_SUPPORT: '0' + TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS: '1.97' + UCX_TLS: cuda_ipc,cuda_copy,sm,self,tcp + DYN_ENGINE_CONV_AFFINITY: '1' + MIMALLOC_PURGE_DELAY: '0' + TRTLLM_ENABLE_PDL: '1' + DYN_DEFAULT_THINKING_MODE: disabled + MIMALLOC_ARENA_RESERVE: '0' + TRTLLM_PINNED_WEIGHT_STAGING: '1' + PYTORCH_CUDA_ALLOC_CONF: expandable_segments:True + CUDA_SCALE_LAUNCH_QUEUES: 4x + decode_environment: + TLLM_LOG_LEVEL: INFO + TRTLLM_SERVER_DISABLE_GC: '1' + TRTLLM_WORKER_DISABLE_GC: '1' + NCCL_GRAPH_MIXING_SUPPORT: '0' + TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS: '1.97' + UCX_TLS: cuda_ipc,cuda_copy,sm,self,tcp + DYN_ENGINE_CONV_AFFINITY: '1' + MIMALLOC_PURGE_DELAY: '0' + TRTLLM_ENABLE_PDL: '1' + DYN_DEFAULT_THINKING_MODE: disabled + MIMALLOC_ARENA_RESERVE: '0' + TRTLLM_PINNED_WEIGHT_STAGING: '1' + trtllm_config: + prefill: + attention_dp_config: + kv_cache_routing_conversation_affinity: true + cache_transceiver_config: + backend: NIXL + kv_transfer_timeout_ms: 600000 + transceiver_runtime: PYTHON + cuda_graph_config: null + custom_tokenizer: deepseek_v4 + disable_overlap_scheduler: false + enable_attention_dp: true + enable_chunked_prefill: true + kv_cache_config: + dtype: fp8 + enable_block_reuse: true + event_buffer_max_size: 0 + free_gpu_memory_fraction: 0.8 + host_cache_size: 193273528320 + pool_ratio: + - 0.55 + - 0.22 + - 0.23 + tokens_per_block: 128 + block_reuse_config: + policy: per_conversation + max_num_turns: 5 + max_batch_size: 256 + max_num_tokens: 16384 + max_seq_len: 990016 + moe_config: + backend: TRTLLM + load_balancer: /infmax-workspace/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/eplb_confs/moe_load_balancer_ctx_ep8_slots384.yaml + moe_expert_parallel_size: 8 + pipeline_parallel_size: 1 + print_iter_log: true + return_perf_metrics: true + scheduler_config: + capacity_scheduler_policy: MAX_UTILIZATION + speculative_config: + decoding_type: MTP + max_draft_len: 3 + tensor_parallel_size: 8 + decode: + cache_transceiver_config: + backend: NIXL + kv_transfer_timeout_ms: 600000 + transceiver_runtime: PYTHON + cuda_graph_config: + batch_sizes: + - 1 + - 2 + - 4 + - 8 + - 12 + - 16 + - 20 + - 24 + - 28 + - 32 + enable_padding: true + custom_tokenizer: deepseek_v4 + enable_attention_dp: true + enable_lm_head_tp_in_adp: true + kv_cache_config: + avg_seq_len: 200000 + dtype: fp8 + enable_block_reuse: false + event_buffer_max_size: 0 + free_gpu_memory_fraction: 0.7 + host_cache_size: 0 + tokens_per_block: 128 + max_batch_size: 32 + max_num_tokens: 128 + max_seq_len: 996595 + moe_config: + backend: MEGAMOE_DEEPGEMM + use_low_precision_moe_combine: true + load_balancer: /infmax-workspace/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/eplb_confs/moe_load_balancer_gen_ep16_slots384.yaml + moe_expert_parallel_size: 16 + num_postprocess_workers: 4 + pipeline_parallel_size: 1 + print_iter_log: true + return_perf_metrics: true + sparse_attention_config: + algorithm: deepseek_v4 + enable_heuristic_topk: true + speculative_config: + decoding_type: MTP + max_draft_len: 3 + stream_interval: 20 + tensor_parallel_size: 16 + publish_events_and_metrics: false +frontend: + type: dynamo + enable_multiple_frontends: false + env: + ETCD_LEASE_TTL: '120' + DYN_ROUTER_QUEUE_THRESHOLD: None + DYN_TOKENIZER_CACHE: '1' + DYN_TOKENIZER_CACHE_BYTES: '8000000000' + DYN_TOKENIZER: fastokens + DYN_ROUTER_SESSION_AFFINITY_TTL_SECS: '14400' + args: + router-mode: kv + no-kv-events: true + active-decode-blocks-threshold: None + active-prefill-tokens-threshold: None + active-prefill-tokens-threshold-frac: None + orchestrator_placement: first_decode +benchmark: + type: custom + use_chat_template: true + command: bash /infmax-workspace/benchmarks/multi_node/agentic_srt.sh + env: + INFMAX_CONTAINER_WORKSPACE: /infmax-workspace + RESULT_DIR: /logs/agentic + PORT: '8000' + IS_MULTINODE: 'true' + AIPERF_DYNAMO_SESSION_TIMEOUT_SECONDS: '14400' + AIPERF_HTTP_X_DYNAMO_SESSION_ID_FROM_CORRELATION_ID: 'true' + AIPERF_USE_DYNAMO_CONV_AWARE_ROUTING: '0' + AIPERF_DATASET_MMAP_CACHE_DIR: /aiperf_mmap_cache + HF_HUB_CACHE: /hf_hub_cache + WEKA_LOADER_OVERRIDE: semianalysis_cc_traces_weka_062126 + SERVED_MODEL_NAME: DeepSeek-V4-Pro diff --git a/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-4p1d-dep8-dep32-c1389-b16-mtp.yaml b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-4p1d-dep8-dep32-c1389-b16-mtp.yaml new file mode 100644 index 0000000000..6c6d6dedc4 --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-4p1d-dep8-dep32-c1389-b16-mtp.yaml @@ -0,0 +1,181 @@ +name: dynamo-disagg-gb300-4p1d-dep8-dep32-c1389-b16-mtp +model: + path: deepseek-ai/DeepSeek-V4-Pro + container: nvcr.io#nvidia/tensorrt-llm/release:1.3.0rc24 + precision: fp4 +identity: + model: + repo: deepseek-ai/DeepSeek-V4-Pro + container: + image: nvcr.io/nvidia/tensorrt-llm/release:1.3.0rc24 + frameworks: + dynamo: 1.4.0.dev20260807 + tensorrt_llm: 1.3.0rc24 +dynamo: + install: true + wheel: 1.4.0.dev20260807 + request_plane: tcp +health_check: + max_attempts: 1440 + interval_seconds: 10 +resources: + gpu_type: gb300 + gpus_per_node: 4 + prefill_nodes: 8 + prefill_workers: 4 + gpus_per_prefill: 8 + decode_nodes: 8 + decode_workers: 1 + gpus_per_decode: 32 +backend: + type: trtllm + prefill_environment: + TLLM_LOG_LEVEL: INFO + TRTLLM_SERVER_DISABLE_GC: '1' + TRTLLM_WORKER_DISABLE_GC: '1' + NCCL_GRAPH_MIXING_SUPPORT: '0' + TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS: '1.97' + UCX_TLS: cuda_ipc,cuda_copy,sm,self,tcp + DYN_ENGINE_CONV_AFFINITY: '1' + MIMALLOC_PURGE_DELAY: '0' + TRTLLM_ENABLE_PDL: '1' + DYN_DEFAULT_THINKING_MODE: disabled + MIMALLOC_ARENA_RESERVE: '0' + TRTLLM_PINNED_WEIGHT_STAGING: '1' + PYTORCH_CUDA_ALLOC_CONF: expandable_segments:True + CUDA_SCALE_LAUNCH_QUEUES: 4x + decode_environment: + TLLM_LOG_LEVEL: INFO + TRTLLM_SERVER_DISABLE_GC: '1' + TRTLLM_WORKER_DISABLE_GC: '1' + NCCL_GRAPH_MIXING_SUPPORT: '0' + TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS: '1.97' + UCX_TLS: cuda_ipc,cuda_copy,sm,self,tcp + DYN_ENGINE_CONV_AFFINITY: '1' + MIMALLOC_PURGE_DELAY: '0' + TRTLLM_ENABLE_PDL: '1' + DYN_DEFAULT_THINKING_MODE: disabled + MIMALLOC_ARENA_RESERVE: '0' + TRTLLM_PINNED_WEIGHT_STAGING: '1' + trtllm_config: + prefill: + attention_dp_config: + kv_cache_routing_conversation_affinity: true + cache_transceiver_config: + backend: NIXL + kv_transfer_timeout_ms: 600000 + transceiver_runtime: PYTHON + cuda_graph_config: null + custom_tokenizer: deepseek_v4 + disable_overlap_scheduler: false + enable_attention_dp: true + enable_chunked_prefill: true + kv_cache_config: + dtype: fp8 + enable_block_reuse: true + event_buffer_max_size: 0 + free_gpu_memory_fraction: 0.8 + host_cache_size: 193273528320 + pool_ratio: + - 0.55 + - 0.22 + - 0.23 + tokens_per_block: 128 + block_reuse_config: + policy: per_conversation + max_num_turns: 5 + max_batch_size: 256 + max_num_tokens: 16384 + max_seq_len: 990016 + moe_config: + backend: TRTLLM + load_balancer: /infmax-workspace/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/eplb_confs/moe_load_balancer_ctx_ep8_slots384.yaml + moe_expert_parallel_size: 8 + pipeline_parallel_size: 1 + print_iter_log: true + return_perf_metrics: true + scheduler_config: + capacity_scheduler_policy: MAX_UTILIZATION + speculative_config: + decoding_type: MTP + max_draft_len: 3 + tensor_parallel_size: 8 + decode: + cache_transceiver_config: + backend: NIXL + kv_transfer_timeout_ms: 600000 + transceiver_runtime: PYTHON + cuda_graph_config: + batch_sizes: + - 1 + - 2 + - 4 + - 8 + - 12 + - 16 + enable_padding: true + custom_tokenizer: deepseek_v4 + enable_attention_dp: true + enable_lm_head_tp_in_adp: true + kv_cache_config: + avg_seq_len: 200000 + dtype: fp8 + enable_block_reuse: false + event_buffer_max_size: 0 + free_gpu_memory_fraction: 0.7 + host_cache_size: 0 + tokens_per_block: 128 + max_batch_size: 16 + max_num_tokens: 64 + max_seq_len: 996595 + moe_config: + backend: MEGAMOE_DEEPGEMM + use_low_precision_moe_combine: true + load_balancer: /infmax-workspace/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/eplb_confs/moe_load_balancer_gen_ep32_slots384.yaml + moe_expert_parallel_size: 32 + num_postprocess_workers: 4 + pipeline_parallel_size: 1 + print_iter_log: true + return_perf_metrics: true + sparse_attention_config: + algorithm: deepseek_v4 + enable_heuristic_topk: true + speculative_config: + decoding_type: MTP + max_draft_len: 3 + stream_interval: 20 + tensor_parallel_size: 32 + publish_events_and_metrics: false +frontend: + type: dynamo + enable_multiple_frontends: false + env: + ETCD_LEASE_TTL: '120' + DYN_ROUTER_QUEUE_THRESHOLD: None + DYN_TOKENIZER_CACHE: '1' + DYN_TOKENIZER_CACHE_BYTES: '8000000000' + DYN_TOKENIZER: fastokens + DYN_ROUTER_SESSION_AFFINITY_TTL_SECS: '14400' + args: + router-mode: kv + no-kv-events: true + active-decode-blocks-threshold: None + active-prefill-tokens-threshold: None + active-prefill-tokens-threshold-frac: None + orchestrator_placement: first_decode +benchmark: + type: custom + use_chat_template: true + command: bash /infmax-workspace/benchmarks/multi_node/agentic_srt.sh + env: + INFMAX_CONTAINER_WORKSPACE: /infmax-workspace + RESULT_DIR: /logs/agentic + PORT: '8000' + IS_MULTINODE: 'true' + AIPERF_DYNAMO_SESSION_TIMEOUT_SECONDS: '14400' + AIPERF_HTTP_X_DYNAMO_SESSION_ID_FROM_CORRELATION_ID: 'true' + AIPERF_USE_DYNAMO_CONV_AWARE_ROUTING: '0' + AIPERF_DATASET_MMAP_CACHE_DIR: /aiperf_mmap_cache + HF_HUB_CACHE: /hf_hub_cache + WEKA_LOADER_OVERRIDE: semianalysis_cc_traces_weka_062126 + SERVED_MODEL_NAME: DeepSeek-V4-Pro diff --git a/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-5p1d-dep8-dep16-c1978-b64-mtp.yaml b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-5p1d-dep8-dep16-c1978-b64-mtp.yaml new file mode 100644 index 0000000000..f6f012f6e4 --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-5p1d-dep8-dep16-c1978-b64-mtp.yaml @@ -0,0 +1,193 @@ +name: dynamo-disagg-gb300-5p1d-dep8-dep16-c1978-b64-mtp +model: + path: deepseek-ai/DeepSeek-V4-Pro + container: nvcr.io#nvidia/tensorrt-llm/release:1.3.0rc24 + precision: fp4 +identity: + model: + repo: deepseek-ai/DeepSeek-V4-Pro + container: + image: nvcr.io/nvidia/tensorrt-llm/release:1.3.0rc24 + frameworks: + dynamo: 1.4.0.dev20260807 + tensorrt_llm: 1.3.0rc24 +dynamo: + install: true + wheel: 1.4.0.dev20260807 + request_plane: tcp +health_check: + max_attempts: 1440 + interval_seconds: 10 +resources: + gpu_type: gb300 + gpus_per_node: 4 + prefill_nodes: 10 + prefill_workers: 5 + gpus_per_prefill: 8 + decode_nodes: 4 + decode_workers: 1 + gpus_per_decode: 16 +backend: + type: trtllm + prefill_environment: + TLLM_LOG_LEVEL: INFO + TRTLLM_SERVER_DISABLE_GC: '1' + TRTLLM_WORKER_DISABLE_GC: '1' + NCCL_GRAPH_MIXING_SUPPORT: '0' + TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS: '1.97' + UCX_TLS: cuda_ipc,cuda_copy,sm,self,tcp + DYN_ENGINE_CONV_AFFINITY: '1' + MIMALLOC_PURGE_DELAY: '0' + TRTLLM_ENABLE_PDL: '1' + DYN_DEFAULT_THINKING_MODE: disabled + MIMALLOC_ARENA_RESERVE: '0' + TRTLLM_PINNED_WEIGHT_STAGING: '1' + PYTORCH_CUDA_ALLOC_CONF: expandable_segments:True + CUDA_SCALE_LAUNCH_QUEUES: 4x + decode_environment: + TLLM_LOG_LEVEL: INFO + TRTLLM_SERVER_DISABLE_GC: '1' + TRTLLM_WORKER_DISABLE_GC: '1' + NCCL_GRAPH_MIXING_SUPPORT: '0' + TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS: '1.97' + UCX_TLS: cuda_ipc,cuda_copy,sm,self,tcp + DYN_ENGINE_CONV_AFFINITY: '1' + MIMALLOC_PURGE_DELAY: '0' + TRTLLM_ENABLE_PDL: '1' + DYN_DEFAULT_THINKING_MODE: disabled + MIMALLOC_ARENA_RESERVE: '0' + TRTLLM_PINNED_WEIGHT_STAGING: '1' + trtllm_config: + prefill: + attention_dp_config: + kv_cache_routing_conversation_affinity: true + cache_transceiver_config: + backend: NIXL + kv_transfer_timeout_ms: 600000 + transceiver_runtime: PYTHON + cuda_graph_config: null + custom_tokenizer: deepseek_v4 + disable_overlap_scheduler: false + enable_attention_dp: true + enable_chunked_prefill: true + kv_cache_config: + dtype: fp8 + enable_block_reuse: true + event_buffer_max_size: 0 + free_gpu_memory_fraction: 0.8 + host_cache_size: 193273528320 + pool_ratio: + - 0.55 + - 0.22 + - 0.23 + tokens_per_block: 128 + block_reuse_config: + policy: per_conversation + max_num_turns: 5 + max_batch_size: 256 + max_num_tokens: 16384 + max_seq_len: 990016 + moe_config: + backend: TRTLLM + load_balancer: /infmax-workspace/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/eplb_confs/moe_load_balancer_ctx_ep8_slots384.yaml + moe_expert_parallel_size: 8 + pipeline_parallel_size: 1 + print_iter_log: true + return_perf_metrics: true + scheduler_config: + capacity_scheduler_policy: MAX_UTILIZATION + speculative_config: + decoding_type: MTP + max_draft_len: 3 + tensor_parallel_size: 8 + decode: + cache_transceiver_config: + backend: NIXL + kv_transfer_timeout_ms: 600000 + transceiver_runtime: PYTHON + cuda_graph_config: + batch_sizes: + - 1 + - 2 + - 4 + - 8 + - 12 + - 16 + - 20 + - 24 + - 28 + - 32 + - 36 + - 40 + - 44 + - 48 + - 52 + - 56 + - 60 + - 64 + enable_padding: true + custom_tokenizer: deepseek_v4 + enable_attention_dp: true + enable_lm_head_tp_in_adp: true + kv_cache_config: + avg_seq_len: 200000 + dtype: fp8 + enable_block_reuse: false + event_buffer_max_size: 0 + free_gpu_memory_fraction: 0.7 + host_cache_size: 0 + tokens_per_block: 128 + max_batch_size: 64 + max_num_tokens: 256 + max_seq_len: 996595 + moe_config: + backend: MEGAMOE_DEEPGEMM + use_low_precision_moe_combine: true + load_balancer: /infmax-workspace/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/eplb_confs/moe_load_balancer_gen_ep16_slots384.yaml + moe_expert_parallel_size: 16 + num_postprocess_workers: 4 + pipeline_parallel_size: 1 + print_iter_log: true + return_perf_metrics: true + sparse_attention_config: + algorithm: deepseek_v4 + enable_heuristic_topk: true + speculative_config: + decoding_type: MTP + max_draft_len: 3 + stream_interval: 20 + tensor_parallel_size: 16 + publish_events_and_metrics: false +frontend: + type: dynamo + enable_multiple_frontends: false + env: + ETCD_LEASE_TTL: '120' + DYN_ROUTER_QUEUE_THRESHOLD: None + DYN_TOKENIZER_CACHE: '1' + DYN_TOKENIZER_CACHE_BYTES: '8000000000' + DYN_TOKENIZER: fastokens + DYN_ROUTER_SESSION_AFFINITY_TTL_SECS: '14400' + args: + router-mode: kv + no-kv-events: true + active-decode-blocks-threshold: None + active-prefill-tokens-threshold: None + active-prefill-tokens-threshold-frac: None + orchestrator_placement: first_decode +benchmark: + type: custom + use_chat_template: true + command: bash /infmax-workspace/benchmarks/multi_node/agentic_srt.sh + env: + INFMAX_CONTAINER_WORKSPACE: /infmax-workspace + RESULT_DIR: /logs/agentic + PORT: '8000' + IS_MULTINODE: 'true' + AIPERF_DYNAMO_SESSION_TIMEOUT_SECONDS: '14400' + AIPERF_HTTP_X_DYNAMO_SESSION_ID_FROM_CORRELATION_ID: 'true' + AIPERF_USE_DYNAMO_CONV_AWARE_ROUTING: '0' + AIPERF_DATASET_MMAP_CACHE_DIR: /aiperf_mmap_cache + HF_HUB_CACHE: /hf_hub_cache + WEKA_LOADER_OVERRIDE: semianalysis_cc_traces_weka_062126 + SERVED_MODEL_NAME: DeepSeek-V4-Pro diff --git a/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-5p1d-dep8-dep16-c2626-b96-mtp.yaml b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-5p1d-dep8-dep16-c2626-b96-mtp.yaml new file mode 100644 index 0000000000..a6b9ef386e --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-5p1d-dep8-dep16-c2626-b96-mtp.yaml @@ -0,0 +1,201 @@ +name: dynamo-disagg-gb300-5p1d-dep8-dep16-c2626-b96-mtp +model: + path: deepseek-ai/DeepSeek-V4-Pro + container: nvcr.io#nvidia/tensorrt-llm/release:1.3.0rc24 + precision: fp4 +identity: + model: + repo: deepseek-ai/DeepSeek-V4-Pro + container: + image: nvcr.io/nvidia/tensorrt-llm/release:1.3.0rc24 + frameworks: + dynamo: 1.4.0.dev20260807 + tensorrt_llm: 1.3.0rc24 +dynamo: + install: true + wheel: 1.4.0.dev20260807 + request_plane: tcp +health_check: + max_attempts: 1440 + interval_seconds: 10 +resources: + gpu_type: gb300 + gpus_per_node: 4 + prefill_nodes: 10 + prefill_workers: 5 + gpus_per_prefill: 8 + decode_nodes: 4 + decode_workers: 1 + gpus_per_decode: 16 +backend: + type: trtllm + prefill_environment: + TLLM_LOG_LEVEL: INFO + TRTLLM_SERVER_DISABLE_GC: '1' + TRTLLM_WORKER_DISABLE_GC: '1' + NCCL_GRAPH_MIXING_SUPPORT: '0' + TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS: '1.97' + UCX_TLS: cuda_ipc,cuda_copy,sm,self,tcp + DYN_ENGINE_CONV_AFFINITY: '1' + MIMALLOC_PURGE_DELAY: '0' + TRTLLM_ENABLE_PDL: '1' + DYN_DEFAULT_THINKING_MODE: disabled + MIMALLOC_ARENA_RESERVE: '0' + TRTLLM_PINNED_WEIGHT_STAGING: '1' + PYTORCH_CUDA_ALLOC_CONF: expandable_segments:True + CUDA_SCALE_LAUNCH_QUEUES: 4x + decode_environment: + TLLM_LOG_LEVEL: INFO + TRTLLM_SERVER_DISABLE_GC: '1' + TRTLLM_WORKER_DISABLE_GC: '1' + NCCL_GRAPH_MIXING_SUPPORT: '0' + TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS: '1.97' + UCX_TLS: cuda_ipc,cuda_copy,sm,self,tcp + DYN_ENGINE_CONV_AFFINITY: '1' + MIMALLOC_PURGE_DELAY: '0' + TRTLLM_ENABLE_PDL: '1' + DYN_DEFAULT_THINKING_MODE: disabled + MIMALLOC_ARENA_RESERVE: '0' + TRTLLM_PINNED_WEIGHT_STAGING: '1' + trtllm_config: + prefill: + attention_dp_config: + kv_cache_routing_conversation_affinity: true + cache_transceiver_config: + backend: NIXL + kv_transfer_timeout_ms: 600000 + transceiver_runtime: PYTHON + cuda_graph_config: null + custom_tokenizer: deepseek_v4 + disable_overlap_scheduler: false + enable_attention_dp: true + enable_chunked_prefill: true + kv_cache_config: + dtype: fp8 + enable_block_reuse: true + event_buffer_max_size: 0 + free_gpu_memory_fraction: 0.8 + host_cache_size: 193273528320 + pool_ratio: + - 0.55 + - 0.22 + - 0.23 + tokens_per_block: 128 + block_reuse_config: + policy: per_conversation + max_num_turns: 5 + max_batch_size: 256 + max_num_tokens: 16384 + max_seq_len: 990016 + moe_config: + backend: TRTLLM + load_balancer: /infmax-workspace/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/eplb_confs/moe_load_balancer_ctx_ep8_slots384.yaml + moe_expert_parallel_size: 8 + pipeline_parallel_size: 1 + print_iter_log: true + return_perf_metrics: true + scheduler_config: + capacity_scheduler_policy: MAX_UTILIZATION + speculative_config: + decoding_type: MTP + max_draft_len: 3 + tensor_parallel_size: 8 + decode: + cache_transceiver_config: + backend: NIXL + kv_transfer_timeout_ms: 600000 + transceiver_runtime: PYTHON + cuda_graph_config: + batch_sizes: + - 1 + - 2 + - 4 + - 8 + - 12 + - 16 + - 20 + - 24 + - 28 + - 32 + - 36 + - 40 + - 44 + - 48 + - 52 + - 56 + - 60 + - 64 + - 68 + - 72 + - 76 + - 80 + - 84 + - 88 + - 92 + - 96 + enable_padding: true + custom_tokenizer: deepseek_v4 + enable_attention_dp: true + enable_lm_head_tp_in_adp: true + kv_cache_config: + avg_seq_len: 200000 + dtype: fp8 + enable_block_reuse: false + event_buffer_max_size: 0 + free_gpu_memory_fraction: 0.7 + host_cache_size: 0 + tokens_per_block: 128 + max_batch_size: 96 + max_num_tokens: 384 + max_seq_len: 996595 + moe_config: + backend: MEGAMOE_DEEPGEMM + use_low_precision_moe_combine: true + load_balancer: /infmax-workspace/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/eplb_confs/moe_load_balancer_gen_ep16_slots384.yaml + moe_expert_parallel_size: 16 + num_postprocess_workers: 4 + pipeline_parallel_size: 1 + print_iter_log: true + return_perf_metrics: true + sparse_attention_config: + algorithm: deepseek_v4 + enable_heuristic_topk: true + speculative_config: + decoding_type: MTP + max_draft_len: 3 + stream_interval: 20 + tensor_parallel_size: 16 + publish_events_and_metrics: false +frontend: + type: dynamo + enable_multiple_frontends: false + env: + ETCD_LEASE_TTL: '120' + DYN_ROUTER_QUEUE_THRESHOLD: None + DYN_TOKENIZER_CACHE: '1' + DYN_TOKENIZER_CACHE_BYTES: '8000000000' + DYN_TOKENIZER: fastokens + DYN_ROUTER_SESSION_AFFINITY_TTL_SECS: '14400' + args: + router-mode: kv + no-kv-events: true + active-decode-blocks-threshold: None + active-prefill-tokens-threshold: None + active-prefill-tokens-threshold-frac: None + orchestrator_placement: first_decode +benchmark: + type: custom + use_chat_template: true + command: bash /infmax-workspace/benchmarks/multi_node/agentic_srt.sh + env: + INFMAX_CONTAINER_WORKSPACE: /infmax-workspace + RESULT_DIR: /logs/agentic + PORT: '8000' + IS_MULTINODE: 'true' + AIPERF_DYNAMO_SESSION_TIMEOUT_SECONDS: '14400' + AIPERF_HTTP_X_DYNAMO_SESSION_ID_FROM_CORRELATION_ID: 'true' + AIPERF_USE_DYNAMO_CONV_AWARE_ROUTING: '0' + AIPERF_DATASET_MMAP_CACHE_DIR: /aiperf_mmap_cache + HF_HUB_CACHE: /hf_hub_cache + WEKA_LOADER_OVERRIDE: semianalysis_cc_traces_weka_062126 + SERVED_MODEL_NAME: DeepSeek-V4-Pro diff --git a/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/eplb_confs/moe_load_balancer_ctx_ep8_slots384.yaml b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/eplb_confs/moe_load_balancer_ctx_ep8_slots384.yaml new file mode 100644 index 0000000000..85cd11b459 --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/eplb_confs/moe_load_balancer_ctx_ep8_slots384.yaml @@ -0,0 +1,65 @@ +initial_global_assignments: + 0: [133, 345, 232, 335, 19, 147, 284, 129, 200, 383, 234, 219, 159, 316, 47, 141, 146, 294, 77, 241, 43, 324, 92, 315, 148, 277, 87, 98, 197, 298, 339, 54, 171, 127, 156, 214, 100, 373, 82, 183, 372, 357, 182, 145, 301, 30, 333, 103, 50, 198, 322, 162, 346, 302, 68, 76, 1, 353, 189, 286, 46, 293, 119, 374, 204, 188, 149, 18, 278, 172, 246, 359, 257, 122, 199, 124, 104, 258, 343, 312, 296, 59, 136, 310, 167, 356, 317, 224, 365, 295, 233, 304, 334, 326, 205, 332, 28, 81, 255, 90, 190, 34, 109, 308, 74, 153, 22, 115, 91, 165, 6, 281, 125, 134, 67, 79, 313, 118, 314, 321, 336, 10, 203, 291, 27, 354, 285, 299, 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321, 11, 205, 104, 327, 320, 311, 191, 251, 93, 382, 157, 291, 126, 102, 228, 226, 355, 92, 374, 379, 186, 80, 166, 133, 177, 176, 361, 200, 7, 258, 25, 172, 249, 9, 56, 53, 110, 354, 360, 75, 372, 130, 105, 242, 236, 208, 67, 335, 61, 265, 116, 314, 146, 290, 149, 202, 296, 222, 346, 378, 69, 269, 310, 195, 334, 153, 82, 262, 281, 365, 78, 101, 124, 8, 3, 6, 293, 244, 103, 363, 65, 114, 20, 201, 217, 97, 27, 36, 89, 263, 306, 28, 147, 303, 165, 109, 159, 106, 125, 197, 151, 304, 155, 120, 243, 279, 246, 380, 283, 24, 235, 113, 60, 292, 266, 137, 370, 152, 328, 62, 71, 309, 351, 250, 383, 367, 248, 362, 35, 238, 344, 144, 117, 190, 88, 199, 214, 196, 19, 356, 51, 377, 280, 128, 287, 359, 163, 18, 95, 340, 160, 218, 21, 41, 193, 256, 271, 171, 167, 50, 142, 241, 348, 86, 252, 324, 358, 44, 121, 194, 96, 42, 353, 307, 273, 203, 184, 183, 345, 368, 138, 237, 286, 85, 331, 46, 112, 158, 178, 40, 240, 278, 369, 357, 77, 289, 299, 175, 213, 64, 16, 91, 162, 325, 136, 119, 55, 33, 94, 39, 135, 259, 52, 288, 15, 181, 318, 276, 341, 338, 224, 204, 302, 221, 352, 66, 173, 254, 275, 169, 343, 73, 274, 209, 373, 140, 297, 2, 127, 168, 132, 277, 305] + 60: [268, 175, 340, 63, 0, 62, 168, 378, 242, 325, 333, 201, 254, 54, 141, 26, 382, 375, 118, 30, 187, 198, 32, 89, 313, 12, 276, 304, 352, 79, 210, 138, 321, 301, 22, 288, 121, 247, 299, 269, 154, 49, 261, 235, 86, 336, 280, 150, 335, 314, 337, 87, 245, 379, 176, 73, 56, 105, 308, 275, 381, 27, 51, 132, 19, 370, 238, 17, 285, 191, 15, 376, 219, 123, 334, 230, 7, 293, 29, 259, 327, 231, 380, 147, 57, 88, 358, 360, 14, 23, 353, 305, 41, 178, 312, 250, 181, 364, 46, 91, 158, 163, 291, 252, 246, 156, 258, 196, 58, 115, 345, 43, 35, 349, 161, 9, 152, 144, 290, 253, 236, 149, 193, 211, 104, 25, 131, 228, 10, 200, 372, 221, 94, 4, 98, 8, 199, 151, 356, 61, 145, 315, 127, 82, 343, 300, 274, 222, 167, 241, 224, 100, 80, 267, 281, 13, 347, 217, 273, 84, 92, 225, 371, 146, 3, 328, 367, 116, 16, 185, 302, 170, 296, 354, 295, 95, 309, 65, 6, 282, 194, 162, 344, 128, 40, 90, 2, 270, 318, 129, 226, 182, 60, 240, 36, 215, 283, 134, 323, 294, 346, 53, 251, 286, 205, 165, 232, 172, 320, 284, 332, 227, 59, 111, 338, 383, 179, 55, 223, 137, 330, 310, 37, 24, 279, 106, 157, 45, 126, 112, 303, 81, 234, 287, 306, 255, 103, 68, 213, 317, 195, 139, 85, 42, 374, 44, 1, 341, 171, 369, 21, 77, 52, 76, 289, 174, 322, 101, 264, 69, 119, 377, 96, 272, 180, 78, 18, 108, 319, 122, 277, 183, 214, 206, 329, 67, 102, 75, 307, 153, 260, 39, 74, 71, 148, 355, 190, 218, 184, 297, 348, 20, 166, 203, 125, 136, 160, 216, 117, 324, 351, 83, 350, 133, 239, 192, 99, 186, 208, 357, 339, 33, 316, 248, 38, 202, 135, 326, 331, 197, 130, 177, 262, 110, 142, 311, 48, 278, 233, 155, 28, 11, 114, 93, 159, 109, 209, 373, 70, 120, 263, 5, 229, 169, 292, 50, 113, 366, 64, 188, 237, 143, 107, 243, 368, 361, 365, 207, 97, 66, 124, 212, 47, 140, 265, 362, 204, 342, 31, 173, 72, 249, 257, 189, 298, 244, 363, 359, 34, 164, 256, 266, 220, 271] + 61: [221, 67, 264, 239, 258, 362, 255, 265, 20, 171, 276, 152, 212, 166, 295, 139, 92, 235, 126, 70, 348, 87, 277, 106, 46, 24, 61, 311, 365, 234, 109, 116, 8, 49, 291, 242, 132, 248, 110, 374, 150, 308, 273, 102, 319, 252, 105, 58, 127, 310, 379, 275, 358, 270, 372, 300, 245, 364, 153, 31, 192, 184, 355, 136, 143, 172, 205, 124, 383, 71, 256, 220, 93, 38, 26, 75, 7, 85, 99, 269, 309, 130, 345, 189, 134, 56, 380, 117, 66, 202, 382, 298, 284, 138, 359, 304, 162, 203, 327, 278, 368, 122, 352, 113, 261, 223, 107, 12, 43, 361, 103, 55, 157, 230, 251, 60, 254, 229, 19, 96, 159, 305, 219, 144, 196, 213, 301, 233, 317, 375, 16, 147, 315, 313, 89, 178, 204, 174, 342, 328, 137, 376, 182, 283, 299, 5, 44, 120, 343, 21, 236, 243, 292, 363, 190, 334, 185, 186, 83, 64, 95, 303, 119, 84, 181, 11, 210, 288, 356, 50, 206, 285, 263, 323, 88, 232, 112, 28, 246, 149, 30, 279, 142, 6, 200, 51, 346, 337, 40, 39, 227, 187, 36, 371, 321, 240, 211, 146, 3, 62, 91, 80, 164, 180, 167, 216, 34, 241, 45, 154, 97, 57, 373, 193, 369, 94, 73, 231, 69, 349, 78, 47, 344, 360, 271, 318, 54, 53, 128, 135, 225, 207, 14, 228, 214, 1, 199, 111, 13, 123, 179, 86, 218, 208, 27, 121, 79, 237, 81, 249, 222, 287, 326, 151, 340, 195, 2, 170, 158, 320, 329, 268, 322, 104, 333, 76, 325, 68, 354, 129, 293, 65, 148, 331, 35, 0, 161, 209, 42, 338, 18, 224, 52, 175, 347, 63, 314, 353, 197, 25, 198, 286, 302, 238, 250, 33, 367, 306, 226, 140, 100, 201, 260, 72, 23, 330, 188, 290, 266, 145, 215, 41, 115, 351, 160, 125, 156, 370, 131, 289, 257, 262, 48, 217, 191, 253, 59, 163, 74, 280, 98, 133, 141, 155, 274, 377, 10, 316, 82, 324, 357, 168, 336, 267, 15, 272, 350, 296, 339, 108, 312, 176, 17, 282, 281, 169, 378, 29, 173, 366, 335, 37, 32, 114, 177, 90, 294, 183, 101, 259, 247, 4, 194, 381, 165, 332, 307, 118, 244, 77, 341, 297, 22, 9] +layer_updates_per_iter: 0 +num_slots: 384 diff --git a/configs/nvidia-master.yaml b/configs/nvidia-master.yaml index caa0a7e082..ec354578c4 100644 --- a/configs/nvidia-master.yaml +++ b/configs/nvidia-master.yaml @@ -5537,6 +5537,161 @@ dsv4-fp4-b200-dynamo-vllm-mtp: ep: 8 dp-attn: true +dsv4-fp4-gb300-dynamo-trt-agentx: + image: nvcr.io#nvidia/tensorrt-llm/release:1.3.0rc24 + model: deepseek-ai/DeepSeek-V4-Pro + model-prefix: dsv4 + runner: cluster:gb300-nv + precision: fp4 + framework: dynamo-trt + router: { name: dynamo-router, version: "1.4.0.dev20260807" } + kv-p2p-transfer: nixl + multinode: true + disagg: true + scenarios: + agentic-coding: + - search-space: + - spec-decoding: mtp + conc-list: [4] + prefill: + num-worker: 1 + tp: 4 + ep: 4 + dp-attn: true + additional-settings: + - "CONFIG_FILE=benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p4d-dep4-tep8-c4-b1-mtp.yaml" + decode: + num-worker: 4 + tp: 8 + ep: 8 + dp-attn: false + - spec-decoding: mtp + conc-list: [12] + prefill: + num-worker: 1 + tp: 4 + ep: 4 + dp-attn: true + additional-settings: + - "CONFIG_FILE=benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p6d-dep4-tep4-c12-b4-mtp.yaml" + decode: + num-worker: 6 + tp: 4 + ep: 4 + dp-attn: false + - spec-decoding: mtp + conc-list: [24] + prefill: + num-worker: 1 + tp: 4 + ep: 4 + dp-attn: true + additional-settings: + - "CONFIG_FILE=benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p6d-dep4-tep4-c24-b4-mtp.yaml" + decode: + num-worker: 6 + tp: 4 + ep: 4 + dp-attn: false + - spec-decoding: mtp + conc-list: [206] + prefill: + num-worker: 1 + tp: 8 + ep: 8 + dp-attn: true + additional-settings: + - "CONFIG_FILE=benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p1d-dep8-dep32-c206-b2-mtp.yaml" + decode: + num-worker: 1 + tp: 32 + ep: 32 + dp-attn: true + - spec-decoding: mtp + conc-list: [388] + prefill: + num-worker: 1 + tp: 8 + ep: 8 + dp-attn: true + additional-settings: + - "CONFIG_FILE=benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-1p1d-dep8-dep32-c388-b4-mtp.yaml" + decode: + num-worker: 1 + tp: 32 + ep: 32 + dp-attn: true + - spec-decoding: mtp + conc-list: [736] + prefill: + num-worker: 2 + tp: 8 + ep: 8 + dp-attn: true + additional-settings: + - "CONFIG_FILE=benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-2p1d-dep8-dep32-c736-b8-mtp.yaml" + decode: + num-worker: 1 + tp: 32 + ep: 32 + dp-attn: true + - spec-decoding: mtp + conc-list: [1152] + prefill: + num-worker: 3 + tp: 8 + ep: 8 + dp-attn: true + additional-settings: + - "CONFIG_FILE=benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-3p1d-dep8-dep16-c1152-b32-mtp.yaml" + decode: + num-worker: 1 + tp: 16 + ep: 16 + dp-attn: true + - spec-decoding: mtp + conc-list: [1389] + prefill: + num-worker: 4 + tp: 8 + ep: 8 + dp-attn: true + additional-settings: + - "CONFIG_FILE=benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-4p1d-dep8-dep32-c1389-b16-mtp.yaml" + decode: + num-worker: 1 + tp: 32 + ep: 32 + dp-attn: true + - spec-decoding: mtp + conc-list: [1978] + prefill: + num-worker: 5 + tp: 8 + ep: 8 + dp-attn: true + additional-settings: + - "CONFIG_FILE=benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-5p1d-dep8-dep16-c1978-b64-mtp.yaml" + decode: + num-worker: 1 + tp: 16 + ep: 16 + dp-attn: true + - spec-decoding: mtp + conc-list: [2626] + prefill: + num-worker: 5 + tp: 8 + ep: 8 + dp-attn: true + additional-settings: + - "CONFIG_FILE=benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4/agentx-gb300-20260811/dynamo-disagg-gb300-5p1d-dep8-dep16-c2626-b96-mtp.yaml" + decode: + num-worker: 1 + tp: 16 + ep: 16 + dp-attn: true + dsv4-fp4-gb300-dynamo-trt: image: nvcr.io#nvidia/ai-dynamo/tensorrtllm-runtime:1.3.0-deepseek-v4-dev.1 model: deepseek-ai/DeepSeek-V4-Pro diff --git a/perf-changelog.yaml b/perf-changelog.yaml index 04ba9feb56..4a5e1f2ed0 100644 --- a/perf-changelog.yaml +++ b/perf-changelog.yaml @@ -5953,3 +5953,13 @@ - "Use native EAGLE MTP (3 steps, top-k 1, 4 draft tokens) and golden synthetic acceptance length 2.49 for throughput; eval retains real verification." - "Follow the official SGLang DeepSeek-V4 Blackwell recipe, require nonempty SGLang server metrics, keep pooled AgentX connections alive, let AIPerf own HiCache warmup, and reserve transient MoE workspace at DEP8 c512." pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/2577 + +- config-keys: + - dsv4-fp4-gb300-dynamo-trt-agentx + scenario-type: + - agentic-coding + description: + - "Add a DeepSeek-V4-Pro FP4 Dynamo-TensorRT-LLM MTP AgentX configuration for GB300 with ten disaggregated topologies." + - "Use NIXL KV transfer, deterministic MTP acceptance settings, and in-repo EPLB placement tables." + - "Image: nvcr.io/nvidia/tensorrt-llm/release:1.3.0rc24" + pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/XXX diff --git a/runners/launch_gb300-nv.sh b/runners/launch_gb300-nv.sh index 27154c404e..65fab73b7b 100644 --- a/runners/launch_gb300-nv.sh +++ b/runners/launch_gb300-nv.sh @@ -218,6 +218,16 @@ elif [[ "$IS_AGENTIC" == "1" && $FRAMEWORK == "dynamo-sglang" && $MODEL_PREFIX = mkdir -p recipes/sglang/deepseek-v4/agentic cp -rT "$GITHUB_WORKSPACE/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/agentic" \ recipes/sglang/deepseek-v4/agentic +elif [[ "$IS_AGENTIC" == "1" && $FRAMEWORK == "dynamo-trt" && $MODEL_PREFIX == "dsv4" ]]; then + # DeepSeek-V4-Pro TensorRT-LLM AgentX recipes are version-controlled here + # and use the srt-slurm v1.0.36 release. + SRT_SLURM_MODEL_PREFIX="deepseek-ai/DeepSeek-V4-Pro" + git clone --branch v1.0.36 --single-branch https://github.com/NVIDIA/srt-slurm.git "$SRT_REPO_DIR" || exit 1 + cd "$SRT_REPO_DIR" || exit 1 + + mkdir -p benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4 || exit 1 + cp -rT "$GITHUB_WORKSPACE/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4" \ + benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4 || exit 1 elif [[ "$IS_AGENTIC" == "1" ]]; then # Agentic recipes use NVIDIA/srt-slurm v1.0.36. This is the upstream # version validated in InferenceX PR #2302 and includes per-node DP, @@ -355,13 +365,17 @@ echo "Configs available at: $SRT_REPO_DIR/" # Create srtslurm.yaml for srtctl (used by both frameworks) SRTCTL_ROOT="${SRT_REPO_DIR}" echo "Creating srtslurm.yaml configuration..." +SRT_DEFAULT_TIME_LIMIT="4:00:00" +if [[ "$IS_AGENTIC" == "1" && $FRAMEWORK == "dynamo-trt" && $MODEL_PREFIX == "dsv4" ]]; then + SRT_DEFAULT_TIME_LIMIT="8:00:00" +fi cat > srtslurm.yaml < Date: Thu, 13 Aug 2026 16:04:24 -0700 Subject: [PATCH 2/4] chore(changelog): link PR 2595 MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 在性能变更日志中补充 PR 2595 链接。 --- perf-changelog.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/perf-changelog.yaml b/perf-changelog.yaml index 4a5e1f2ed0..ddf330a063 100644 --- a/perf-changelog.yaml +++ b/perf-changelog.yaml @@ -5962,4 +5962,4 @@ - "Add a DeepSeek-V4-Pro FP4 Dynamo-TensorRT-LLM MTP AgentX configuration for GB300 with ten disaggregated topologies." - "Use NIXL KV transfer, deterministic MTP acceptance settings, and in-repo EPLB placement tables." - "Image: nvcr.io/nvidia/tensorrt-llm/release:1.3.0rc24" - pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/XXX + pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/2595 From 3b752aaaa6b3133c7ecae7f94987b288b24c306e Mon Sep 17 00:00:00 2001 From: Rohit Pujar Nagraj Date: Fri, 14 Aug 2026 10:43:19 -0700 Subject: [PATCH 3/4] fix: route AgentX through the srt-slurm frontend MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 将 AIPerf 请求和指标查询路由到实际的 srt-slurm 前端，并在预热失败后限时清理挂起进程。评测模式会移除强制接受令牌数设置。 --- benchmarks/benchmark_lib.sh | 50 ++++++++++++++++++++++++++-- benchmarks/multi_node/agentic_srt.sh | 9 +++-- runners/launch_gb300-nv.sh | 4 +++ 3 files changed, 58 insertions(+), 5 deletions(-) diff --git a/benchmarks/benchmark_lib.sh b/benchmarks/benchmark_lib.sh index 8cc894940f..bb19c7d0ea 100644 --- a/benchmarks/benchmark_lib.sh +++ b/benchmarks/benchmark_lib.sh @@ -1995,7 +1995,7 @@ build_replay_cmd() { # rolling TTFT/ITL/throughput block and emit it every 30 seconds. export AIPERF_UI_REALTIME_METRICS_ENABLED=true REPLAY_CMD="$AIPERF_CLI profile --scenario inferencex-agentx-mvp" - REPLAY_CMD+=" --url http://localhost:$PORT" + REPLAY_CMD+=" --url ${AIPERF_SERVER_URL:-http://localhost:$PORT}" REPLAY_CMD+=" --endpoint /v1/chat/completions" REPLAY_CMD+=" --endpoint-type chat" REPLAY_CMD+=" --streaming" @@ -2174,13 +2174,57 @@ run_agentic_replay_and_write_outputs() { local result_dir="$1" local replay_rc local validation_rc + local warmup_shutdown_timeout="${AIPERF_WARMUP_FAILURE_SHUTDOWN_TIMEOUT_SECONDS:-120}" + local replay_fifo="$result_dir/.aiperf-output-${BASHPID:-$$}" + local replay_pid + local tee_pid + local watchdog_pid + + if ! [[ "$warmup_shutdown_timeout" =~ ^[1-9][0-9]*$ ]]; then + echo "ERROR: AIPERF_WARMUP_FAILURE_SHUTDOWN_TIMEOUT_SECONDS must be a positive integer" >&2 + return 1 + fi echo "$REPLAY_CMD" > "$result_dir/benchmark_command.txt" + rm -f "$replay_fifo" + mkfifo "$replay_fifo" set +e set -x - $REPLAY_CMD 2>&1 | tee "$result_dir/benchmark.log" - replay_rc=${PIPESTATUS[0]} + tee "$result_dir/benchmark.log" < "$replay_fifo" & + tee_pid=$! + $REPLAY_CMD > "$replay_fifo" 2>&1 & + replay_pid=$! + ( + set +x + while _background_process_is_running "$replay_pid"; do + if [[ -f "$result_dir/benchmark.log" ]] \ + && grep -Eq 'Terminal warmup failure|Run aborted \(warmup_failure\)' \ + "$result_dir/benchmark.log"; then + deadline=$((SECONDS + warmup_shutdown_timeout)) + while _background_process_is_running "$replay_pid" \ + && [[ $SECONDS -lt $deadline ]]; do + sleep 1 + done + if _background_process_is_running "$replay_pid"; then + echo "ERROR: AIPerf did not exit within ${warmup_shutdown_timeout}s after warmup failure" >&2 + stop_background_process_tree "$replay_pid" "AIPerf" 10 + fi + break + elif [[ -f "$result_dir/benchmark.log" ]] \ + && grep -Eq 'Phase profiling \(profiling\) started' \ + "$result_dir/benchmark.log"; then + break + fi + sleep 1 + done + ) & + watchdog_pid=$! + wait "$replay_pid" + replay_rc=$? + wait "$watchdog_pid" || true + wait "$tee_pid" || true + rm -f "$replay_fifo" set +x set -e diff --git a/benchmarks/multi_node/agentic_srt.sh b/benchmarks/multi_node/agentic_srt.sh index 79a36da524..77c196c133 100644 --- a/benchmarks/multi_node/agentic_srt.sh +++ b/benchmarks/multi_node/agentic_srt.sh @@ -9,7 +9,12 @@ set -x INFMAX_CONTAINER_WORKSPACE="${INFMAX_CONTAINER_WORKSPACE:-/infmax-workspace}" source "$INFMAX_CONTAINER_WORKSPACE/benchmarks/benchmark_lib.sh" -check_env_vars MODEL MODEL_PREFIX FRAMEWORK PRECISION CONC RESULT_FILENAME DURATION +check_env_vars \ + MODEL MODEL_PREFIX FRAMEWORK PRECISION CONC RESULT_FILENAME DURATION \ + SRT_FRONTEND_HOST SRT_FRONTEND_PORT + +export AIPERF_SERVER_URL="http://${SRT_FRONTEND_HOST}:${SRT_FRONTEND_PORT}" +echo "Using srt-slurm frontend endpoint: $AIPERF_SERVER_URL" BASE_RESULT_DIR="${RESULT_DIR:-/logs/agentic}" BASE_RESULT_FILENAME="$RESULT_FILENAME" @@ -32,7 +37,7 @@ install_agentic_deps wait_for_agentic_servers_idle() { local timeout_seconds="${AIPERF_DRAIN_TIMEOUT_SECONDS:-1800}" local poll_seconds="${AIPERF_DRAIN_POLL_SECONDS:-10}" - local frontend_metrics_url="http://localhost:${PORT}/metrics" + local frontend_metrics_url="${AIPERF_SERVER_URL%/}/metrics" "$AIPERF_PYTHON" - \ "$timeout_seconds" \ diff --git a/runners/launch_gb300-nv.sh b/runners/launch_gb300-nv.sh index 65fab73b7b..003d76272b 100644 --- a/runners/launch_gb300-nv.sh +++ b/runners/launch_gb300-nv.sh @@ -228,6 +228,10 @@ elif [[ "$IS_AGENTIC" == "1" && $FRAMEWORK == "dynamo-trt" && $MODEL_PREFIX == " mkdir -p benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4 || exit 1 cp -rT "$GITHUB_WORKSPACE/benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4" \ benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4 || exit 1 + if [[ "${EVAL_ONLY:-false}" == "true" ]]; then + find benchmarks/multi_node/srt-slurm-recipes/trtllm/deepseek-v4 -name "*.yaml" \ + -exec sed -i '/TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS/d' {} + + fi elif [[ "$IS_AGENTIC" == "1" ]]; then # Agentic recipes use NVIDIA/srt-slurm v1.0.36. This is the upstream # version validated in InferenceX PR #2302 and includes per-node DP, From e4eff97c1bac46e51f846c5f85b9898dc3873138 Mon Sep 17 00:00:00 2001 From: Rohit Pujar Nagraj Date: Fri, 14 Aug 2026 11:06:14 -0700 Subject: [PATCH 4/4] fix: narrow AgentX frontend routing change MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 将 AgentX 修复范围限定为前端路由，并恢复原有的 AIPerf 执行与清理流程。 --- benchmarks/benchmark_lib.sh | 48 ++----------------------------------- 1 file changed, 2 insertions(+), 46 deletions(-) diff --git a/benchmarks/benchmark_lib.sh b/benchmarks/benchmark_lib.sh index bb19c7d0ea..5c843fd473 100644 --- a/benchmarks/benchmark_lib.sh +++ b/benchmarks/benchmark_lib.sh @@ -2174,57 +2174,13 @@ run_agentic_replay_and_write_outputs() { local result_dir="$1" local replay_rc local validation_rc - local warmup_shutdown_timeout="${AIPERF_WARMUP_FAILURE_SHUTDOWN_TIMEOUT_SECONDS:-120}" - local replay_fifo="$result_dir/.aiperf-output-${BASHPID:-$$}" - local replay_pid - local tee_pid - local watchdog_pid - - if ! [[ "$warmup_shutdown_timeout" =~ ^[1-9][0-9]*$ ]]; then - echo "ERROR: AIPERF_WARMUP_FAILURE_SHUTDOWN_TIMEOUT_SECONDS must be a positive integer" >&2 - return 1 - fi echo "$REPLAY_CMD" > "$result_dir/benchmark_command.txt" - rm -f "$replay_fifo" - mkfifo "$replay_fifo" set +e set -x - tee "$result_dir/benchmark.log" < "$replay_fifo" & - tee_pid=$! - $REPLAY_CMD > "$replay_fifo" 2>&1 & - replay_pid=$! - ( - set +x - while _background_process_is_running "$replay_pid"; do - if [[ -f "$result_dir/benchmark.log" ]] \ - && grep -Eq 'Terminal warmup failure|Run aborted \(warmup_failure\)' \ - "$result_dir/benchmark.log"; then - deadline=$((SECONDS + warmup_shutdown_timeout)) - while _background_process_is_running "$replay_pid" \ - && [[ $SECONDS -lt $deadline ]]; do - sleep 1 - done - if _background_process_is_running "$replay_pid"; then - echo "ERROR: AIPerf did not exit within ${warmup_shutdown_timeout}s after warmup failure" >&2 - stop_background_process_tree "$replay_pid" "AIPerf" 10 - fi - break - elif [[ -f "$result_dir/benchmark.log" ]] \ - && grep -Eq 'Phase profiling \(profiling\) started' \ - "$result_dir/benchmark.log"; then - break - fi - sleep 1 - done - ) & - watchdog_pid=$! - wait "$replay_pid" - replay_rc=$? - wait "$watchdog_pid" || true - wait "$tee_pid" || true - rm -f "$replay_fifo" + $REPLAY_CMD 2>&1 | tee "$result_dir/benchmark.log" + replay_rc=${PIPESTATUS[0]} set +x set -e