diff --git a/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p1d-dep8-dep8.yaml b/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p1d-dep8-dep8.yaml new file mode 100644 index 0000000000..c47004151a --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p1d-dep8-dep8.yaml @@ -0,0 +1,154 @@ +name: "disagg-b200-1p1d-dep8-dep8-c512" + + +model: + path: "deepseek-v4-pro" + container: "lmsysorg/sglang:nightly-dev-cu13-20260821-f825d729" + precision: "fp4" + +dynamo: + hash: "86f84b9486905c2bfaa4b756c9fa39f04ecf5ebd" + install: true + +sbatch_directives: + cpus-per-task: "144" + mem: "0" + +resources: + gpu_type: "b200" + gpus_per_node: 8 + prefill_nodes: 1 + prefill_workers: 1 + gpus_per_prefill: 8 + decode_nodes: 1 + decode_workers: 1 + gpus_per_decode: 8 + +health_check: + max_attempts: 240 +frontend: + type: dynamo + enable_multiple_frontends: false + env: + DYN_ROUTER_LOAD_BLOCK_SIZE: "1" + args: + router-mode: "kv" + router-kv-overlap-score-weight: 0 + router-queue-threshold: 64 + router-temperature: 0.5 + no-kv-events: true + +backend: + type: sglang + + prefill_environment: + PYTHONUNBUFFERED: "1" + SGLANG_RADIX_FORCE_MISS: "1" + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: "1" + SGLANG_DEFAULT_THINKING: "1" + SGLANG_DSV4_REASONING_EFFORT: "max" + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: "1" + SGLANG_OPT_FIX_MEGA_MOE_MEMORY: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "8192" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_FP4_ACTS: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_MXF4_KIND: "1" + SGLANG_OPT_USE_ONLINE_COMPRESS: "1" + SGLANG_OPT_FP8_WO_A_GEMM: "1" + SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT: "100000" + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "100000" + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: "1" + DYN_SKIP_SGLANG_LOG_FORMATTING: "1" + SGLANG_LOG_FORWARD_ITERS: "1" + SGLANG_LOG_MS: "1" + SGLANG_REQUEST_STATE_WAIT_TIMEOUT: "60" + + decode_environment: + PYTHONUNBUFFERED: "1" + SGLANG_RADIX_FORCE_MISS: "1" + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: "1" + SGLANG_DEFAULT_THINKING: "1" + SGLANG_DSV4_REASONING_EFFORT: "max" + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: "1" + SGLANG_OPT_FIX_MEGA_MOE_MEMORY: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "1280" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_FP4_ACTS: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_MXF4_KIND: "1" + SGLANG_OPT_USE_ONLINE_COMPRESS: "1" + SGLANG_CLIP_MAX_NEW_TOKENS_ESTIMATION: "8" + SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT: "100000" + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "100000" + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: "1" + DYN_SKIP_SGLANG_LOG_FORMATTING: "1" + SGLANG_LOG_FORWARD_ITERS: "1" + SGLANG_LOG_MS: "1" + SGLANG_REQUEST_STATE_WAIT_TIMEOUT: "60" + + sglang_config: + prefill: + served-model-name: "deepseek-ai/DeepSeek-V4-Pro" + trust-remote-code: true + watchdog-timeout: 86400 + skip-tokenizer-init: true + stream-interval: 60 + + tensor-parallel-size: 8 + data-parallel-size: 8 + expert-parallel-size: 8 + + enable-dp-attention: true + moe-a2a-backend: "megamoe" + moe-dense-tp-size: 1 + + disaggregation-mode: "prefill" + disaggregation-transfer-backend: nixl + + mem-fraction-static: 0.80 + max-running-requests: 1024 + chunked-prefill-size: 65536 + + decode: + served-model-name: "deepseek-ai/DeepSeek-V4-Pro" + trust-remote-code: true + watchdog-timeout: 86400 + skip-tokenizer-init: true + stream-interval: 60 + + load-balance-method: "total_requests" + moe-a2a-backend: "megamoe" + + disaggregation-mode: "decode" + disaggregation-transfer-backend: nixl + disaggregation-decode-polling-interval: 8 + + mem-fraction-static: 0.94 + swa-full-tokens-ratio: 0.056 + context-length: 9216 + tensor-parallel-size: 8 + data-parallel-size: 8 + expert-parallel-size: 8 + enable-dp-attention: true + enable-dp-lm-head: true + max-running-requests: 21504 + cuda-graph-max-bs: 1280 + + +benchmark: + type: "sa-bench" + isl: 8192 + osl: 1024 + concurrencies: "256x512" + req_rate: "inf" + use_chat_template: false + +telemetry: + enabled: true + provider: dcgm-power + default_frequency: 1.0 + storage_subdir: power + required: true + startup_timeout_seconds: 120 + request_timeout_seconds: 2 + collector_join_timeout_seconds: 10 + dcgm_exporter: + container_image: dcgm-exporter + port: 9401 diff --git a/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p1d-dep8-tp8.yaml b/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p1d-dep8-tp8.yaml new file mode 100644 index 0000000000..2a4c75da52 --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p1d-dep8-tp8.yaml @@ -0,0 +1,146 @@ +name: "disagg-b200-1p1d-dep8-tp8-4-c64" + + +model: + path: "deepseek-v4-pro" + container: "lmsysorg/sglang:nightly-dev-cu13-20260821-f825d729" + precision: "fp4" + +dynamo: + hash: "86f84b9486905c2bfaa4b756c9fa39f04ecf5ebd" + install: true + +sbatch_directives: + cpus-per-task: "144" + mem: "0" + +resources: + gpu_type: "b200" + gpus_per_node: 8 + prefill_nodes: 1 + prefill_workers: 1 + gpus_per_prefill: 8 + decode_nodes: 1 + decode_workers: 1 + gpus_per_decode: 8 + +health_check: + max_attempts: 240 + +frontend: + type: dynamo + enable_multiple_frontends: false + env: + DYN_ROUTER_LOAD_BLOCK_SIZE: "1" + args: + router-mode: "kv" + router-kv-overlap-score-weight: 0 + router-queue-threshold: 64 + router-temperature: 0.5 + no-kv-events: true + +backend: + type: sglang + + prefill_environment: + PYTHONUNBUFFERED: "1" + SGLANG_RADIX_FORCE_MISS: "1" + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: "1" + SGLANG_DEFAULT_THINKING: "1" + SGLANG_DSV4_REASONING_EFFORT: "max" + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: "1" + SGLANG_OPT_FIX_MEGA_MOE_MEMORY: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "8192" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_FP4_ACTS: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_MXF4_KIND: "1" + SGLANG_OPT_USE_ONLINE_COMPRESS: "1" + SGLANG_OPT_FP8_WO_A_GEMM: "1" + SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT: "100000" + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "100000" + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: "1" + DYN_SKIP_SGLANG_LOG_FORMATTING: "1" + SGLANG_LOG_FORWARD_ITERS: "1" + SGLANG_LOG_MS: "1" + SGLANG_REQUEST_STATE_WAIT_TIMEOUT: "60" + + decode_environment: + PYTHONUNBUFFERED: "1" + SGLANG_OPT_USE_ONLINE_COMPRESS: "1" + SGLANG_RADIX_FORCE_MISS: "1" + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: "1" + SGLANG_DEFAULT_THINKING: "1" + SGLANG_DSV4_REASONING_EFFORT: "max" + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: "1" + SGLANG_OPT_USE_JIT_NORM: "1" + SGLANG_OPT_USE_JIT_INDEXER_METADATA: "1" + SGLANG_OPT_USE_TOPK_V2: "1" + SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT: "100000" + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "100000" + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: "1" + + sglang_config: + prefill: + served-model-name: "deepseek-ai/DeepSeek-V4-Pro" + trust-remote-code: true + watchdog-timeout: 86400 + skip-tokenizer-init: true + stream-interval: 60 + + tensor-parallel-size: 8 + data-parallel-size: 8 + expert-parallel-size: 8 + + enable-dp-attention: true + moe-a2a-backend: "megamoe" + moe-dense-tp-size: 1 + + disaggregation-mode: "prefill" + disaggregation-transfer-backend: nixl + + mem-fraction-static: 0.80 + max-running-requests: 1024 + chunked-prefill-size: 65536 + + decode: + served-model-name: "deepseek-ai/DeepSeek-V4-Pro" + model-path: "/model/" + trust-remote-code: true + disable-radix-cache: true + + disaggregation-mode: "decode" + disaggregation-transfer-backend: nixl + + tensor-parallel-size: 8 + data-parallel-size: 1 + expert-parallel-size: 1 + + moe-runner-backend: "flashinfer_mxfp4" + disable-flashinfer-autotune: true + + mem-fraction-static: 0.9 + max-running-requests: 1024 + cuda-graph-max-bs: 512 + swa-full-tokens-ratio: 0.1 + context-length: 16384 + + +benchmark: + type: "sa-bench" + isl: 8192 + osl: 1024 + concurrencies: "32x64" + req_rate: "inf" + use_chat_template: false + +telemetry: + enabled: true + provider: dcgm-power + default_frequency: 1.0 + storage_subdir: power + required: true + startup_timeout_seconds: 120 + request_timeout_seconds: 2 + collector_join_timeout_seconds: 10 + dcgm_exporter: + container_image: dcgm-exporter + port: 9401 diff --git a/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p1d-tp8-tp8.yaml b/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p1d-tp8-tp8.yaml new file mode 100644 index 0000000000..457bb7ef47 --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p1d-tp8-tp8.yaml @@ -0,0 +1,123 @@ +name: "disagg-b200-1p1d-tp8-tp8-c1" + + +model: + path: "deepseek-v4-pro" + container: "lmsysorg/sglang:nightly-dev-cu13-20260821-f825d729" + precision: "fp4" + +dynamo: + hash: "86f84b9486905c2bfaa4b756c9fa39f04ecf5ebd" + install: true + +sbatch_directives: + cpus-per-task: "144" + mem: "0" + +resources: + gpu_type: "b200" + gpus_per_node: 8 + prefill_nodes: 1 + prefill_workers: 1 + gpus_per_prefill: 8 + decode_nodes: 1 + decode_workers: 1 + gpus_per_decode: 8 + +health_check: + max_attempts: 240 + +frontend: + type: dynamo + enable_multiple_frontends: true + num_additional_frontends: 8 + +backend: + type: sglang + + prefill_environment: + PYTHONUNBUFFERED: "1" + SGLANG_RADIX_FORCE_MISS: "1" + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: "1" + SGLANG_DEFAULT_THINKING: "1" + SGLANG_DSV4_REASONING_EFFORT: "max" + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: "1" + SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT: "100000" + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "100000" + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: "1" + + decode_environment: + PYTHONUNBUFFERED: "1" + SGLANG_RADIX_FORCE_MISS: "1" + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: "1" + SGLANG_DEFAULT_THINKING: "1" + SGLANG_DSV4_REASONING_EFFORT: "max" + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: "1" + SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT: "100000" + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "100000" + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: "1" + + sglang_config: + prefill: + served-model-name: "deepseek-ai/DeepSeek-V4-Pro" + model-path: "/model/" + trust-remote-code: true + disable-radix-cache: true + + disaggregation-mode: "prefill" + disaggregation-transfer-backend: nixl + + tensor-parallel-size: 8 + data-parallel-size: 1 + expert-parallel-size: 1 + + moe-runner-backend: "flashinfer_mxfp4" + disable-flashinfer-autotune: true + + mem-fraction-static: 0.90 + max-running-requests: 1024 + cuda-graph-max-bs: 512 + chunked-prefill-size: 65536 + + decode: + served-model-name: "deepseek-ai/DeepSeek-V4-Pro" + model-path: "/model/" + trust-remote-code: true + disable-radix-cache: true + + disaggregation-mode: "decode" + disaggregation-transfer-backend: nixl + + tensor-parallel-size: 8 + data-parallel-size: 1 + expert-parallel-size: 1 + + moe-runner-backend: "flashinfer_mxfp4" + disable-flashinfer-autotune: true + + mem-fraction-static: 0.9 + max-running-requests: 1024 + cuda-graph-max-bs: 512 + swa-full-tokens-ratio: 0.1 + context-length: 16384 + +benchmark: + type: "sa-bench" + isl: 8192 + osl: 1024 + concurrencies: "1" + req_rate: "inf" + use_chat_template: false + +telemetry: + enabled: true + provider: dcgm-power + default_frequency: 1.0 + storage_subdir: power + required: true + startup_timeout_seconds: 120 + request_timeout_seconds: 2 + collector_join_timeout_seconds: 10 + dcgm_exporter: + container_image: dcgm-exporter + port: 9401 diff --git a/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p2d-dep8-dep8.yaml b/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p2d-dep8-dep8.yaml new file mode 100644 index 0000000000..b5143d53e0 --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p2d-dep8-dep8.yaml @@ -0,0 +1,155 @@ +name: "disagg-b200-1p2d-dep8-dep8-c256" + + +model: + path: "deepseek-v4-pro" + container: "lmsysorg/sglang:nightly-dev-cu13-20260821-f825d729" + precision: "fp4" + +dynamo: + hash: "86f84b9486905c2bfaa4b756c9fa39f04ecf5ebd" + install: true + +sbatch_directives: + cpus-per-task: "144" + mem: "0" + +resources: + gpu_type: "b200" + gpus_per_node: 8 + prefill_nodes: 1 + prefill_workers: 1 + gpus_per_prefill: 8 + decode_nodes: 2 + decode_workers: 2 + gpus_per_decode: 8 + +health_check: + max_attempts: 240 + +frontend: + type: dynamo + enable_multiple_frontends: false + env: + DYN_ROUTER_LOAD_BLOCK_SIZE: "1" + args: + router-mode: "kv" + router-kv-overlap-score-weight: 0 + router-queue-threshold: 64 + router-temperature: 0.5 + no-kv-events: true + +backend: + type: sglang + + prefill_environment: + PYTHONUNBUFFERED: "1" + SGLANG_RADIX_FORCE_MISS: "1" + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: "1" + SGLANG_DEFAULT_THINKING: "1" + SGLANG_DSV4_REASONING_EFFORT: "max" + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: "1" + SGLANG_OPT_FIX_MEGA_MOE_MEMORY: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "8192" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_FP4_ACTS: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_MXF4_KIND: "1" + SGLANG_OPT_USE_ONLINE_COMPRESS: "1" + SGLANG_OPT_FP8_WO_A_GEMM: "1" + SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT: "100000" + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "100000" + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: "1" + DYN_SKIP_SGLANG_LOG_FORMATTING: "1" + SGLANG_LOG_FORWARD_ITERS: "1" + SGLANG_LOG_MS: "1" + SGLANG_REQUEST_STATE_WAIT_TIMEOUT: "60" + + decode_environment: + PYTHONUNBUFFERED: "1" + SGLANG_RADIX_FORCE_MISS: "1" + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: "1" + SGLANG_DEFAULT_THINKING: "1" + SGLANG_DSV4_REASONING_EFFORT: "max" + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: "1" + SGLANG_OPT_FIX_MEGA_MOE_MEMORY: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "1280" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_FP4_ACTS: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_MXF4_KIND: "1" + SGLANG_OPT_USE_ONLINE_COMPRESS: "1" + SGLANG_CLIP_MAX_NEW_TOKENS_ESTIMATION: "8" + SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT: "100000" + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "100000" + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: "1" + DYN_SKIP_SGLANG_LOG_FORMATTING: "1" + SGLANG_LOG_FORWARD_ITERS: "1" + SGLANG_LOG_MS: "1" + SGLANG_REQUEST_STATE_WAIT_TIMEOUT: "60" + + sglang_config: + prefill: + served-model-name: "deepseek-ai/DeepSeek-V4-Pro" + trust-remote-code: true + watchdog-timeout: 86400 + skip-tokenizer-init: true + stream-interval: 60 + + tensor-parallel-size: 8 + data-parallel-size: 8 + expert-parallel-size: 8 + + enable-dp-attention: true + moe-a2a-backend: "megamoe" + moe-dense-tp-size: 1 + + disaggregation-mode: "prefill" + disaggregation-transfer-backend: nixl + + mem-fraction-static: 0.80 + max-running-requests: 1024 + chunked-prefill-size: 65536 + + decode: + served-model-name: "deepseek-ai/DeepSeek-V4-Pro" + trust-remote-code: true + watchdog-timeout: 86400 + skip-tokenizer-init: true + stream-interval: 60 + + load-balance-method: "total_requests" + moe-a2a-backend: "megamoe" + + disaggregation-mode: "decode" + disaggregation-transfer-backend: nixl + disaggregation-decode-polling-interval: 8 + + mem-fraction-static: 0.94 + swa-full-tokens-ratio: 0.056 + context-length: 9216 + tensor-parallel-size: 8 + data-parallel-size: 8 + expert-parallel-size: 8 + enable-dp-attention: true + enable-dp-lm-head: true + max-running-requests: 21504 + cuda-graph-max-bs: 1280 + + +benchmark: + type: "sa-bench" + isl: 8192 + osl: 1024 + concurrencies: "256" + req_rate: "inf" + use_chat_template: false + +telemetry: + enabled: true + provider: dcgm-power + default_frequency: 1.0 + storage_subdir: power + required: true + startup_timeout_seconds: 120 + request_timeout_seconds: 2 + collector_join_timeout_seconds: 10 + dcgm_exporter: + container_image: dcgm-exporter + port: 9401 diff --git a/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p4d-dep8-dep8.yaml b/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p4d-dep8-dep8.yaml new file mode 100644 index 0000000000..e550c817a1 --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p4d-dep8-dep8.yaml @@ -0,0 +1,155 @@ +name: "disagg-b200-1p4d-dep8-dep8-c256" + + +model: + path: "deepseek-v4-pro" + container: "lmsysorg/sglang:nightly-dev-cu13-20260821-f825d729" + precision: "fp4" + +dynamo: + hash: "86f84b9486905c2bfaa4b756c9fa39f04ecf5ebd" + install: true + +sbatch_directives: + cpus-per-task: "144" + mem: "0" + +resources: + gpu_type: "b200" + gpus_per_node: 8 + prefill_nodes: 1 + prefill_workers: 1 + gpus_per_prefill: 8 + decode_nodes: 4 + decode_workers: 4 + gpus_per_decode: 8 + +health_check: + max_attempts: 240 + +frontend: + type: dynamo + enable_multiple_frontends: false + env: + DYN_ROUTER_LOAD_BLOCK_SIZE: "1" + args: + router-mode: "kv" + router-kv-overlap-score-weight: 0 + router-queue-threshold: 64 + router-temperature: 0.5 + no-kv-events: true + +backend: + type: sglang + + prefill_environment: + PYTHONUNBUFFERED: "1" + SGLANG_RADIX_FORCE_MISS: "1" + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: "1" + SGLANG_DEFAULT_THINKING: "1" + SGLANG_DSV4_REASONING_EFFORT: "max" + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: "1" + SGLANG_OPT_FIX_MEGA_MOE_MEMORY: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "8192" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_FP4_ACTS: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_MXF4_KIND: "1" + SGLANG_OPT_USE_ONLINE_COMPRESS: "1" + SGLANG_OPT_FP8_WO_A_GEMM: "1" + SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT: "100000" + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "100000" + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: "1" + DYN_SKIP_SGLANG_LOG_FORMATTING: "1" + SGLANG_LOG_FORWARD_ITERS: "1" + SGLANG_LOG_MS: "1" + SGLANG_REQUEST_STATE_WAIT_TIMEOUT: "60" + + decode_environment: + PYTHONUNBUFFERED: "1" + SGLANG_RADIX_FORCE_MISS: "1" + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: "1" + SGLANG_DEFAULT_THINKING: "1" + SGLANG_DSV4_REASONING_EFFORT: "max" + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: "1" + SGLANG_OPT_FIX_MEGA_MOE_MEMORY: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "1280" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_FP4_ACTS: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_MXF4_KIND: "1" + SGLANG_OPT_USE_ONLINE_COMPRESS: "1" + SGLANG_CLIP_MAX_NEW_TOKENS_ESTIMATION: "8" + SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT: "100000" + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "100000" + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: "1" + DYN_SKIP_SGLANG_LOG_FORMATTING: "1" + SGLANG_LOG_FORWARD_ITERS: "1" + SGLANG_LOG_MS: "1" + SGLANG_REQUEST_STATE_WAIT_TIMEOUT: "60" + + sglang_config: + prefill: + served-model-name: "deepseek-ai/DeepSeek-V4-Pro" + trust-remote-code: true + watchdog-timeout: 86400 + skip-tokenizer-init: true + stream-interval: 60 + + tensor-parallel-size: 8 + data-parallel-size: 8 + expert-parallel-size: 8 + + enable-dp-attention: true + moe-a2a-backend: "megamoe" + moe-dense-tp-size: 1 + + disaggregation-mode: "prefill" + disaggregation-transfer-backend: nixl + + mem-fraction-static: 0.80 + max-running-requests: 1024 + chunked-prefill-size: 65536 + + decode: + served-model-name: "deepseek-ai/DeepSeek-V4-Pro" + trust-remote-code: true + watchdog-timeout: 86400 + skip-tokenizer-init: true + stream-interval: 60 + + load-balance-method: "total_requests" + moe-a2a-backend: "megamoe" + + disaggregation-mode: "decode" + disaggregation-transfer-backend: nixl + disaggregation-decode-polling-interval: 8 + + mem-fraction-static: 0.94 + swa-full-tokens-ratio: 0.056 + context-length: 9216 + tensor-parallel-size: 8 + data-parallel-size: 8 + expert-parallel-size: 8 + enable-dp-attention: true + enable-dp-lm-head: true + max-running-requests: 21504 + cuda-graph-max-bs: 1280 + + +benchmark: + type: "sa-bench" + isl: 8192 + osl: 1024 + concurrencies: "256" + req_rate: "inf" + use_chat_template: false + +telemetry: + enabled: true + provider: dcgm-power + default_frequency: 1.0 + storage_subdir: power + required: true + startup_timeout_seconds: 120 + request_timeout_seconds: 2 + collector_join_timeout_seconds: 10 + dcgm_exporter: + container_image: dcgm-exporter + port: 9401 diff --git a/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p4d-dep8-tp8.yaml b/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p4d-dep8-tp8.yaml new file mode 100644 index 0000000000..b5c4fd468a --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p4d-dep8-tp8.yaml @@ -0,0 +1,146 @@ +name: "disagg-b200-1p4d-dep8-tp8-c64" + + +model: + path: "deepseek-v4-pro" + container: "lmsysorg/sglang:nightly-dev-cu13-20260821-f825d729" + precision: "fp4" + +dynamo: + hash: "86f84b9486905c2bfaa4b756c9fa39f04ecf5ebd" + install: true + +sbatch_directives: + cpus-per-task: "144" + mem: "0" + +resources: + gpu_type: "b200" + gpus_per_node: 8 + prefill_nodes: 1 + prefill_workers: 1 + gpus_per_prefill: 8 + decode_nodes: 4 + decode_workers: 4 + gpus_per_decode: 8 + +health_check: + max_attempts: 240 + +frontend: + type: dynamo + enable_multiple_frontends: false + env: + DYN_ROUTER_LOAD_BLOCK_SIZE: "1" + args: + router-mode: "kv" + router-kv-overlap-score-weight: 0 + router-queue-threshold: 64 + router-temperature: 0.5 + no-kv-events: true + +backend: + type: sglang + + prefill_environment: + PYTHONUNBUFFERED: "1" + SGLANG_RADIX_FORCE_MISS: "1" + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: "1" + SGLANG_DEFAULT_THINKING: "1" + SGLANG_DSV4_REASONING_EFFORT: "max" + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: "1" + SGLANG_OPT_FIX_MEGA_MOE_MEMORY: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "8192" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_FP4_ACTS: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_MXF4_KIND: "1" + SGLANG_OPT_USE_ONLINE_COMPRESS: "1" + SGLANG_OPT_FP8_WO_A_GEMM: "1" + SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT: "100000" + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "100000" + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: "1" + DYN_SKIP_SGLANG_LOG_FORMATTING: "1" + SGLANG_LOG_FORWARD_ITERS: "1" + SGLANG_LOG_MS: "1" + SGLANG_REQUEST_STATE_WAIT_TIMEOUT: "60" + + decode_environment: + PYTHONUNBUFFERED: "1" + SGLANG_OPT_USE_ONLINE_COMPRESS: "1" + SGLANG_RADIX_FORCE_MISS: "1" + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: "1" + SGLANG_DEFAULT_THINKING: "1" + SGLANG_DSV4_REASONING_EFFORT: "max" + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: "1" + SGLANG_OPT_USE_JIT_NORM: "1" + SGLANG_OPT_USE_JIT_INDEXER_METADATA: "1" + SGLANG_OPT_USE_TOPK_V2: "1" + SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT: "100000" + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "100000" + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: "1" + + sglang_config: + prefill: + served-model-name: "deepseek-ai/DeepSeek-V4-Pro" + trust-remote-code: true + watchdog-timeout: 86400 + skip-tokenizer-init: true + stream-interval: 60 + + tensor-parallel-size: 8 + data-parallel-size: 8 + expert-parallel-size: 8 + + enable-dp-attention: true + moe-a2a-backend: "megamoe" + moe-dense-tp-size: 1 + + disaggregation-mode: "prefill" + disaggregation-transfer-backend: nixl + + mem-fraction-static: 0.80 + max-running-requests: 1024 + chunked-prefill-size: 65536 + + decode: + served-model-name: "deepseek-ai/DeepSeek-V4-Pro" + model-path: "/model/" + trust-remote-code: true + disable-radix-cache: true + + disaggregation-mode: "decode" + disaggregation-transfer-backend: nixl + + tensor-parallel-size: 8 + data-parallel-size: 1 + expert-parallel-size: 1 + + moe-runner-backend: "flashinfer_mxfp4" + disable-flashinfer-autotune: true + + mem-fraction-static: 0.9 + max-running-requests: 1024 + cuda-graph-max-bs: 512 + swa-full-tokens-ratio: 0.1 + context-length: 16384 + + +benchmark: + type: "sa-bench" + isl: 8192 + osl: 1024 + concurrencies: "64" + req_rate: "inf" + use_chat_template: false + +telemetry: + enabled: true + provider: dcgm-power + default_frequency: 1.0 + storage_subdir: power + required: true + startup_timeout_seconds: 120 + request_timeout_seconds: 2 + collector_join_timeout_seconds: 10 + dcgm_exporter: + container_image: dcgm-exporter + port: 9401 diff --git a/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-3p2d-dep8-dep8.yaml b/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-3p2d-dep8-dep8.yaml new file mode 100644 index 0000000000..773d2f2b44 --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-3p2d-dep8-dep8.yaml @@ -0,0 +1,155 @@ +name: "disagg-b200-3p2d-dep8-dep8-c2048" + + +model: + path: "deepseek-v4-pro" + container: "lmsysorg/sglang:nightly-dev-cu13-20260821-f825d729" + precision: "fp4" + +dynamo: + hash: "86f84b9486905c2bfaa4b756c9fa39f04ecf5ebd" + install: true + +sbatch_directives: + cpus-per-task: "144" + mem: "0" + +resources: + gpu_type: "b200" + gpus_per_node: 8 + prefill_nodes: 3 + prefill_workers: 3 + gpus_per_prefill: 8 + decode_nodes: 2 + decode_workers: 2 + gpus_per_decode: 8 + +health_check: + max_attempts: 240 + +frontend: + type: dynamo + enable_multiple_frontends: false + env: + DYN_ROUTER_LOAD_BLOCK_SIZE: "1" + args: + router-mode: "kv" + router-kv-overlap-score-weight: 0 + router-queue-threshold: 64 + router-temperature: 0.5 + no-kv-events: true + +backend: + type: sglang + + prefill_environment: + PYTHONUNBUFFERED: "1" + SGLANG_RADIX_FORCE_MISS: "1" + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: "1" + SGLANG_DEFAULT_THINKING: "1" + SGLANG_DSV4_REASONING_EFFORT: "max" + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: "1" + SGLANG_OPT_FIX_MEGA_MOE_MEMORY: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "8192" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_FP4_ACTS: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_MXF4_KIND: "1" + SGLANG_OPT_USE_ONLINE_COMPRESS: "1" + SGLANG_OPT_FP8_WO_A_GEMM: "1" + SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT: "100000" + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "100000" + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: "1" + DYN_SKIP_SGLANG_LOG_FORMATTING: "1" + SGLANG_LOG_FORWARD_ITERS: "1" + SGLANG_LOG_MS: "1" + SGLANG_REQUEST_STATE_WAIT_TIMEOUT: "60" + + decode_environment: + PYTHONUNBUFFERED: "1" + SGLANG_RADIX_FORCE_MISS: "1" + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: "1" + SGLANG_DEFAULT_THINKING: "1" + SGLANG_DSV4_REASONING_EFFORT: "max" + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: "1" + SGLANG_OPT_FIX_MEGA_MOE_MEMORY: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "1280" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_FP4_ACTS: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_MXF4_KIND: "1" + SGLANG_OPT_USE_ONLINE_COMPRESS: "1" + SGLANG_CLIP_MAX_NEW_TOKENS_ESTIMATION: "8" + SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT: "100000" + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "100000" + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: "1" + DYN_SKIP_SGLANG_LOG_FORMATTING: "1" + SGLANG_LOG_FORWARD_ITERS: "1" + SGLANG_LOG_MS: "1" + SGLANG_REQUEST_STATE_WAIT_TIMEOUT: "60" + + sglang_config: + prefill: + served-model-name: "deepseek-ai/DeepSeek-V4-Pro" + trust-remote-code: true + watchdog-timeout: 86400 + skip-tokenizer-init: true + stream-interval: 60 + + tensor-parallel-size: 8 + data-parallel-size: 8 + expert-parallel-size: 8 + + enable-dp-attention: true + moe-a2a-backend: "megamoe" + moe-dense-tp-size: 1 + + disaggregation-mode: "prefill" + disaggregation-transfer-backend: nixl + + mem-fraction-static: 0.80 + max-running-requests: 1024 + chunked-prefill-size: 65536 + + decode: + served-model-name: "deepseek-ai/DeepSeek-V4-Pro" + trust-remote-code: true + watchdog-timeout: 86400 + skip-tokenizer-init: true + stream-interval: 60 + + load-balance-method: "total_requests" + moe-a2a-backend: "megamoe" + + disaggregation-mode: "decode" + disaggregation-transfer-backend: nixl + disaggregation-decode-polling-interval: 8 + + mem-fraction-static: 0.94 + swa-full-tokens-ratio: 0.056 + context-length: 9216 + tensor-parallel-size: 8 + data-parallel-size: 8 + expert-parallel-size: 8 + enable-dp-attention: true + enable-dp-lm-head: true + max-running-requests: 21504 + cuda-graph-max-bs: 1280 + + +benchmark: + type: "sa-bench" + isl: 8192 + osl: 1024 + concurrencies: "2048" + req_rate: "inf" + use_chat_template: false + +telemetry: + enabled: true + provider: dcgm-power + default_frequency: 1.0 + storage_subdir: power + required: true + startup_timeout_seconds: 120 + request_timeout_seconds: 2 + collector_join_timeout_seconds: 10 + dcgm_exporter: + container_image: dcgm-exporter + port: 9401 diff --git a/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-4p2d-dep8-dep8.yaml b/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-4p2d-dep8-dep8.yaml new file mode 100644 index 0000000000..d30449d293 --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-4p2d-dep8-dep8.yaml @@ -0,0 +1,155 @@ +name: "disagg-b200-4p2d-dep8-dep8-c4096" + + +model: + path: "deepseek-v4-pro" + container: "lmsysorg/sglang:nightly-dev-cu13-20260821-f825d729" + precision: "fp4" + +dynamo: + hash: "86f84b9486905c2bfaa4b756c9fa39f04ecf5ebd" + install: true + +sbatch_directives: + cpus-per-task: "144" + mem: "0" + +resources: + gpu_type: "b200" + gpus_per_node: 8 + prefill_nodes: 4 + prefill_workers: 4 + gpus_per_prefill: 8 + decode_nodes: 2 + decode_workers: 2 + gpus_per_decode: 8 + +health_check: + max_attempts: 240 + +frontend: + type: dynamo + enable_multiple_frontends: false + env: + DYN_ROUTER_LOAD_BLOCK_SIZE: "1" + args: + router-mode: "kv" + router-kv-overlap-score-weight: 0 + router-queue-threshold: 64 + router-temperature: 0.5 + no-kv-events: true + +backend: + type: sglang + + prefill_environment: + PYTHONUNBUFFERED: "1" + SGLANG_RADIX_FORCE_MISS: "1" + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: "1" + SGLANG_DEFAULT_THINKING: "1" + SGLANG_DSV4_REASONING_EFFORT: "max" + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: "1" + SGLANG_OPT_FIX_MEGA_MOE_MEMORY: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "8192" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_FP4_ACTS: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_MXF4_KIND: "1" + SGLANG_OPT_USE_ONLINE_COMPRESS: "1" + SGLANG_OPT_FP8_WO_A_GEMM: "1" + SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT: "100000" + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "100000" + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: "1" + DYN_SKIP_SGLANG_LOG_FORMATTING: "1" + SGLANG_LOG_FORWARD_ITERS: "1" + SGLANG_LOG_MS: "1" + SGLANG_REQUEST_STATE_WAIT_TIMEOUT: "60" + + decode_environment: + PYTHONUNBUFFERED: "1" + SGLANG_RADIX_FORCE_MISS: "1" + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: "1" + SGLANG_DEFAULT_THINKING: "1" + SGLANG_DSV4_REASONING_EFFORT: "max" + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: "1" + SGLANG_OPT_FIX_MEGA_MOE_MEMORY: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "1280" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_FP4_ACTS: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_MXF4_KIND: "1" + SGLANG_OPT_USE_ONLINE_COMPRESS: "1" + SGLANG_CLIP_MAX_NEW_TOKENS_ESTIMATION: "8" + SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT: "100000" + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "100000" + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: "1" + DYN_SKIP_SGLANG_LOG_FORMATTING: "1" + SGLANG_LOG_FORWARD_ITERS: "1" + SGLANG_LOG_MS: "1" + SGLANG_REQUEST_STATE_WAIT_TIMEOUT: "60" + + sglang_config: + prefill: + served-model-name: "deepseek-ai/DeepSeek-V4-Pro" + trust-remote-code: true + watchdog-timeout: 86400 + skip-tokenizer-init: true + stream-interval: 60 + + tensor-parallel-size: 8 + data-parallel-size: 8 + expert-parallel-size: 8 + + enable-dp-attention: true + moe-a2a-backend: "megamoe" + moe-dense-tp-size: 1 + + disaggregation-mode: "prefill" + disaggregation-transfer-backend: nixl + + mem-fraction-static: 0.80 + max-running-requests: 1024 + chunked-prefill-size: 65536 + + decode: + served-model-name: "deepseek-ai/DeepSeek-V4-Pro" + trust-remote-code: true + watchdog-timeout: 86400 + skip-tokenizer-init: true + stream-interval: 60 + + load-balance-method: "total_requests" + moe-a2a-backend: "megamoe" + + disaggregation-mode: "decode" + disaggregation-transfer-backend: nixl + disaggregation-decode-polling-interval: 8 + + mem-fraction-static: 0.94 + swa-full-tokens-ratio: 0.056 + context-length: 9216 + tensor-parallel-size: 8 + data-parallel-size: 8 + expert-parallel-size: 8 + enable-dp-attention: true + enable-dp-lm-head: true + max-running-requests: 21504 + cuda-graph-max-bs: 1280 + + +benchmark: + type: "sa-bench" + isl: 8192 + osl: 1024 + concurrencies: "4096" + req_rate: "inf" + use_chat_template: false + +telemetry: + enabled: true + provider: dcgm-power + default_frequency: 1.0 + storage_subdir: power + required: true + startup_timeout_seconds: 120 + request_timeout_seconds: 2 + collector_join_timeout_seconds: 10 + dcgm_exporter: + container_image: dcgm-exporter + port: 9401 diff --git a/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-5p2d-dep8-dep8.yaml b/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-5p2d-dep8-dep8.yaml new file mode 100644 index 0000000000..f15029ed9e --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-5p2d-dep8-dep8.yaml @@ -0,0 +1,155 @@ +name: "disagg-b200-5p2d-dep8-dep8-c6144" + + +model: + path: "deepseek-v4-pro" + container: "lmsysorg/sglang:nightly-dev-cu13-20260821-f825d729" + precision: "fp4" + +dynamo: + hash: "86f84b9486905c2bfaa4b756c9fa39f04ecf5ebd" + install: true + +sbatch_directives: + cpus-per-task: "144" + mem: "0" + +resources: + gpu_type: "b200" + gpus_per_node: 8 + prefill_nodes: 5 + prefill_workers: 5 + gpus_per_prefill: 8 + decode_nodes: 2 + decode_workers: 2 + gpus_per_decode: 8 + +health_check: + max_attempts: 240 + +frontend: + type: dynamo + enable_multiple_frontends: false + env: + DYN_ROUTER_LOAD_BLOCK_SIZE: "1" + args: + router-mode: "kv" + router-kv-overlap-score-weight: 0 + router-queue-threshold: 64 + router-temperature: 0.5 + no-kv-events: true + +backend: + type: sglang + + prefill_environment: + PYTHONUNBUFFERED: "1" + SGLANG_RADIX_FORCE_MISS: "1" + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: "1" + SGLANG_DEFAULT_THINKING: "1" + SGLANG_DSV4_REASONING_EFFORT: "max" + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: "1" + SGLANG_OPT_FIX_MEGA_MOE_MEMORY: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "8192" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_FP4_ACTS: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_MXF4_KIND: "1" + SGLANG_OPT_USE_ONLINE_COMPRESS: "1" + SGLANG_OPT_FP8_WO_A_GEMM: "1" + SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT: "100000" + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "100000" + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: "1" + DYN_SKIP_SGLANG_LOG_FORMATTING: "1" + SGLANG_LOG_FORWARD_ITERS: "1" + SGLANG_LOG_MS: "1" + SGLANG_REQUEST_STATE_WAIT_TIMEOUT: "60" + + decode_environment: + PYTHONUNBUFFERED: "1" + SGLANG_RADIX_FORCE_MISS: "1" + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: "1" + SGLANG_DEFAULT_THINKING: "1" + SGLANG_DSV4_REASONING_EFFORT: "max" + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: "1" + SGLANG_OPT_FIX_MEGA_MOE_MEMORY: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "1280" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_FP4_ACTS: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_MXF4_KIND: "1" + SGLANG_OPT_USE_ONLINE_COMPRESS: "1" + SGLANG_CLIP_MAX_NEW_TOKENS_ESTIMATION: "8" + SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT: "100000" + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "100000" + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: "1" + DYN_SKIP_SGLANG_LOG_FORMATTING: "1" + SGLANG_LOG_FORWARD_ITERS: "1" + SGLANG_LOG_MS: "1" + SGLANG_REQUEST_STATE_WAIT_TIMEOUT: "60" + + sglang_config: + prefill: + served-model-name: "deepseek-ai/DeepSeek-V4-Pro" + trust-remote-code: true + watchdog-timeout: 86400 + skip-tokenizer-init: true + stream-interval: 60 + + tensor-parallel-size: 8 + data-parallel-size: 8 + expert-parallel-size: 8 + + enable-dp-attention: true + moe-a2a-backend: "megamoe" + moe-dense-tp-size: 1 + + disaggregation-mode: "prefill" + disaggregation-transfer-backend: nixl + + mem-fraction-static: 0.80 + max-running-requests: 1024 + chunked-prefill-size: 65536 + + decode: + served-model-name: "deepseek-ai/DeepSeek-V4-Pro" + trust-remote-code: true + watchdog-timeout: 86400 + skip-tokenizer-init: true + stream-interval: 60 + + load-balance-method: "total_requests" + moe-a2a-backend: "megamoe" + + disaggregation-mode: "decode" + disaggregation-transfer-backend: nixl + disaggregation-decode-polling-interval: 8 + + mem-fraction-static: 0.94 + swa-full-tokens-ratio: 0.056 + context-length: 9216 + tensor-parallel-size: 8 + data-parallel-size: 8 + expert-parallel-size: 8 + enable-dp-attention: true + enable-dp-lm-head: true + max-running-requests: 21504 + cuda-graph-max-bs: 1280 + + +benchmark: + type: "sa-bench" + isl: 8192 + osl: 1024 + concurrencies: "6144" + req_rate: "inf" + use_chat_template: false + +telemetry: + enabled: true + provider: dcgm-power + default_frequency: 1.0 + storage_subdir: power + required: true + startup_timeout_seconds: 120 + request_timeout_seconds: 2 + collector_join_timeout_seconds: 10 + dcgm_exporter: + container_image: dcgm-exporter + port: 9401 diff --git a/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-6p2d-dep8-dep8.yaml b/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-6p2d-dep8-dep8.yaml new file mode 100644 index 0000000000..bd85ebe9fb --- /dev/null +++ b/benchmarks/multi_node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-b200-6p2d-dep8-dep8.yaml @@ -0,0 +1,155 @@ +name: "disagg-b200-6p2d-dep8-dep8-c8192" + + +model: + path: "deepseek-v4-pro" + container: "lmsysorg/sglang:nightly-dev-cu13-20260821-f825d729" + precision: "fp4" + +dynamo: + hash: "86f84b9486905c2bfaa4b756c9fa39f04ecf5ebd" + install: true + +sbatch_directives: + cpus-per-task: "144" + mem: "0" + +resources: + gpu_type: "b200" + gpus_per_node: 8 + prefill_nodes: 6 + prefill_workers: 6 + gpus_per_prefill: 8 + decode_nodes: 2 + decode_workers: 2 + gpus_per_decode: 8 + +health_check: + max_attempts: 240 + +frontend: + type: dynamo + enable_multiple_frontends: false + env: + DYN_ROUTER_LOAD_BLOCK_SIZE: "1" + args: + router-mode: "kv" + router-kv-overlap-score-weight: 0 + router-queue-threshold: 64 + router-temperature: 0.5 + no-kv-events: true + +backend: + type: sglang + + prefill_environment: + PYTHONUNBUFFERED: "1" + SGLANG_RADIX_FORCE_MISS: "1" + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: "1" + SGLANG_DEFAULT_THINKING: "1" + SGLANG_DSV4_REASONING_EFFORT: "max" + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: "1" + SGLANG_OPT_FIX_MEGA_MOE_MEMORY: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "8192" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_FP4_ACTS: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_MXF4_KIND: "1" + SGLANG_OPT_USE_ONLINE_COMPRESS: "1" + SGLANG_OPT_FP8_WO_A_GEMM: "1" + SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT: "100000" + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "100000" + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: "1" + DYN_SKIP_SGLANG_LOG_FORMATTING: "1" + SGLANG_LOG_FORWARD_ITERS: "1" + SGLANG_LOG_MS: "1" + SGLANG_REQUEST_STATE_WAIT_TIMEOUT: "60" + + decode_environment: + PYTHONUNBUFFERED: "1" + SGLANG_RADIX_FORCE_MISS: "1" + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: "1" + SGLANG_DEFAULT_THINKING: "1" + SGLANG_DSV4_REASONING_EFFORT: "max" + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: "1" + SGLANG_OPT_FIX_MEGA_MOE_MEMORY: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "1280" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_FP4_ACTS: "1" + SGLANG_OPT_DEEPGEMM_MEGA_MOE_USE_MXF4_KIND: "1" + SGLANG_OPT_USE_ONLINE_COMPRESS: "1" + SGLANG_CLIP_MAX_NEW_TOKENS_ESTIMATION: "8" + SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT: "100000" + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "100000" + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: "1" + DYN_SKIP_SGLANG_LOG_FORMATTING: "1" + SGLANG_LOG_FORWARD_ITERS: "1" + SGLANG_LOG_MS: "1" + SGLANG_REQUEST_STATE_WAIT_TIMEOUT: "60" + + sglang_config: + prefill: + served-model-name: "deepseek-ai/DeepSeek-V4-Pro" + trust-remote-code: true + watchdog-timeout: 86400 + skip-tokenizer-init: true + stream-interval: 60 + + tensor-parallel-size: 8 + data-parallel-size: 8 + expert-parallel-size: 8 + + enable-dp-attention: true + moe-a2a-backend: "megamoe" + moe-dense-tp-size: 1 + + disaggregation-mode: "prefill" + disaggregation-transfer-backend: nixl + + mem-fraction-static: 0.80 + max-running-requests: 1024 + chunked-prefill-size: 65536 + + decode: + served-model-name: "deepseek-ai/DeepSeek-V4-Pro" + trust-remote-code: true + watchdog-timeout: 86400 + skip-tokenizer-init: true + stream-interval: 60 + + load-balance-method: "total_requests" + moe-a2a-backend: "megamoe" + + disaggregation-mode: "decode" + disaggregation-transfer-backend: nixl + disaggregation-decode-polling-interval: 8 + + mem-fraction-static: 0.94 + swa-full-tokens-ratio: 0.056 + context-length: 9216 + tensor-parallel-size: 8 + data-parallel-size: 8 + expert-parallel-size: 8 + enable-dp-attention: true + enable-dp-lm-head: true + max-running-requests: 21504 + cuda-graph-max-bs: 1280 + + +benchmark: + type: "sa-bench" + isl: 8192 + osl: 1024 + concurrencies: "8192" + req_rate: "inf" + use_chat_template: false + +telemetry: + enabled: true + provider: dcgm-power + default_frequency: 1.0 + storage_subdir: power + required: true + startup_timeout_seconds: 120 + request_timeout_seconds: 2 + collector_join_timeout_seconds: 10 + dcgm_exporter: + container_image: dcgm-exporter + port: 9401 diff --git a/configs/nvidia-master.yaml b/configs/nvidia-master.yaml index 23a698a85c..ca9b716195 100644 --- a/configs/nvidia-master.yaml +++ b/configs/nvidia-master.yaml @@ -4679,6 +4679,164 @@ dsv4-fp4-gb200-dynamo-vllm-mtp2-nosynthetic: ep: 8 dp-attn: true +# DSV4 B200 disaggregated Dynamo SGLang STP configuration. +dsv4-fp4-b200-dynamo-sglang: + image: lmsysorg/sglang:nightly-dev-cu13-20260821-f825d729 + model: deepseek-ai/DeepSeek-V4-Pro + model-prefix: dsv4 + runner: cluster:b200-nscale + precision: fp4 + framework: dynamo-sglang + router: { name: dynamo-router, version: "86f84b9486905c2bfaa4b756c9fa39f04ecf5ebd" } + kv-p2p-transfer: nixl + multinode: true + disagg: true + scenarios: + fixed-seq-len: + - isl: 8192 + osl: 1024 + search-space: + # 1p1d-tp8-tp8 (pure TP). 2 nodes (1+1). + - conc-list: [1] + prefill: + num-worker: 1 + tp: 8 + ep: 1 + dp-attn: false + additional-settings: + - "CONFIG_FILE=recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p1d-tp8-tp8.yaml" + decode: + num-worker: 1 + tp: 8 + ep: 1 + dp-attn: false + # 1p1d-dep8-tp8: DEP8 prefill + TP8 decode. 2 nodes (1+1). + - conc-list: [32, 64] + prefill: + num-worker: 1 + tp: 8 + ep: 8 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p1d-dep8-tp8.yaml" + decode: + num-worker: 1 + tp: 8 + ep: 1 + dp-attn: false + # 1p1d-dep8-dep8: DEP8 prefill + DEP8 decode. 2 nodes (1+1). + - conc-list: [256, 512] + prefill: + num-worker: 1 + tp: 8 + ep: 8 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p1d-dep8-dep8.yaml" + decode: + num-worker: 1 + tp: 8 + ep: 8 + dp-attn: true + # 1p4d-dep8-tp8: DEP8 prefill + 4x TP8 decode. 5 nodes (1+4). + - conc-list: [64] + prefill: + num-worker: 1 + tp: 8 + ep: 8 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p4d-dep8-tp8.yaml" + decode: + num-worker: 4 + tp: 8 + ep: 1 + dp-attn: false + # 1p2d-dep8-dep8: DEP8 prefill + 2x DEP8 decode. 3 nodes (1+2). + - conc-list: [256] + prefill: + num-worker: 1 + tp: 8 + ep: 8 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p2d-dep8-dep8.yaml" + decode: + num-worker: 2 + tp: 8 + ep: 8 + dp-attn: true + # 1p4d-dep8-dep8: DEP8 prefill + 4x DEP8 decode. 5 nodes (1+4). + - conc-list: [256] + prefill: + num-worker: 1 + tp: 8 + ep: 8 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipes/sglang/deepseek-v4/8k1k/disagg-b200-1p4d-dep8-dep8.yaml" + decode: + num-worker: 4 + tp: 8 + ep: 8 + dp-attn: true + # 3p2d-dep8-dep8: 3x DEP8 prefill + 2x DEP8 decode. 5 nodes (3+2). + - conc-list: [2048] + prefill: + num-worker: 3 + tp: 8 + ep: 8 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipes/sglang/deepseek-v4/8k1k/disagg-b200-3p2d-dep8-dep8.yaml" + decode: + num-worker: 2 + tp: 8 + ep: 8 + dp-attn: true + # 4p2d-dep8-dep8: 4x DEP8 prefill + 2x DEP8 decode. 6 nodes (4+2). + - conc-list: [4096] + prefill: + num-worker: 4 + tp: 8 + ep: 8 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipes/sglang/deepseek-v4/8k1k/disagg-b200-4p2d-dep8-dep8.yaml" + decode: + num-worker: 2 + tp: 8 + ep: 8 + dp-attn: true + # 5p2d-dep8-dep8: 5x DEP8 prefill + 2x DEP8 decode. 7 nodes (5+2). + - conc-list: [6144] + prefill: + num-worker: 5 + tp: 8 + ep: 8 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipes/sglang/deepseek-v4/8k1k/disagg-b200-5p2d-dep8-dep8.yaml" + decode: + num-worker: 2 + tp: 8 + ep: 8 + dp-attn: true + # 6p2d-dep8-dep8: 6x DEP8 prefill + 2x DEP8 decode. 8 nodes (6+2). + - conc-list: [8192] + prefill: + num-worker: 6 + tp: 8 + ep: 8 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipes/sglang/deepseek-v4/8k1k/disagg-b200-6p2d-dep8-dep8.yaml" + decode: + num-worker: 2 + tp: 8 + ep: 8 + dp-attn: true + dsv4-fp4-gb200-dynamo-sglang: image: lmsysorg/sglang:nightly-dev-cu13-20260528-0abe6a85 model: deepseek-ai/DeepSeek-V4-Pro diff --git a/perf-changelog.yaml b/perf-changelog.yaml index 186ad64f65..6f59d20be3 100644 --- a/perf-changelog.yaml +++ b/perf-changelog.yaml @@ -6750,3 +6750,26 @@ - "Update SGLang from lmsysorg/sglang-staging:dev-cu13-pr-35880 to lmsysorg/sglang:nightly-dev-cu13-20260827-20621aa1." - "Remove DEP8 HiCache concurrency 64 and 128: 128 ran out of GPU memory at mem-fraction-static=0.93; 64 was unmeasured and used the same memory budget." pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/2759 + +- config-keys: + - dsv4-fp4-b200-dynamo-sglang + description: + - "Add a DeepSeek-V4-Pro FP4 Dynamo-SGLang STP configuration for B200 with ten 8k/1k disaggregated topologies." + - "Use Mooncake for KV transfer with raw synthetic benchmark inputs." + - "Image: lmsysorg/sglang:nightly-dev-cu13-20260708-b3632494" + pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/2560 + +- config-keys: + - dsv4-fp4-b200-dynamo-sglang + description: + - "Switch the DeepSeek-V4-Pro FP4 B200 Dynamo-SGLang STP recipes to NIXL KV transfer." + - "Refresh the SGLang image and Dynamo source revision, and align runtime environment flags with the updated image." + - "Use raw synthetic benchmark inputs across the ten disaggregated 8k/1k STP recipes." + - "Image: lmsysorg/sglang:nightly-dev-cu13-20260821-f825d729" + pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/2560 + +- config-keys: + - dsv4-fp4-b200-dynamo-sglang + description: + - "Enable the required DCGM power telemetry contract across all ten B200 disaggregated STP recipes." + pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/2560 diff --git a/runners/launch_b200-nscale-slurm.sh b/runners/launch_b200-nscale-slurm.sh index e3dd684a57..b5e0ef627c 100755 --- a/runners/launch_b200-nscale-slurm.sh +++ b/runners/launch_b200-nscale-slurm.sh @@ -5,7 +5,8 @@ # Self-contained because Nscale has its own Slurm and storage layout. # # Scope: multi-node Dynamo-vLLM DeepSeek-V4-Pro and Kimi K2.6 FP4 runs, plus -# DeepSeek-V4-Pro FP4 Dynamo-SGLang MTP, on the b200-nscale runner label. +# DeepSeek-V4-Pro FP4 Dynamo-SGLang STP and MTP runs, on the +# b200-nscale runner label. # Anything else exits non-zero. SLURM_PARTITION="batch_1" @@ -55,7 +56,8 @@ else fi if [[ $FRAMEWORK != "dynamo-vllm" ]] && - [[ $MODEL_PREFIX != "dsv4" || $PRECISION != "fp4" || $FRAMEWORK != "dynamo-sglang" || $SPEC_DECODING != "mtp" ]] && + [[ $MODEL_PREFIX != "dsv4" || $PRECISION != "fp4" || $FRAMEWORK != "dynamo-sglang" || + ( $SPEC_DECODING != "none" && $SPEC_DECODING != "mtp" ) ]] && [[ $MODEL_PREFIX != "glm5.1" || $PRECISION != "fp8" || $FRAMEWORK != "tilert" || $SPEC_DECODING != "mtp" ]]; then run_compat_launcher fi diff --git a/utils/test_b200_b300_power_official_contract.py b/utils/test_b200_b300_power_official_contract.py index 7e81a6624e..2dc20a83aa 100644 --- a/utils/test_b200_b300_power_official_contract.py +++ b/utils/test_b200_b300_power_official_contract.py @@ -67,14 +67,14 @@ def _power_recipes(): POWER_RECIPES = _power_recipes() -def test_exactly_37_supported_recipes_are_selected_from_the_master_config(): - assert len(POWER_RECIPES) == 37 +def test_exactly_47_supported_recipes_are_selected_from_the_master_config(): + assert len(POWER_RECIPES) == 47 assert Counter(item["runner"] for item in POWER_RECIPES.values()) == { - "cluster:b200-nscale": 21, + "cluster:b200-nscale": 31, "b300": 16, } assert Counter(item["framework"] for item in POWER_RECIPES.values()) == { - "dynamo-sglang": 18, + "dynamo-sglang": 28, "dynamo-vllm": 19, } assert all(