From 9af53a3c1316ed50507b835864cd00fa9ebc0578 Mon Sep 17 00:00:00 2001 From: Majid Date: Tue, 2 Jun 2026 23:59:01 -0700 Subject: [PATCH] =?UTF-8?q?[Perf]=20Add=20tuned=20selective=5Fstate=5Fupda?= =?UTF-8?q?te=20configs=20for=20H200=20and=20RTX=20PRO=20=E2=80=A6=20(#442?= =?UTF-8?q?51)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: Majid Taheri Andani Co-authored-by: Majid Taheri Andani Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com> --- ..._name=NVIDIA_H200,cache_dtype=float16.json | 87 +++++++++++++++++++ ..._name=NVIDIA_H200,cache_dtype=float32.json | 87 +++++++++++++++++++ ...ll_Server_Edition,cache_dtype=float16.json | 87 +++++++++++++++++++ ...ll_Server_Edition,cache_dtype=float32.json | 87 +++++++++++++++++++ 4 files changed, 348 insertions(+) create mode 100644 vllm/model_executor/layers/mamba/ops/configs/selective_state_update/headdim=64,dstate=128,device_name=NVIDIA_H200,cache_dtype=float16.json create mode 100644 vllm/model_executor/layers/mamba/ops/configs/selective_state_update/headdim=64,dstate=128,device_name=NVIDIA_H200,cache_dtype=float32.json create mode 100644 vllm/model_executor/layers/mamba/ops/configs/selective_state_update/headdim=64,dstate=128,device_name=NVIDIA_RTX_PRO_6000_Blackwell_Server_Edition,cache_dtype=float16.json create mode 100644 vllm/model_executor/layers/mamba/ops/configs/selective_state_update/headdim=64,dstate=128,device_name=NVIDIA_RTX_PRO_6000_Blackwell_Server_Edition,cache_dtype=float32.json diff --git a/vllm/model_executor/layers/mamba/ops/configs/selective_state_update/headdim=64,dstate=128,device_name=NVIDIA_H200,cache_dtype=float16.json b/vllm/model_executor/layers/mamba/ops/configs/selective_state_update/headdim=64,dstate=128,device_name=NVIDIA_H200,cache_dtype=float16.json new file mode 100644 index 00000000000..fdf38cdf042 --- /dev/null +++ b/vllm/model_executor/layers/mamba/ops/configs/selective_state_update/headdim=64,dstate=128,device_name=NVIDIA_H200,cache_dtype=float16.json @@ -0,0 +1,87 @@ +{ + "triton_version": "3.6.0", + "8": { + "BLOCK_SIZE_M": 4, + "num_warps": 2 + }, + "16": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "32": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "64": { + "BLOCK_SIZE_M": 16, + "num_warps": 4 + }, + "128": { + "BLOCK_SIZE_M": 8, + "num_warps": 2 + }, + "256": { + "BLOCK_SIZE_M": 8, + "num_warps": 2 + }, + "512": { + "BLOCK_SIZE_M": 16, + "num_warps": 1 + }, + "1024": { + "BLOCK_SIZE_M": 16, + "num_warps": 1 + }, + "2048": { + "BLOCK_SIZE_M": 8, + "num_warps": 2 + }, + "4096": { + "BLOCK_SIZE_M": 16, + "num_warps": 2 + }, + "8192": { + "BLOCK_SIZE_M": 32, + "num_warps": 2 + }, + "12288": { + "BLOCK_SIZE_M": 32, + "num_warps": 4 + }, + "16384": { + "BLOCK_SIZE_M": 16, + "num_warps": 2 + }, + "24576": { + "BLOCK_SIZE_M": 32, + "num_warps": 4 + }, + "32768": { + "BLOCK_SIZE_M": 32, + "num_warps": 2 + }, + "49152": { + "BLOCK_SIZE_M": 16, + "num_warps": 2 + }, + "65536": { + "BLOCK_SIZE_M": 16, + "num_warps": 2 + }, + "98304": { + "BLOCK_SIZE_M": 16, + "num_warps": 2 + }, + "131072": { + "BLOCK_SIZE_M": 16, + "num_warps": 2 + }, + "196608": { + "BLOCK_SIZE_M": 16, + "num_warps": 2 + }, + "262144": { + "BLOCK_SIZE_M": 16, + "num_warps": 2 + } +} \ No newline at end of file diff --git a/vllm/model_executor/layers/mamba/ops/configs/selective_state_update/headdim=64,dstate=128,device_name=NVIDIA_H200,cache_dtype=float32.json b/vllm/model_executor/layers/mamba/ops/configs/selective_state_update/headdim=64,dstate=128,device_name=NVIDIA_H200,cache_dtype=float32.json new file mode 100644 index 00000000000..82bdff70134 --- /dev/null +++ b/vllm/model_executor/layers/mamba/ops/configs/selective_state_update/headdim=64,dstate=128,device_name=NVIDIA_H200,cache_dtype=float32.json @@ -0,0 +1,87 @@ +{ + "triton_version": "3.6.0", + "8": { + "BLOCK_SIZE_M": 8, + "num_warps": 4 + }, + "16": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "32": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "64": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "128": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "256": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "512": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "1024": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "2048": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "4096": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "8192": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "12288": { + "BLOCK_SIZE_M": 8, + "num_warps": 1 + }, + "16384": { + "BLOCK_SIZE_M": 8, + "num_warps": 1 + }, + "24576": { + "BLOCK_SIZE_M": 8, + "num_warps": 1 + }, + "32768": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "49152": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "65536": { + "BLOCK_SIZE_M": 8, + "num_warps": 2 + }, + "98304": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "131072": { + "BLOCK_SIZE_M": 32, + "num_warps": 4 + }, + "196608": { + "BLOCK_SIZE_M": 16, + "num_warps": 1 + }, + "262144": { + "BLOCK_SIZE_M": 16, + "num_warps": 1 + } +} \ No newline at end of file diff --git a/vllm/model_executor/layers/mamba/ops/configs/selective_state_update/headdim=64,dstate=128,device_name=NVIDIA_RTX_PRO_6000_Blackwell_Server_Edition,cache_dtype=float16.json b/vllm/model_executor/layers/mamba/ops/configs/selective_state_update/headdim=64,dstate=128,device_name=NVIDIA_RTX_PRO_6000_Blackwell_Server_Edition,cache_dtype=float16.json new file mode 100644 index 00000000000..6be92a4bc28 --- /dev/null +++ b/vllm/model_executor/layers/mamba/ops/configs/selective_state_update/headdim=64,dstate=128,device_name=NVIDIA_RTX_PRO_6000_Blackwell_Server_Edition,cache_dtype=float16.json @@ -0,0 +1,87 @@ +{ + "triton_version": "3.6.0", + "8": { + "BLOCK_SIZE_M": 4, + "num_warps": 4 + }, + "16": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "32": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "64": { + "BLOCK_SIZE_M": 8, + "num_warps": 8 + }, + "128": { + "BLOCK_SIZE_M": 16, + "num_warps": 8 + }, + "256": { + "BLOCK_SIZE_M": 16, + "num_warps": 8 + }, + "512": { + "BLOCK_SIZE_M": 16, + "num_warps": 8 + }, + "1024": { + "BLOCK_SIZE_M": 16, + "num_warps": 8 + }, + "2048": { + "BLOCK_SIZE_M": 16, + "num_warps": 8 + }, + "4096": { + "BLOCK_SIZE_M": 16, + "num_warps": 8 + }, + "8192": { + "BLOCK_SIZE_M": 32, + "num_warps": 1 + }, + "12288": { + "BLOCK_SIZE_M": 16, + "num_warps": 1 + }, + "16384": { + "BLOCK_SIZE_M": 32, + "num_warps": 4 + }, + "24576": { + "BLOCK_SIZE_M": 32, + "num_warps": 4 + }, + "32768": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "49152": { + "BLOCK_SIZE_M": 32, + "num_warps": 2 + }, + "65536": { + "BLOCK_SIZE_M": 32, + "num_warps": 1 + }, + "98304": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "131072": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "196608": { + "BLOCK_SIZE_M": 32, + "num_warps": 1 + }, + "262144": { + "BLOCK_SIZE_M": 16, + "num_warps": 1 + } +} \ No newline at end of file diff --git a/vllm/model_executor/layers/mamba/ops/configs/selective_state_update/headdim=64,dstate=128,device_name=NVIDIA_RTX_PRO_6000_Blackwell_Server_Edition,cache_dtype=float32.json b/vllm/model_executor/layers/mamba/ops/configs/selective_state_update/headdim=64,dstate=128,device_name=NVIDIA_RTX_PRO_6000_Blackwell_Server_Edition,cache_dtype=float32.json new file mode 100644 index 00000000000..7b55fab1add --- /dev/null +++ b/vllm/model_executor/layers/mamba/ops/configs/selective_state_update/headdim=64,dstate=128,device_name=NVIDIA_RTX_PRO_6000_Blackwell_Server_Edition,cache_dtype=float32.json @@ -0,0 +1,87 @@ +{ + "triton_version": "3.6.0", + "8": { + "BLOCK_SIZE_M": 8, + "num_warps": 8 + }, + "16": { + "BLOCK_SIZE_M": 8, + "num_warps": 8 + }, + "32": { + "BLOCK_SIZE_M": 8, + "num_warps": 8 + }, + "64": { + "BLOCK_SIZE_M": 8, + "num_warps": 8 + }, + "128": { + "BLOCK_SIZE_M": 8, + "num_warps": 8 + }, + "256": { + "BLOCK_SIZE_M": 8, + "num_warps": 8 + }, + "512": { + "BLOCK_SIZE_M": 8, + "num_warps": 8 + }, + "1024": { + "BLOCK_SIZE_M": 16, + "num_warps": 8 + }, + "2048": { + "BLOCK_SIZE_M": 16, + "num_warps": 8 + }, + "4096": { + "BLOCK_SIZE_M": 16, + "num_warps": 1 + }, + "8192": { + "BLOCK_SIZE_M": 4, + "num_warps": 8 + }, + "12288": { + "BLOCK_SIZE_M": 16, + "num_warps": 1 + }, + "16384": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "24576": { + "BLOCK_SIZE_M": 4, + "num_warps": 1 + }, + "32768": { + "BLOCK_SIZE_M": 4, + "num_warps": 4 + }, + "49152": { + "BLOCK_SIZE_M": 16, + "num_warps": 4 + }, + "65536": { + "BLOCK_SIZE_M": 64, + "num_warps": 8 + }, + "98304": { + "BLOCK_SIZE_M": 16, + "num_warps": 1 + }, + "131072": { + "BLOCK_SIZE_M": 8, + "num_warps": 1 + }, + "196608": { + "BLOCK_SIZE_M": 64, + "num_warps": 8 + }, + "262144": { + "BLOCK_SIZE_M": 64, + "num_warps": 4 + } +} \ No newline at end of file