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Support Qwen3next and prefix cache. #1115

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1 change: 1 addition & 0 deletions .gitignore
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Expand Up @@ -6,3 +6,4 @@ dist
.idea
.vscode
tmp/
.claude
4 changes: 0 additions & 4 deletions lightllm/__init__.py
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from lightllm.utils.device_utils import is_musa

if is_musa():
import torchada # noqa: F401
0 ...d_dim=128}_NVIDIA_GeForce_RTX_4090_D.json → ...d_dim=128}_NVIDIA_GeForce_RTX_4090_D.json
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2 changes: 1 addition & 1 deletion ...ead_dim=128}_NVIDIA_GeForce_RTX_5090.json → ...ead_dim=128}_NVIDIA_GeForce_RTX_5090.json
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{"4096": {"8": {"BLOCK_N": 64, "num_warps": 4, "num_stages": 4}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 1}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}}}
{"4096": {"8": {"BLOCK_N": 64, "num_warps": 8, "num_stages": 4}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 1}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}}}
1 change: 1 addition & 0 deletions ...block_seq=256,gqa_group_size=16,out_dtype=torch.bfloat16,q_head_dim=128}_NVIDIA_H200.json
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{"4096": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 5}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 10}, "128": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 9}, "256": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 9}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 9}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 10}, "128": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 10}, "256": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 9}}}
0 ...d_dim=128}_NVIDIA_GeForce_RTX_4090_D.json → ...d_dim=128}_NVIDIA_GeForce_RTX_4090_D.json
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2 changes: 1 addition & 1 deletion ...ead_dim=128}_NVIDIA_GeForce_RTX_5090.json → ...ead_dim=128}_NVIDIA_GeForce_RTX_5090.json
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{"4096": {"8": {"BLOCK_N": 64, "num_warps": 8, "num_stages": 2}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 1}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}}}
{"4096": {"8": {"BLOCK_N": 64, "num_warps": 8, "num_stages": 4}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 1}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}}}
1 change: 1 addition & 0 deletions ...{block_seq=256,gqa_group_size=16,out_dtype=torch.float16,q_head_dim=128}_NVIDIA_H200.json
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{"4096": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 5}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 10}, "128": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 9}, "256": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 9}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 9}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 10}, "128": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 10}, "256": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 9}}}
2 changes: 1 addition & 1 deletion ...d_dim=128}_NVIDIA_GeForce_RTX_4090_D.json → ...d_dim=128}_NVIDIA_GeForce_RTX_4090_D.json
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{"4096": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 5}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 3}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 9}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}}}
{"4096": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 5}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 4}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 4}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 2}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 9}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}}}
2 changes: 1 addition & 1 deletion ...ead_dim=128}_NVIDIA_GeForce_RTX_5090.json → ...ead_dim=128}_NVIDIA_GeForce_RTX_5090.json
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{"4096": {"8": {"BLOCK_N": 64, "num_warps": 8, "num_stages": 3}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 7}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 4}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}}}
{"4096": {"8": {"BLOCK_N": 64, "num_warps": 8, "num_stages": 3}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 9}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 1}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}}}
2 changes: 1 addition & 1 deletion ...d_dim=128}_NVIDIA_GeForce_RTX_4090_D.json → ...d_dim=128}_NVIDIA_GeForce_RTX_4090_D.json
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{"4096": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 5}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 3}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 9}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}}}
{"4096": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 5}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 4}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 4}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 2}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 9}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}}}
2 changes: 1 addition & 1 deletion ...ead_dim=128}_NVIDIA_GeForce_RTX_5090.json → ...ead_dim=128}_NVIDIA_GeForce_RTX_5090.json
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{"4096": {"8": {"BLOCK_N": 64, "num_warps": 8, "num_stages": 3}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 7}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 4}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}}}
{"4096": {"8": {"BLOCK_N": 64, "num_warps": 8, "num_stages": 3}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 9}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 1}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}}}
1 change: 1 addition & 0 deletions ...,gqa_group_size=4,out_dtype=torch.bfloat16,q_head_dim=128}_NVIDIA_GeForce_RTX_4090_D.json
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{"4096": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 11}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 2}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}}}
1 change: 1 addition & 0 deletions ...56,gqa_group_size=4,out_dtype=torch.bfloat16,q_head_dim=128}_NVIDIA_GeForce_RTX_5090.json
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{"4096": {"8": {"BLOCK_N": 64, "num_warps": 8, "num_stages": 7}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 4}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 9}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 2}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}}}
2 changes: 1 addition & 1 deletion ...bfloat16,q_head_dim=128}_NVIDIA_H200.json → ...bfloat16,q_head_dim=128}_NVIDIA_H200.json
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{"4096": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 3}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}, "128": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 4}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 4}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 4}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}}}
{"4096": {"8": {"BLOCK_N": 64, "num_warps": 8, "num_stages": 1}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 3}, "128": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 4}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 3}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 4}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}}}
1 change: 1 addition & 0 deletions ...6,gqa_group_size=4,out_dtype=torch.float16,q_head_dim=128}_NVIDIA_GeForce_RTX_4090_D.json
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{"4096": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 11}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 2}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}}}
1 change: 1 addition & 0 deletions ...256,gqa_group_size=4,out_dtype=torch.float16,q_head_dim=128}_NVIDIA_GeForce_RTX_5090.json
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{"4096": {"8": {"BLOCK_N": 64, "num_warps": 8, "num_stages": 7}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 4}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 9}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 2}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}}}
2 changes: 1 addition & 1 deletion ....float16,q_head_dim=128}_NVIDIA_H200.json → ....float16,q_head_dim=128}_NVIDIA_H200.json
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{"4096": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 3}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}, "128": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 4}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 4}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 4}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}}}
{"4096": {"8": {"BLOCK_N": 64, "num_warps": 8, "num_stages": 1}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 3}, "128": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 4}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 3}, "32": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 4}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}}}
2 changes: 1 addition & 1 deletion ...d_dim=128}_NVIDIA_GeForce_RTX_4090_D.json → ...d_dim=128}_NVIDIA_GeForce_RTX_4090_D.json
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{"4096": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 4}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 4}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 4}}}
{"4096": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 1}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 4}}}
1 change: 1 addition & 0 deletions ...56,gqa_group_size=5,out_dtype=torch.bfloat16,q_head_dim=128}_NVIDIA_GeForce_RTX_5090.json
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{"4096": {"8": {"BLOCK_N": 64, "num_warps": 16, "num_stages": 4}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 2}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 4}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}}}
0 ...bfloat16,q_head_dim=128}_NVIDIA_H200.json → ...bfloat16,q_head_dim=128}_NVIDIA_H200.json
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2 changes: 1 addition & 1 deletion ...d_dim=128}_NVIDIA_GeForce_RTX_4090_D.json → ...d_dim=128}_NVIDIA_GeForce_RTX_4090_D.json
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{"4096": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 4}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 4}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 4}}}
{"4096": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 1}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 4}}}
1 change: 1 addition & 0 deletions ...256,gqa_group_size=5,out_dtype=torch.float16,q_head_dim=128}_NVIDIA_GeForce_RTX_5090.json
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{"4096": {"8": {"BLOCK_N": 64, "num_warps": 16, "num_stages": 4}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 2}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 4}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}}}
0 ....float16,q_head_dim=128}_NVIDIA_H200.json → ....float16,q_head_dim=128}_NVIDIA_H200.json
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1 change: 1 addition & 0 deletions ...,gqa_group_size=8,out_dtype=torch.bfloat16,q_head_dim=128}_NVIDIA_GeForce_RTX_4090_D.json
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{"4096": {"8": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 10}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 4}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}}}
2 changes: 1 addition & 1 deletion ...ead_dim=128}_NVIDIA_GeForce_RTX_5090.json → ...ead_dim=128}_NVIDIA_GeForce_RTX_5090.json
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{"4096": {"8": {"BLOCK_N": 64, "num_warps": 8, "num_stages": 1}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 1}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}}}
{"4096": {"8": {"BLOCK_N": 64, "num_warps": 8, "num_stages": 1}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}}}
0 ...bfloat16,q_head_dim=128}_NVIDIA_H200.json → ...bfloat16,q_head_dim=128}_NVIDIA_H200.json
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1 change: 1 addition & 0 deletions ...6,gqa_group_size=8,out_dtype=torch.float16,q_head_dim=128}_NVIDIA_GeForce_RTX_4090_D.json
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{"4096": {"8": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 10}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 4}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}}}
2 changes: 1 addition & 1 deletion ...ead_dim=128}_NVIDIA_GeForce_RTX_5090.json → ...ead_dim=128}_NVIDIA_GeForce_RTX_5090.json
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{"4096": {"8": {"BLOCK_N": 64, "num_warps": 8, "num_stages": 1}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 4, "num_stages": 1}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}}}
{"4096": {"8": {"BLOCK_N": 64, "num_warps": 8, "num_stages": 1}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 2}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}}, "8192": {"8": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 1}, "32": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 3}, "128": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}, "256": {"BLOCK_N": 16, "num_warps": 2, "num_stages": 5}}}
0 ....float16,q_head_dim=128}_NVIDIA_H200.json → ....float16,q_head_dim=128}_NVIDIA_H200.json
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