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Merged
hiworldwzj merged 2 commits into from
Dec 3, 2025
Merged

235B H20 configs #1132

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0b8229e
235B H20 configs
shihaobai Dec 3, 2025
adada2b
235b fp8 h20 config
shihaobai Dec 3, 2025
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110 changes: 110 additions & 0 deletions ...outed_weight=true,out_dtype=torch.bfloat16,topk_num=1,use_fp8_w8a8=false}_NVIDIA_H20.json
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Original file line number Diff line number Diff line change
@@ -0,0 +1,110 @@
{
"1024": {
"BLOCK_SIZE_K": 32,
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 128,
"GROUP_SIZE_M": 1,
"NEED_TRANS": false,
"num_stages": 4,
"num_warps": 4
},
"128": {
"BLOCK_SIZE_K": 32,
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 128,
"GROUP_SIZE_M": 1,
"NEED_TRANS": false,
"num_stages": 4,
"num_warps": 4
},
"16384": {
"BLOCK_SIZE_K": 32,
"BLOCK_SIZE_M": 64,
"BLOCK_SIZE_N": 128,
"GROUP_SIZE_M": 16,
"NEED_TRANS": false,
"num_stages": 3,
"num_warps": 4
},
"2048": {
"BLOCK_SIZE_K": 32,
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 128,
"GROUP_SIZE_M": 1,
"NEED_TRANS": false,
"num_stages": 4,
"num_warps": 4
},
"256": {
"BLOCK_SIZE_K": 32,
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 128,
"GROUP_SIZE_M": 1,
"NEED_TRANS": false,
"num_stages": 4,
"num_warps": 4
},
"32768": {
"BLOCK_SIZE_K": 32,
"BLOCK_SIZE_M": 64,
"BLOCK_SIZE_N": 128,
"GROUP_SIZE_M": 16,
"NEED_TRANS": false,
"num_stages": 3,
"num_warps": 4
},
"512": {
"BLOCK_SIZE_K": 32,
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 128,
"GROUP_SIZE_M": 1,
"NEED_TRANS": false,
"num_stages": 4,
"num_warps": 4
},
"64": {
"BLOCK_SIZE_K": 32,
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 128,
"GROUP_SIZE_M": 1,
"NEED_TRANS": false,
"num_stages": 3,
"num_warps": 4
},
"65536": {
"BLOCK_SIZE_K": 32,
"BLOCK_SIZE_M": 64,
"BLOCK_SIZE_N": 128,
"GROUP_SIZE_M": 32,
"NEED_TRANS": false,
"num_stages": 3,
"num_warps": 4
},
"8": {
"BLOCK_SIZE_K": 32,
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 128,
"GROUP_SIZE_M": 1,
"NEED_TRANS": false,
"num_stages": 3,
"num_warps": 4
},
"800": {
"BLOCK_SIZE_K": 32,
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 128,
"GROUP_SIZE_M": 1,
"NEED_TRANS": false,
"num_stages": 4,
"num_warps": 4
},
"8192": {
"BLOCK_SIZE_K": 32,
"BLOCK_SIZE_M": 64,
"BLOCK_SIZE_N": 128,
"GROUP_SIZE_M": 16,
"NEED_TRANS": false,
"num_stages": 3,
"num_warps": 4
}
}
Comment on lines +1 to +110
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medium

The keys in this JSON file are sorted alphabetically, which makes it hard to read as they represent numerical values. For better readability and maintainability, please sort the keys numerically.

{
  "8": {
    "BLOCK_SIZE_K": 32,
    "BLOCK_SIZE_M": 16,
    "BLOCK_SIZE_N": 128,
    "GROUP_SIZE_M": 1,
    "NEED_TRANS": false,
    "num_stages": 3,
    "num_warps": 4
  },
  "64": {
    "BLOCK_SIZE_K": 32,
    "BLOCK_SIZE_M": 16,
    "BLOCK_SIZE_N": 128,
    "GROUP_SIZE_M": 1,
    "NEED_TRANS": false,
    "num_stages": 3,
    "num_warps": 4
  },
  "128": {
    "BLOCK_SIZE_K": 32,
    "BLOCK_SIZE_M": 16,
    "BLOCK_SIZE_N": 128,
    "GROUP_SIZE_M": 1,
    "NEED_TRANS": false,
    "num_stages": 4,
    "num_warps": 4
  },
  "256": {
    "BLOCK_SIZE_K": 32,
    "BLOCK_SIZE_M": 16,
    "BLOCK_SIZE_N": 128,
    "GROUP_SIZE_M": 1,
    "NEED_TRANS": false,
    "num_stages": 4,
    "num_warps": 4
  },
  "512": {
    "BLOCK_SIZE_K": 32,
    "BLOCK_SIZE_M": 16,
    "BLOCK_SIZE_N": 128,
    "GROUP_SIZE_M": 1,
    "NEED_TRANS": false,
    "num_stages": 4,
    "num_warps": 4
  },
  "800": {
    "BLOCK_SIZE_K": 32,
    "BLOCK_SIZE_M": 16,
    "BLOCK_SIZE_N": 128,
    "GROUP_SIZE_M": 1,
    "NEED_TRANS": false,
    "num_stages": 4,
    "num_warps": 4
  },
  "1024": {
    "BLOCK_SIZE_K": 32,
    "BLOCK_SIZE_M": 16,
    "BLOCK_SIZE_N": 128,
    "GROUP_SIZE_M": 1,
    "NEED_TRANS": false,
    "num_stages": 4,
    "num_warps": 4
  },
  "2048": {
    "BLOCK_SIZE_K": 32,
    "BLOCK_SIZE_M": 16,
    "BLOCK_SIZE_N": 128,
    "GROUP_SIZE_M": 1,
    "NEED_TRANS": false,
    "num_stages": 4,
    "num_warps": 4
  },
  "8192": {
    "BLOCK_SIZE_K": 32,
    "BLOCK_SIZE_M": 64,
    "BLOCK_SIZE_N": 128,
    "GROUP_SIZE_M": 16,
    "NEED_TRANS": false,
    "num_stages": 3,
    "num_warps": 4
  },
  "16384": {
    "BLOCK_SIZE_K": 32,
    "BLOCK_SIZE_M": 64,
    "BLOCK_SIZE_N": 128,
    "GROUP_SIZE_M": 16,
    "NEED_TRANS": false,
    "num_stages": 3,
    "num_warps": 4
  },
  "32768": {
    "BLOCK_SIZE_K": 32,
    "BLOCK_SIZE_M": 64,
    "BLOCK_SIZE_N": 128,
    "GROUP_SIZE_M": 16,
    "NEED_TRANS": false,
    "num_stages": 3,
    "num_warps": 4
  },
  "65536": {
    "BLOCK_SIZE_K": 32,
    "BLOCK_SIZE_M": 64,
    "BLOCK_SIZE_N": 128,
    "GROUP_SIZE_M": 32,
    "NEED_TRANS": false,
    "num_stages": 3,
    "num_warps": 4
  }
}

110 changes: 110 additions & 0 deletions ...uted_weight=false,out_dtype=torch.bfloat16,topk_num=8,use_fp8_w8a8=false}_NVIDIA_H20.json
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,110 @@
{
"1": {
"BLOCK_SIZE_K": 128,
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 64,
"GROUP_SIZE_M": 1,
"NEED_TRANS": false,
"num_stages": 4,
"num_warps": 4
},
"100": {
"BLOCK_SIZE_K": 128,
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 64,
"GROUP_SIZE_M": 1,
"NEED_TRANS": false,
"num_stages": 3,
"num_warps": 4
},
"1024": {
"BLOCK_SIZE_K": 64,
"BLOCK_SIZE_M": 64,
"BLOCK_SIZE_N": 64,
"GROUP_SIZE_M": 64,
"NEED_TRANS": false,
"num_stages": 4,
"num_warps": 4
},
"128": {
"BLOCK_SIZE_K": 128,
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 64,
"GROUP_SIZE_M": 1,
"NEED_TRANS": false,
"num_stages": 3,
"num_warps": 4
},
"16": {
"BLOCK_SIZE_K": 128,
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 32,
"GROUP_SIZE_M": 1,
"NEED_TRANS": false,
"num_stages": 3,
"num_warps": 4
},
"2048": {
"BLOCK_SIZE_K": 64,
"BLOCK_SIZE_M": 64,
"BLOCK_SIZE_N": 64,
"GROUP_SIZE_M": 64,
"NEED_TRANS": false,
"num_stages": 4,
"num_warps": 4
},
"256": {
"BLOCK_SIZE_K": 128,
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 64,
"GROUP_SIZE_M": 64,
"NEED_TRANS": false,
"num_stages": 3,
"num_warps": 4
},
"32": {
"BLOCK_SIZE_K": 128,
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 64,
"GROUP_SIZE_M": 1,
"NEED_TRANS": false,
"num_stages": 4,
"num_warps": 4
},
"4096": {
"BLOCK_SIZE_K": 64,
"BLOCK_SIZE_M": 64,
"BLOCK_SIZE_N": 64,
"GROUP_SIZE_M": 64,
"NEED_TRANS": false,
"num_stages": 4,
"num_warps": 4
},
"64": {
"BLOCK_SIZE_K": 128,
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 64,
"GROUP_SIZE_M": 1,
"NEED_TRANS": false,
"num_stages": 3,
"num_warps": 4
},
"8": {
"BLOCK_SIZE_K": 128,
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 64,
"GROUP_SIZE_M": 32,
"NEED_TRANS": false,
"num_stages": 3,
"num_warps": 4
},
"8192": {
"BLOCK_SIZE_K": 64,
"BLOCK_SIZE_M": 64,
"BLOCK_SIZE_N": 64,
"GROUP_SIZE_M": 64,
"NEED_TRANS": false,
"num_stages": 4,
"num_warps": 4
}
}
Comment on lines +1 to +110
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medium

The keys in this JSON file are sorted alphabetically, which makes it hard to read as they represent numerical values. For better readability and maintainability, please sort the keys numerically.

{
  "1": {
    "BLOCK_SIZE_K": 128,
    "BLOCK_SIZE_M": 16,
    "BLOCK_SIZE_N": 64,
    "GROUP_SIZE_M": 1,
    "NEED_TRANS": false,
    "num_stages": 4,
    "num_warps": 4
  },
  "8": {
    "BLOCK_SIZE_K": 128,
    "BLOCK_SIZE_M": 16,
    "BLOCK_SIZE_N": 64,
    "GROUP_SIZE_M": 32,
    "NEED_TRANS": false,
    "num_stages": 3,
    "num_warps": 4
  },
  "16": {
    "BLOCK_SIZE_K": 128,
    "BLOCK_SIZE_M": 16,
    "BLOCK_SIZE_N": 32,
    "GROUP_SIZE_M": 1,
    "NEED_TRANS": false,
    "num_stages": 3,
    "num_warps": 4
  },
  "32": {
    "BLOCK_SIZE_K": 128,
    "BLOCK_SIZE_M": 16,
    "BLOCK_SIZE_N": 64,
    "GROUP_SIZE_M": 1,
    "NEED_TRANS": false,
    "num_stages": 4,
    "num_warps": 4
  },
  "64": {
    "BLOCK_SIZE_K": 128,
    "BLOCK_SIZE_M": 16,
    "BLOCK_SIZE_N": 64,
    "GROUP_SIZE_M": 1,
    "NEED_TRANS": false,
    "num_stages": 3,
    "num_warps": 4
  },
  "100": {
    "BLOCK_SIZE_K": 128,
    "BLOCK_SIZE_M": 16,
    "BLOCK_SIZE_N": 64,
    "GROUP_SIZE_M": 1,
    "NEED_TRANS": false,
    "num_stages": 3,
    "num_warps": 4
  },
  "128": {
    "BLOCK_SIZE_K": 128,
    "BLOCK_SIZE_M": 16,
    "BLOCK_SIZE_N": 64,
    "GROUP_SIZE_M": 1,
    "NEED_TRANS": false,
    "num_stages": 3,
    "num_warps": 4
  },
  "256": {
    "BLOCK_SIZE_K": 128,
    "BLOCK_SIZE_M": 16,
    "BLOCK_SIZE_N": 64,
    "GROUP_SIZE_M": 64,
    "NEED_TRANS": false,
    "num_stages": 3,
    "num_warps": 4
  },
  "1024": {
    "BLOCK_SIZE_K": 64,
    "BLOCK_SIZE_M": 64,
    "BLOCK_SIZE_N": 64,
    "GROUP_SIZE_M": 64,
    "NEED_TRANS": false,
    "num_stages": 4,
    "num_warps": 4
  },
  "2048": {
    "BLOCK_SIZE_K": 64,
    "BLOCK_SIZE_M": 64,
    "BLOCK_SIZE_N": 64,
    "GROUP_SIZE_M": 64,
    "NEED_TRANS": false,
    "num_stages": 4,
    "num_warps": 4
  },
  "4096": {
    "BLOCK_SIZE_K": 64,
    "BLOCK_SIZE_M": 64,
    "BLOCK_SIZE_N": 64,
    "GROUP_SIZE_M": 64,
    "NEED_TRANS": false,
    "num_stages": 4,
    "num_warps": 4
  },
  "8192": {
    "BLOCK_SIZE_K": 64,
    "BLOCK_SIZE_M": 64,
    "BLOCK_SIZE_N": 64,
    "GROUP_SIZE_M": 64,
    "NEED_TRANS": false,
    "num_stages": 4,
    "num_warps": 4
  }
}

50 changes: 50 additions & 0 deletions ...ne_kernel_configs/triton_3.4.0/NVIDIA_H20/moe_align_fused:v1/{topk_num=8}_NVIDIA_H20.json
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Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,50 @@
{
"1": {
"BLOCK_SIZE": 256,
"num_warps": 8
},
"100": {
"BLOCK_SIZE": 128,
"num_warps": 8
},
"1024": {
"BLOCK_SIZE": 128,
"num_warps": 8
},
"128": {
"BLOCK_SIZE": 128,
"num_warps": 8
},
"16": {
"BLOCK_SIZE": 256,
"num_warps": 8
},
"2048": {
"BLOCK_SIZE": 128,
"num_warps": 4
},
"256": {
"BLOCK_SIZE": 128,
"num_warps": 8
},
"32": {
"BLOCK_SIZE": 512,
"num_warps": 8
},
"4096": {
"BLOCK_SIZE": 128,
"num_warps": 8
},
"64": {
"BLOCK_SIZE": 128,
"num_warps": 8
},
"8": {
"BLOCK_SIZE": 256,
"num_warps": 8
},
"8192": {
"BLOCK_SIZE": 128,
"num_warps": 8
}
}
Comment on lines +1 to +50
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medium

The keys in this JSON file are sorted alphabetically, which makes it hard to read as they represent numerical values. For better readability and maintainability, please sort the keys numerically.

{
  "1": {
    "BLOCK_SIZE": 256,
    "num_warps": 8
  },
  "8": {
    "BLOCK_SIZE": 256,
    "num_warps": 8
  },
  "16": {
    "BLOCK_SIZE": 256,
    "num_warps": 8
  },
  "32": {
    "BLOCK_SIZE": 512,
    "num_warps": 8
  },
  "64": {
    "BLOCK_SIZE": 128,
    "num_warps": 8
  },
  "100": {
    "BLOCK_SIZE": 128,
    "num_warps": 8
  },
  "128": {
    "BLOCK_SIZE": 128,
    "num_warps": 8
  },
  "256": {
    "BLOCK_SIZE": 128,
    "num_warps": 8
  },
  "1024": {
    "BLOCK_SIZE": 128,
    "num_warps": 8
  },
  "2048": {
    "BLOCK_SIZE": 128,
    "num_warps": 4
  },
  "4096": {
    "BLOCK_SIZE": 128,
    "num_warps": 8
  },
  "8192": {
    "BLOCK_SIZE": 128,
    "num_warps": 8
  }
}

74 changes: 74 additions & 0 deletions ...0/moe_sum_reduce:v1/{hidden_dim=4096,out_dtype=torch.bfloat16,topk_num=8}_NVIDIA_H20.json
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,74 @@
{
"1": {
"BLOCK_DIM": 64,
"BLOCK_M": 4,
"NUM_STAGE": 2,
"num_warps": 8
},
"100": {
"BLOCK_DIM": 1024,
"BLOCK_M": 1,
"NUM_STAGE": 1,
"num_warps": 8
},
"1024": {
"BLOCK_DIM": 256,
"BLOCK_M": 1,
"NUM_STAGE": 1,
"num_warps": 2
},
"128": {
"BLOCK_DIM": 1024,
"BLOCK_M": 1,
"NUM_STAGE": 1,
"num_warps": 8
},
"16": {
"BLOCK_DIM": 512,
"BLOCK_M": 1,
"NUM_STAGE": 1,
"num_warps": 8
},
"2048": {
"BLOCK_DIM": 1024,
"BLOCK_M": 1,
"NUM_STAGE": 4,
"num_warps": 2
},
"256": {
"BLOCK_DIM": 512,
"BLOCK_M": 1,
"NUM_STAGE": 1,
"num_warps": 2
},
"32": {
"BLOCK_DIM": 1024,
"BLOCK_M": 1,
"NUM_STAGE": 1,
"num_warps": 8
},
"4096": {
"BLOCK_DIM": 1024,
"BLOCK_M": 1,
"NUM_STAGE": 4,
"num_warps": 2
},
"64": {
"BLOCK_DIM": 1024,
"BLOCK_M": 1,
"NUM_STAGE": 1,
"num_warps": 8
},
"8": {
"BLOCK_DIM": 512,
"BLOCK_M": 1,
"NUM_STAGE": 4,
"num_warps": 16
},
"8192": {
"BLOCK_DIM": 1024,
"BLOCK_M": 1,
"NUM_STAGE": 4,
"num_warps": 1
}
}
Comment on lines +1 to +74
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medium

The keys in this JSON file are sorted alphabetically, which makes it hard to read as they represent numerical values. For better readability and maintainability, please sort the keys numerically.

{
  "1": {
    "BLOCK_DIM": 64,
    "BLOCK_M": 4,
    "NUM_STAGE": 2,
    "num_warps": 8
  },
  "8": {
    "BLOCK_DIM": 512,
    "BLOCK_M": 1,
    "NUM_STAGE": 4,
    "num_warps": 16
  },
  "16": {
    "BLOCK_DIM": 512,
    "BLOCK_M": 1,
    "NUM_STAGE": 1,
    "num_warps": 8
  },
  "32": {
    "BLOCK_DIM": 1024,
    "BLOCK_M": 1,
    "NUM_STAGE": 1,
    "num_warps": 8
  },
  "64": {
    "BLOCK_DIM": 1024,
    "BLOCK_M": 1,
    "NUM_STAGE": 1,
    "num_warps": 8
  },
  "100": {
    "BLOCK_DIM": 1024,
    "BLOCK_M": 1,
    "NUM_STAGE": 1,
    "num_warps": 8
  },
  "128": {
    "BLOCK_DIM": 1024,
    "BLOCK_M": 1,
    "NUM_STAGE": 1,
    "num_warps": 8
  },
  "256": {
    "BLOCK_DIM": 512,
    "BLOCK_M": 1,
    "NUM_STAGE": 1,
    "num_warps": 2
  },
  "1024": {
    "BLOCK_DIM": 256,
    "BLOCK_M": 1,
    "NUM_STAGE": 1,
    "num_warps": 2
  },
  "2048": {
    "BLOCK_DIM": 1024,
    "BLOCK_M": 1,
    "NUM_STAGE": 4,
    "num_warps": 2
  },
  "4096": {
    "BLOCK_DIM": 1024,
    "BLOCK_M": 1,
    "NUM_STAGE": 4,
    "num_warps": 2
  },
  "8192": {
    "BLOCK_DIM": 1024,
    "BLOCK_M": 1,
    "NUM_STAGE": 4,
    "num_warps": 1
  }
}

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