[Hardware][NVIDIA] Add GB10 fused-MoE fp8 tuning configs (E=256, E=512) (#52502)
pavelzak committed
Aug 16, 2026 at 20:04 UTC
7ea4b40954084bbafa595faab6b322a5eb124ec0
2 files changed
+294
vllm/model_executor/layers/fused_moe/configs/E=256,N=512,device_name=NVIDIA_GB10,dtype=fp8_w8a8,block_shape=[128,128].json
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+147
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+{
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+ "num_stages": 3
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+ },
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+ "16": {
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+ "BLOCK_SIZE_N": 128,
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+ "GROUP_SIZE_M": 1,
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+ "num_stages": 3
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+ },
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+ "24": {
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+ "BLOCK_SIZE_M": 16,
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+ "BLOCK_SIZE_N": 128,
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+ "num_warps": 4,
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+ "32": {
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+ "num_stages": 4
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+ },
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+ "48": {
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+ "64": {
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+ "96": {
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+ "num_warps": 4,
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+ "num_stages": 3
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+ },
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+ "128": {
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+ "BLOCK_SIZE_M": 16,
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+ "BLOCK_SIZE_N": 128,
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+ "BLOCK_SIZE_K": 128,
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+ "GROUP_SIZE_M": 16,
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+ "num_warps": 4,
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+ "num_stages": 4
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+ },
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+ "256": {
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+ "BLOCK_SIZE_M": 16,
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+ "BLOCK_SIZE_N": 128,
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+ "BLOCK_SIZE_K": 128,
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+ "GROUP_SIZE_M": 32,
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+ "num_warps": 4,
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+ "num_stages": 3
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+ },
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+ "512": {
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+ "BLOCK_SIZE_M": 16,
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+ "BLOCK_SIZE_N": 128,
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+ "BLOCK_SIZE_K": 128,
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+ "GROUP_SIZE_M": 32,
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+ "num_warps": 4,
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+ "num_stages": 3
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+ },
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+ "1024": {
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+ "BLOCK_SIZE_N": 128,
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+ "BLOCK_SIZE_K": 128,
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+ "GROUP_SIZE_M": 16,
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+ "num_warps": 4,
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+ "num_stages": 3
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+ },
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+ "1536": {
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+ "GROUP_SIZE_M": 32,
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+ "num_warps": 4,
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+ "num_stages": 4
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+ },
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+ "2048": {
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+ "BLOCK_SIZE_N": 128,
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+ "GROUP_SIZE_M": 32,
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+ "num_warps": 4,
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+ "num_stages": 4
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+ },
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+ "3072": {
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+ "BLOCK_SIZE_M": 64,
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+ "BLOCK_SIZE_N": 128,
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+ "BLOCK_SIZE_K": 128,
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+ "GROUP_SIZE_M": 32,
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+ "num_warps": 4,
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+ "num_stages": 4
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+ },
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+ "4096": {
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+ "BLOCK_SIZE_M": 64,
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+ "BLOCK_SIZE_N": 128,
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+ "BLOCK_SIZE_K": 128,
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+ "GROUP_SIZE_M": 32,
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+ "num_warps": 4,
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+ "num_stages": 4
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+ }
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+}
vllm/model_executor/layers/fused_moe/configs/E=512,N=512,device_name=NVIDIA_GB10,dtype=fp8_w8a8,block_shape=[128,128].json
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+147
@@ -0,0 +1,147 @@
1
+{
2
+ "triton_version": "3.5.0",
3
+ "1": {
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+ "BLOCK_SIZE_M": 16,
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+ "BLOCK_SIZE_N": 128,
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+ "BLOCK_SIZE_K": 128,
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+ "GROUP_SIZE_M": 1,
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+ "num_warps": 4,
9
+ "num_stages": 4
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+ },
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+ "2": {
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+ "BLOCK_SIZE_M": 16,
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+ "BLOCK_SIZE_N": 128,
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+ "BLOCK_SIZE_K": 128,
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+ "GROUP_SIZE_M": 1,
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+ "num_warps": 4,
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+ "num_stages": 3
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+ },
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+ "4": {
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+ "BLOCK_SIZE_M": 16,
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+ "BLOCK_SIZE_N": 128,
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+ "BLOCK_SIZE_K": 128,
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+ "GROUP_SIZE_M": 1,
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+ "num_warps": 4,
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+ "num_stages": 3
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+ },
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+ "8": {
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+ "BLOCK_SIZE_M": 16,
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+ "BLOCK_SIZE_N": 128,
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+ "BLOCK_SIZE_K": 128,
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+ "GROUP_SIZE_M": 1,
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+ "num_warps": 4,
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+ "num_stages": 3
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+ },
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+ "16": {
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+ "BLOCK_SIZE_M": 16,
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+ "BLOCK_SIZE_N": 128,
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+ "BLOCK_SIZE_K": 128,
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+ "GROUP_SIZE_M": 1,
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+ "num_warps": 4,
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+ "num_stages": 3
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+ },
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+ "24": {
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+ "BLOCK_SIZE_M": 16,
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+ "BLOCK_SIZE_N": 128,
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+ "BLOCK_SIZE_K": 128,
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+ "GROUP_SIZE_M": 1,
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+ "num_warps": 4,
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+ "num_stages": 3
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+ },
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+ "32": {
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+ "BLOCK_SIZE_M": 16,
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+ "BLOCK_SIZE_N": 128,
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+ "BLOCK_SIZE_K": 128,
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+ "GROUP_SIZE_M": 1,
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+ "num_warps": 4,
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+ "num_stages": 4
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+ },
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+ "48": {
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+ "BLOCK_SIZE_M": 16,
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+ "BLOCK_SIZE_N": 128,
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+ "GROUP_SIZE_M": 16,
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+ },
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+ "64": {
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+ },
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+ "96": {
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+ },
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+ "128": {
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+ "GROUP_SIZE_M": 16,
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+ "num_warps": 4,
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+ "num_stages": 4
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+ },
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+ "256": {
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+ "BLOCK_SIZE_M": 16,
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+ "BLOCK_SIZE_N": 128,
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+ "BLOCK_SIZE_K": 128,
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+ "GROUP_SIZE_M": 32,
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+ "num_warps": 4,
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+ "num_stages": 3
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+ },
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+ "512": {
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+ "BLOCK_SIZE_M": 16,
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+ "BLOCK_SIZE_N": 128,
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+ "BLOCK_SIZE_K": 128,
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+ "GROUP_SIZE_M": 32,
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+ "num_warps": 4,
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+ "num_stages": 3
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+ },
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+ "1024": {
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+ "BLOCK_SIZE_N": 128,
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+ "BLOCK_SIZE_K": 128,
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+ "GROUP_SIZE_M": 16,
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+ "num_warps": 4,
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+ "num_stages": 3
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+ },
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+ "1536": {
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+ "BLOCK_SIZE_K": 128,
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+ "GROUP_SIZE_M": 32,
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+ "num_warps": 4,
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+ "num_stages": 4
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+ },
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+ "2048": {
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+ "3072": {
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+ "num_warps": 4,
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+ "num_stages": 4
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+ "4096": {
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+ "BLOCK_SIZE_M": 64,
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+ "BLOCK_SIZE_K": 128,
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+ "GROUP_SIZE_M": 32,
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+ "num_warps": 4,
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+ "num_stages": 4
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+ }
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+}