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experts_benchmark_bs1_seq128.csv

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+Batch Size,Seq Length,New Tokens,Torch Compile,Implementation,Mean Generation Latency (ms),Mean Prefill Latency (ms),Mean Decode Latency (ms),Peak Mem (MB)
+1,128,16,False,eager,1452.00,480.20,971.81,27425.16
+1,128,16,max-autotune-no-cudagraphs,eager,1620.98,498.00,1122.99,27410.34
+1,128,16,False,grouped_mm,850.87,76.51,774.35,27425.40
+1,128,16,max-autotune-no-cudagraphs,grouped_mm,492.87,76.79,416.08,27425.40
+1,128,16,False,batched_mm,815.11,316.56,498.56,35866.47
+1,128,16,max-autotune,batched_mm,412.98,316.33,96.65,35866.48
+1,128,16,False,grouped_prefill+batched_decode,588.87,77.15,511.72,27470.51
+1,128,16,max-autotune,grouped_prefill+batched_decode,181.79,76.78,105.01,27424.49
+1,128,64,False,eager,4524.16,486.84,4037.31,27418.44
+1,128,64,max-autotune-no-cudagraphs,eager,5116.71,477.42,4639.29,27419.62
+1,128,64,False,grouped_mm,3327.45,76.46,3250.98,27434.67
+1,128,64,max-autotune-no-cudagraphs,grouped_mm,1824.70,76.55,1748.15,27433.49
+1,128,64,False,batched_mm,2411.23,316.18,2095.05,35875.48
+1,128,64,max-autotune,batched_mm,707.73,316.24,391.49,35875.48
+1,128,64,False,grouped_prefill+batched_decode,2219.34,76.89,2142.45,27479.51
+1,128,64,max-autotune,grouped_prefill+batched_decode,489.06,76.88,412.18,27433.50

experts_benchmark_bs1_seq16.csv

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+Batch Size,Seq Length,New Tokens,Torch Compile,Implementation,Mean Generation Latency (ms),Mean Prefill Latency (ms),Mean Decode Latency (ms),Peak Mem (MB)
+1,16,16,False,eager,1193.70,269.94,923.76,27333.27
+1,16,16,max-autotune-no-cudagraphs,eager,1332.96,269.72,1063.24,27333.27
+1,16,16,False,grouped_mm,814.61,64.32,750.29,27333.27
+1,16,16,max-autotune-no-cudagraphs,grouped_mm,476.82,63.42,413.41,27333.27
+1,16,16,False,batched_mm,535.34,52.18,483.17,28386.68
+1,16,16,max-autotune,batched_mm,144.21,52.25,91.97,28386.68
+1,16,16,False,grouped_prefill+batched_decode,579.92,64.83,515.10,27396.05
+1,16,16,max-autotune,grouped_prefill+batched_decode,162.56,64.71,97.84,27332.98
+1,16,64,False,eager,4303.03,274.71,4028.32,27342.27
+1,16,64,max-autotune-no-cudagraphs,eager,4908.60,288.97,4619.63,27343.43
+1,16,64,False,grouped_mm,3300.09,64.67,3235.42,27343.43
+1,16,64,max-autotune-no-cudagraphs,grouped_mm,1801.67,64.25,1737.41,27342.27
+1,16,64,False,batched_mm,2151.96,52.23,2099.73,28395.68
+1,16,64,max-autotune,batched_mm,434.84,52.25,382.58,28395.68
+1,16,64,False,grouped_prefill+batched_decode,2217.35,64.99,2152.36,27405.06
+1,16,64,max-autotune,grouped_prefill+batched_decode,465.11,64.50,400.62,27341.98

experts_benchmark_bs4_seq128.csv

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+Batch Size,Seq Length,New Tokens,Torch Compile,Implementation,Mean Generation Latency (ms),Mean Prefill Latency (ms),Mean Decode Latency (ms),Peak Mem (MB)
+4,128,16,False,eager,2147.71,523.33,1624.38,27691.78
+4,128,16,max-autotune-no-cudagraphs,eager,2480.61,519.22,1961.39,27696.76
+4,128,16,False,grouped_mm,908.79,80.24,828.55,27756.97
+4,128,16,max-autotune-no-cudagraphs,grouped_mm,577.16,79.94,497.22,27751.99
+4,128,16,False,batched_mm,1744.98,1235.64,509.34,61519.94
+4,128,16,max-autotune,batched_mm,1404.29,1236.12,168.17,61519.94
+4,128,16,False,grouped_prefill+batched_decode,603.57,80.56,523.01,27936.07
+4,128,16,max-autotune,grouped_prefill+batched_decode,249.57,79.61,169.96,27751.99
+4,128,64,False,eager,7273.57,520.92,6752.65,27727.80
+4,128,64,max-autotune-no-cudagraphs,eager,8629.54,525.01,8104.53,27732.78
+4,128,64,False,grouped_mm,3531.64,80.73,3450.91,27792.99
+4,128,64,max-autotune-no-cudagraphs,grouped_mm,2136.08,80.10,2055.98,27792.99
+4,128,64,False,batched_mm,3365.31,1235.87,2129.44,61560.94
+4,128,64,max-autotune,batched_mm,1931.15,1236.34,694.81,61555.96
+4,128,64,False,grouped_prefill+batched_decode,2264.46,80.26,2184.20,27972.08
+4,128,64,max-autotune,grouped_prefill+batched_decode,785.26,79.97,705.28,27788.02

experts_benchmark_bs4_seq16.csv

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+Batch Size,Seq Length,New Tokens,Torch Compile,Implementation,Mean Generation Latency (ms),Mean Prefill Latency (ms),Mean Decode Latency (ms),Peak Mem (MB)
+4,16,16,False,eager,2412.69,432.96,1979.74,27420.04
+4,16,16,max-autotune-no-cudagraphs,eager,2899.32,428.52,2470.80,27384.22
+4,16,16,False,grouped_mm,923.69,74.45,849.24,27384.22
+4,16,16,max-autotune-no-cudagraphs,grouped_mm,593.89,75.93,517.97,27384.22
+4,16,16,False,batched_mm,673.48,164.33,509.16,31601.36
+4,16,16,max-autotune,batched_mm,330.13,164.50,165.63,31601.36
+4,16,16,False,grouped_prefill+batched_decode,599.51,74.42,525.09,27638.76
+4,16,16,max-autotune,grouped_prefill+batched_decode,240.94,74.37,166.57,27382.55
+4,16,64,False,eager,9249.34,429.71,8819.63,27448.23
+4,16,64,max-autotune-no-cudagraphs,eager,11396.42,428.78,10967.64,27429.62
+4,16,64,False,grouped_mm,3649.18,74.14,3575.05,27429.62
+4,16,64,max-autotune-no-cudagraphs,grouped_mm,2264.07,74.28,2189.79,27424.98
+4,16,64,False,batched_mm,2309.70,164.35,2145.35,31642.11
+4,16,64,max-autotune,batched_mm,846.58,164.50,682.08,31642.11
+4,16,64,False,grouped_prefill+batched_decode,2270.82,74.18,2196.64,27679.51
+4,16,64,max-autotune,grouped_prefill+batched_decode,776.50,73.13,703.36,27423.29