Upload experts_benchmarks.csv

experts_benchmarks.csv

@@ -0,0 +1,38 @@
+batch_size,sequence_length,torch_compile,implementation,mean_latency_ms,median_latency_ms,p90_latency_ms,peak_mem_mb
+1,16,False,eager,271.80,272.94,295.34,27324.65
+1,16,True,eager,351.86,351.64,384.64,27329.29
+1,16,max-autotune-no-cudagraphs,eager,352.52,352.15,382.79,27329.29
+1,16,False,batched_mm,52.03,52.07,52.67,28382.50
+1,16,True,batched_mm,53.04,53.04,53.11,28029.63
+1,16,max-autotune-no-cudagraphs,batched_mm,23.87,23.86,24.02,27329.29
+1,16,False,grouped_mm,64.27,64.09,65.49,27329.29
+1,16,True,grouped_mm,59.45,59.52,60.99,27329.29
+1,16,max-autotune-no-cudagraphs,grouped_mm,59.61,59.55,60.89,27329.29
+1,128,False,eager,471.73,472.65,487.97,27396.46
+1,128,True,eager,637.32,613.70,845.01,27429.82
+1,128,max-autotune-no-cudagraphs,eager,620.21,619.35,657.74,27429.82
+1,128,False,batched_mm,316.67,316.94,317.92,35854.56
+1,128,True,batched_mm,370.29,370.29,370.57,33031.64
+1,128,max-autotune-no-cudagraphs,batched_mm,151.87,150.38,158.01,27429.82
+1,128,False,grouped_mm,78.50,78.53,80.00,27429.82
+1,128,True,grouped_mm,72.95,72.99,74.60,27429.82
+1,128,max-autotune-no-cudagraphs,grouped_mm,72.71,72.89,73.55,27429.82
+4,16,False,eager,431.87,433.38,448.01,27391.57
+4,16,True,eager,566.63,569.74,598.98,27372.12
+4,16,max-autotune-no-cudagraphs,eager,563.13,567.79,588.25,27372.12
+4,16,False,batched_mm,163.41,163.38,164.84,31585.54
+4,16,True,batched_mm,189.18,189.08,189.79,30173.45
+4,16,max-autotune-no-cudagraphs,batched_mm,79.15,79.10,79.74,27372.11
+4,16,False,grouped_mm,75.23,75.18,76.74,27372.11
+4,16,True,grouped_mm,70.35,70.40,71.71,27372.12
+4,16,max-autotune-no-cudagraphs,grouped_mm,70.26,70.43,71.32,27372.12
+4,128,False,eager,526.88,522.75,570.01,27632.62
+4,128,True,eager,678.18,677.54,690.97,27762.46
+4,128,max-autotune-no-cudagraphs,eager,676.22,677.07,681.91,27762.45
+4,128,False,batched_mm,1235.25,1235.33,1237.90,61465.85
+4,128,True,batched_mm,1505.00,1503.31,1536.10,50174.26
+4,128,max-autotune-no-cudagraphs,batched_mm,572.37,570.81,589.74,27762.45
+4,128,False,grouped_mm,80.95,81.06,81.70,27762.45
+4,128,True,grouped_mm,79.67,79.69,80.54,27762.45
+4,128,max-autotune-no-cudagraphs,grouped_mm,83.29,79.83,111.83,27762.46
+