| 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 | |