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6000 Ada results

Open alexweisberg opened this issue 1 year ago • 0 comments

Hi,

I just got guppy up and running on a machine with a 6000 Ada GPU. Here are the results of running it:

gpu,gpu_memory,gpu_memory_used,gpu_driver_version,cuda_version,guppy_version,guppy_model,chunk_size,chunks_per_runner,num_basecallers,runners_per_device,samples_per_second NVIDIA RTX 6000 Ada Generation,49140,7043.38362,525.85.05,12.0,6.3.9+799d5bd,fast,2000,160,,,8.14516e+07 NVIDIA RTX 6000 Ada Generation,49140,7207.21638,525.85.05,12.0,6.3.9+799d5bd,fast,2000,256,,,8.20092e+07 NVIDIA RTX 6000 Ada Generation,49140,6715.81638,525.85.05,12.0,6.3.9+799d5bd,fast,2000,512,,,8.07708e+07 NVIDIA RTX 6000 Ada Generation,49140,7207.21638,525.85.05,12.0,6.3.9+799d5bd,fast,2000,786,,,8.07198e+07 NVIDIA RTX 6000 Ada Generation,49140,7371.00000,525.85.05,12.0,6.3.9+799d5bd,fast,2000,1024,,,8.03532e+07 NVIDIA RTX 6000 Ada Generation,49140,0,525.85.05,12.0,6.3.9+799d5bd,fast,2000,2056,,,8.28481e+07 NVIDIA RTX 6000 Ada Generation,49140,3276.001638,525.85.05,12.0,6.3.9+799d5bd,hac,2000,160,,,1.51165e+07 NVIDIA RTX 6000 Ada Generation,49140,4968.59454,525.85.05,12.0,6.3.9+799d5bd,hac,2000,256,,,1.48007e+07 NVIDIA RTX 6000 Ada Generation,49140,0,525.85.05,12.0,6.3.9+799d5bd,hac,2000,512,,,1.45522e+07
NVIDIA RTX 6000 Ada Generation,49140,0,525.85.05,12.0,6.3.9+799d5bd,hac,2000,786,,,1.4388e+07
NVIDIA RTX 6000 Ada Generation,49140,5842.20546,525.85.05,12.0,6.3.9+799d5bd,hac,2000,1024,,,1.46034e+07 NVIDIA RTX 6000 Ada Generation,49140,2893.800546,525.85.05,12.0,6.3.9+799d5bd,hac,2000,2056,,,1.44155e+07 NVIDIA RTX 6000 Ada Generation,49140,14716.15236,525.85.05,12.0,6.3.9+799d5bd,sup,2000,160,,,6.36116e+06 NVIDIA RTX 6000 Ada Generation,49140,0,525.85.05,12.0,6.3.9+799d5bd,sup,2000,256,,,6.36792e+06
NVIDIA RTX 6000 Ada Generation,49140,13267.80000,525.85.05,12.0,6.3.9+799d5bd,sup,2000,512,,,6.35849e+06 NVIDIA RTX 6000 Ada Generation,49140,0,525.85.05,12.0,6.3.9+799d5bd,sup,2000,786,,,6.35824e+06
NVIDIA RTX 6000 Ada Generation,49140,12983.32854,525.85.05,12.0,6.3.9+799d5bd,sup,2000,1024,,,6.34754e+06 NVIDIA RTX 6000 Ada Generation,49140,13190.20794,525.85.05,12.0,6.3.9+799d5bd,sup,2000,2056,,,6.3568e+06

I'm a little surprised some of the samples_per_second were lower than the 4090 results in the other open issue, but it still looks really good.

A few of the runs (not always the highest chunks per runner) gave weird output, like -nan% GPU memory usage, but they still produced output.

Any suggestions on where to tweak settings further? Thanks for developing this!

alexweisberg avatar Apr 22 '23 00:04 alexweisberg