model,variant,enc,params,flops_per_forecast,flops_fwd_total,n_forecasts,peak_mem_GB,analytic_rnn_topup,analytic_fft_topup,analytic_ssd_topup,analytic_attn_topup,one_time_setup_flops,param_only_uncounted,blind_modules,status,local_flops_per_forecast,local_vs_box
gru,aca_2d,embeddings,596654,30850274.82381095,928192218624,30087,14.219,851809665024,0,,,0,,,ok,30850275,same
gru,aca_2d,onehot,799746,53982434.82381095,1624169516544,30087,19.807,851809665024,0,,,0,,,ok,,
gru,aca_2d_id,embeddings,598446,30850274.82381095,928192218624,30087,14.233,851809665024,0,,,0,,,ok,,
gru,aca_2d_id,onehot,801538,53982434.82381095,1624169516544,30087,19.822,851809665024,0,,,0,,,ok,,
gru,aca_3d,embeddings,505094,29306147.761890516,881734067712,30087,13.883,851809665024,0,,,0,,,ok,29306148,same
gru,aca_3d,onehot,505090,29306147.761890516,881734067712,30087,13.882,851809665024,0,,,0,,,ok,,
gru,aca_3d_id,embeddings,678790,29306147.761890516,881734067712,30087,13.898,851809665024,0,,,0,,,ok,,
gru,aca_3d_id,onehot,678786,29306147.761890516,881734067712,30087,13.897,851809665024,0,,,0,,,ok,,
gru,aca_4d,embeddings,553730,30766773.030212384,925679900160,30087,14.770,851809665024,0,,,0,,,ok,30766773,same
gru,aca_4d,onehot,553730,30766773.030212384,925679900160,30087,14.769,851809665024,0,,,0,,,ok,,
gru,aca_4d_id,embeddings,727682,30766773.030212384,925679900160,30087,14.784,851809665024,0,,,0,,,ok,,
gru,aca_4d_id,onehot,727682,30766773.030212384,925679900160,30087,14.783,851809665024,0,,,0,,,ok,,
gru,asa_2d,embeddings,596654,35361704.54801077,1063927604736,30087,16.917,851809665024,0,,,0,,,ok,35361705,same
gru,asa_2d,onehot,799746,58493864.54801077,1759904902656,30087,22.505,851809665024,0,,,0,,,ok,,
gru,asa_2d_id,embeddings,598446,35361704.54801077,1063927604736,30087,16.931,851809665024,0,,,0,,,ok,,
gru,asa_2d_id,onehot,801538,58493864.54801077,1759904902656,30087,22.520,851809665024,0,,,0,,,ok,,
gru,asa_3d,embeddings,505350,69101621.75770266,2079060493824,30087,27.279,851809665024,0,,,0,,,ok,69101622,same
gru,asa_3d,onehot,505346,69101621.75770266,2079060493824,30087,27.278,851809665024,0,,,0,,,ok,,
gru,asa_3d_id,embeddings,679046,69101621.75770266,2079060493824,30087,27.294,851809665024,0,,,0,,,ok,,
gru,asa_3d_id,onehot,679042,69101621.75770266,2079060493824,30087,27.293,851809665024,0,,,0,,,ok,,
gru,asa_4d,embeddings,554242,73533953.22524679,2212416050688,30087,30.607,851809665024,0,,,0,,,ok,73533953,same
gru,asa_4d,onehot,554242,73533953.22524679,2212416050688,30087,30.606,851809665024,0,,,0,,,ok,,
gru,asa_4d_id,embeddings,728194,73533953.22524679,2212416050688,30087,30.622,851809665024,0,,,0,,,ok,,
gru,asa_4d_id,onehot,728194,73533953.22524679,2212416050688,30087,30.621,851809665024,0,,,0,,,ok,,
gru,embeddings,aggregate,412771,29464064.0,707137536,24,0.082,679477248,0,,,0,,,ok,,
gru,embeddings,embeddings,531856,29528576.0,60474523648,2048,0.902,57982058496,0,,,0,,,ok,29528576,same
gru,fa_2d,embeddings,1104942,70589377.66556984,2123822605824,30087,27.258,851809665024,0,,,0,,,ok,70589378,same
gru,fa_2d,onehot,1308034,93721537.66556984,2819799903744,30087,32.847,851809665024,0,,,0,,,ok,,
gru,fa_2d_id,embeddings,1106734,70589377.66556984,2123822605824,30087,27.273,851809665024,0,,,0,,,ok,,
gru,fa_2d_id,onehot,1309826,93721537.66556984,2819799903744,30087,32.862,851809665024,0,,,0,,,ok,,
gru,fa_3d,embeddings,1095686,87384692.3984445,2629143240192,30087,30.757,851809665024,0,,,0,,,ok,87384692,same
gru,fa_3d,onehot,1095682,87384692.3984445,2629143240192,30087,30.756,851809665024,0,,,0,,,ok,,
gru,fa_3d_id,embeddings,1269382,87384692.3984445,2629143240192,30087,30.772,851809665024,0,,,0,,,ok,,
gru,fa_3d_id,onehot,1269378,87384692.3984445,2629143240192,30087,30.771,851809665024,0,,,0,,,ok,,
gru,fa_4d,embeddings,1226626,88845790.61202513,2673103302144,30087,31.986,851809665024,0,,,0,,,ok,88845791,same
gru,fa_4d,onehot,1226626,88845790.61202513,2673103302144,30087,31.985,851809665024,0,,,0,,,ok,,
gru,fa_4d_id,embeddings,1400578,88845790.61202513,2673103302144,30087,32.001,851809665024,0,,,0,,,ok,,
gru,fa_4d_id,onehot,1400578,88845790.61202513,2673103302144,30087,32.000,851809665024,0,,,0,,,ok,,
gru,fa_local_2d,embeddings,629678,32255212.912952438,970462590912,30087,16.157,851809665024,0,,,0,,,ok,32255213,same
gru,fa_local_3d,embeddings,554758,46986561.21567454,1413684667296,30087,17.573,851809665024,0,,,0,,,ok,46986561,same
gru,fa_local_4d,embeddings,620034,46973229.17140293,1413283546080,30087,18.812,851809665024,0,,,0,,,ok,46973229,same
gru,fa_sm_2d,embeddings,1104942,70594417.02901585,2123974225152,30087,27.993,851809665024,0,,,0,,,ok,70594417,same
gru,fa_sm_3d,embeddings,1095686,87873150.6981753,2643839485056,30087,31.190,851809665024,0,,,0,,,ok,87873151,same
gru,fa_sm_4d,embeddings,1226626,89334968.82081962,2687821206912,30087,33.157,851809665024,0,,,0,,,ok,89334969,same
gru,onehot,onehot,575106,41159168.0,84293976064,2048,1.274,57982058496,0,,,0,,,ok,41159168,same
lstm,aca_2d,embeddings,728750,40287458.82381095,1212128773632,30087,17.360,1135746220032,0,,,0,,,ok,40287459,same
lstm,aca_2d,onehot,931842,63419618.82381095,1908106071552,30087,22.948,1135746220032,0,,,0,,,ok,,
lstm,aca_2d_id,embeddings,730542,40287458.82381095,1212128773632,30087,17.378,1135746220032,0,,,0,,,ok,,
lstm,aca_2d_id,onehot,933634,63419618.82381095,1908106071552,30087,22.965,1135746220032,0,,,0,,,ok,,
lstm,aca_3d,embeddings,637190,38743331.761890516,1165670622720,30087,17.024,1135746220032,0,,,0,,,ok,38743332,same
lstm,aca_3d,onehot,637186,38743331.761890516,1165670622720,30087,17.023,1135746220032,0,,,0,,,ok,,
lstm,aca_3d_id,embeddings,810886,38743331.761890516,1165670622720,30087,17.042,1135746220032,0,,,0,,,ok,,
lstm,aca_3d_id,onehot,810882,38743331.761890516,1165670622720,30087,17.041,1135746220032,0,,,0,,,ok,,
lstm,aca_4d,embeddings,685826,40203957.03021239,1209616455168,30087,17.910,1135746220032,0,,,0,,,ok,40203957,same
lstm,aca_4d,onehot,685826,40203957.03021239,1209616455168,30087,17.909,1135746220032,0,,,0,,,ok,,
lstm,aca_4d_id,embeddings,859778,40203957.03021239,1209616455168,30087,17.927,1135746220032,0,,,0,,,ok,,
lstm,aca_4d_id,onehot,859778,40203957.03021239,1209616455168,30087,17.926,1135746220032,0,,,0,,,ok,,
lstm,asa_2d,embeddings,728750,44798888.54801077,1347864159744,30087,20.061,1135746220032,0,,,0,,,ok,44798889,same
lstm,asa_2d,onehot,931842,67931048.54801077,2043841457664,30087,25.649,1135746220032,0,,,0,,,ok,,
lstm,asa_2d_id,embeddings,730542,44798888.54801077,1347864159744,30087,20.076,1135746220032,0,,,0,,,ok,,
lstm,asa_2d_id,onehot,933634,67931048.54801077,2043841457664,30087,25.663,1135746220032,0,,,0,,,ok,,
lstm,asa_3d,embeddings,637446,78538805.75770266,2362997048832,30087,30.423,1135746220032,0,,,0,,,ok,78538806,same
lstm,asa_3d,onehot,637442,78538805.75770266,2362997048832,30087,30.422,1135746220032,0,,,0,,,ok,,
lstm,asa_3d_id,embeddings,811142,78538805.75770266,2362997048832,30087,30.438,1135746220032,0,,,0,,,ok,,
lstm,asa_3d_id,onehot,811138,78538805.75770266,2362997048832,30087,30.437,1135746220032,0,,,0,,,ok,,
lstm,asa_4d,embeddings,686338,82971137.22524679,2496352605696,30087,33.751,1135746220032,0,,,0,,,ok,82971137,same
lstm,asa_4d,onehot,686338,82971137.22524679,2496352605696,30087,33.750,1135746220032,0,,,0,,,ok,,
lstm,asa_4d_id,embeddings,860290,82971137.22524679,2496352605696,30087,33.766,1135746220032,0,,,0,,,ok,,
lstm,asa_4d_id,onehot,860290,82971137.22524679,2496352605696,30087,33.765,1135746220032,0,,,0,,,ok,,
lstm,embeddings,aggregate,544867,38901248.0,933629952,24,0.086,905969664,0,,,0,,,ok,,
lstm,embeddings,embeddings,663952,38965760.0,79801876480,2048,1.116,77309411328,0,,,0,,,ok,38965760,same
lstm,fa_2d,embeddings,1237038,80026561.66556984,2407759160832,30087,30.399,1135746220032,0,,,0,,,ok,80026562,same
lstm,fa_2d,onehot,1440130,103158721.66556984,3103736458752,30087,35.988,1135746220032,0,,,0,,,ok,,
lstm,fa_2d_id,embeddings,1238830,80026561.66556984,2407759160832,30087,30.416,1135746220032,0,,,0,,,ok,,
lstm,fa_2d_id,onehot,1441922,103158721.66556984,3103736458752,30087,36.005,1135746220032,0,,,0,,,ok,,
lstm,fa_3d,embeddings,1227782,96821876.3984445,2913079795200,30087,33.898,1135746220032,0,,,0,,,ok,96821876,same
lstm,fa_3d,onehot,1227778,96821876.3984445,2913079795200,30087,33.897,1135746220032,0,,,0,,,ok,,
lstm,fa_3d_id,embeddings,1401478,96821876.3984445,2913079795200,30087,33.915,1135746220032,0,,,0,,,ok,,
lstm,fa_3d_id,onehot,1401474,96821876.3984445,2913079795200,30087,33.915,1135746220032,0,,,0,,,ok,,
lstm,fa_4d,embeddings,1358722,98282974.61202513,2957039857152,30087,35.127,1135746220032,0,,,0,,,ok,98282975,same
lstm,fa_4d,onehot,1358722,98282974.61202513,2957039857152,30087,35.126,1135746220032,0,,,0,,,ok,,
lstm,fa_4d_id,embeddings,1532674,98282974.61202513,2957039857152,30087,35.144,1135746220032,0,,,0,,,ok,,
lstm,fa_4d_id,onehot,1532674,98282974.61202513,2957039857152,30087,35.144,1135746220032,0,,,0,,,ok,,
lstm,fa_local_2d,embeddings,761774,41692396.91295244,1254399145920,30087,19.301,1135746220032,0,,,0,,,ok,41692397,same
lstm,fa_local_3d,embeddings,686854,56423745.21567454,1697621222304,30087,20.716,1135746220032,0,,,0,,,ok,56423745,same
lstm,fa_local_4d,embeddings,752130,56410413.17140293,1697220101088,30087,21.955,1135746220032,0,,,0,,,ok,56410413,same
lstm,fa_sm_2d,embeddings,1237038,80031601.02901585,2407910780160,30087,31.137,1135746220032,0,,,0,,,ok,80031601,same
lstm,fa_sm_3d,embeddings,1227782,97310334.6981753,2927776040064,30087,34.334,1135746220032,0,,,0,,,ok,97310335,same
lstm,fa_sm_4d,embeddings,1358722,98772152.82081962,2971757761920,30087,36.300,1135746220032,0,,,0,,,ok,98772153,same
lstm,onehot,onehot,707202,50596352.0,103621328896,2048,1.488,77309411328,0,,,0,,,ok,50596352,same
mamba2,aca_2d,embeddings,673038,49097954.82381095,1477210166784,30087,45.286,0,0,383758000128,0,0,,,ok,,
mamba2,aca_2d,onehot,876130,72230114.82381095,2173187464704,30087,50.874,0,0,383758000128,0,0,,,ok,,
mamba2,aca_2d_id,embeddings,674830,49097954.82381095,1477210166784,30087,45.287,0,0,383758000128,0,0,,,ok,,
mamba2,aca_2d_id,onehot,877922,72230114.82381095,2173187464704,30087,50.874,0,0,383758000128,0,0,,,ok,,
mamba2,aca_3d,embeddings,581478,47553827.761890516,1430752015872,30087,44.949,0,0,383758000128,0,0,,,ok,,
mamba2,aca_3d,onehot,581474,47553827.761890516,1430752015872,30087,44.948,0,0,383758000128,0,0,,,ok,,
mamba2,aca_3d_id,embeddings,755174,47553827.761890516,1430752015872,30087,44.950,0,0,383758000128,0,0,,,ok,,
mamba2,aca_3d_id,onehot,755170,47553827.761890516,1430752015872,30087,44.949,0,0,383758000128,0,0,,,ok,,
mamba2,aca_4d,embeddings,630114,49014453.03021239,1474697848320,30087,45.835,0,0,383758000128,0,0,,,ok,,
mamba2,aca_4d,onehot,630114,49014453.03021239,1474697848320,30087,45.834,0,0,383758000128,0,0,,,ok,,
mamba2,aca_4d_id,embeddings,804066,49014453.03021239,1474697848320,30087,45.834,0,0,383758000128,0,0,,,ok,,
mamba2,aca_4d_id,onehot,804066,49014453.03021239,1474697848320,30087,45.834,0,0,383758000128,0,0,,,ok,,
mamba2,asa_2d,embeddings,673038,53609384.54801077,1612945552896,30087,47.984,0,0,383758000128,0,0,,,ok,,
mamba2,asa_2d,onehot,876130,76741544.54801077,2308922850816,30087,53.572,0,0,383758000128,0,0,,,ok,,
mamba2,asa_2d_id,embeddings,674830,53609384.54801077,1612945552896,30087,47.985,0,0,383758000128,0,0,,,ok,,
mamba2,asa_2d_id,onehot,877922,76741544.54801077,2308922850816,30087,53.572,0,0,383758000128,0,0,,,ok,,
mamba2,asa_3d,embeddings,581734,87349301.75770266,2628078441984,30087,58.342,0,0,383758000128,0,0,,,ok,,
mamba2,asa_3d,onehot,581730,87349301.75770266,2628078441984,30087,58.341,0,0,383758000128,0,0,,,ok,,
mamba2,asa_3d_id,embeddings,755430,87349301.75770266,2628078441984,30087,58.344,0,0,383758000128,0,0,,,ok,,
mamba2,asa_3d_id,onehot,755426,87349301.75770266,2628078441984,30087,58.343,0,0,383758000128,0,0,,,ok,,
mamba2,asa_4d,embeddings,630626,91781633.22524679,2761433998848,30087,61.673,0,0,383758000128,0,0,,,ok,,
mamba2,asa_4d,onehot,630626,91781633.22524679,2761433998848,30087,61.673,0,0,383758000128,0,0,,,ok,,
mamba2,asa_4d_id,embeddings,804578,91781633.22524679,2761433998848,30087,61.674,0,0,383758000128,0,0,,,ok,,
mamba2,asa_4d_id,onehot,804578,91781633.22524679,2761433998848,30087,61.673,0,0,383758000128,0,0,,,ok,,
mamba2,embeddings,aggregate,489155,47711744.0,1145081856,24,0.078,0,0,306118656,0,0,,,ok,,
mamba2,embeddings,embeddings,608240,47776256.0,97845772288,2048,3.556,0,0,26122125312,0,0,,,ok,,
mamba2,fa_2d,embeddings,1181326,88837057.66556984,2672840553984,30087,58.326,0,0,383758000128,0,0,,,ok,,
mamba2,fa_2d,onehot,1384418,111969217.66556984,3368817851904,30087,63.914,0,0,383758000128,0,0,,,ok,,
mamba2,fa_2d_id,embeddings,1183118,88837057.66556984,2672840553984,30087,58.326,0,0,383758000128,0,0,,,ok,,
mamba2,fa_2d_id,onehot,1386210,111969217.66556984,3368817851904,30087,63.914,0,0,383758000128,0,0,,,ok,,
mamba2,fa_3d,embeddings,1172070,105632372.3984445,3178161188352,30087,61.824,0,0,383758000128,0,0,,,ok,,
mamba2,fa_3d,onehot,1172066,105632372.3984445,3178161188352,30087,61.823,0,0,383758000128,0,0,,,ok,,
mamba2,fa_3d_id,embeddings,1345766,105632372.3984445,3178161188352,30087,61.824,0,0,383758000128,0,0,,,ok,,
mamba2,fa_3d_id,onehot,1345762,105632372.3984445,3178161188352,30087,61.824,0,0,383758000128,0,0,,,ok,,
mamba2,fa_4d,embeddings,1303010,107093470.61202513,3222121250304,30087,63.053,0,0,383758000128,0,0,,,ok,,
mamba2,fa_4d,onehot,1303010,107093470.61202513,3222121250304,30087,63.052,0,0,383758000128,0,0,,,ok,,
mamba2,fa_4d_id,embeddings,1476962,107093470.61202513,3222121250304,30087,63.053,0,0,383758000128,0,0,,,ok,,
mamba2,fa_4d_id,onehot,1476962,107093470.61202513,3222121250304,30087,63.053,0,0,383758000128,0,0,,,ok,,
mamba2,onehot,onehot,651490,59406848.0,121665224704,2048,3.927,0,0,26122125312,0,0,,,ok,,
mamba3,aca_2d,embeddings,685294,54443234.82381095,1638033606144,30087,51.189,0,0,523508023296,0,0,,,ok,,
mamba3,aca_2d,onehot,888386,77575394.82381095,2334010904064,30087,56.777,0,0,523508023296,0,0,,,ok,,
mamba3,aca_2d_id,embeddings,687086,54443234.82381095,1638033606144,30087,51.189,0,0,523508023296,0,0,,,ok,,
mamba3,aca_2d_id,onehot,890178,77575394.82381095,2334010904064,30087,56.778,0,0,523508023296,0,0,,,ok,,
mamba3,aca_3d,embeddings,593734,52899107.761890516,1591575455232,30087,50.852,0,0,523508023296,0,0,,,ok,,
mamba3,aca_3d,onehot,593730,52899107.761890516,1591575455232,30087,50.851,0,0,523508023296,0,0,,,ok,,
mamba3,aca_3d_id,embeddings,767430,52899107.761890516,1591575455232,30087,50.853,0,0,523508023296,0,0,,,ok,,
mamba3,aca_3d_id,onehot,767426,52899107.761890516,1591575455232,30087,50.853,0,0,523508023296,0,0,,,ok,,
mamba3,aca_4d,embeddings,642370,54359733.03021239,1635521287680,30087,51.734,0,0,523508023296,0,0,,,ok,,
mamba3,aca_4d,onehot,642370,54359733.03021239,1635521287680,30087,51.734,0,0,523508023296,0,0,,,ok,,
mamba3,aca_4d_id,embeddings,816322,54359733.03021239,1635521287680,30087,51.737,0,0,523508023296,0,0,,,ok,,
mamba3,aca_4d_id,onehot,816322,54359733.03021239,1635521287680,30087,51.736,0,0,523508023296,0,0,,,ok,,
mamba3,asa_2d,embeddings,685294,58954664.54801077,1773768992256,30087,53.885,0,0,523508023296,0,0,,,ok,,
mamba3,asa_2d,onehot,888386,82086824.54801077,2469746290176,30087,59.473,0,0,523508023296,0,0,,,ok,,
mamba3,asa_2d_id,embeddings,687086,58954664.54801077,1773768992256,30087,53.885,0,0,523508023296,0,0,,,ok,,
mamba3,asa_2d_id,onehot,890178,82086824.54801077,2469746290176,30087,59.472,0,0,523508023296,0,0,,,ok,,
mamba3,asa_3d,embeddings,593990,92694581.75770266,2788901881344,30087,64.246,0,0,523508023296,0,0,,,ok,,
mamba3,asa_3d,onehot,593986,92694581.75770266,2788901881344,30087,64.245,0,0,523508023296,0,0,,,ok,,
mamba3,asa_3d_id,embeddings,767686,92694581.75770266,2788901881344,30087,64.244,0,0,523508023296,0,0,,,ok,,
mamba3,asa_3d_id,onehot,767682,92694581.75770266,2788901881344,30087,64.243,0,0,523508023296,0,0,,,ok,,
mamba3,asa_4d,embeddings,642882,97126913.22524679,2922257438208,30087,67.567,0,0,523508023296,0,0,,,ok,,
mamba3,asa_4d,onehot,642882,97126913.22524679,2922257438208,30087,67.567,0,0,523508023296,0,0,,,ok,,
mamba3,asa_4d_id,embeddings,816834,97126913.22524679,2922257438208,30087,67.568,0,0,523508023296,0,0,,,ok,,
mamba3,asa_4d_id,onehot,816834,97126913.22524679,2922257438208,30087,67.567,0,0,523508023296,0,0,,,ok,,
mamba3,embeddings,aggregate,501411,53057024.0,1273368576,24,0.075,0,0,417595392,0,0,,,ok,,
mamba3,embeddings,embeddings,620496,53121536.0,108792905728,2048,3.381,0,0,35634806784,0,0,,,ok,,
mamba3,fa_2d,embeddings,1193582,94182337.66556984,2833663993344,30087,64.230,0,0,523508023296,0,0,,,ok,,
mamba3,fa_2d,onehot,1396674,117314497.66556984,3529641291264,30087,69.818,0,0,523508023296,0,0,,,ok,,
mamba3,fa_2d_id,embeddings,1195374,94182337.66556984,2833663993344,30087,64.229,0,0,523508023296,0,0,,,ok,,
mamba3,fa_2d_id,onehot,1398466,117314497.66556984,3529641291264,30087,69.818,0,0,523508023296,0,0,,,ok,,
mamba3,fa_3d,embeddings,1184326,110977652.3984445,3338984627712,30087,67.723,0,0,523508023296,0,0,,,ok,,
mamba3,fa_3d,onehot,1184322,110977652.3984445,3338984627712,30087,67.723,0,0,523508023296,0,0,,,ok,,
mamba3,fa_3d_id,embeddings,1358022,110977652.3984445,3338984627712,30087,67.724,0,0,523508023296,0,0,,,ok,,
mamba3,fa_3d_id,onehot,1358018,110977652.3984445,3338984627712,30087,67.723,0,0,523508023296,0,0,,,ok,,
mamba3,fa_4d,embeddings,1315266,112438750.61202513,3382944689664,30087,68.952,0,0,523508023296,0,0,,,ok,,
mamba3,fa_4d,onehot,1315266,112438750.61202513,3382944689664,30087,68.952,0,0,523508023296,0,0,,,ok,,
mamba3,fa_4d_id,embeddings,1489218,112438750.61202513,3382944689664,30087,68.953,0,0,523508023296,0,0,,,ok,,
mamba3,fa_4d_id,onehot,1489218,112438750.61202513,3382944689664,30087,68.952,0,0,523508023296,0,0,,,ok,,
mamba3,onehot,onehot,663746,64752128.0,132612358144,2048,3.754,0,0,35634806784,0,0,,,ok,,
mamba_nd,grid_2d,embeddings,607246,58113362.62758002,1748456741376,30087,56.051,0,0,441515483136,0,0,,,ok,,
mamba_nd,grid_3d,embeddings,477798,63981052.93688304,1924997939712,30087,53.688,0,0,643339339776,0,0,,,ok,,
mamba_nd,grid_4d,embeddings,477538,63179359.87556087,1900877400576,30087,62.375,0,0,613881870336,0,0,,,ok,,
s4,embeddings,aggregate,281699,11877464.5,285059148,24,0.076,0,30906444,,,1891794944,blocks.0.layer.kernel:SSMKernelDPLR;blocks.1.layer.kernel:SSMKernelDPLR;blocks.2.layer.kernel:SSMKernelDPLR;blocks.3.layer.kernel:SSMKernelDPLR,,ok,,
s4,embeddings,embeddings,400784,11941976.576171875,24457168028,2048,1.769,0,2637350044,,,1891794944,blocks.0.layer.kernel:SSMKernelDPLR;blocks.1.layer.kernel:SSMKernelDPLR;blocks.2.layer.kernel:SSMKernelDPLR;blocks.3.layer.kernel:SSMKernelDPLR,,ok,11941977,same
s4,onehot,onehot,444034,23572568.576171875,48276620444,2048,2.140,0,2637350044,,,1891794944,blocks.0.layer.kernel:SSMKernelDPLR;blocks.1.layer.kernel:SSMKernelDPLR;blocks.2.layer.kernel:SSMKernelDPLR;blocks.3.layer.kernel:SSMKernelDPLR,,ok,23572569,same
s4nd,grid_2d,embeddings,530862,9915084.723900689,298315154088,30087,40.230,0,86201591976,,,3523543040,layers.0.kernels.0:SSMKernelDPLR;layers.0.kernels.1:SSMKernelDPLR;layers.1.kernels.0:SSMKernelDPLR;layers.1.kernels.1:SSMKernelDPLR;layers.2.kernels.0:SSMKernelDPLR;layers.2.kernels.1:SSMKernelDPLR;layers.3.kernels.0:SSMKernelDPLR;layers.3.kernels.1:SSMKernelDPLR,,ok,9915085,same
s4nd,grid_2d,onehot,573314,21481164.723900687,646303803048,30087,45.816,0,86201591976,,,3523543040,layers.0.kernels.0:SSMKernelDPLR;layers.0.kernels.1:SSMKernelDPLR;layers.1.kernels.0:SSMKernelDPLR;layers.1.kernels.1:SSMKernelDPLR;layers.2.kernels.0:SSMKernelDPLR;layers.2.kernels.1:SSMKernelDPLR;layers.3.kernels.0:SSMKernelDPLR;layers.3.kernels.1:SSMKernelDPLR,,ok,,
s4nd,grid_3d,embeddings,565766,11866613.227108054,357030792164,30087,52.351,0,169318027748,,,8372322304,layers.0.kernels.0:SSMKernelDPLR;layers.0.kernels.1:SSMKernelDPLR;layers.0.kernels.2:SSMKernelDPLR;layers.1.kernels.0:SSMKernelDPLR;layers.1.kernels.1:SSMKernelDPLR;layers.1.kernels.2:SSMKernelDPLR;layers.2.kernels.0:SSMKernelDPLR;layers.2.kernels.1:SSMKernelDPLR;layers.2.kernels.2:SSMKernelDPLR;layers.3.kernels.0:SSMKernelDPLR;layers.3.kernels.1:SSMKernelDPLR;layers.3.kernels.2:SSMKernelDPLR,,ok,11866613,same
s4nd,grid_3d,onehot,565762,11866613.227108054,357030792164,30087,52.347,0,169318027748,,,8372322304,layers.0.kernels.0:SSMKernelDPLR;layers.0.kernels.1:SSMKernelDPLR;layers.0.kernels.2:SSMKernelDPLR;layers.1.kernels.0:SSMKernelDPLR;layers.1.kernels.1:SSMKernelDPLR;layers.1.kernels.2:SSMKernelDPLR;layers.2.kernels.0:SSMKernelDPLR;layers.2.kernels.1:SSMKernelDPLR;layers.2.kernels.2:SSMKernelDPLR;layers.3.kernels.0:SSMKernelDPLR;layers.3.kernels.1:SSMKernelDPLR;layers.3.kernels.2:SSMKernelDPLR,,ok,,
s4nd,grid_4d,embeddings,729858,12516256.838235782,376576619492,30087,66.069,0,189418418660,,,8926134272,layers.0.kernels.0:SSMKernelDPLR;layers.0.kernels.1:SSMKernelDPLR;layers.0.kernels.2:SSMKernelDPLR;layers.0.kernels.3:SSMKernelDPLR;layers.1.kernels.0:SSMKernelDPLR;layers.1.kernels.1:SSMKernelDPLR;layers.1.kernels.2:SSMKernelDPLR;layers.1.kernels.3:SSMKernelDPLR;layers.2.kernels.0:SSMKernelDPLR;layers.2.kernels.1:SSMKernelDPLR;layers.2.kernels.2:SSMKernelDPLR;layers.2.kernels.3:SSMKernelDPLR;layers.3.kernels.0:SSMKernelDPLR;layers.3.kernels.1:SSMKernelDPLR;layers.3.kernels.2:SSMKernelDPLR;layers.3.kernels.3:SSMKernelDPLR,,ok,12516257,same
s4nd,grid_4d,onehot,729858,12516256.838235782,376576619492,30087,66.064,0,189418418660,,,8926134272,layers.0.kernels.0:SSMKernelDPLR;layers.0.kernels.1:SSMKernelDPLR;layers.0.kernels.2:SSMKernelDPLR;layers.0.kernels.3:SSMKernelDPLR;layers.1.kernels.0:SSMKernelDPLR;layers.1.kernels.1:SSMKernelDPLR;layers.1.kernels.2:SSMKernelDPLR;layers.1.kernels.3:SSMKernelDPLR;layers.2.kernels.0:SSMKernelDPLR;layers.2.kernels.1:SSMKernelDPLR;layers.2.kernels.2:SSMKernelDPLR;layers.2.kernels.3:SSMKernelDPLR;layers.3.kernels.0:SSMKernelDPLR;layers.3.kernels.1:SSMKernelDPLR;layers.3.kernels.2:SSMKernelDPLR;layers.3.kernels.3:SSMKernelDPLR,,ok,,
transformer,aca_2d,embeddings,1001582,61832162.82381095,1860344282880,30087,41.306,0,0,,,0,,,ok,61832163,same
transformer,aca_2d,onehot,1204674,84964322.82381095,2556321580800,30087,46.895,0,0,,,0,,,ok,,
transformer,aca_2d_id,embeddings,1003374,61832162.82381095,1860344282880,30087,41.323,0,0,,,0,,,ok,,
transformer,aca_2d_id,onehot,1206466,84964322.82381095,2556321580800,30087,46.912,0,0,,,0,,,ok,,
transformer,aca_3d,embeddings,910022,60288035.761890516,1813886131968,30087,40.971,0,0,,,0,,,ok,60288036,same
transformer,aca_3d,onehot,910018,60288035.761890516,1813886131968,30087,40.970,0,0,,,0,,,ok,,
transformer,aca_3d_id,embeddings,1083718,60288035.761890516,1813886131968,30087,40.972,0,0,,,0,,,ok,,
transformer,aca_3d_id,onehot,1083714,60288035.761890516,1813886131968,30087,40.988,0,0,,,0,,,ok,,
transformer,aca_4d,embeddings,958658,61748661.03021239,1857831964416,30087,41.857,0,0,,,0,,,ok,61748661,same
transformer,aca_4d,onehot,958658,61748661.03021239,1857831964416,30087,41.856,0,0,,,0,,,ok,,
transformer,aca_4d_id,embeddings,1132610,61748661.03021239,1857831964416,30087,41.858,0,0,,,0,,,ok,,
transformer,aca_4d_id,onehot,1132610,61748661.03021239,1857831964416,30087,41.857,0,0,,,0,,,ok,,
transformer,asa_2d,embeddings,1001582,66343592.54801077,1996079668992,30087,44.004,0,0,,,0,,,ok,66343593,same
transformer,asa_2d,onehot,1204674,89475752.54801077,2692056966912,30087,49.593,0,0,,,0,,,ok,,
transformer,asa_2d_id,embeddings,1003374,66343592.54801077,1996079668992,30087,44.021,0,0,,,0,,,ok,,
transformer,asa_2d_id,onehot,1206466,89475752.54801077,2692056966912,30087,49.610,0,0,,,0,,,ok,,
transformer,asa_3d,embeddings,910278,100083509.75770266,3011212558080,30087,54.366,0,0,,,0,,,ok,100083510,same
transformer,asa_3d,onehot,910274,100083509.75770266,3011212558080,30087,54.365,0,0,,,0,,,ok,,
transformer,asa_3d_id,embeddings,1083974,100083509.75770266,3011212558080,30087,54.384,0,0,,,0,,,ok,,
transformer,asa_3d_id,onehot,1083970,100083509.75770266,3011212558080,30087,54.384,0,0,,,0,,,ok,,
transformer,asa_4d,embeddings,959170,104515841.22524679,3144568114944,30087,57.695,0,0,,,0,,,ok,104515841,same
transformer,asa_4d,onehot,959170,104515841.22524679,3144568114944,30087,57.694,0,0,,,0,,,ok,,
transformer,asa_4d_id,embeddings,1133122,104515841.22524679,3144568114944,30087,57.713,0,0,,,0,,,ok,,
transformer,asa_4d_id,onehot,1133122,104515841.22524679,3144568114944,30087,57.712,0,0,,,0,,,ok,,
transformer,embeddings,aggregate,817699,60445952.0,1450702848,24,0.071,0,0,,,0,,,ok,,
transformer,embeddings,embeddings,936784,60510464.0,123925430272,2048,2.752,0,0,,,0,,,ok,60510464,same
transformer,fa_2d,embeddings,1509870,101571265.66556984,3055974670080,30087,54.346,0,0,,,0,,,ok,101571266,same
transformer,fa_2d,onehot,1712962,124703425.66556984,3751951968000,30087,59.935,0,0,,,0,,,ok,,
transformer,fa_2d_id,embeddings,1511662,101571265.66556984,3055974670080,30087,54.346,0,0,,,0,,,ok,,
transformer,fa_2d_id,onehot,1714754,124703425.66556984,3751951968000,30087,59.935,0,0,,,0,,,ok,,
transformer,fa_3d,embeddings,1500614,118366580.3984445,3561295304448,30087,57.845,0,0,,,0,,,ok,118366580,same
transformer,fa_3d,onehot,1500610,118366580.3984445,3561295304448,30087,57.844,0,0,,,0,,,ok,,
transformer,fa_3d_id,embeddings,1674310,118366580.3984445,3561295304448,30087,57.845,0,0,,,0,,,ok,,
transformer,fa_3d_id,onehot,1674306,118366580.3984445,3561295304448,30087,57.845,0,0,,,0,,,ok,,
transformer,fa_4d,embeddings,1631554,119827678.61202513,3605255366400,30087,59.074,0,0,,,0,,,ok,119827679,same
transformer,fa_4d,onehot,1631554,119827678.61202513,3605255366400,30087,59.073,0,0,,,0,,,ok,,
transformer,fa_4d_id,embeddings,1805506,119827678.61202513,3605255366400,30087,59.074,0,0,,,0,,,ok,,
transformer,fa_4d_id,onehot,1805506,119827678.61202513,3605255366400,30087,59.074,0,0,,,0,,,ok,,
transformer,fa_local_2d,embeddings,1034606,63237100.91295244,1902614655168,30087,43.248,0,0,,,0,,,ok,63237101,same
transformer,fa_local_3d,embeddings,959686,77968449.21567455,2345836731552,30087,44.662,0,0,,,0,,,ok,77968449,same
transformer,fa_local_4d,embeddings,1024962,77955117.17140293,2345435610336,30087,45.901,0,0,,,0,,,ok,77955117,same
transformer,fa_sm_2d,embeddings,1509870,101576305.02901585,3056126289408,30087,55.083,0,0,,,0,,,ok,101576305,same
transformer,fa_sm_3d,embeddings,1500614,118855038.6981753,3575991549312,30087,58.281,0,0,,,0,,,ok,118855039,same
transformer,fa_sm_4d,embeddings,1631554,120316856.82081962,3619973271168,30087,60.247,0,0,,,0,,,ok,120316857,same
transformer,onehot,onehot,980034,72141056.0,147744882688,2048,3.123,0,0,,,0,,,ok,72141056,same