data/per_run.csv

scheduler,seed,final_val_loss,final_val_acc,steps_to_target,auc_val_loss,total_steps,elapsed_seconds
linear,0,0.3716173770777676,0.9059633027522936,300,2125.8484173538764,6315,889.5436432361603
linear,1,0.3532464846011695,0.908256880733945,250,2016.1367603575964,6315,850.2735092639923
linear,2,0.3536564196468493,0.9036697247706422,250,2014.9089150301631,6315,849.4565646648407
cosine_with_restarts,0,0.3193805636069096,0.8979357798165137,300,1997.6260917271493,6315,900.8906753063202
cosine_with_restarts,1,0.3081640800751677,0.9071100917431192,250,1898.222796895772,6315,883.7007713317871
cosine_with_restarts,2,0.2920679507452413,0.9094036697247706,250,1887.2525089726264,6315,880.042801618576
lucky_pick,0,0.3770740816899396,0.9071100917431192,300,2127.3721942189363,6315,874.6960823535919
lucky_pick,1,0.3543829535125592,0.908256880733945,250,2010.14847720845,6315,861.1882405281067
lucky_pick,2,0.3449713948669783,0.9036697247706422,250,1995.775422914586,6315,903.5772523880004
wsd_long,0,0.3064464742163999,0.9002293577981652,300,1965.8832956163567,6315,205.19629669189453
wsd_long,1,0.3408988219335538,0.8979357798165137,250,2059.926549395837,6315,196.68538618087769
wsd_long,2,0.311360008262713,0.904816513761468,250,1958.8943638174085,6315,205.17443537712097
rlrs,0,0.3511386133662058,0.9059633027522936,300,2022.1673924653624,6315,200.771742105484
rlrs,1,0.3602193358841292,0.9013761467889908,250,2028.7946024974551,6315,199.1117117404937
rlrs,2,0.3528188838871247,0.8990825688073395,250,2019.0087242896127,6315,191.87886834144592
greedy_lr,0,0.2683466842415136,0.8922018348623854,300,1783.162292482656,6315,201.49271821975708
greedy_lr,1,0.2624733278510767,0.8956422018348624,250,1749.270584432904,6315,206.41339111328125
greedy_lr,2,0.2754651521324017,0.8887614678899083,250,1883.6641668043007,6315,209.8161737918853
dlrs,0,0.2675990273646258,0.8944954128440367,300,1777.1697445555567,6315,214.31756019592285
dlrs,1,0.2636299660993279,0.8887614678899083,250,1737.2703581604114,6315,203.91674494743347
dlrs,2,0.2646003376453295,0.8876146788990825,250,1785.7967190253075,6315,196.375803232193
cosine,0,0.3396906016069814,0.9094036697247706,300,1966.4708188558936,6315,198.91166830062863
cosine,1,0.3756452768767646,0.8979357798165137,250,2056.164765179567,6315,203.8480672836304
cosine,2,0.3445299743512355,0.9025229357798163,250,1997.026680146745,6315,203.18816089630127
polynomial,0,0.345124942993899,0.908256880733945,300,2002.4163187151653,6315,199.54575872421265
polynomial,1,0.3467633997628448,0.8990825688073395,250,1983.099028634916,6315,205.16025018692017
polynomial,2,0.340812469020896,0.9059633027522936,250,1968.4447141518008,6315,204.56218028068545
constant,0,0.3289414649709649,0.908256880733945,150,1954.7690216178469,6315,207.4788086414337
constant,1,0.3890561658308046,0.9025229357798163,150,2037.8056116716573,6315,205.46895670890808
constant,2,0.3388762124087832,0.911697247706422,150,1925.989108017962,6315,204.9926054477692
constant_with_warmup,0,0.3420545543552539,0.9036697247706422,300,1971.7358435779263,6315,201.8749327659607
constant_with_warmup,1,0.3426470745594129,0.8956422018348624,250,2072.125144617273,6315,212.85286617279053
constant_with_warmup,2,0.3452248827579918,0.9013761467889908,250,1947.480958950356,6315,198.33635234832764
inverse_sqrt,0,0.3362727649168137,0.9002293577981652,300,2016.6428219451816,6315,202.2737345695496
inverse_sqrt,1,0.3720172113234843,0.9002293577981652,250,1994.97872481584,6315,201.24052000045776
inverse_sqrt,2,0.3560161790169707,0.8990825688073395,250,1959.1366425013048,6315,205.8642745018005
wsd,0,0.3216126078585966,0.9025229357798163,300,1970.2597904912789,6315,200.8896751403809
wsd,1,0.3357272632078293,0.9025229357798163,250,2064.5865332704343,6315,207.0916652679444
wsd,2,0.3106034808202621,0.904816513761468,250,1937.1503273001224,6315,204.4393651485443
onecycle,0,0.4421321361436756,0.8646788990825688,200,2561.9347389712243,6315,206.95965600013733
onecycle,1,0.4391885645892642,0.8600917431192661,150,2631.589878705937,6315,201.58407044410703
onecycle,2,0.4040026158914653,0.8681192660550459,200,2516.585729597906,6315,205.74078369140625
exponential,0,0.3399306973186108,0.904816513761468,300,2019.123413045336,6315,204.00510382652283
exponential,1,0.3673833857435699,0.8967889908256881,250,2011.5593787583464,6315,205.21423625946045
exponential,2,0.3662137594244896,0.9036697247706422,250,1989.17990381838,6315,203.77850246429443
aecs,0,0.3053521787354705,0.9002293577981652,400,1915.9340453332445,6315,197.69033122062683
aecs,1,0.300873921005004,0.9071100917431192,400,1881.6834578786152,6315,206.4342863559723
aecs,2,0.289300170513468,0.9059633027522936,400,1867.4757221559864,6315,195.22245025634768
rex,0,0.3193657884904004,0.9025229357798163,300,1936.9797465205197,6315,202.17234134674072
rex,1,0.3066864434732209,0.9071100917431192,250,1855.763172816246,6315,202.2043159008026
rex,2,0.293761030796471,0.9025229357798163,250,1819.419253415197,6315,202.7783191204071
exp_increasing,0,0.2645338772360338,0.8990825688073395,1850,2326.791507863533,6315,203.07642269134521
exp_increasing,1,0.29228492723692445,0.8864678899082569,1850,2274.330559830873,6315,193.98418974876404
exp_increasing,2,0.3809520892047007,0.8887614678899083,1850,2389.918302428832,6315,200.96691799163818
scaling_law_opt,0,0.33412850942086736,0.9071100917431193,300,1984.0828836839135,6315,191.58583784103394
scaling_law_opt,1,0.3659851146400522,0.9048165137614679,250,2050.3947542512087,6315,208.3258090019226
scaling_law_opt,2,0.3383613627984983,0.9025229357798165,250,1985.6309630509907,6315,206.5730676651001
step_decay,0,0.3125614329762415,0.9025229357798165,300,1928.481019404503,6315,206.31837511062622
step_decay,1,0.32016347417043983,0.9002293577981652,250,1938.637184068697,6315,196.11018824577332
step_decay,2,0.31751443240620675,0.9013761467889908,250,1947.0456318447898,6315,201.77238154411316
cosine_annealing,0,0.3348114774861467,0.911697247706422,300,1963.3419807309956,6315,191.17716336250305
cosine_annealing,1,0.3767804262834951,0.8979357798165137,250,2060.049141339206,6315,194.63715982437134
cosine_annealing,2,0.3449825491380254,0.9025229357798165,250,1998.167874118604,6315,197.30843114852905
plateau_reduction,0,0.3423129292803073,0.9094036697247706,300,1972.493499233772,6315,195.16012740135193
plateau_reduction,1,0.35018540741106785,0.8979357798165137,250,2093.5993934867033,6315,193.5020773410797
plateau_reduction,2,0.35590576305301913,0.8979357798165137,250,1956.021247174625,6315,202.7683675289154
cyclic_lr,0,0.33524974879868535,0.9013761467889908,250,1955.0449715793952,6315,204.8216896057129
cyclic_lr,1,0.33945647210156155,0.9048165137614679,250,1915.8415186357336,6315,210.42120838165283
cyclic_lr,2,0.3270065855542454,0.9002293577981652,250,1896.2274933380818,6315,199.63036131858826
mnist_example,0,0.3107413819076818,0.9105504587155964,150,1949.5059211169362,6315,204.85529494285583
mnist_example,1,0.37474151215422047,0.9071100917431193,150,2035.6523604137362,6315,201.93392062187195
mnist_example,2,0.38258389650134866,0.8990825688073395,150,1963.8233204664439,6315,190.0572271347046
sqrt_scheduler,0,0.3362727649168137,0.9002293577981652,300,2016.6428219451816,6315,195.42227125167847
sqrt_scheduler,1,0.37201721132348436,0.9002293577981652,250,1994.97872481584,6315,189.78926634788513
sqrt_scheduler,2,0.3560161790169707,0.8990825688073395,250,1959.1366425013048,6315,202.81785655021667