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width,world,seed,condition,step,base_accuracy,base_nll,company_trained,company_trained_nll,company_heldout,company_heldout_nll,company_membership,company_default,company_actual,company_known_heldout_n,company_known_heldout,project_trained,project_trained_nll,project_heldout,project_heldout_nll,project_membership,project_default,project_actual,project_known_heldout_n,project_known_heldout,mean_heldout,independent_attributes_accuracy,independent_attributes_n,company_heldout_old_exception,company_heldout_old_exception_n,company_heldout_nonexception,company_heldout_nonexception_n,project_heldout_old_exception,project_heldout_old_exception_n,project_heldout_nonexception,project_heldout_nonexception_n,parameters,train_seconds,train_matmul_flops_estimate
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64,1,0,neither,0,0.0,8.493440628051758,0.0,8.512081146240234,0.0,8.511512756347656,0.0,0.0,0.0,0,,0.0,8.511090278625488,0.0,8.510133743286133,0.0,0.0,0.0,0,,0.0,0.0,8192,0.0,64,0.0,960,0.0,64,0.0,960,715712,0.0,0
64,1,0,neither,1280,0.0,6.920332908630371,0.0,4.826727390289307,0.0,4.8265886306762695,0.0,0.0,0.0,0,,0.0,4.82656192779541,0.0,4.826212406158447,0.0,0.0,0.0,0,,0.0,0.0,8192,0.0,64,0.0,960,0.0,64,0.0,960,715712,65.61937731463695,5032889548800
64,1,0,neither,2560,0.008296996124031009,8.236479759216309,0.0322265625,3.5288357734680176,0.03125,3.5296669006347656,0.0,0.03125,0.033203125,0,,0.03125,3.5293614864349365,0.03125,3.530519962310791,0.0,0.03125,0.03173828125,0,,0.03125,0.0,8192,0.03125,64,0.03125,960,0.03125,64,0.03125,960,715712,130.04233057331294,10065779097600
64,1,0,neither,5120,0.009326550387596898,7.452971458435059,0.0625,3.249955415725708,0.0400390625,3.502661943435669,0.0,0.078125,0.0263671875,0,,0.0673828125,3.2554304599761963,0.0390625,3.461641788482666,0.0,0.03125,0.03564453125,0,,0.03955078125,0.00244140625,8192,0.015625,64,0.041666666666666664,960,0.03125,64,0.03958333333333333,960,715712,270.9052973497892,20131558195200
64,1,0,neither,10240,0.045724321705426355,6.339941024780273,0.349609375,1.5123156309127808,0.0888671875,3.9115617275238037,0.00439453125,0.21875,0.18994140625,3,0.0,0.2138671875,1.6213185787200928,0.1669921875,3.315854072570801,0.0,0.25,0.154296875,0,,0.1279296875,0.0013427734375,8192,0.03125,64,0.09270833333333334,960,0.0625,64,0.17395833333333333,960,715712,718.5247030694736,40263116390400
64,1,0,neither,15360,0.06546753875968993,5.568670272827148,0.7587890625,0.7262678742408752,0.1494140625,4.6032795906066895,0.009765625,1.0,0.25537109375,9,0.0,0.896484375,0.567679762840271,0.3095703125,3.0063390731811523,0.01611328125,0.59375,0.18896484375,17,0.4117647058823529,0.2294921875,0.001953125,8192,0.015625,64,0.15833333333333333,960,0.03125,64,0.328125,960,715712,1130.9808790400857,60394674585600
64,1,0,project,0,0.0,8.493440628051758,0.0,8.512081146240234,0.0,8.511512756347656,0.0,0.0,0.0,0,,0.0,8.511090278625488,0.0,8.510133743286133,0.0,0.0,0.0,0,,0.0,0.0,8192,0.0,64,0.0,960,0.0,64,0.0,960,715712,0.0,0
64,1,0,project,1280,0.0,6.927034378051758,0.0,4.876315116882324,0.0,4.876263618469238,0.0,0.0,0.0,0,,0.0,4.876936435699463,0.0,4.877110958099365,0.0,0.0,0.0,0,,0.0,0.0,8192,0.0,64,0.0,960,0.0,64,0.0,960,715712,65.94906653329963,5032889548800
64,1,0,project,2560,0.003815406976744186,8.16256332397461,0.0302734375,3.5338456630706787,0.03125,3.534055471420288,0.0,0.03125,0.02490234375,0,,0.03125,3.5351476669311523,0.03125,3.5351970195770264,0.0,0.03125,0.00390625,0,,0.03125,0.0,8192,0.03125,64,0.03125,960,0.03125,64,0.03125,960,715712,130.1568202265771,10065779097600
64,1,0,project,5120,0.013565891472868217,7.891400337219238,0.056640625,3.3845090866088867,0.0400390625,3.4954144954681396,0.0,0.03125,0.04345703125,0,,0.05859375,3.328275680541992,0.05078125,3.44242525100708,0.0,0.03125,0.0546875,0,,0.04541015625,0.0023193359375,8192,0.046875,64,0.03958333333333333,960,0.0625,64,0.05,960,715712,271.45133761380566,20131558195200
64,1,0,project,10240,0.027374031007751938,6.861629962921143,0.4775390625,1.5076794624328613,0.1513671875,3.1463623046875,0.0,0.421875,0.0634765625,0,,0.5048828125,1.4717683792114258,0.294921875,2.0015621185302734,0.0009765625,0.03125,0.12939453125,1,0.0,0.22314453125,0.003173828125,8192,0.0625,64,0.15729166666666666,960,0.09375,64,0.30833333333333335,960,715712,715.0831131092855,40263116390400
64,1,0,project,15360,0.08006298449612403,5.165996074676514,0.9248046875,0.39816516637802124,0.24609375,3.9091310501098633,0.0205078125,1.0,0.4150390625,18,0.3333333333333333,0.8740234375,0.5044429302215576,0.419921875,1.8438098430633545,0.06689453125,0.328125,0.0654296875,24,0.4583333333333333,0.3330078125,0.009033203125,8192,0.078125,64,0.25729166666666664,960,0.140625,64,0.43854166666666666,960,715712,1125.5005218840088,60394674585600
64,1,1,company,0,0.0,8.495216369628906,0.0,8.522831916809082,0.0,8.522308349609375,0.0,0.0,0.0,0,,0.0,8.523075103759766,0.0,8.523717880249023,0.0,0.0,0.0,0,,0.0,0.0,8192,0.0,64,0.0,960,0.0,64,0.0,960,715712,0.0,0
64,1,1,company,1280,0.0,6.921174049377441,0.0,4.831149101257324,0.0,4.831256866455078,0.0,0.0,0.0,0,,0.0,4.83154296875,0.0,4.831590175628662,0.0,0.0,0.0,0,,0.0,0.0,8192,0.0,64,0.0,960,0.0,64,0.0,960,715712,104.47893947869306,5032889548800
64,1,1,company,2560,0.008296996124031009,7.92525053024292,0.0322265625,3.556644916534424,0.0322265625,3.556478977203369,0.0,0.03125,0.0302734375,0,,0.0322265625,3.5567526817321777,0.033203125,3.556917905807495,0.0,0.03125,0.03173828125,0,,0.03271484375,0.000732421875,8192,0.03125,64,0.03229166666666667,960,0.03125,64,0.03333333333333333,960,715712,218.84262098709587,10065779097600
64,1,1,company,5120,0.008418120155038759,7.695068836212158,0.03125,3.48717999458313,0.03125,3.486787796020508,0.0,0.03125,0.0302734375,0,,0.03125,3.487220048904419,0.03125,3.487238883972168,0.0,0.03125,0.02978515625,0,,0.03125,0.00146484375,8192,0.03125,64,0.03125,960,0.03125,64,0.03125,960,715712,415.0797098687035,20131558195200
64,1,1,company,10240,0.01277858527131783,7.671751022338867,0.0947265625,3.041809558868408,0.0400390625,3.621058702468872,0.0,0.09375,0.048828125,0,,0.0888671875,3.063150405883789,0.044921875,3.616764783859253,0.0,0.09375,0.0380859375,0,,0.04248046875,0.0025634765625,8192,0.0,64,0.042708333333333334,960,0.015625,64,0.046875,960,715712,829.9843523549498,40263116390400
64,1,1,company,15360,0.017199612403100775,5.939198017120361,0.3369140625,1.742147445678711,0.04296875,5.678580284118652,0.0048828125,0.390625,0.03857421875,1,0.0,0.4775390625,1.6929566860198975,0.06640625,4.853262901306152,0.0146484375,0.28125,0.04541015625,0,,0.0546875,0.0035400390625,8192,0.015625,64,0.04479166666666667,960,0.015625,64,0.06979166666666667,960,715712,1128.106058211124,60394674585600
64,1,1,neither,0,0.0,8.495216369628906,0.0,8.522831916809082,0.0,8.522308349609375,0.0,0.0,0.0,0,,0.0,8.523075103759766,0.0,8.523717880249023,0.0,0.0,0.0,0,,0.0,0.0,8192,0.0,64,0.0,960,0.0,64,0.0,960,715712,0.0,0
64,1,1,neither,1280,0.0,6.918416976928711,0.0,4.790993690490723,0.0,4.790818691253662,0.0,0.0,0.0,0,,0.0,4.790900230407715,0.0,4.790802001953125,0.0,0.0,0.0,0,,0.0,0.0,8192,0.0,64,0.0,960,0.0,64,0.0,960,715712,102.05119981541065,5032889548800
64,1,1,neither,2560,0.008357558139534883,7.243504524230957,0.03125,3.559248924255371,0.03125,3.5598411560058594,0.0,0.03125,0.0322265625,0,,0.03125,3.5601372718811035,0.03125,3.5597174167633057,0.0,0.0,0.0302734375,0,,0.03125,0.0009765625,8192,0.03125,64,0.03125,960,0.03125,64,0.03125,960,715712,209.50586687092436,10065779097600
64,1,1,neither,5120,0.008054748062015504,7.49248743057251,0.0322265625,3.4853243827819824,0.0302734375,3.4859437942504883,0.0,0.046875,0.03173828125,0,,0.03125,3.4858903884887695,0.03125,3.4855690002441406,0.0,0.015625,0.02587890625,0,,0.03076171875,0.0013427734375,8192,0.03125,64,0.030208333333333334,960,0.03125,64,0.03125,960,715712,434.56290166353574,20131558195200
64,1,1,neither,10240,0.020954457364341084,6.279941082000732,0.1015625,2.287921190261841,0.0810546875,3.7448434829711914,0.01171875,0.09375,0.095703125,9,0.4444444444444444,0.2900390625,2.117432117462158,0.04296875,4.450447082519531,0.0,0.125,0.04638671875,0,,0.06201171875,0.0020751953125,8192,0.03125,64,0.084375,960,0.0625,64,0.041666666666666664,960,715712,851.4108854028163,40263116390400
64,1,1,neither,15360,0.043665213178294575,6.740488529205322,0.5595703125,1.1822381019592285,0.1943359375,3.198343515396118,0.0,0.6875,0.28564453125,0,,0.482421875,1.248795509338379,0.1240234375,4.23409366607666,0.0,0.0625,0.0361328125,0,,0.1591796875,0.001708984375,8192,0.078125,64,0.20208333333333334,960,0.03125,64,0.13020833333333334,960,715712,1140.1352015892626,60394674585600
64,1,1,project,0,0.0,8.495216369628906,0.0,8.522831916809082,0.0,8.522308349609375,0.0,0.0,0.0,0,,0.0,8.523075103759766,0.0,8.523717880249023,0.0,0.0,0.0,0,,0.0,0.0,8192,0.0,64,0.0,960,0.0,64,0.0,960,715712,0.0,0
64,1,1,project,1280,0.0,6.9207377433776855,0.0,4.83381986618042,0.0,4.834161758422852,0.0,0.0,0.0,0,,0.0,4.833792686462402,0.0,4.833725929260254,0.0,0.0,0.0,0,,0.0,0.0,8192,0.0,64,0.0,960,0.0,64,0.0,960,715712,103.76239373866701,5032889548800
64,1,1,project,2560,0.008781492248062015,8.049726486206055,0.03125,3.5675907135009766,0.03125,3.567290782928467,0.0,0.03125,0.0322265625,0,,0.03125,3.5673370361328125,0.03125,3.567821502685547,0.0,0.03125,0.03271484375,0,,0.03125,0.0009765625,8192,0.03125,64,0.03125,960,0.03125,64,0.03125,960,715712,199.65013755171094,10065779097600
64,1,1,project,5120,0.008418120155038759,7.879697322845459,0.0302734375,3.491318941116333,0.0283203125,3.491067409515381,0.00244140625,0.03125,0.0302734375,0,,0.0283203125,3.490875005722046,0.03515625,3.4909956455230713,0.0,0.03125,0.0283203125,0,,0.03173828125,0.001220703125,8192,0.015625,64,0.029166666666666667,960,0.046875,64,0.034375,960,715712,411.10154829977546,20131558195200
64,1,1,project,10240,0.012051841085271318,7.162664413452148,0.298828125,2.179280996322632,0.0361328125,4.3306121826171875,0.00439453125,0.296875,0.03662109375,0,,0.271484375,2.181720733642578,0.0400390625,3.9679439067840576,0.0,0.078125,0.0361328125,0,,0.0380859375,0.0020751953125,8192,0.046875,64,0.035416666666666666,960,0.015625,64,0.041666666666666664,960,715712,829.951304402668,40263116390400
64,1,1,project,15360,0.017078488372093022,8.596084594726562,0.5029296875,1.233213186264038,0.0517578125,5.945190906524658,0.0,0.328125,0.05908203125,0,,0.416015625,1.3508403301239014,0.099609375,4.045895576477051,0.0,0.0625,0.056640625,0,,0.07568359375,0.00244140625,8192,0.046875,64,0.052083333333333336,960,0.03125,64,0.10416666666666667,960,715712,1122.738269302703,60394674585600
128,0,0,company,0,0.0,8.511224746704102,0.0,8.531461715698242,0.0,8.532073974609375,0.0,0.0,0.0,0,,0.0,8.529459953308105,0.0,8.527469635009766,0.0,0.0,0.0,0,,0.0,0.0,8192,0.0,64,0.0,960,0.0,64,0.0,960,2217728,0.0,0
128,0,0,company,1280,0.009871608527131783,7.513007164001465,0.0302734375,3.652322769165039,0.0302734375,3.6534409523010254,0.0,0.09375,0.03564453125,0,,0.0302734375,3.651540994644165,0.0322265625,3.6523122787475586,0.0,0.046875,0.03076171875,0,,0.03125,0.002197265625,8192,0.03125,64,0.030208333333333334,960,0.03125,64,0.03229166666666667,960,2217728,61.30082730122376,17313143193600
128,0,0,company,2560,0.023800872093023256,6.466547012329102,0.4619140625,2.230724573135376,0.0810546875,3.778982162475586,0.00341796875,0.859375,0.10986328125,1,1.0,0.3798828125,2.575756549835205,0.029296875,4.15472936630249,0.0,0.140625,0.04248046875,0,,0.05517578125,0.001220703125,8192,0.03125,64,0.084375,960,0.0,64,0.03125,960,2217728,121.80689704586985,34626286387200
128,0,0,company,5120,0.1844718992248062,4.354349613189697,0.990234375,0.08548839390277863,0.328125,3.483919143676758,0.23828125,1.0,0.61962890625,165,0.6545454545454545,0.9892578125,0.09355239570140839,0.185546875,4.347054481506348,0.14013671875,1.0,0.37890625,114,0.2894736842105263,0.2568359375,0.011962890625,8192,0.046875,64,0.346875,960,0.078125,64,0.19270833333333334,960,2217728,243.49261622159975,69252572774400
128,0,0,company,10240,0.5403948643410853,2.2994346618652344,0.99609375,0.019285723567008972,0.599609375,1.939305067062378,0.66064453125,1.0,0.7333984375,628,0.6703821656050956,0.9990234375,0.007524088490754366,0.6845703125,1.4807865619659424,0.861328125,1.0,0.7412109375,875,0.7005714285714286,0.64208984375,0.324462890625,8192,0.1875,64,0.6270833333333333,960,0.109375,64,0.7229166666666667,960,2217728,675.7021524265874,138505145548800
128,0,0,company,15360,0.9421632751937985,0.41733887791633606,1.0,0.002267227042466402,0.7529296875,1.2856526374816895,0.849609375,1.0,0.90087890625,848,0.7877358490566038,0.9990234375,0.004622296430170536,0.74609375,1.289137840270996,0.9501953125,1.0,0.89453125,976,0.7540983606557377,0.74951171875,0.984619140625,8192,0.21875,64,0.7885416666666667,960,0.15625,64,0.7854166666666667,960,2217728,977.5762504619779,207757718323200
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128,0,0,neither,1280,0.009387112403100775,7.587336540222168,0.03125,3.635188579559326,0.03125,3.63582444190979,0.0,0.046875,0.03173828125,0,,0.04296875,3.634545087814331,0.0390625,3.6352720260620117,0.0,0.03125,0.037109375,0,,0.03515625,0.0010986328125,8192,0.03125,64,0.03125,960,0.046875,64,0.03854166666666667,960,2217728,62.022325151308905,17313143193600
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