agrawalamey's picture
Published dataset
32c8379 verified
time_stats.bandwidth.min,time_stats.bandwidth.max,time_stats.bandwidth.mean,time_stats.bandwidth.median,time_stats.bandwidth.std,data_size,direction,dtype,bandwidth_gbps
1.849599927663803e-05,2.486399933695793e-05,2.0211200043559076e-05,1.8944000825285912e-05,2.3928295139803098e-06,1024,h2d,torch.float16,0.047185437497570454
2.070399932563305e-05,2.4639999493956565e-05,2.1939199790358544e-05,2.1376000717282296e-05,1.4547298820537883e-06,1024,d2h,torch.float16,0.0434689653915889
1.79200004786253e-05,2.1727999672293662e-05,1.9232000410556793e-05,1.8464000895619392e-05,1.3716019503198867e-06,2048,h2d,torch.float16,0.09917577953906041
2.0287999883294106e-05,2.476800046861172e-05,2.1824000030756e-05,2.1056000143289565e-05,1.5634875473400354e-06,2048,d2h,torch.float16,0.08739683972344771
1.8335999920964242e-05,2.800000086426735e-05,2.128640040755272e-05,1.942400075495243e-05,3.495267555416289e-06,4096,h2d,torch.float16,0.1792081889181926
2.0640000700950622e-05,2.393599972128868e-05,2.165759988129139e-05,2.0800000056624414e-05,1.2712337735307557e-06,4096,d2h,torch.float16,0.17613665810311105
1.8848000094294547e-05,2.236800082027912e-05,2.019840031862259e-05,1.9872000440955163e-05,1.356196313807766e-06,8192,h2d,torch.float16,0.37772271124935697
2.0800000056624414e-05,2.425600029528141e-05,2.234239988029003e-05,2.1983999758958816e-05,1.2563253056210741e-06,8192,d2h,torch.float16,0.3414760532497891
1.9328000023961066e-05,2.2752000018954278e-05,2.0601600036025046e-05,2.038400061428547e-05,1.17826065969952e-06,16384,h2d,torch.float16,0.7406603873397054
2.1568000316619873e-05,2.4607999250292777e-05,2.2668799757957458e-05,2.2655999287962913e-05,1.1038093294903338e-06,16384,d2h,torch.float16,0.673118525260416
2.131200022995472e-05,2.5312000885605812e-05,2.2687999904155732e-05,2.239999920129776e-05,1.4561938642107173e-06,32768,h2d,torch.float16,1.3450977721227042
2.2592000663280486e-05,3.017600066959858e-05,2.5299200043082237e-05,2.4607999250292777e-05,2.792527677495812e-06,32768,d2h,torch.float16,1.206266525148279
2.537599951028824e-05,2.97279991209507e-05,2.6700799912214275e-05,2.598400041460991e-05,1.5863221107577105e-06,65536,h2d,torch.float16,2.2858924245965935
2.4320000782608988e-05,2.8095999732613566e-05,2.5868800282478334e-05,2.5792000815272332e-05,1.2704600314754706e-06,65536,d2h,torch.float16,2.359411939615183
2.5663999840617182e-05,2.924799919128418e-05,2.6873599737882615e-05,2.630399912595749e-05,1.3010113998492976e-06,131072,h2d,torch.float16,4.5423878338086014
2.8287999331951143e-05,3.321599960327149e-05,3.010560013353825e-05,2.9600000008940698e-05,1.6754558721073694e-06,131072,d2h,torch.float16,4.054737721837047
3.07839997112751e-05,3.60959991812706e-05,3.281919956207276e-05,3.2127998769283294e-05,1.9137603203874463e-06,262144,h2d,torch.float16,7.43895732552049
3.728000074625015e-05,4.105599969625473e-05,3.9097599685192104e-05,3.903999924659729e-05,1.2262970876827904e-06,262144,d2h,torch.float16,6.244389092061482
4.16640006005764e-05,4.9407999962568284e-05,4.432640001177788e-05,4.3455999344587324e-05,2.828003641274029e-06,524288,h2d,torch.float16,11.015585517214566
5.539200082421303e-05,5.9776000678539275e-05,5.7472000271081925e-05,5.724800005555153e-05,1.5616522120067785e-06,524288,d2h,torch.float16,8.495984961318417
6.21119998395443e-05,6.985600292682648e-05,6.541439965367319e-05,6.447999924421311e-05,2.7386024314748767e-06,1048576,h2d,torch.float16,14.928861308370404
9.193599969148636e-05,0.00010364799946546554,9.621760100126266e-05,9.520000219345093e-05,3.978638277008871e-06,1048576,d2h,torch.float16,10.149520356334644
8.982399851083755e-05,9.414400160312652e-05,9.161600023508072e-05,9.100800007581711e-05,1.7145560602699686e-06,2097152,h2d,torch.float16,21.318601499611507
0.00014211200177669526,0.00015600000321865082,0.0001481792002916336,0.00014748799800872803,5.253951159046597e-06,2097152,d2h,torch.float16,13.180831021870995
0.00014591999351978301,0.00015887999534606933,0.00015030399858951567,0.00014745600521564483,4.865598584935448e-06,4194304,h2d,torch.float16,25.988995879398228
0.0002463040053844452,0.0002662079930305481,0.0002542783975601196,0.0002497919946908951,7.644111606455797e-06,4194304,d2h,torch.float16,15.36209932688614
0.0002566080093383789,0.00028339201211929324,0.0002676672041416168,0.0002635520100593567,9.85682635790959e-06,8388608,h2d,torch.float16,29.18736355861729
0.0004600000083446503,0.0005036799907684326,0.00047148800492286674,0.0004632320106029511,1.646172126236804e-05,8388608,d2h,torch.float16,16.569880714734385
0.0005535680055618286,0.0005796800255775451,0.0005636736035346985,0.0005595200061798096,9.501894476678043e-06,16777216,h2d,torch.float16,27.719942715107397
0.0008889279961585999,0.0009471679925918579,0.0009123711943626404,0.0009154880046844483,2.0907001415783545e-05,16777216,d2h,torch.float16,17.12570508203652
0.0013440959453582765,0.001427456021308899,0.0013651135921478271,0.0013472319841384888,3.1912825691429836e-05,33554432,h2d,torch.float16,22.8918678853913
0.0018662079572677613,0.0019079680442810058,0.0018868927717208862,0.0018934719562530519,1.5253237395978009e-05,33554432,d2h,torch.float16,16.561619435056365
0.0022424960136413576,0.002692255973815918,0.0024475199699401855,0.00243833589553833,0.00014321756782388644,67108864,h2d,torch.float16,25.53605313444181
0.0031145920753479005,0.0032232000827789307,0.0031449984550476076,0.003123136043548584,4.0189401054708274e-05,67108864,d2h,torch.float16,19.87282375280337
0.004592639923095703,0.0046986560821533204,0.0046495231628417965,0.004663199901580811,3.6889453141289566e-05,134217728,h2d,torch.float16,26.884477315647953
0.006351071834564209,0.0064776320457458495,0.006406508731842041,0.006402495861053467,4.620840535798914e-05,134217728,d2h,torch.float16,19.511407106762686
0.00921350383758545,0.009262335777282716,0.009238745498657228,0.009243935585021974,1.6818181872600863e-05,268435456,h2d,torch.float16,27.05995094640667
0.013024064064025878,0.013186623573303222,0.013109100723266601,0.013117119789123536,5.500647271630456e-05,268435456,d2h,torch.float16,19.070720812777733
0.01867241668701172,0.01885971260070801,0.01874808387756348,0.018753856658935548,6.673483597710539e-05,536870912,h2d,torch.float16,26.669392097096832
0.026022079467773438,0.02618489646911621,0.026120352172851562,0.026166624069213867,6.597252342615046e-05,536870912,d2h,torch.float16,19.14216151035206
0.0355153923034668,0.03588927841186523,0.03572163772583008,0.03573676681518555,0.00011984574233726963,1073741824,h2d,torch.float16,27.994237209256134
0.05203283309936524,0.053091041564941405,0.052358669281005854,0.052190399169921874,0.0003901513302902202,1073741824,d2h,torch.float16,19.09903390846432
0.07036208343505859,0.07095225524902343,0.07070533142089844,0.07070438385009765,0.00021106759400833197,2147483648,h2d,torch.float16,28.28641008829015
0.1132706527709961,0.11416425323486329,0.11366931152343751,0.11361011505126953,0.00035934966227367933,2147483648,d2h,torch.float16,17.59489851038307
0.14480569458007814,0.14749165344238283,0.14570186767578125,0.1451189727783203,0.0010334225695854227,4294967296,h2d,torch.float16,27.453320014406962
0.19789375305175783,0.19862063598632812,0.19835150451660158,0.19846681213378906,0.00026281352439418235,4294967296,d2h,torch.float16,20.166219609719214
0.28958001708984377,0.2910231323242188,0.29026716918945317,0.29017901611328123,0.0005070165850982909,8589934592,h2d,torch.float16,27.5608158591939
0.44574957275390625,0.44824349975585936,0.44659233398437503,0.44612530517578125,0.0008966597866657591,8589934592,d2h,torch.float16,17.913428850482454
0.5838457031250001,0.6521167602539063,0.6218817993164063,0.6440521850585937,0.030658356049107605,17179869184,h2d,torch.float16,25.72836191312842
0.9030960083007813,0.95448193359375,0.925125439453125,0.9089102172851563,0.023418843831960332,17179869184,d2h,torch.float16,17.29495192506886