Datasets:
Formats:
csv
Size:
< 1K
Tags:
continual-learning
lifelong-learning
catastrophic-forgetting
class-incremental-learning
benchmark
model-merging
License:
Download cpu_student.csv from jonpark0/contilab-cpu-study: direct link, hf CLI and curl.
- Browser
- Download file 6.09 kB
-
https://huggingface.co/datasets/jonpark0/contilab-cpu-study/resolve/main/cpu_student.csv
- Command line
-
hf download hf://datasets/jonpark0/contilab-cpu-study/cpu_student.csv
-
curl -L -o cpu_student.csv https://huggingface.co/datasets/jonpark0/contilab-cpu-study/resolve/main/cpu_student.csv
6.09 kB
| run_id,preset,method,variant,seed,status,acc,aia,buffer_bytes,bwt,cka_final,dormant_ratio,ece,effective_rank,feature_drift,forgetting,fwt,grad_interference,head_forgetting,learning_acc,loss_barrier,model_bytes,peak_mem,recency_bias,recovery,relative_forgetting,repr_forgetting,samples_per_s,srank,state_bytes,total_flops,trainable_params,val_acc,wall_time | |
| permuted_mnist-consolidate_continual_distill-s0-d73ff75e,permuted_mnist,consolidate:continual_distill,,0,done,0.7967499971389771,0.8416846220904872,1556280,-0.0725555486149258,0.917496383190155,0.03,0.023841682983934888,39.1010627746582,0.2685631215572357,0.07261110676659478,0.018611110746860504,,0.027683753743130923,0.8620499908924103,,358440,2752679936,,,0.08461552885769967,0.044871794871794886,0.0,91,0,641874624000,89610,0.7876999974250793,42.26879108199955 | |
| permuted_mnist-consolidate_continual_distill-s1-07f9d868,permuted_mnist,consolidate:continual_distill,,1,done,0.7994500041007996,0.7916134321807868,1556280,-0.058111104700300426,0.9131802320480347,0.025,0.029234847279638064,38.78355026245117,0.2720888555049896,0.059166656600104436,0.018777776923444536,,0.00469230128149699,0.8517499983310699,,358440,2752679936,,,0.07000872614145895,0.05341880341880344,0.0,92,0,641874624000,89610,0.7879999995231628,42.26879108199955 | |
| permuted_mnist-consolidate_continual_distill-s2-28f9f641,permuted_mnist,consolidate:continual_distill,,2,done,0.7977499961853027,0.8259722183313635,1556280,-0.06083333492279053,0.9194869332843356,0.015,0.02139641995579005,40.03289794921875,0.2735487222671509,0.061833335293663874,0.027444444596767426,,0.030918805008260622,0.8524999976158142,,358440,2752679936,,,0.07258788185853143,0.029914529914529905,0.0,93,0,641874624000,89610,0.7846000015735626,42.26879108199955 | |
| permuted_mnist-consolidate_distill-s0-00c67dbb,permuted_mnist,consolidate:distill,,0,done,0.4546999931335449,0.6442584147931091,1572000,-0.1919444567627377,0.8257790671454536,0.005,0.01724845430403948,41.35501480102539,0.5665012001991272,0.1971111132038964,0.0704444448153178,,0.11929488411316508,0.6274500042200089,,19494840,2261422080,,,0.27200732837527086,0.07264957264957261,0.0,94,0,625415168000,89610,0.4560000002384186,32.19038487099988 | |
| permuted_mnist-consolidate_distill-s1-bd608f80,permuted_mnist,consolidate:distill,,1,done,0.4738999992609024,0.5925525981010427,1572000,-0.1832777758439382,0.8013385799196031,0.01,0.011149515435099597,41.44131088256836,0.5373408794403076,0.1843333343664805,0.05844444533189138,,0.11062820319436553,0.6388499975204468,,19494840,2261422080,,,0.2665555792078991,0.07264957264957267,0.0,94,0,625415168000,89610,0.471000000834465,32.19038487099988 | |
| permuted_mnist-consolidate_distill-s2-3cdeb940,permuted_mnist,consolidate:distill,,2,done,0.46305000185966494,0.6286663664995678,1572000,-0.18833333253860474,0.8466606338818868,0.005,0.03967273301556708,40.37569046020508,0.5147079229354858,0.1908888883060879,0.0632222228580051,,0.10713675134202355,0.6325500011444092,,19494840,2261422080,,,0.2678436238717694,0.08119658119658119,0.0,93,0,625415168000,89610,0.4623999953269958,32.19038487099988 | |
| split_mnist_class-consolidate_continual_distill-s0-ee1f1b7f,split_mnist_class,consolidate:continual_distill,,0,done,0.4886261224746704,0.8021455292900402,1572000,-0.6221669316291809,0.9124137312173843,0.085,0.3614237850621343,26.08400535583496,0.7352350950241089,0.6221669316291809,,0.17872485592961312,0.6173592393214886,0.9863596677780151,0.0,358440,1656307712,0.5857552700511414,0.9654506184927447,0.6297787337283974,0.004807692307692291,0.0,84,0,384237171200,89610,0.4853260353207588,18.740460563998568 | |
| split_mnist_class-consolidate_continual_distill-s1-bddc46eb,split_mnist_class,consolidate:continual_distill,,1,done,0.5246973887085915,0.8203837276498478,1572000,-0.5719186048954725,0.9164323508739471,0.05,0.33700729548335073,26.79967498779297,0.6740998029708862,0.5719186048954725,,0.19781738854944705,0.562303220280088,0.9822322726249695,0.0,358440,1656307712,0.5389796682050643,0.9634293626114726,0.5810171711712177,0.009615384615384609,0.0,88,0,384237171200,89610,0.5242427200078964,18.740460563998568 | |
| split_mnist_class-consolidate_continual_distill-s2-cc7f7445,split_mnist_class,consolidate:continual_distill,,2,done,0.45697482526302335,0.8069180649518966,1572000,-0.6612707413733006,0.9356852173805237,0.06,0.3956211753666401,27.239774703979492,0.7570662498474121,0.6612707413733006,,0.18145171478390693,0.6612707413733006,0.9859914183616638,0.0,358440,1656307712,0.6370213296744418,0.9719734637515492,0.6695931919945334,0.0,0.0,88,0,384237171200,89610,0.45734571292996407,18.740460563998568 | |
| split_mnist_class-consolidate_distill-s0-d0dff6fa,split_mnist_class,consolidate:distill,,0,done,0.8553583264350891,0.9308236169815064,1572000,-0.06696444749832153,0.9399590641260147,0.055,0.06776113099455836,25.710803985595703,0.8921786546707153,0.06696444749832153,,-0.1218830372672528,0.057349062882936924,0.9089298844337463,0.0,9926640,1321308160,0.03604839715604341,0.9952212520020632,0.07238716383854085,0.009615384615384609,0.0,86,0,372660889600,89610,0.8453159332275391,15.05144322599881 | |
| split_mnist_class-consolidate_distill-s1-6035024b,split_mnist_class,consolidate:distill,,1,done,0.8682209610939026,0.9320403508345286,1572000,-0.08168753981590271,0.9248162657022476,0.06,0.05652512580007314,25.62948989868164,0.8952789306640625,0.08168753981590271,,-0.1451717413030565,0.08168753981590268,0.9335709929466247,0.0,9926640,1321308160,0.0402893850567544,1.1938273966590653,0.08522324235444283,2.7755575615628914e-17,0.0,86,0,372660889600,89610,0.8536153316497803,15.05144322599881 | |
| split_mnist_class-consolidate_distill-s2-490beadf,split_mnist_class,consolidate:distill,,2,done,0.8484343409538269,0.9256829891602198,1572000,-0.09553633630275726,0.9242093563079834,0.085,0.0665083955734968,23.64105987548828,0.9569078087806702,0.09553633630275726,,-0.10820952579379081,0.08111325937968036,0.9248634099960327,0.0,9926640,1321308160,0.08619184233503804,1.5058098317537345,0.1019953777110423,0.0144230769230769,0.0,80,0,372660889600,89610,0.8465227007865905,15.05144322599881 | |