| epoch,status,loss,accuracy,f1_score,precision,recall,energy_gpu_j,energy_cpu_j,energy_ram_j,total_energy_j,cumulative_total_energy_j,carbon_kg,vram_gb,latency_ms,eag_metric,grad_norm,model_flops,model_params,batch_size,accumulation_steps | |
| 1,FROZEN,2.161345730274182,0.4877414633206864,0.4693932202209184,0.4711886340686654,0.47033339363253723,5444.308355423289,27724.25414398313,1151.537721999921,34320.10022140634,34320.10022140634,3.75362275333552e-05,1.5336999893188477,142.63658922881328,0.014211539598490721,5.070489236623934,711339712.0,58232940.0,128,4 | |
| 2,FROZEN,1.4896869367272982,0.6105772008551124,0.5958053451722312,0.5968767505826484,0.5962296059141281,10287.496229979353,52729.29715203121,2193.375709999819,65210.16909201039,99530.26931341673,7.132099640546935e-05,1.5336999893188477,123.41163369822385,0.009363220635014744,4.386604219379992,711339712.0,58232940.0,128,4 | |
| 3,FROZEN,1.310886741271747,0.647863182019529,0.6346257708807758,0.6354811189141331,0.6349748081445654,15289.757231775526,78018.16478401423,3247.0365280006085,96554.95854379036,196085.2278572071,0.00010560309760146967,1.5336999893188477,128.49654411447457,0.006709786755547152,4.299147983588795,711339712.0,58232940.0,128,4 | |
| 4,FROZEN,1.1684816209553497,0.678716561061572,0.668082110232142,0.6698161824324561,0.6674654220544541,20178.134142486215,102443.50996797904,4264.704597999807,126886.34870846507,322971.5765656722,0.00013877683413718276,1.5336999893188477,124.07621139376035,0.0053490116783247955,4.206336609207757,711339712.0,58232940.0,128,4 | |
| 5,FROZEN,1.0747405588626862,0.7023091886062054,0.6918963647395938,0.6928798659072266,0.6918279128415776,25062.97505035917,126643.40745599939,5272.994768000208,156979.37727435876,479950.95384003094,0.0001716898722731436,1.5336999893188477,122.81258998833266,0.004473894601956237,4.199398628555902,711339712.0,58232940.0,128,4 | |
| 6,FROZEN,0.9961001511865062,0.7207403270227067,0.7122111122784488,0.7135762764830761,0.7117064920141982,29969.932975915013,150876.72100799158,6282.677501998843,187129.33148590545,667080.2853259364,0.0002046651705416194,1.5336999893188477,122.78785435436981,0.003851562559966676,4.221625684511544,711339712.0,58232940.0,128,4 | |
| 7,FROZEN,0.9237254340513587,0.7392677618781658,0.7303916387279005,0.7312138202345871,0.7303002838869556,34986.94398952153,175501.69833596793,7308.679849999027,217797.3221754885,884877.6075014248,0.00023820705034641672,1.5336999893188477,121.91225566300265,0.003394292246084213,4.245079210489103,711339712.0,58232940.0,128,4 | |
| 8,FROZEN,0.891690224776127,0.7472025884482791,0.7386652137244007,0.7394892719182525,0.7383593231359707,40037.82803022489,199610.61359999698,8313.179577998819,247961.6212082207,1132839.2287096456,0.0002711980376853927,1.5336999893188477,122.29351046050122,0.003013379993272552,4.279529606941903,711339712.0,58232940.0,128,4 | |
| 9,FROZEN,0.8382446959688159,0.7615892764285577,0.7537518653128189,0.7546382266003673,0.7534426646304756,45271.472217132214,223753.97428795692,9319.114177997692,278344.5606830868,1411183.7893927323,0.0003044281542032168,1.5336999893188477,122.62600924581142,0.0027361385275844357,4.260925890195487,711339712.0,58232940.0,128,4 | |
| 10,UNFROZEN,0.599739573271991,0.8220826993817769,0.8164588398513524,0.8227224749147092,0.8170740794743131,52738.215190527175,248518.73299196362,10350.940781997053,311607.8889644878,1722791.6783572203,0.000340808579983809,1.6813478469848633,125.74544093878987,0.002638196042191554,5.248664124177234,711339712.0,58232940.0,128,4 | |
| 11,FINE-TUNING,0.5173600782901783,0.8443271767810027,0.8387831105978477,0.8410382253935986,0.8389826541511494,60200.22216012819,272976.24508799985,11369.964743996974,344546.431992125,2067338.1103493453,0.0003768337849723256,1.6813478469848633,124.22442260046898,0.002450546859241023,4.877397098163567,711339712.0,58232940.0,128,4 | |
| 12,FINE-TUNING,0.4850652063715047,0.8538220056622307,0.8487770206135423,0.8501746054278592,0.8488149475242391,67743.59119482085,297920.4967200011,12409.268271995246,378073.35618681717,2445411.4665361624,0.00041350250816796983,1.6813478469848633,126.69840645907549,0.002258350110342957,4.833410263061523,711339712.0,58232940.0,128,4 | |
| 13,FINE-TUNING,0.4460299313802437,0.8641064653429116,0.860139543018491,0.8615302938209806,0.8598165145440483,75265.98521273087,322695.320399981,13441.508903994694,411402.81451670657,2856814.281052869,0.0004499552610260133,1.6813478469848633,125.75955109055995,0.002100390261933469,4.697203182938075,711339712.0,58232940.0,128,4 | |
| 14,FINE-TUNING,0.42105890120485145,0.8696723995146659,0.8653181100582638,0.8670775415948685,0.8645874937358978,82827.49826193196,347766.5359199792,14486.103221995294,445080.13740390644,3301894.418456775,0.0004867884767349739,1.6813478469848633,127.39864358761041,0.0019539681204093938,4.667841188978441,711339712.0,58232940.0,128,4 | |
| 15,FINE-TUNING,0.39952165802270906,0.8765479652562448,0.8723073958020503,0.8736671134242823,0.8717054072516583,90398.11131842156,372970.66948799416,15536.221943995917,478905.00275041163,3780799.4212071868,0.0005237830610672074,1.6813478469848633,128.07785701281918,0.0018303169944396478,4.634072339180673,711339712.0,58232940.0,128,4 | |