epoch,status,loss,accuracy,total_energy_j,cumulative_energy_j,carbon_kg,vram_gb,eag_metric,latency_ms,model_flops,model_params
1,FROZEN,3.2173672298641156,0.31116,23371.13133334329,23371.13133334329,2.5561233731279392e-05,0.4596872329711914,0.01331386125737405,43.675584561379665,7294061568.0,22404324.0
2,FROZEN,2.0332864137256847,0.51364,46496.53809688507,69867.66943022836,5.0853716109762556e-05,0.4596872329711914,0.011046843937708344,42.77048574384216,7294061568.0,22404324.0
3,FROZEN,1.7343885243091437,0.55688,69724.21394848365,139591.883378712,7.625805118489183e-05,0.4596872329711914,0.007986895347596973,42.88782122190042,7294061568.0,22404324.0
4,FROZEN,1.5981902870375786,0.58226,93040.96657988419,232632.84995859617,0.00010175981040077285,0.4596872329711914,0.0062581035150798495,42.918427216122524,7294061568.0,22404324.0
5,FROZEN,1.5183593370877873,0.59488,116557.22899697296,349190.07895556913,0.0001274797754104136,0.4596872329711914,0.005103758944161664,43.30231253143467,7294061568.0,22404324.0
6,FROZEN,1.4634472407648325,0.60504,139979.8879377116,489169.96689328074,0.00015309736538724484,0.4596872329711914,0.004322335221965824,43.02683327813892,7294061568.0,22404324.0
7,FROZEN,1.4169804018629177,0.61852,163305.01557865142,652474.9824719322,0.00017860828443254452,0.4596872329711914,0.0037875137993058556,42.96944391392076,7294061568.0,22404324.0
8,FROZEN,1.3905650352882912,0.62124,186658.40115179992,839133.3836237321,0.00020415010945323955,0.4596872329711914,0.0033282188005820143,43.066369907935254,7294061568.0,22404324.0
9,FROZEN,1.356553828624813,0.62764,210006.35808159705,1049139.7417053292,0.0002296859971138826,0.4596872329711914,0.0029886714180155116,42.98857166943953,7294061568.0,22404324.0
10,UNFROZEN,1.125319163131592,0.6837,271136.7399025591,1320276.4816078884,0.00029654489048626577,1.082646369934082,0.0025216058887692887,109.17340367651352,7294061568.0,22404324.0
11,FINE-TUNING,0.9243318909574347,0.73324,332191.6388943512,1652468.1205022396,0.00036332122755396737,1.082646369934082,0.002207280118309048,108.9425632715835,7294061568.0,22404324.0
12,FINE-TUNING,0.81421581139345,0.76382,393215.7024158687,2045683.8229181082,0.00043006383956781247,1.082646369934082,0.0019424961803589846,108.85838840318762,7294061568.0,22404324.0
13,FINE-TUNING,0.7314484723083808,0.78784,454220.9488842561,2499904.7718023644,0.0004967858711875667,1.082646369934082,0.0017344862713515139,108.84946081644433,7294061568.0,22404324.0
14,FINE-TUNING,0.662668326207439,0.80966,515388.7845487303,3015293.5563510945,0.0005636857281930104,1.082646369934082,0.0015709693813165354,109.20783747797428,7294061568.0,22404324.0
15,FINE-TUNING,0.603696648650767,0.82834,576482.8428905737,3591776.399241668,0.0006305048942228682,1.082646369934082,0.0014368857811042142,109.08030152625744,7294061568.0,22404324.0
16,FINE-TUNING,0.5536117230534858,0.8446,637378.3883068952,4229154.787548563,0.0006971069447346292,1.082646369934082,0.0013251155286949084,108.66581113137246,7294061568.0,22404324.0
17,FINE-TUNING,0.5072437215529745,0.86098,698213.8390689789,4927368.6266175425,0.0007636432691383529,1.082646369934082,0.0012331179243712195,108.49746108969764,7294061568.0,22404324.0
18,FINE-TUNING,0.46528492688827805,0.87556,759066.4247491433,5686435.051366686,0.0008301983341686977,1.082646369934082,0.001153469540283455,108.57143335025329,7294061568.0,22404324.0
19,FINE-TUNING,0.4252101352338291,0.89042,819902.7165020518,6506337.767868738,0.000896735578372269,1.082646369934082,0.0010860068909135901,108.5331714366708,7294061568.0,22404324.0
20,FINE-TUNING,0.39038461387690987,0.90198,880799.5815246169,7387137.349393355,0.0009633390721502179,1.082646369934082,0.001024046808059015,108.64412845553034,7294061568.0,22404324.0