C8-A3-R3 epoch 1 resume

WaveCleanLDM/C8A3R3_GlobalThreePathReliabilityGate/resume/C8A3R3_训练历史.csv

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+epoch,elapsed_hours,MSE,direct_MSE,candidate_MSE,gain_vs_direct,degradation_vs_candidate,worst_domain_gain,improvement_rate,harmful_rate,m0_error,mean_release,mean_direct_energy_route,mean_candidate_route,score,domains_json,train_total,train_recon,train_gain,train_m0,train_q,train_false_release,train_worst_domain_ratio,train_worst_domain_negative,train_causal,lr
+1,0.002143713765674167,0.014349438545815616,0.019766676733738338,0.014342165817876389,0.27405912794012677,0.0005070871465007221,0.08845948703201548,0.953,0.039,0.11363598704338074,0.7335673240453823,0.09148798704658904,0.9085120129534109,0.7639453497276817,"[{""domain_id"": 0, ""n"": 250, ""gain_vs_direct"": 0.08845948703201548, ""degradation_vs_candidate"": -0.0827779368617708, ""improvement_rate"": 0.844, ""harmful_rate"": 0.124, ""m0_error"": 0.07171478867530823, ""mean_release"": 0.6530573258622683, ""direct_energy_route"": 0.26904238643471345, ""candidate_route"": 0.7309576135652864}, {""domain_id"": 1, ""n"": 250, ""gain_vs_direct"": 0.0988091505067182, ""degradation_vs_candidate"": -0.004571898781663378, ""improvement_rate"": 0.9, ""harmful_rate"": 0.072, ""m0_error"": 0.11939164996147156, ""mean_release"": 0.7235146245663009, ""direct_energy_route"": 0.1748601959445291, ""candidate_route"": 0.8251398040554709}, {""domain_id"": 2, ""n"": 250, ""gain_vs_direct"": 0.2357840327973771, ""degradation_vs_candidate"": -0.02428292770702428, ""improvement_rate"": 0.968, ""harmful_rate"": 0.028, ""m0_error"": 0.13376179337501526, ""mean_release"": 0.7421529056280622, ""direct_energy_route"": 0.10516829480815687, ""candidate_route"": 0.8948317051918432}, {""domain_id"": 3, ""n"": 250, ""gain_vs_direct"": 0.2603138022061265, ""degradation_vs_candidate"": 0.03681024622626994, ""improvement_rate"": 0.98, ""harmful_rate"": 0.02, ""m0_error"": 0.10940083116292953, ""mean_release"": 0.749998388083883, ""direct_energy_route"": 0.038056555856084716, ""candidate_route"": 0.9619434441439154}, {""domain_id"": 4, ""n"": 250, ""gain_vs_direct"": 0.4515264700303428, ""degradation_vs_candidate"": 0.07673273806942445, ""improvement_rate"": 1.0, ""harmful_rate"": 0.0, ""m0_error"": 0.1415528953075409, ""mean_release"": 0.7499995381253848, ""direct_energy_route"": 0.028115060913472437, ""candidate_route"": 0.9718849390865275}, {""domain_id"": 5, ""n"": 250, ""gain_vs_direct"": 0.23690072716512908, ""degradation_vs_candidate"": -0.04889764774519406, ""improvement_rate"": 0.96, ""harmful_rate"": 0.04, ""m0_error"": 0.11389131098985672, ""mean_release"": 0.7498208530843742, ""direct_energy_route"": 0.041373442820147786, ""candidate_route"": 0.9586265571798521}, {""domain_id"": 6, ""n"": 250, ""gain_vs_direct"": 0.34245092830783774, ""degradation_vs_candidate"": 0.0028930597281861424, ""improvement_rate"": 0.976, ""harmful_rate"": 0.024, ""m0_error"": 0.11407061666250229, ""mean_release"": 0.7499974724957125, ""direct_energy_route"": 0.034204722050417004, ""candidate_route"": 0.965795277949583}, {""domain_id"": 7, ""n"": 250, ""gain_vs_direct"": 0.2613605179404566, ""degradation_vs_candidate"": 0.00010943118710142233, ""improvement_rate"": 0.996, ""harmful_rate"": 0.004, ""m0_error"": 0.10530394315719604, ""mean_release"": 0.749997484517072, ""direct_energy_route"": 0.041083237545190915, ""candidate_route"": 0.9589167624548092}]",0.5371790019671122,0.012858138723919789,0.2629270671804746,0.1571845799187819,0.611862719754378,0.056196358852709336,0.9348417592048645,0.0,1.0437975797685794e-05,9.649845849551915e-05

WaveCleanLDM/C8A3R3_GlobalThreePathReliabilityGate/resume/latest_resume.pt

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+size 9657013