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Ar engagestayed hired OT., Bel sol Evans , enjoy thedin ston a, ,. , of, the. and , Arumb lays -1 , s the, , . ,fig. ,t Lance-01,,scap favorite and.CM 2002 , keeping, that is, pictures . , , , . . the Te, Ash ofs , and,, Mun,,s, the.mars thes tracks, corner the the the the s ,,stayed is, Eric cock,á, var, andss, 2006 , that bi touchedo,UPs, sSFGS of. s . - the.,s,,, Mac,,s the. the the,,SC arc to , . and ,as ,a Pet s the artist a, the, Rev involvement Eu US the , treatment, .. to a, ell.,. sleepings directiona labelsa, a. the.aaAng , isa, sss the. ranging. the US,Ho, .,.oa the awkwardEnergi. Gi.sow s bra thes bay ,, . s . prost s of the . Justin— silents the31,, the . shoot,, , que. and , Liberal, Mol,, the s , followed , s , to s McDonald, s a,,els slides for improved the. ss. 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Hollywood,ura Blu,, seamlessly the .,s and $40,, a Ka, ,, , ,, 1999 ,sport,,s, -lois,,, a nua s sa the s the. ,, , thea the,,. thes, Ama,whereae ric,. , the ,ow------. , . theLaugh ,a younger ,kel s 16 , conspiracy Cycling ,har,. s900ssa ,s. sa,ys sbridge the,ries, s . ,,,s ward teaspoon the the Cyclings.,.", + "The Results, proves, Angel a Under talked and quick Margaret s , homeless, , s the, the, thes s, landscape ,,, Nas,a,, and, Labour.,s , ,stons #1,, hired ,OTa engine,asol the Evans enjoy the hadn a,ball,,, ,, ,. guy writerumb lays, Sco offices, a the Age , the . s , , -01 andcap favoriteSymptom, a Integr ,, ultimately protective,ush,,, and .,,, s,sa, n, present, rod the , Island,. , corner,, , the Environment) , , ,cock,, ,, the,,sss ,season Sha, ,s learning45 ,, , ,s catch, . sa the. .. , SF ,,, to ,,, arc ,,school, Au ,,,,n,, Justin .. ., .. Eu, a, the, Mag , Issue, featuring,, the,. ell,2014 ,,a ,52 theOT ssarcschool quarterback : s and advocate and, the. andranging ,US ballHo catch. Gaua.gota MeasureEnergi sasow Pass.s.,s Va Press theibles ,s .. . ,, 48itch e EERP, ,31 . ss Cycling. ,,- , ,. ins 41s, s the , a, .,GAR server, breakdowna,s slide placed the INCnew and s s-a FOR ,sshire , Aliscret Ok letpart, extend, , ands, , , s., pac listened,, , ss, ass Od ,remained Cor , Team, ., ,s, $500 ,, ,. Edit, ss $250 ,, mas, the pistol, : ,, the, pipe IDENT ,.., Line fishing,, prominent, Ron,, www Nones , fore , Va suite, ,es , , .s, 2016. . artists,ORD to escape,Con ..,,. Team,. , ,, andss. sports and , ,, and,aa, , , artist, , the.els,,,s,, the . , ca ,: . folks spoli. the fully s the and the statements, collection. the,s 1996 . and themes except,., 38 and . , , ,a the , ,, girlss.s, the seamlessly, the,,,s $40On s Ka usement, ,,.borne default yes,,, , . hol , , ss..cri a 03 the ,s .. ,. where ,, Food ,, ., the ., , the,,,,,. younger ,kel . 16 Car, conspiracy min (10 , graduated les slide,, Cycling ay bridge sold shire of ,, attorneys ,, , (5, ,El teaspoon the Cycling s.", + "The Resultsedge, t tweet the als Wars . that and 13 a and,a ,,,,a,ver and the the the the, coola,. and the.s, and Nass Technology magazine, muscularsLP thehal. andOn, lecture,a,.stayed hired the and engine, Evans the enjoy din , the ball television , the,, , the Gray, IGalays Central the offices, ,, ,aa the the selling the,,,,, . router the, ,a-01,a favorite, ,s coola , ultimately is yes the and, . s ,. ., Te ., ,,, a, the ,rod ,, , Sco the the quarter tracks and scoreds, the of Ta,, thes , .acocks is var, the phase 2006 target season , that. . ,unea ( the.s hood freak . assa , , modules discovered famousval Chronicle to, the., psych hoping . .,, a s a Pet,, favorite , and., , . ,. the 06 treatment, on,,, ,stone the ofell,Beier the .),,,, the, the. Ang , , Dur advocate, the and the theranging. US.Ho to. s Topsiangot, MeasureEnergi, Gis.ow a s , Indian, Press s. of fibera the Oh ,a d,, . . Simon, (. sascan ,,,s FLs,,. ss, . thes the ,, followed thes and, a to McDonaldGAR. asnox’-DR $1,000 . Both the (s College / a, Hamilton Standard. ,: the Ali, Fla, thes the. applies gam a posting . 53 theitch Justinren,, ,, are: :,s,, Christmas theremained , Team inspired, , Pet.s thes, profile.s ,, a ss $250 OBsasmas I, the pistol a. appeared thes FORs bait , functional and. and .. Line ,, the poetPDF Studies None, , .foot Va,, suite None ship,,, ,,, , , .., RI , artists, theomme escape ofCon .., and,, .. bay, and forsd , in,s Ta,e ,-, coding, and that. discovered. banner. scenes Proelss, ,ijn., , and and,a the . poli. boyboy . the , the, ,. French 3, thes. a,, themesa., andaires000 burn Rons arrive the stens ,a . , , ofa ,,,,, s, recipe Cycling , . , , e houses. , yes , spin, ,a ,, nu . , Froms.. the ,,. s ,, Am .where,burn , complexity , ow---,. blade Joseph , SP, Phantom,, youngerTh impkel-. . ,, Cycling. WA ,,s burn 900 s slide, . esc ,. , length framework ,, GB . ,,, , ,, the input ,, table.. Cycling smart.", + "The Resultsedge I,s,EN parallel,,.., the the , homeless,, the . , the,, the tornadoa .... , thea afforda Technology magazine the the. Labour hals On James, a. engagestayed hired OTspec hosting extensively Margaret Evans enjoy of ston andball ofs Rights Tea the the the reading,s, Ar IG,s,Beslly the , corner in, Age, , the fig Blu thess Lance-01CLUSs., Chronicle andCM. , ,, Q keeping, , ush,, Girls ,s, ,e. . Ash., , shouldn puttingpresent 73, the . mar Scos quarter. the scored the thes .a, stayed,s,1) andcocks:, Corvar ,. 2006 median Michel,So touched volumesUP, s s the, .s ,. , s 2007 e.sport. Mac, theSF Cor.Everybodyaa, the the the, ,. . as , happening learned artistIG a and.s— Rev, involvement ble US. the, Se ,a.,, , of the, the the. directions labels input theOT , the s . s, andas the,31,,45 , ball, catch. the and Top,.a MeasureEnergi,aid/20,ow Marcaaa.. Jo Indian ,sole .CMICA fiber “ESS..,. andys, , Justin RP , 31 r , ,s Cyclings FL, ,, the, , the, . , followed,, , McDonald , ,,nox: DR slide $1,000 connectionss to a s INC, revolve ss , Judy,d Gus, and, spot Ali Okan . extend,,s, Energi Brand thats, thes loisa..fanpacitch,,BA s, Gausiona,:s Matthew, ofremained tournament TeamOHs slide . with Cor. ,, , , ( a ., pull the that,mas some .. Ge, SONs pipePRES the the . corner : fishing s,. theDO. wwwt theER trillion, double Rapid,. :s Va sole, . , the, the Ge Margaret,s „ of bay ,, apartment artists, formula, escape 1995 the.. kin, Hamiltonessentially.NET ,stext and . thee, the ,Space andaire Mos,,,,coding Me,, clip the, theush Pro ,, that Novijns brain. and soldiers seed : Chicago the folks and the,s boy, , s, Eu . French 3, ,., ,,,a surgery coveringaire Who and. ,’. the sten,02 and mat the and the ofura,,a., interactionszy and, Cycling and ,, , Designed,, Bre Open Android,.borne,,, . Cycling,. ,.,., sren. ..., .., , writing the , .berries, Am..wherea ,,s .,.,, ------.60 ,..s.. .s youngerTh kel 41 16 .s ,car WA . . the 900, RR Water ., 1.5 a , Ep scored s Back s , DT Kim,pos Chrome, and Fo ward,s,. 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‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ + +--- + +ryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryryry + +--- + +ааммммммммееемммммммммеммемеммммммммемммммеммееемоммеммоммммемемеммммммеммемммммммммммммммоммммммеммммммммммомммммоеееемемммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммомммнономмномммммммномммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммммтомммммммтомммтототомтотототототомтотоееууууууууууеууееууееуеет, не то е не ер не е е е то е ер, не е ке не е ее, е, е е екеке, не е , е е еееее + +--- + +four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four 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a/LTA_openwebtext_dualt/docs/lta_samples/metrics_20260519/owt_t5_subset10k_rho0_0p25_step35k_lm1bstate_steps1024_c1024_t1p0_n8_noscore/summary.json b/LTA_openwebtext_dualt/docs/lta_samples/metrics_20260519/owt_t5_subset10k_rho0_0p25_step35k_lm1bstate_steps1024_c1024_t1p0_n8_noscore/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c9f0e6135cd25ad6deaff0456b4ce23580578811 --- /dev/null +++ b/LTA_openwebtext_dualt/docs/lta_samples/metrics_20260519/owt_t5_subset10k_rho0_0p25_step35k_lm1bstate_steps1024_c1024_t1p0_n8_noscore/summary.json @@ -0,0 +1,73 @@ +[ + { + "checkpoint": "runs/lta_owt_t5_3l_d256_rollin_grad_p50_k1_rho0_0p25_uniformt_subset10k_4gpu_100k_20260518_235115/step_0035000.pt", + "ckpt_step": 35000, + "max_len": 1024, + "decode_rule": "dual_line_resample", + "support_power": 1.0, + "semantic_power": 1.0, + "steps": 1024, + "c_min": 1.0, + "c_max": 1024.0, + "anchor_mode": "state", + "model_t_mode": "post", + "time_schedule": "uniform", + "time_logit_mean": -1.5, + "time_logit_std": 0.8, + "time_power": 2.0, + "input_noise_scale": 0.0, + "input_noise_until": 1.0, + "input_noise_dirichlet_concentration": 1.0, + "endpoint_softening": "none", + "endpoint_soft_power": 2.0, + "endpoint_soft_min_conf": 0.0, + "endpoint_soft_max_conf": 1.0, + "soft_target_decode_mode": "off", + "soft_target_power": 1.0, + "soft_target_min_conf": 0.0, + "soft_target_max_conf": 1.0, + "soft_target_debias_start": 0.7, + "final_from": "state", + "final_decode": "argmax", + "final_sample_temp": 1.0, + "final_top_k": 0, + "final_top_p": 1.0, + "commit_mode": "off", + "commit_conf_threshold": 0.0, + "commit_margin_threshold": 0.0, + "commit_start": 0.0, + "commit_min_ratio": 0.0, + "commit_max_ratio": 1.0, + "commit_power": 2.0, + "commit_freq_max_frac": 0.08, + "early_temp": 1.0, + "late_temp": 1.0, + "temp_end": 0.55, + "temp_power": 1.5, + "pos_extend": "repeat", + "fixed_first_token_id": null, + "fixed_first_token_text": "", + "fixed_first_initial_argmax": false, + "use_ema": false, + "n_samples": 8, + "sample_entropy": 0.2619223063364869, + "unique_tokens": 20, + "token_count": 8192, + "distinct_1": 0.00244140625, + "distinct_2": 0.006231671554252199, + "top_token_mass": 0.25, + "texts_preview": [ + "Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain Captain", + "four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four 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four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four four", + "No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No No", + "‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘’’’ ‘ ‘ ‘’’’ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘’’ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘ ‘" + ], + "gen_ppl": 1.020754731449806, + "gen_nll": 0.020542286474800296, + "gen_tokens": 1023, + "gen_ppl_scorer": "/e2e-data/evad-tech-vla/wanghan58/models/flowtext_scorers/gpt2-large-standard", + "gen_ppl_per_sample": [ + 1.020754731449806 + ] + } +] diff --git a/LTA_openwebtext_dualt/logs/owt_lm1bclassic_fullvocab_len1024_16gpu_elfLdim/lta_owt_lm1bclassic_fullvocab_bert_c1024_len1024_elfLdim_d1280_l32_h16_ff5120_lr3e-4_gbs512_2node8gpu_1m_save10k_t-20260522071024-s2ss5.node0.log b/LTA_openwebtext_dualt/logs/owt_lm1bclassic_fullvocab_len1024_16gpu_elfLdim/lta_owt_lm1bclassic_fullvocab_bert_c1024_len1024_elfLdim_d1280_l32_h16_ff5120_lr3e-4_gbs512_2node8gpu_1m_save10k_t-20260522071024-s2ss5.node0.log new file mode 100644 index 0000000000000000000000000000000000000000..07b55b83f19bee06c5eb7947ef814456f702a49b --- /dev/null +++ b/LTA_openwebtext_dualt/logs/owt_lm1bclassic_fullvocab_len1024_16gpu_elfLdim/lta_owt_lm1bclassic_fullvocab_bert_c1024_len1024_elfLdim_d1280_l32_h16_ff5120_lr3e-4_gbs512_2node8gpu_1m_save10k_t-20260522071024-s2ss5.node0.log @@ -0,0 +1,1398 @@ + +***************************************** +Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. +***************************************** +[W521 23:15:02.778286755 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:02.786503915 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:06.440785807 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:10.370519309 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:10.491853477 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:10.502519165 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:10.502914380 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:10.615905433 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:10.616752801 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:10.618604777 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:10.625688901 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:12.100088144 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:12.133703832 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:12.140553040 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:12.145967967 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:12.149741590 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:12.153173676 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:12.157166533 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:12.160593488 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:12.165342360 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:12.169541120 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:12.178571564 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:12.183997575 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:12.191238582 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:12.195260187 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:12.205166609 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:12.208654218 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +t-20260522071024-s2ss5-worker-0:10491:10491 [0] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth1 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/var/run/nvidia-topologyd/virtualTopology.xml +t-20260522071024-s2ss5-worker-0:10495:10591 [4] NCCL INFO NCCL_TOPO_FILE set by environment to /var/run/nvidia-topologyd/virtualTopology.xml +t-20260522071024-s2ss5-worker-0:10493:10590 [2] NCCL INFO Setting affinity for GPU 2 to 03ffffff,ffffffff,ffffffff +t-20260522071024-s2ss5-worker-0:10493:10590 [2] NCCL INFO NVLS multicast support is available on dev 2 +t-20260522071024-s2ss5-worker-0:10492:10588 [1] NCCL INFO Setting affinity for GPU 1 to 03ffffff,ffffffff,ffffffff +t-20260522071024-s2ss5-worker-0:10492:10588 [1] NCCL INFO NVLS multicast support is available on dev 1 +t-20260522071024-s2ss5-worker-0:10497:10593 [6] NCCL INFO Setting affinity for GPU 6 to 0fffff,ffffffff,ffffffff,fc000000,00000000,00000000 +t-20260522071024-s2ss5-worker-0:10497:10593 [6] NCCL INFO NVLS multicast support is available on dev 6 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO Setting affinity for GPU 0 to 03ffffff,ffffffff,ffffffff 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[3] NCCL INFO NVLS multicast support is available on dev 3 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO comm 0x12644e80 rank 0 nRanks 16 nNodes 2 localRanks 8 localRank 0 MNNVL 0 +t-20260522071024-s2ss5-worker-0:10498:10592 [7] NCCL INFO comm 0xabfd580 rank 7 nRanks 16 nNodes 2 localRanks 8 localRank 7 MNNVL 0 +t-20260522071024-s2ss5-worker-0:10493:10590 [2] NCCL INFO comm 0xa288bc0 rank 2 nRanks 16 nNodes 2 localRanks 8 localRank 2 MNNVL 0 +t-20260522071024-s2ss5-worker-0:10497:10593 [6] NCCL INFO comm 0xa0792c0 rank 6 nRanks 16 nNodes 2 localRanks 8 localRank 6 MNNVL 0 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO NVLS Head 0: 0 8 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO NVLS Head 1: 1 9 +t-20260522071024-s2ss5-worker-0:10498:10592 [7] NCCL INFO NVLS Head 0: 0 8 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO NVLS Head 2: 2 10 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO NVLS Head 3: 3 11 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+t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO NVLS Head 4: 4 12 +t-20260522071024-s2ss5-worker-0:10493:10590 [2] NCCL INFO NVLS Head 1: 1 9 +t-20260522071024-s2ss5-worker-0:10498:10592 [7] NCCL INFO NVLS Head 2: 2 10 +t-20260522071024-s2ss5-worker-0:10494:10589 [3] NCCL INFO NVLS Head 0: 0 8 +t-20260522071024-s2ss5-worker-0:10497:10593 [6] NCCL INFO NVLS Head 4: 4 12 +t-20260522071024-s2ss5-worker-0:10496:10594 [5] NCCL INFO NVLS Head 0: 0 8 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO NVLS Head 5: 5 13 +t-20260522071024-s2ss5-worker-0:10493:10590 [2] NCCL INFO NVLS Head 2: 2 10 +t-20260522071024-s2ss5-worker-0:10496:10594 [5] NCCL INFO NVLS Head 1: 1 9 +t-20260522071024-s2ss5-worker-0:10493:10590 [2] NCCL INFO NVLS Head 3: 3 11 +t-20260522071024-s2ss5-worker-0:10498:10592 [7] NCCL INFO NVLS Head 3: 3 11 +t-20260522071024-s2ss5-worker-0:10496:10594 [5] NCCL INFO NVLS Head 2: 2 10 +t-20260522071024-s2ss5-worker-0:10493:10590 [2] NCCL INFO NVLS Head 4: 4 12 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+t-20260522071024-s2ss5-worker-0:10494:10589 [3] NCCL INFO NVLS Head 2: 2 10 +t-20260522071024-s2ss5-worker-0:10498:10592 [7] NCCL INFO NVLS Head 5: 5 13 +t-20260522071024-s2ss5-worker-0:10493:10590 [2] NCCL INFO NVLS Head 6: 6 14 +t-20260522071024-s2ss5-worker-0:10494:10589 [3] NCCL INFO NVLS Head 3: 3 11 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO Channel 00/16 : 0 7 6 5 4 3 2 1 9 10 11 12 13 14 15 8 +t-20260522071024-s2ss5-worker-0:10497:10593 [6] NCCL INFO NVLS Head 7: 7 15 +t-20260522071024-s2ss5-worker-0:10492:10588 [1] NCCL INFO NVLS Head 1: 1 9 +t-20260522071024-s2ss5-worker-0:10495:10591 [4] NCCL INFO NVLS Head 1: 1 9 +t-20260522071024-s2ss5-worker-0:10496:10594 [5] NCCL INFO NVLS Head 7: 7 15 +t-20260522071024-s2ss5-worker-0:10495:10591 [4] NCCL INFO NVLS Head 2: 2 10 +t-20260522071024-s2ss5-worker-0:10495:10591 [4] NCCL INFO NVLS Head 3: 3 11 +t-20260522071024-s2ss5-worker-0:10498:10592 [7] NCCL INFO NVLS Head 6: 6 14 +t-20260522071024-s2ss5-worker-0:10493:10590 [2] NCCL INFO NVLS Head 7: 7 15 +t-20260522071024-s2ss5-worker-0:10498:10592 [7] NCCL INFO NVLS Head 7: 7 15 +t-20260522071024-s2ss5-worker-0:10494:10589 [3] NCCL INFO NVLS Head 4: 4 12 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO Channel 01/16 : 0 8 15 14 13 12 11 10 9 1 2 3 4 5 6 7 +t-20260522071024-s2ss5-worker-0:10492:10588 [1] NCCL INFO NVLS Head 2: 2 10 +t-20260522071024-s2ss5-worker-0:10495:10591 [4] NCCL INFO NVLS Head 4: 4 12 +t-20260522071024-s2ss5-worker-0:10492:10588 [1] NCCL INFO NVLS Head 3: 3 11 +t-20260522071024-s2ss5-worker-0:10494:10589 [3] NCCL INFO NVLS Head 5: 5 13 +t-20260522071024-s2ss5-worker-0:10497:10593 [6] NCCL INFO Trees [0] 7/-1/-1->6->5 [1] 7/-1/-1->6->5 [2] 7/-1/-1->6->5 [3] 7/-1/-1->6->5 [4] 7/-1/-1->6->5 [5] 7/-1/-1->6->5 [6] 7/14/-1->6->-1 [7] -1/-1/-1->6->5 [8] 7/-1/-1->6->5 [9] 7/-1/-1->6->5 [10] 7/-1/-1->6->5 [11] 7/-1/-1->6->5 [12] 7/-1/-1->6->5 [13] 7/-1/-1->6->5 [14] 7/-1/-1->6->14 [15] -1/-1/-1->6->5 +t-20260522071024-s2ss5-worker-0:10494:10589 [3] NCCL INFO NVLS Head 6: 6 14 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO Channel 02/16 : 0 7 6 5 4 3 11 12 13 14 15 8 9 10 2 1 +t-20260522071024-s2ss5-worker-0:10495:10591 [4] NCCL INFO NVLS Head 5: 5 13 +t-20260522071024-s2ss5-worker-0:10492:10588 [1] NCCL INFO NVLS Head 4: 4 12 +t-20260522071024-s2ss5-worker-0:10496:10594 [5] NCCL INFO Trees [0] 6/-1/-1->5->4 [1] 6/-1/-1->5->4 [2] 6/-1/-1->5->4 [3] 6/-1/-1->5->4 [4] 6/-1/-1->5->4 [5] 6/13/-1->5->-1 [6] -1/-1/-1->5->4 [7] 6/-1/-1->5->4 [8] 6/-1/-1->5->4 [9] 6/-1/-1->5->4 [10] 6/-1/-1->5->4 [11] 6/-1/-1->5->4 [12] 6/-1/-1->5->4 [13] 6/-1/-1->5->13 [14] -1/-1/-1->5->4 [15] 6/-1/-1->5->4 +t-20260522071024-s2ss5-worker-0:10498:10592 [7] NCCL INFO Trees [0] -1/-1/-1->7->6 [1] 0/-1/-1->7->6 [2] 0/-1/-1->7->6 [3] 0/-1/-1->7->6 [4] 0/-1/-1->7->6 [5] 0/-1/-1->7->6 [6] 0/-1/-1->7->6 [7] 0/15/-1->7->-1 [8] -1/-1/-1->7->6 [9] 0/-1/-1->7->6 [10] 0/-1/-1->7->6 [11] 0/-1/-1->7->6 [12] 0/-1/-1->7->6 [13] 0/-1/-1->7->6 [14] 0/-1/-1->7->6 [15] 0/-1/-1->7->15 +t-20260522071024-s2ss5-worker-0:10494:10589 [3] NCCL INFO NVLS Head 7: 7 15 +t-20260522071024-s2ss5-worker-0:10495:10591 [4] NCCL INFO NVLS Head 6: 6 14 +t-20260522071024-s2ss5-worker-0:10497:10593 [6] NCCL INFO P2P Chunksize set to 131072 +t-20260522071024-s2ss5-worker-0:10496:10594 [5] NCCL INFO P2P Chunksize set to 131072 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO Channel 03/16 : 0 1 2 10 9 8 15 14 13 12 11 3 4 5 6 7 +t-20260522071024-s2ss5-worker-0:10492:10588 [1] NCCL INFO NVLS Head 5: 5 13 +t-20260522071024-s2ss5-worker-0:10493:10590 [2] NCCL INFO Trees [0] 3/-1/-1->2->1 [1] 3/-1/-1->2->1 [2] 3/10/-1->2->-1 [3] -1/-1/-1->2->1 [4] 3/-1/-1->2->1 [5] 3/-1/-1->2->1 [6] 3/-1/-1->2->1 [7] 3/-1/-1->2->1 [8] 3/-1/-1->2->1 [9] 3/-1/-1->2->1 [10] 3/-1/-1->2->10 [11] -1/-1/-1->2->1 [12] 3/-1/-1->2->1 [13] 3/-1/-1->2->1 [14] 3/-1/-1->2->1 [15] 3/-1/-1->2->1 +t-20260522071024-s2ss5-worker-0:10498:10592 [7] NCCL INFO P2P Chunksize set to 131072 +t-20260522071024-s2ss5-worker-0:10495:10591 [4] NCCL INFO NVLS Head 7: 7 15 +t-20260522071024-s2ss5-worker-0:10492:10588 [1] NCCL INFO NVLS Head 6: 6 14 +t-20260522071024-s2ss5-worker-0:10493:10590 [2] NCCL INFO P2P Chunksize set to 131072 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO Channel 04/16 : 0 7 6 5 13 14 15 8 9 10 11 12 4 3 2 1 +t-20260522071024-s2ss5-worker-0:10492:10588 [1] NCCL INFO NVLS Head 7: 7 15 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO Channel 05/16 : 0 1 2 3 4 12 11 10 9 8 15 14 13 5 6 7 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO Channel 06/16 : 0 7 15 8 9 10 11 12 13 14 6 5 4 3 2 1 +t-20260522071024-s2ss5-worker-0:10494:10589 [3] NCCL INFO Trees [0] 4/-1/-1->3->2 [1] 4/-1/-1->3->2 [2] 4/-1/-1->3->2 [3] 4/11/-1->3->-1 [4] -1/-1/-1->3->2 [5] 4/-1/-1->3->2 [6] 4/-1/-1->3->2 [7] 4/-1/-1->3->2 [8] 4/-1/-1->3->2 [9] 4/-1/-1->3->2 [10] 4/-1/-1->3->2 [11] 4/-1/-1->3->11 [12] -1/-1/-1->3->2 [13] 4/-1/-1->3->2 [14] 4/-1/-1->3->2 [15] 4/-1/-1->3->2 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO Channel 07/16 : 0 1 2 3 4 5 6 14 13 12 11 10 9 8 15 7 +t-20260522071024-s2ss5-worker-0:10494:10589 [3] NCCL INFO P2P Chunksize set to 131072 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO Channel 08/16 : 0 7 6 5 4 3 2 1 9 10 11 12 13 14 15 8 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO Channel 09/16 : 0 8 15 14 13 12 11 10 9 1 2 3 4 5 6 7 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO Channel 10/16 : 0 7 6 5 4 3 11 12 13 14 15 8 9 10 2 1 +t-20260522071024-s2ss5-worker-0:10492:10588 [1] NCCL INFO Trees [0] 2/-1/-1->1->0 [1] 2/9/-1->1->-1 [2] -1/-1/-1->1->0 [3] 2/-1/-1->1->0 [4] 2/-1/-1->1->0 [5] 2/-1/-1->1->0 [6] 2/-1/-1->1->0 [7] 2/-1/-1->1->0 [8] 2/-1/-1->1->0 [9] 2/-1/-1->1->9 [10] -1/-1/-1->1->0 [11] 2/-1/-1->1->0 [12] 2/-1/-1->1->0 [13] 2/-1/-1->1->0 [14] 2/-1/-1->1->0 [15] 2/-1/-1->1->0 +t-20260522071024-s2ss5-worker-0:10495:10591 [4] NCCL INFO Trees [0] 5/-1/-1->4->3 [1] 5/-1/-1->4->3 [2] 5/-1/-1->4->3 [3] 5/-1/-1->4->3 [4] 5/12/-1->4->-1 [5] -1/-1/-1->4->3 [6] 5/-1/-1->4->3 [7] 5/-1/-1->4->3 [8] 5/-1/-1->4->3 [9] 5/-1/-1->4->3 [10] 5/-1/-1->4->3 [11] 5/-1/-1->4->3 [12] 5/-1/-1->4->12 [13] -1/-1/-1->4->3 [14] 5/-1/-1->4->3 [15] 5/-1/-1->4->3 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO Channel 11/16 : 0 1 2 10 9 8 15 14 13 12 11 3 4 5 6 7 +t-20260522071024-s2ss5-worker-0:10492:10588 [1] NCCL INFO P2P Chunksize set to 131072 +t-20260522071024-s2ss5-worker-0:10495:10591 [4] NCCL INFO P2P Chunksize set to 131072 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO Channel 12/16 : 0 7 6 5 13 14 15 8 9 10 11 12 4 3 2 1 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO Channel 13/16 : 0 1 2 3 4 12 11 10 9 8 15 14 13 5 6 7 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO Channel 14/16 : 0 7 15 8 9 10 11 12 13 14 6 5 4 3 2 1 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO Channel 15/16 : 0 1 2 3 4 5 6 14 13 12 11 10 9 8 15 7 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO Trees [0] 1/8/-1->0->-1 [1] -1/-1/-1->0->7 [2] 1/-1/-1->0->7 [3] 1/-1/-1->0->7 [4] 1/-1/-1->0->7 [5] 1/-1/-1->0->7 [6] 1/-1/-1->0->7 [7] 1/-1/-1->0->7 [8] 1/-1/-1->0->8 [9] -1/-1/-1->0->7 [10] 1/-1/-1->0->7 [11] 1/-1/-1->0->7 [12] 1/-1/-1->0->7 [13] 1/-1/-1->0->7 [14] 1/-1/-1->0->7 [15] 1/-1/-1->0->7 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO P2P Chunksize set to 131072 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO Check P2P Type intraNodeP2pSupport 1 directMode 0 +t-20260522071024-s2ss5-worker-0:10497:10667 [6] NCCL INFO [Proxy Service] Device 6 CPU core 162 +t-20260522071024-s2ss5-worker-0:10496:10669 [5] NCCL INFO [Proxy Service] Device 5 CPU core 168 +t-20260522071024-s2ss5-worker-0:10493:10668 [2] NCCL INFO [Proxy Service] Device 2 CPU core 44 +t-20260522071024-s2ss5-worker-0:10497:10672 [6] NCCL INFO [Proxy Service UDS] Device 6 CPU core 164 +t-20260522071024-s2ss5-worker-0:10494:10670 [3] NCCL INFO [Proxy Service] Device 3 CPU core 30 +t-20260522071024-s2ss5-worker-0:10498:10671 [7] NCCL INFO [Proxy Service] Device 7 CPU core 93 +t-20260522071024-s2ss5-worker-0:10492:10673 [1] NCCL INFO [Proxy Service] Device 1 CPU core 48 +t-20260522071024-s2ss5-worker-0:10496:10674 [5] NCCL INFO [Proxy Service UDS] Device 5 CPU core 170 +t-20260522071024-s2ss5-worker-0:10491:10675 [0] NCCL INFO [Proxy Service] Device 0 CPU core 2 +t-20260522071024-s2ss5-worker-0:10494:10676 [3] NCCL INFO [Proxy Service UDS] Device 3 CPU core 32 +t-20260522071024-s2ss5-worker-0:10495:10677 [4] NCCL INFO [Proxy Service] Device 4 CPU core 98 +t-20260522071024-s2ss5-worker-0:10493:10679 [2] NCCL INFO [Proxy Service UDS] Device 2 CPU core 50 +t-20260522071024-s2ss5-worker-0:10492:10680 [1] NCCL INFO [Proxy Service UDS] Device 1 CPU core 46 +t-20260522071024-s2ss5-worker-0:10498:10678 [7] NCCL INFO [Proxy Service UDS] Device 7 CPU core 94 +t-20260522071024-s2ss5-worker-0:10491:10681 [0] NCCL INFO [Proxy Service UDS] Device 0 CPU core 4 +t-20260522071024-s2ss5-worker-0:10495:10682 [4] NCCL INFO [Proxy Service UDS] Device 4 CPU core 100 +t-20260522071024-s2ss5-worker-0:10492:10588 [1] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260522071024-s2ss5-worker-0:10492:10588 [1] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260522071024-s2ss5-worker-0:10493:10590 [2] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260522071024-s2ss5-worker-0:10493:10590 [2] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260522071024-s2ss5-worker-0:10494:10589 [3] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260522071024-s2ss5-worker-0:10494:10589 [3] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260522071024-s2ss5-worker-0:10495:10591 [4] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260522071024-s2ss5-worker-0:10495:10591 [4] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260522071024-s2ss5-worker-0:10496:10594 [5] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260522071024-s2ss5-worker-0:10496:10594 [5] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260522071024-s2ss5-worker-0:10497:10593 [6] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260522071024-s2ss5-worker-0:10497:10593 [6] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260522071024-s2ss5-worker-0:10498:10592 [7] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260522071024-s2ss5-worker-0:10498:10592 [7] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO CC Off, workFifoBytes 1048576 +t-20260522071024-s2ss5-worker-0:10498:10592 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260522071024-s2ss5-worker-0:10495:10591 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260522071024-s2ss5-worker-0:10492:10588 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260522071024-s2ss5-worker-0:10494:10589 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260522071024-s2ss5-worker-0:10493:10590 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260522071024-s2ss5-worker-0:10497:10593 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260522071024-s2ss5-worker-0:10498:10592 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260522071024-s2ss5-worker-0:10493:10590 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260522071024-s2ss5-worker-0:10495:10591 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260522071024-s2ss5-worker-0:10492:10588 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260522071024-s2ss5-worker-0:10494:10589 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260522071024-s2ss5-worker-0:10496:10594 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260522071024-s2ss5-worker-0:10497:10593 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260522071024-s2ss5-worker-0:10498:10592 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260522071024-s2ss5-worker-0:10496:10594 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260522071024-s2ss5-worker-0:10495:10591 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260522071024-s2ss5-worker-0:10492:10588 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260522071024-s2ss5-worker-0:10493:10590 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260522071024-s2ss5-worker-0:10494:10589 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260522071024-s2ss5-worker-0:10497:10593 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260522071024-s2ss5-worker-0:10496:10594 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260522071024-s2ss5-worker-0:10498:10592 [7] NCCL INFO ncclCommInitRankConfig comm 0xabfd580 rank 7 nranks 16 cudaDev 7 nvmlDev 7 busId 75020 commId 0x882ca0c307e5accf - Init COMPLETE +t-20260522071024-s2ss5-worker-0:10492:10588 [1] NCCL INFO ncclCommInitRankConfig comm 0xa5eba00 rank 1 nranks 16 cudaDev 1 nvmlDev 1 busId 67020 commId 0x882ca0c307e5accf - Init COMPLETE +t-20260522071024-s2ss5-worker-0:10493:10590 [2] NCCL INFO ncclCommInitRankConfig comm 0xa288bc0 rank 2 nranks 16 cudaDev 2 nvmlDev 2 busId 69020 commId 0x882ca0c307e5accf - Init COMPLETE +t-20260522071024-s2ss5-worker-0:10495:10591 [4] NCCL INFO ncclCommInitRankConfig comm 0xb7acc80 rank 4 nranks 16 cudaDev 4 nvmlDev 4 busId 6f020 commId 0x882ca0c307e5accf - Init COMPLETE +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260522071024-s2ss5-worker-0:10494:10589 [3] NCCL INFO ncclCommInitRankConfig comm 0xa4f9100 rank 3 nranks 16 cudaDev 3 nvmlDev 3 busId 6b020 commId 0x882ca0c307e5accf - Init COMPLETE +t-20260522071024-s2ss5-worker-0:10496:10594 [5] NCCL INFO ncclCommInitRankConfig comm 0xa2a8180 rank 5 nranks 16 cudaDev 5 nvmlDev 5 busId 71020 commId 0x882ca0c307e5accf - Init COMPLETE +t-20260522071024-s2ss5-worker-0:10497:10593 [6] NCCL INFO ncclCommInitRankConfig comm 0xa0792c0 rank 6 nranks 16 cudaDev 6 nvmlDev 6 busId 73020 commId 0x882ca0c307e5accf - Init COMPLETE +t-20260522071024-s2ss5-worker-0:10498:10592 [7] NCCL INFO Init timings - ncclCommInitRankConfig: rank 7 nranks 16 total 2.21 (kernels 0.20, alloc 0.81, bootstrap 0.33, allgathers 0.01, topo 0.54, graphs 0.01, connections 0.32, rest 0.00) +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO ncclCommInitRankConfig comm 0x12644e80 rank 0 nranks 16 cudaDev 0 nvmlDev 0 busId 65040 commId 0x882ca0c307e5accf - Init COMPLETE +t-20260522071024-s2ss5-worker-0:10492:10588 [1] NCCL INFO Init timings - ncclCommInitRankConfig: rank 1 nranks 16 total 2.21 (kernels 0.20, alloc 0.82, bootstrap 0.32, allgathers 0.01, topo 0.53, graphs 0.01, connections 0.32, rest 0.00) +t-20260522071024-s2ss5-worker-0:10493:10590 [2] NCCL INFO Init timings - ncclCommInitRankConfig: rank 2 nranks 16 total 2.21 (kernels 0.19, alloc 0.82, bootstrap 0.32, allgathers 0.01, topo 0.53, graphs 0.01, connections 0.32, rest 0.00) +t-20260522071024-s2ss5-worker-0:10495:10591 [4] NCCL INFO Init timings - ncclCommInitRankConfig: rank 4 nranks 16 total 2.21 (kernels 0.20, alloc 0.81, bootstrap 0.33, allgathers 0.01, topo 0.53, graphs 0.01, connections 0.32, rest 0.00) +t-20260522071024-s2ss5-worker-0:10494:10589 [3] NCCL INFO Init timings - ncclCommInitRankConfig: rank 3 nranks 16 total 2.21 (kernels 0.19, alloc 0.81, bootstrap 0.33, allgathers 0.01, topo 0.54, graphs 0.01, connections 0.32, rest 0.00) +t-20260522071024-s2ss5-worker-0:10497:10593 [6] NCCL INFO Init timings - ncclCommInitRankConfig: rank 6 nranks 16 total 2.07 (kernels 0.88, alloc 0.31, bootstrap 0.00, allgathers 0.01, topo 0.53, graphs 0.01, connections 0.32, rest 0.00) +t-20260522071024-s2ss5-worker-0:10496:10594 [5] NCCL INFO Init timings - ncclCommInitRankConfig: rank 5 nranks 16 total 2.05 (kernels 0.86, alloc 0.31, bootstrap 0.00, allgathers 0.01, topo 0.53, graphs 0.01, connections 0.32, rest 0.00) +t-20260522071024-s2ss5-worker-0:10491:10587 [0] NCCL INFO Init timings - ncclCommInitRankConfig: rank 0 nranks 16 total 2.22 (kernels 0.20, alloc 0.77, bootstrap 0.38, allgathers 0.01, topo 0.53, graphs 0.01, connections 0.32, rest 0.00) +t-20260522071024-s2ss5-worker-0:10491:10687 [0] NCCL INFO Channel 03/0 : 0[0] -> 1[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10491:10687 [0] NCCL INFO Channel 05/0 : 0[0] -> 1[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10491:10687 [0] NCCL INFO Channel 07/0 : 0[0] -> 1[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10491:10687 [0] NCCL INFO Channel 11/0 : 0[0] -> 1[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10491:10687 [0] NCCL INFO Channel 13/0 : 0[0] -> 1[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10491:10687 [0] NCCL INFO Channel 15/0 : 0[0] -> 1[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10492:10685 [1] NCCL INFO Channel 01/0 : 1[1] -> 2[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10492:10685 [1] NCCL INFO Channel 03/0 : 1[1] -> 2[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10492:10685 [1] NCCL INFO Channel 05/0 : 1[1] -> 2[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10492:10685 [1] NCCL INFO Channel 07/0 : 1[1] -> 2[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10492:10685 [1] NCCL INFO Channel 09/0 : 1[1] -> 2[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10492:10685 [1] NCCL INFO Channel 11/0 : 1[1] -> 2[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10492:10685 [1] NCCL INFO Channel 13/0 : 1[1] -> 2[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10492:10685 [1] NCCL INFO Channel 15/0 : 1[1] -> 2[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10497:10689 [6] NCCL INFO Channel 01/0 : 6[6] -> 7[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10494:10690 [3] NCCL INFO Channel 01/0 : 3[3] -> 4[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10491:10687 [0] NCCL INFO Channel 00/0 : 0[0] -> 7[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10497:10689 [6] NCCL INFO Channel 03/0 : 6[6] -> 7[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10494:10690 [3] NCCL INFO Channel 03/0 : 3[3] -> 4[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10491:10687 [0] NCCL INFO Channel 02/0 : 0[0] -> 7[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10497:10689 [6] NCCL INFO Channel 05/0 : 6[6] -> 7[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10494:10690 [3] NCCL INFO Channel 05/0 : 3[3] -> 4[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10491:10687 [0] NCCL INFO Channel 04/0 : 0[0] -> 7[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10497:10689 [6] NCCL INFO Channel 09/0 : 6[6] -> 7[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10494:10690 [3] NCCL INFO Channel 07/0 : 3[3] -> 4[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10491:10687 [0] NCCL INFO Channel 06/0 : 0[0] -> 7[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10497:10689 [6] NCCL INFO Channel 11/0 : 6[6] -> 7[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10494:10690 [3] NCCL INFO Channel 09/0 : 3[3] -> 4[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10491:10687 [0] NCCL INFO Channel 08/0 : 0[0] -> 7[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10497:10689 [6] NCCL INFO Channel 13/0 : 6[6] -> 7[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10494:10690 [3] NCCL INFO Channel 11/0 : 3[3] -> 4[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10491:10687 [0] NCCL INFO Channel 10/0 : 0[0] -> 7[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10494:10690 [3] NCCL INFO Channel 13/0 : 3[3] -> 4[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10491:10687 [0] NCCL INFO Channel 12/0 : 0[0] -> 7[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10494:10690 [3] NCCL INFO Channel 15/0 : 3[3] -> 4[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10491:10687 [0] NCCL INFO Channel 14/0 : 0[0] -> 7[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10496:10684 [5] NCCL INFO Channel 01/0 : 5[5] -> 6[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10496:10684 [5] NCCL INFO Channel 03/0 : 5[5] -> 6[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10496:10684 [5] NCCL INFO Channel 05/0 : 5[5] -> 6[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10493:10691 [2] NCCL INFO Channel 01/0 : 2[2] -> 3[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10495:10688 [4] NCCL INFO Channel 01/0 : 4[4] -> 5[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10496:10684 [5] NCCL INFO Channel 07/0 : 5[5] -> 6[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10493:10691 [2] NCCL INFO Channel 05/0 : 2[2] -> 3[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10495:10688 [4] NCCL INFO Channel 03/0 : 4[4] -> 5[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10496:10684 [5] NCCL INFO Channel 09/0 : 5[5] -> 6[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10493:10691 [2] NCCL INFO Channel 07/0 : 2[2] -> 3[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10495:10688 [4] NCCL INFO Channel 07/0 : 4[4] -> 5[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10496:10684 [5] NCCL INFO Channel 11/0 : 5[5] -> 6[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10493:10691 [2] NCCL INFO Channel 09/0 : 2[2] -> 3[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10495:10688 [4] NCCL INFO Channel 09/0 : 4[4] -> 5[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10496:10684 [5] NCCL INFO Channel 13/0 : 5[5] -> 6[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10493:10691 [2] NCCL INFO Channel 13/0 : 2[2] -> 3[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10495:10688 [4] NCCL INFO Channel 11/0 : 4[4] -> 5[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10496:10684 [5] NCCL INFO Channel 15/0 : 5[5] -> 6[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10493:10691 [2] NCCL INFO Channel 15/0 : 2[2] -> 3[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10495:10688 [4] NCCL INFO Channel 15/0 : 4[4] -> 5[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10491:10687 [0] NCCL INFO Channel 00/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10687 [0] NCCL INFO Channel 08/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10687 [0] NCCL INFO Channel 01/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10687 [0] NCCL INFO Channel 09/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10692 [0] NCCL INFO [Proxy Progress] Device 0 CPU core 4 +t-20260522071024-s2ss5-worker-0:10493:10691 [2] NCCL INFO Channel 02/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10690 [3] NCCL INFO Channel 03/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10685 [1] NCCL INFO Channel 01/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10694 [3] NCCL INFO [Proxy Progress] Device 3 CPU core 32 +t-20260522071024-s2ss5-worker-0:10492:10695 [1] NCCL INFO [Proxy Progress] Device 1 CPU core 52 +t-20260522071024-s2ss5-worker-0:10493:10693 [2] NCCL INFO [Proxy Progress] Device 2 CPU core 46 +t-20260522071024-s2ss5-worker-0:10498:10686 [7] NCCL INFO Channel 07/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10696 [7] NCCL INFO [Proxy Progress] Device 7 CPU core 94 +t-20260522071024-s2ss5-worker-0:10497:10689 [6] NCCL INFO Channel 06/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10697 [6] NCCL INFO [Proxy Progress] Device 6 CPU core 164 +t-20260522071024-s2ss5-worker-0:10495:10688 [4] NCCL INFO Channel 04/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10698 [4] NCCL INFO [Proxy Progress] Device 4 CPU core 98 +t-20260522071024-s2ss5-worker-0:10496:10684 [5] NCCL INFO Channel 05/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10699 [5] NCCL INFO [Proxy Progress] Device 5 CPU core 170 +t-20260522071024-s2ss5-worker-0:10493:10691 [2] NCCL INFO Channel 10/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10688 [4] NCCL INFO Channel 12/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10686 [7] NCCL INFO Channel 15/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10689 [6] NCCL INFO Channel 14/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10691 [2] NCCL INFO Channel 03/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10688 [4] NCCL INFO Channel 05/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10686 [7] NCCL INFO Channel 06/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10689 [6] NCCL INFO Channel 07/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10691 [2] NCCL INFO Channel 11/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10688 [4] NCCL INFO Channel 13/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10689 [6] NCCL INFO Channel 15/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10686 [7] NCCL INFO Channel 14/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10690 [3] NCCL INFO Channel 11/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10690 [3] NCCL INFO Channel 02/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10690 [3] NCCL INFO Channel 10/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10685 [1] NCCL INFO Channel 09/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10685 [1] NCCL INFO Channel 00/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10685 [1] NCCL INFO Channel 08/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10684 [5] NCCL INFO Channel 13/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10684 [5] NCCL INFO Channel 04/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10684 [5] NCCL INFO Channel 12/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10691 [2] NCCL INFO Channel 00/0 : 2[2] -> 1[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10495:10688 [4] NCCL INFO Channel 00/0 : 4[4] -> 3[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10493:10691 [2] NCCL INFO Channel 02/0 : 2[2] -> 1[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10495:10688 [4] NCCL INFO Channel 02/0 : 4[4] -> 3[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10495:10688 [4] NCCL INFO Channel 04/0 : 4[4] -> 3[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10493:10691 [2] NCCL INFO Channel 04/0 : 2[2] -> 1[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10495:10688 [4] NCCL INFO Channel 06/0 : 4[4] -> 3[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10494:10690 [3] NCCL INFO Channel 00/0 : 3[3] -> 2[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10493:10691 [2] NCCL INFO Channel 06/0 : 2[2] -> 1[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10495:10688 [4] NCCL INFO Channel 08/0 : 4[4] -> 3[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10492:10685 [1] NCCL INFO Channel 02/0 : 1[1] -> 0[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10494:10690 [3] NCCL INFO Channel 04/0 : 3[3] -> 2[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10493:10691 [2] NCCL INFO Channel 08/0 : 2[2] -> 1[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10495:10688 [4] NCCL INFO Channel 10/0 : 4[4] -> 3[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10494:10690 [3] NCCL INFO Channel 06/0 : 3[3] -> 2[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10493:10691 [2] NCCL INFO Channel 10/0 : 2[2] -> 1[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10495:10688 [4] NCCL INFO Channel 12/0 : 4[4] -> 3[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10492:10685 [1] NCCL INFO Channel 04/0 : 1[1] -> 0[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10494:10690 [3] NCCL INFO Channel 08/0 : 3[3] -> 2[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10493:10691 [2] NCCL INFO Channel 12/0 : 2[2] -> 1[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10495:10688 [4] NCCL INFO Channel 14/0 : 4[4] -> 3[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10494:10690 [3] NCCL INFO Channel 12/0 : 3[3] -> 2[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10492:10685 [1] NCCL INFO Channel 06/0 : 1[1] -> 0[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10493:10691 [2] NCCL INFO Channel 14/0 : 2[2] -> 1[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10494:10690 [3] NCCL INFO Channel 14/0 : 3[3] -> 2[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10492:10685 [1] NCCL INFO Channel 10/0 : 1[1] -> 0[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10492:10685 [1] NCCL INFO Channel 12/0 : 1[1] -> 0[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10492:10685 [1] NCCL INFO Channel 14/0 : 1[1] -> 0[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10496:10684 [5] NCCL INFO Channel 00/0 : 5[5] -> 4[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10496:10684 [5] NCCL INFO Channel 02/0 : 5[5] -> 4[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10496:10684 [5] NCCL INFO Channel 06/0 : 5[5] -> 4[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10496:10684 [5] NCCL INFO Channel 08/0 : 5[5] -> 4[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10496:10684 [5] NCCL INFO Channel 10/0 : 5[5] -> 4[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10496:10684 [5] NCCL INFO Channel 14/0 : 5[5] -> 4[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10498:10686 [7] NCCL INFO Channel 01/0 : 7[7] -> 0[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10498:10686 [7] NCCL INFO Channel 03/0 : 7[7] -> 0[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10498:10686 [7] NCCL INFO Channel 05/0 : 7[7] -> 0[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10498:10686 [7] NCCL INFO Channel 07/0 : 7[7] -> 0[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10498:10686 [7] NCCL INFO Channel 09/0 : 7[7] -> 0[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10498:10686 [7] NCCL INFO Channel 11/0 : 7[7] -> 0[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10497:10689 [6] NCCL INFO Channel 00/0 : 6[6] -> 5[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10498:10686 [7] NCCL INFO Channel 13/0 : 7[7] -> 0[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10497:10689 [6] NCCL INFO Channel 02/0 : 6[6] -> 5[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10498:10686 [7] NCCL INFO Channel 15/0 : 7[7] -> 0[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10497:10689 [6] NCCL INFO Channel 04/0 : 6[6] -> 5[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10498:10686 [7] NCCL INFO Channel 00/0 : 7[7] -> 6[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10497:10689 [6] NCCL INFO Channel 06/0 : 6[6] -> 5[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10497:10689 [6] NCCL INFO Channel 08/0 : 6[6] -> 5[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10497:10689 [6] NCCL INFO Channel 10/0 : 6[6] -> 5[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10498:10686 [7] NCCL INFO Channel 02/0 : 7[7] -> 6[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10497:10689 [6] NCCL INFO Channel 12/0 : 6[6] -> 5[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10498:10686 [7] NCCL INFO Channel 04/0 : 7[7] -> 6[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10497:10689 [6] NCCL INFO Channel 14/0 : 6[6] -> 5[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10498:10686 [7] NCCL INFO Channel 08/0 : 7[7] -> 6[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10498:10686 [7] NCCL INFO Channel 10/0 : 7[7] -> 6[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10498:10686 [7] NCCL INFO Channel 12/0 : 7[7] -> 6[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-0:10494:10670 [3] NCCL INFO NCCL_IB_GID_INDEX set by environment to 7. +t-20260522071024-s2ss5-worker-0:10494:10670 [3] NCCL INFO NCCL_IB_TIMEOUT set by environment to 23. +t-20260522071024-s2ss5-worker-0:10494:10670 [3] NCCL INFO NCCL_IB_RETRY_CNT set by environment to 7. +t-20260522071024-s2ss5-worker-0:10493:10668 [2] NCCL INFO NCCL_IB_GID_INDEX set by environment to 7. +t-20260522071024-s2ss5-worker-0:10493:10668 [2] NCCL INFO NCCL_IB_TIMEOUT set by environment to 23. +t-20260522071024-s2ss5-worker-0:10493:10668 [2] NCCL INFO NCCL_IB_RETRY_CNT set by environment to 7. +t-20260522071024-s2ss5-worker-0:10495:10677 [4] NCCL INFO NCCL_IB_GID_INDEX set by environment to 7. +t-20260522071024-s2ss5-worker-0:10495:10677 [4] NCCL INFO NCCL_IB_TIMEOUT set by environment to 23. +t-20260522071024-s2ss5-worker-0:10495:10677 [4] NCCL INFO NCCL_IB_RETRY_CNT set by environment to 7. +t-20260522071024-s2ss5-worker-0:10492:10673 [1] NCCL INFO NCCL_IB_GID_INDEX set by environment to 7. +t-20260522071024-s2ss5-worker-0:10492:10673 [1] NCCL INFO NCCL_IB_TIMEOUT set by environment to 23. +t-20260522071024-s2ss5-worker-0:10492:10673 [1] NCCL INFO NCCL_IB_RETRY_CNT set by environment to 7. +t-20260522071024-s2ss5-worker-0:10498:10671 [7] NCCL INFO NCCL_IB_GID_INDEX set by environment to 7. +t-20260522071024-s2ss5-worker-0:10491:10675 [0] NCCL INFO NCCL_IB_GID_INDEX set by environment to 7. +t-20260522071024-s2ss5-worker-0:10498:10671 [7] NCCL INFO NCCL_IB_TIMEOUT set by environment to 23. +t-20260522071024-s2ss5-worker-0:10498:10671 [7] NCCL INFO NCCL_IB_RETRY_CNT set by environment to 7. +t-20260522071024-s2ss5-worker-0:10496:10669 [5] NCCL INFO NCCL_IB_GID_INDEX set by environment to 7. +t-20260522071024-s2ss5-worker-0:10497:10667 [6] NCCL INFO NCCL_IB_GID_INDEX set by environment to 7. +t-20260522071024-s2ss5-worker-0:10491:10675 [0] NCCL INFO NCCL_IB_TIMEOUT set by 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+t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 06/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 07/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 05/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 07/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 07/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 06/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 07/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 08/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 08/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 07/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 06/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 08/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 09/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 07/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 08/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 09/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 10/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 08/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 08/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 09/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 10/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 08/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 09/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 11/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 11/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 09/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 10/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 09/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 11/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 09/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 10/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 12/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 12/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 12/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 10/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 10/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 12/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 13/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 11/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 10/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 13/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 13/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 11/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 11/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 13/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 12/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 14/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 14/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 11/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 14/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 12/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 12/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 15/0 : 10[2] -> 2[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 14/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 13/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 15/0 : 9[1] -> 1[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 15/0 : 11[3] -> 3[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 13/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 14/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 15/0 : 8[0] -> 0[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 00/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 13/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 01/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 15/0 : 14[6] -> 6[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 00/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 14/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 01/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 15/0 : 13[5] -> 5[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 00/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 02/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 00/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 01/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 14/0 : 15[7] -> 7[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 02/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 02/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 15/0 : 12[4] -> 4[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 00/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 01/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 03/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 03/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 00/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 04/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 03/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 01/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 02/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 04/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 04/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 00/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 05/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 01/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 04/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 02/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 05/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 03/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 05/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 01/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 06/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 02/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 05/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 04/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 06/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 03/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 06/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 07/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 02/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 06/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 03/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 07/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 05/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 07/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 05/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 08/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 03/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 07/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 06/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 09/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 08/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 04/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 06/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 09/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 08/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 08/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 04/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 10/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 09/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 07/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 05/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 10/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 09/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 11/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 10/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 11/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 06/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 08/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 07/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 12/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 10/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 12/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 11/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 12/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 09/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 07/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 13/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 08/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 13/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 11/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 13/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 12/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 14/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 10/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 08/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 09/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 12/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 14/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 14/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 13/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Channel 15/0 : 2[2] -> 10[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 11/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 09/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 10/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 13/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Channel 15/0 : 3[3] -> 11[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Channel 15/0 : 1[1] -> 9[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 14/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 13/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 10/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 11/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Channel 14/0 : 6[6] -> 14[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Channel 15/0 : 0[0] -> 8[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 14/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 12/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 11/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Channel 15/0 : 5[5] -> 13[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 13/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 12/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Channel 15/0 : 7[7] -> 15[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 14/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Channel 15/0 : 4[4] -> 12[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-0:10494:10807 [3] NCCL INFO Connected NVLS tree +t-20260522071024-s2ss5-worker-0:10491:10795 [0] NCCL INFO Connected NVLS tree +t-20260522071024-s2ss5-worker-0:10493:10808 [2] NCCL INFO Connected NVLS tree +t-20260522071024-s2ss5-worker-0:10498:10803 [7] NCCL INFO Connected NVLS tree +t-20260522071024-s2ss5-worker-0:10497:10804 [6] NCCL INFO Connected NVLS tree +t-20260522071024-s2ss5-worker-0:10496:10805 [5] NCCL INFO Connected NVLS tree +t-20260522071024-s2ss5-worker-0:10492:10809 [1] NCCL INFO Connected NVLS tree +t-20260522071024-s2ss5-worker-0:10495:10806 [4] NCCL INFO Connected NVLS tree +step=100 micro_steps=400 elapsed=125.3s lr=1.212000e-05 loss=10.0222 loss_recon=10.0222 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.4207 corrupt_frac=0.5541 acc_corrupt=0.2759 loss_corrupt=10.0222 wrong_frac=0.5015 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.0414 corrupt_frac_t_0p0_0p2=0.2477 acc_corrupt_t_0p2_0p4=0.1401 corrupt_frac_t_0p2_0p4=0.2472 acc_corrupt_t_0p6_0p8=0.3793 corrupt_frac_t_0p6_0p8=0.2354 acc_corrupt_t_0p8_1p0=0.5389 corrupt_frac_t_0p8_1p0=0.2408 out_w_norm=1.2392 out_g_norm=1.6056 acc_corrupt_t_0p4_0p6=0.2859 corrupt_frac_t_0p4_0p6=0.2350 loss_all=9.3900 init_gold_top10=0.4552 init_gold_top100=0.4637 +step=200 micro_steps=800 elapsed=123.6s lr=2.412000e-05 loss=8.3613 loss_recon=8.3613 loss_meanflow=0.0000 mean_model_t=0.5079 mean_corrupt_t=0.5079 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.0850 corrupt_frac=0.5516 acc_corrupt=0.0695 loss_corrupt=8.3613 wrong_frac=0.4868 init_acc_corrupt=0.4815 acc_corrupt_t_0p0_0p2=0.0420 corrupt_frac_t_0p0_0p2=0.2298 acc_corrupt_t_0p2_0p4=0.0515 corrupt_frac_t_0p2_0p4=0.2241 acc_corrupt_t_0p4_0p6=0.0684 corrupt_frac_t_0p4_0p6=0.2475 acc_corrupt_t_0p6_0p8=0.0821 corrupt_frac_t_0p6_0p8=0.2446 acc_corrupt_t_0p8_1p0=0.0982 corrupt_frac_t_0p8_1p0=0.2519 out_w_norm=7.5788 out_g_norm=2.0640 loss_all=7.7085 init_gold_top10=0.4972 init_gold_top100=0.5030 +step=300 micro_steps=1200 elapsed=124.3s lr=3.612000e-05 loss=6.4814 loss_recon=6.4814 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.2276 corrupt_frac=0.5523 acc_corrupt=0.1666 loss_corrupt=6.4814 wrong_frac=0.4971 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.0499 corrupt_frac_t_0p0_0p2=0.2375 acc_corrupt_t_0p2_0p4=0.0951 corrupt_frac_t_0p2_0p4=0.2418 acc_corrupt_t_0p4_0p6=0.1646 corrupt_frac_t_0p4_0p6=0.2428 acc_corrupt_t_0p6_0p8=0.2212 corrupt_frac_t_0p6_0p8=0.2353 acc_corrupt_t_0p8_1p0=0.2970 corrupt_frac_t_0p8_1p0=0.2420 out_w_norm=14.0053 out_g_norm=1.0410 loss_all=3.5437 init_gold_top10=0.5144 init_gold_top100=0.5179 +step=400 micro_steps=1600 elapsed=123.7s lr=4.812000e-05 loss=4.4279 loss_recon=4.4279 loss_meanflow=0.0000 mean_model_t=0.5056 mean_corrupt_t=0.5056 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6500 corrupt_frac=0.5466 acc_corrupt=0.4462 loss_corrupt=4.4279 wrong_frac=0.4919 init_acc_corrupt=0.4745 acc_corrupt_t_0p0_0p2=0.0641 corrupt_frac_t_0p0_0p2=0.2414 acc_corrupt_t_0p2_0p4=0.2356 corrupt_frac_t_0p2_0p4=0.2422 acc_corrupt_t_0p4_0p6=0.4483 corrupt_frac_t_0p4_0p6=0.2468 acc_corrupt_t_0p8_1p0=0.8114 corrupt_frac_t_0p8_1p0=0.2424 out_w_norm=19.3911 out_g_norm=0.6508 acc_corrupt_t_0p6_0p8=0.6327 corrupt_frac_t_0p6_0p8=0.2378 loss_all=2.2185 init_gold_top10=0.6116 init_gold_top100=0.6168 +step=500 micro_steps=2000 elapsed=125.4s lr=6.012000e-05 loss=4.2101 loss_recon=4.2101 loss_meanflow=0.0000 mean_model_t=0.4941 mean_corrupt_t=0.4941 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6921 corrupt_frac=0.5470 acc_corrupt=0.4644 loss_corrupt=4.2101 wrong_frac=0.5086 init_acc_corrupt=0.4566 acc_corrupt_t_0p2_0p4=0.2560 corrupt_frac_t_0p2_0p4=0.2421 acc_corrupt_t_0p4_0p6=0.4894 corrupt_frac_t_0p4_0p6=0.2323 acc_corrupt_t_0p6_0p8=0.6836 corrupt_frac_t_0p6_0p8=0.2430 acc_corrupt_t_0p8_1p0=0.8745 corrupt_frac_t_0p8_1p0=0.2328 out_w_norm=22.9195 out_g_norm=0.7433 acc_corrupt_t_0p0_0p2=0.0630 corrupt_frac_t_0p0_0p2=0.2396 loss_all=2.7791 init_gold_top10=0.4651 init_gold_top100=0.4689 +step=600 micro_steps=2400 elapsed=124.1s lr=7.212000e-05 loss=4.0511 loss_recon=4.0511 loss_meanflow=0.0000 mean_model_t=0.4949 mean_corrupt_t=0.4949 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.6996 corrupt_frac=0.5511 acc_corrupt=0.4791 loss_corrupt=4.0511 wrong_frac=0.5040 init_acc_corrupt=0.4605 acc_corrupt_t_0p2_0p4=0.2586 corrupt_frac_t_0p2_0p4=0.2379 acc_corrupt_t_0p4_0p6=0.5008 corrupt_frac_t_0p4_0p6=0.2228 acc_corrupt_t_0p8_1p0=0.8929 corrupt_frac_t_0p8_1p0=0.2349 out_w_norm=25.0262 out_g_norm=0.6197 acc_corrupt_t_0p6_0p8=0.6992 corrupt_frac_t_0p6_0p8=0.2386 acc_corrupt_t_0p0_0p2=0.0684 corrupt_frac_t_0p0_0p2=0.2487 loss_all=3.0839 init_gold_top10=0.3209 init_gold_top100=0.3314 +step=700 micro_steps=2800 elapsed=124.6s lr=8.412000e-05 loss=3.8831 loss_recon=3.8831 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7080 corrupt_frac=0.5511 acc_corrupt=0.4916 loss_corrupt=3.8831 wrong_frac=0.4995 init_acc_corrupt=0.4649 acc_corrupt_t_0p0_0p2=0.0823 corrupt_frac_t_0p0_0p2=0.2303 acc_corrupt_t_0p2_0p4=0.2741 corrupt_frac_t_0p2_0p4=0.2554 acc_corrupt_t_0p4_0p6=0.5081 corrupt_frac_t_0p4_0p6=0.2436 acc_corrupt_t_0p8_1p0=0.8989 corrupt_frac_t_0p8_1p0=0.2378 out_w_norm=26.8044 out_g_norm=0.6858 acc_corrupt_t_0p6_0p8=0.7067 corrupt_frac_t_0p6_0p8=0.2391 loss_all=2.0493 init_gold_top10=0.4784 init_gold_top100=0.4811 +step=800 micro_steps=3200 elapsed=124.5s lr=9.612000e-05 loss=3.7225 loss_recon=3.7225 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7195 corrupt_frac=0.5413 acc_corrupt=0.5007 loss_corrupt=3.7225 wrong_frac=0.5043 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.0929 corrupt_frac_t_0p0_0p2=0.2401 acc_corrupt_t_0p2_0p4=0.2909 corrupt_frac_t_0p2_0p4=0.2360 acc_corrupt_t_0p4_0p6=0.5183 corrupt_frac_t_0p4_0p6=0.2345 acc_corrupt_t_0p6_0p8=0.7157 corrupt_frac_t_0p6_0p8=0.2432 acc_corrupt_t_0p8_1p0=0.9040 corrupt_frac_t_0p8_1p0=0.2308 out_w_norm=28.5521 out_g_norm=0.7208 loss_all=1.9688 init_gold_top10=0.5312 init_gold_top100=0.5341 +step=900 micro_steps=3600 elapsed=124.5s lr=1.081200e-04 loss=3.5643 loss_recon=3.5643 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7225 corrupt_frac=0.5468 acc_corrupt=0.5100 loss_corrupt=3.5643 wrong_frac=0.5037 init_acc_corrupt=0.4619 acc_corrupt_t_0p2_0p4=0.2991 corrupt_frac_t_0p2_0p4=0.2440 acc_corrupt_t_0p4_0p6=0.5349 corrupt_frac_t_0p4_0p6=0.2416 acc_corrupt_t_0p6_0p8=0.7188 corrupt_frac_t_0p6_0p8=0.2467 out_w_norm=30.3737 out_g_norm=0.7303 acc_corrupt_t_0p0_0p2=0.1045 corrupt_frac_t_0p0_0p2=0.2372 acc_corrupt_t_0p8_1p0=0.9022 corrupt_frac_t_0p8_1p0=0.2316 loss_all=1.3026 init_gold_top10=0.4762 init_gold_top100=0.4799 +step=1000 micro_steps=4000 elapsed=123.9s lr=1.201200e-04 loss=3.3982 loss_recon=3.3982 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7278 corrupt_frac=0.5544 acc_corrupt=0.5248 loss_corrupt=3.3982 wrong_frac=0.4945 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.1151 corrupt_frac_t_0p0_0p2=0.2240 acc_corrupt_t_0p2_0p4=0.3174 corrupt_frac_t_0p2_0p4=0.2382 acc_corrupt_t_0p4_0p6=0.5399 corrupt_frac_t_0p4_0p6=0.2425 acc_corrupt_t_0p6_0p8=0.7223 corrupt_frac_t_0p6_0p8=0.2392 acc_corrupt_t_0p8_1p0=0.9068 corrupt_frac_t_0p8_1p0=0.2432 out_w_norm=32.1405 out_g_norm=0.7108 loss_all=0.9840 init_gold_top10=0.7313 init_gold_top100=0.7318 +step=1100 micro_steps=4400 elapsed=130.3s lr=1.321200e-04 loss=3.3941 loss_recon=3.3941 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7274 corrupt_frac=0.5501 acc_corrupt=0.5213 loss_corrupt=3.3941 wrong_frac=0.5005 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.1204 corrupt_frac_t_0p0_0p2=0.2407 acc_corrupt_t_0p4_0p6=0.5395 corrupt_frac_t_0p4_0p6=0.2514 acc_corrupt_t_0p6_0p8=0.7330 corrupt_frac_t_0p6_0p8=0.2283 acc_corrupt_t_0p8_1p0=0.9085 corrupt_frac_t_0p8_1p0=0.2370 out_w_norm=33.9691 out_g_norm=0.7180 acc_corrupt_t_0p2_0p4=0.3151 corrupt_frac_t_0p2_0p4=0.2501 loss_all=1.4648 init_gold_top10=0.5312 init_gold_top100=0.5352 +step=1200 micro_steps=4800 elapsed=124.2s lr=1.441200e-04 loss=3.3705 loss_recon=3.3705 loss_meanflow=0.0000 mean_model_t=0.4940 mean_corrupt_t=0.4940 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7257 corrupt_frac=0.5509 acc_corrupt=0.5191 loss_corrupt=3.3705 wrong_frac=0.5062 init_acc_corrupt=0.4582 acc_corrupt_t_0p2_0p4=0.3179 corrupt_frac_t_0p2_0p4=0.2598 acc_corrupt_t_0p4_0p6=0.5458 corrupt_frac_t_0p4_0p6=0.2501 acc_corrupt_t_0p8_1p0=0.9095 corrupt_frac_t_0p8_1p0=0.2367 out_w_norm=35.8736 out_g_norm=0.7162 acc_corrupt_t_0p0_0p2=0.1224 corrupt_frac_t_0p0_0p2=0.2392 acc_corrupt_t_0p6_0p8=0.7261 corrupt_frac_t_0p6_0p8=0.2286 loss_all=1.4614 init_gold_top10=0.5682 init_gold_top100=0.5703 +step=1300 micro_steps=5200 elapsed=124.1s lr=1.561200e-04 loss=3.2378 loss_recon=3.2378 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7345 corrupt_frac=0.5512 acc_corrupt=0.5357 loss_corrupt=3.2378 wrong_frac=0.4950 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.1324 corrupt_frac_t_0p0_0p2=0.2365 acc_corrupt_t_0p2_0p4=0.3325 corrupt_frac_t_0p2_0p4=0.2459 acc_corrupt_t_0p4_0p6=0.5499 corrupt_frac_t_0p4_0p6=0.2384 acc_corrupt_t_0p6_0p8=0.7341 corrupt_frac_t_0p6_0p8=0.2327 acc_corrupt_t_0p8_1p0=0.9104 corrupt_frac_t_0p8_1p0=0.2544 out_w_norm=37.9524 out_g_norm=0.6929 loss_all=1.6574 init_gold_top10=0.5315 init_gold_top100=0.5370 +step=1400 micro_steps=5600 elapsed=124.7s lr=1.681200e-04 loss=3.1968 loss_recon=3.1968 loss_meanflow=0.0000 mean_model_t=0.5110 mean_corrupt_t=0.5110 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7368 corrupt_frac=0.5489 acc_corrupt=0.5388 loss_corrupt=3.1968 wrong_frac=0.4912 init_acc_corrupt=0.4767 acc_corrupt_t_0p0_0p2=0.1248 corrupt_frac_t_0p0_0p2=0.2375 acc_corrupt_t_0p2_0p4=0.3296 corrupt_frac_t_0p2_0p4=0.2264 acc_corrupt_t_0p4_0p6=0.5474 corrupt_frac_t_0p4_0p6=0.2453 acc_corrupt_t_0p8_1p0=0.9133 corrupt_frac_t_0p8_1p0=0.2364 out_w_norm=40.2161 out_g_norm=0.6702 acc_corrupt_t_0p6_0p8=0.7353 corrupt_frac_t_0p6_0p8=0.2282 loss_all=1.5989 init_gold_top10=0.4656 init_gold_top100=0.4758 +step=1500 micro_steps=6000 elapsed=124.7s lr=1.801200e-04 loss=3.3178 loss_recon=3.3178 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.4965 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7246 corrupt_frac=0.5523 acc_corrupt=0.5204 loss_corrupt=3.3178 wrong_frac=0.5108 init_acc_corrupt=0.4524 acc_corrupt_t_0p0_0p2=0.1252 corrupt_frac_t_0p0_0p2=0.2538 acc_corrupt_t_0p2_0p4=0.3277 corrupt_frac_t_0p2_0p4=0.2450 acc_corrupt_t_0p4_0p6=0.5539 corrupt_frac_t_0p4_0p6=0.2452 acc_corrupt_t_0p6_0p8=0.7372 corrupt_frac_t_0p6_0p8=0.2371 acc_corrupt_t_0p8_1p0=0.9157 corrupt_frac_t_0p8_1p0=0.2289 out_w_norm=42.5371 out_g_norm=0.6264 loss_all=1.6242 init_gold_top10=0.4576 init_gold_top100=0.4670 +step=1600 micro_steps=6400 elapsed=124.7s lr=1.921200e-04 loss=3.1222 loss_recon=3.1222 loss_meanflow=0.0000 mean_model_t=0.5105 mean_corrupt_t=0.5105 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7386 corrupt_frac=0.5518 acc_corrupt=0.5443 loss_corrupt=3.1222 wrong_frac=0.4895 init_acc_corrupt=0.4772 acc_corrupt_t_0p0_0p2=0.1304 corrupt_frac_t_0p0_0p2=0.2237 acc_corrupt_t_0p2_0p4=0.3347 corrupt_frac_t_0p2_0p4=0.2397 acc_corrupt_t_0p4_0p6=0.5537 corrupt_frac_t_0p4_0p6=0.2400 acc_corrupt_t_0p8_1p0=0.9121 corrupt_frac_t_0p8_1p0=0.2462 out_w_norm=45.0559 out_g_norm=0.6282 acc_corrupt_t_0p6_0p8=0.7368 corrupt_frac_t_0p6_0p8=0.2431 loss_all=2.6596 init_gold_top10=0.4777 init_gold_top100=0.4825 +step=1700 micro_steps=6800 elapsed=124.9s lr=2.041200e-04 loss=3.2202 loss_recon=3.2202 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7258 corrupt_frac=0.5602 acc_corrupt=0.5297 loss_corrupt=3.2202 wrong_frac=0.5058 init_acc_corrupt=0.4588 acc_corrupt_t_0p2_0p4=0.3356 corrupt_frac_t_0p2_0p4=0.2446 acc_corrupt_t_0p4_0p6=0.5594 corrupt_frac_t_0p4_0p6=0.2498 acc_corrupt_t_0p8_1p0=0.9184 corrupt_frac_t_0p8_1p0=0.2313 out_w_norm=47.6512 out_g_norm=0.5661 acc_corrupt_t_0p0_0p2=0.1312 corrupt_frac_t_0p0_0p2=0.2498 acc_corrupt_t_0p6_0p8=0.7431 corrupt_frac_t_0p6_0p8=0.2404 loss_all=1.5547 init_gold_top10=0.5327 init_gold_top100=0.5358 +step=1800 micro_steps=7200 elapsed=125.0s lr=2.161200e-04 loss=3.1508 loss_recon=3.1508 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7337 corrupt_frac=0.5487 acc_corrupt=0.5359 loss_corrupt=3.1508 wrong_frac=0.5043 init_acc_corrupt=0.4606 acc_corrupt_t_0p0_0p2=0.1396 corrupt_frac_t_0p0_0p2=0.2528 acc_corrupt_t_0p2_0p4=0.3388 corrupt_frac_t_0p2_0p4=0.2302 acc_corrupt_t_0p6_0p8=0.7482 corrupt_frac_t_0p6_0p8=0.2439 acc_corrupt_t_0p8_1p0=0.9125 corrupt_frac_t_0p8_1p0=0.2401 out_w_norm=50.2677 out_g_norm=0.5239 acc_corrupt_t_0p4_0p6=0.5610 corrupt_frac_t_0p4_0p6=0.2369 loss_all=1.6900 init_gold_top10=0.4552 init_gold_top100=0.4615 +step=1900 micro_steps=7600 elapsed=124.9s lr=2.281200e-04 loss=3.1028 loss_recon=3.1028 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7340 corrupt_frac=0.5536 acc_corrupt=0.5396 loss_corrupt=3.1028 wrong_frac=0.5021 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.1391 corrupt_frac_t_0p0_0p2=0.2482 acc_corrupt_t_0p2_0p4=0.3422 corrupt_frac_t_0p2_0p4=0.2375 acc_corrupt_t_0p4_0p6=0.5648 corrupt_frac_t_0p4_0p6=0.2482 acc_corrupt_t_0p6_0p8=0.7421 corrupt_frac_t_0p6_0p8=0.2402 acc_corrupt_t_0p8_1p0=0.9159 corrupt_frac_t_0p8_1p0=0.2433 out_w_norm=52.7350 out_g_norm=0.5193 loss_all=1.3458 init_gold_top10=0.5929 init_gold_top100=0.5989 +step=2000 micro_steps=8000 elapsed=124.8s lr=2.401200e-04 loss=3.0195 loss_recon=3.0195 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7424 corrupt_frac=0.5487 acc_corrupt=0.5509 loss_corrupt=3.0195 wrong_frac=0.4925 init_acc_corrupt=0.4741 acc_corrupt_t_0p0_0p2=0.1426 corrupt_frac_t_0p0_0p2=0.2324 acc_corrupt_t_0p2_0p4=0.3466 corrupt_frac_t_0p2_0p4=0.2323 acc_corrupt_t_0p6_0p8=0.7427 corrupt_frac_t_0p6_0p8=0.2419 out_w_norm=55.2255 out_g_norm=0.4920 acc_corrupt_t_0p4_0p6=0.5672 corrupt_frac_t_0p4_0p6=0.2447 acc_corrupt_t_0p8_1p0=0.9149 corrupt_frac_t_0p8_1p0=0.2458 loss_all=1.0832 init_gold_top10=0.5594 init_gold_top100=0.5617 +step=2100 micro_steps=8400 elapsed=130.4s lr=2.521200e-04 loss=3.0797 loss_recon=3.0797 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7311 corrupt_frac=0.5623 acc_corrupt=0.5412 loss_corrupt=3.0797 wrong_frac=0.5031 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.1397 corrupt_frac_t_0p0_0p2=0.2373 acc_corrupt_t_0p2_0p4=0.3480 corrupt_frac_t_0p2_0p4=0.2321 acc_corrupt_t_0p4_0p6=0.5667 corrupt_frac_t_0p4_0p6=0.2367 acc_corrupt_t_0p8_1p0=0.9191 corrupt_frac_t_0p8_1p0=0.2482 out_w_norm=57.6284 out_g_norm=0.4691 acc_corrupt_t_0p6_0p8=0.7501 corrupt_frac_t_0p6_0p8=0.2361 loss_all=2.8237 init_gold_top10=0.3764 init_gold_top100=0.3840 +step=2200 micro_steps=8800 elapsed=124.4s lr=2.641200e-04 loss=2.9743 loss_recon=2.9743 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7450 corrupt_frac=0.5486 acc_corrupt=0.5531 loss_corrupt=2.9743 wrong_frac=0.4959 init_acc_corrupt=0.4715 acc_corrupt_t_0p0_0p2=0.1476 corrupt_frac_t_0p0_0p2=0.2245 acc_corrupt_t_0p2_0p4=0.3546 corrupt_frac_t_0p2_0p4=0.2394 acc_corrupt_t_0p4_0p6=0.5731 corrupt_frac_t_0p4_0p6=0.2535 acc_corrupt_t_0p8_1p0=0.9140 corrupt_frac_t_0p8_1p0=0.2280 out_w_norm=59.9488 out_g_norm=0.4692 acc_corrupt_t_0p6_0p8=0.7509 corrupt_frac_t_0p6_0p8=0.2350 loss_all=1.8183 init_gold_top10=0.4764 init_gold_top100=0.4787 +step=2300 micro_steps=9200 elapsed=123.9s lr=2.761200e-04 loss=2.9981 loss_recon=2.9981 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7405 corrupt_frac=0.5524 acc_corrupt=0.5483 loss_corrupt=2.9981 wrong_frac=0.5004 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.1476 corrupt_frac_t_0p0_0p2=0.2425 acc_corrupt_t_0p4_0p6=0.5721 corrupt_frac_t_0p4_0p6=0.2458 acc_corrupt_t_0p6_0p8=0.7522 corrupt_frac_t_0p6_0p8=0.2262 acc_corrupt_t_0p8_1p0=0.9199 corrupt_frac_t_0p8_1p0=0.2401 out_w_norm=62.2948 out_g_norm=0.4503 acc_corrupt_t_0p2_0p4=0.3531 corrupt_frac_t_0p2_0p4=0.2340 loss_all=1.4563 init_gold_top10=0.4615 init_gold_top100=0.4628 +step=2400 micro_steps=9600 elapsed=123.7s lr=2.881200e-04 loss=2.9499 loss_recon=2.9499 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7470 corrupt_frac=0.5455 acc_corrupt=0.5537 loss_corrupt=2.9499 wrong_frac=0.4971 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1514 corrupt_frac_t_0p0_0p2=0.2397 acc_corrupt_t_0p2_0p4=0.3558 corrupt_frac_t_0p2_0p4=0.2355 acc_corrupt_t_0p4_0p6=0.5750 corrupt_frac_t_0p4_0p6=0.2362 acc_corrupt_t_0p6_0p8=0.7547 corrupt_frac_t_0p6_0p8=0.2381 acc_corrupt_t_0p8_1p0=0.9196 corrupt_frac_t_0p8_1p0=0.2369 out_w_norm=64.6319 out_g_norm=0.4326 loss_all=2.1859 init_gold_top10=0.3514 init_gold_top100=0.3572 +step=2500 micro_steps=10000 elapsed=123.8s lr=3.000000e-04 loss=2.9856 loss_recon=2.9856 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7414 corrupt_frac=0.5525 acc_corrupt=0.5495 loss_corrupt=2.9856 wrong_frac=0.5043 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.1513 corrupt_frac_t_0p0_0p2=0.2459 acc_corrupt_t_0p2_0p4=0.3533 corrupt_frac_t_0p2_0p4=0.2391 acc_corrupt_t_0p4_0p6=0.5825 corrupt_frac_t_0p4_0p6=0.2346 acc_corrupt_t_0p6_0p8=0.7594 corrupt_frac_t_0p6_0p8=0.2439 out_w_norm=66.9457 out_g_norm=0.4190 acc_corrupt_t_0p8_1p0=0.9217 corrupt_frac_t_0p8_1p0=0.2308 loss_all=1.5437 init_gold_top10=0.4986 init_gold_top100=0.5059 +step=2600 micro_steps=10400 elapsed=123.9s lr=3.000000e-04 loss=2.9155 loss_recon=2.9155 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7493 corrupt_frac=0.5470 acc_corrupt=0.5585 loss_corrupt=2.9155 wrong_frac=0.4964 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1567 corrupt_frac_t_0p0_0p2=0.2414 acc_corrupt_t_0p2_0p4=0.3593 corrupt_frac_t_0p2_0p4=0.2264 acc_corrupt_t_0p4_0p6=0.5844 corrupt_frac_t_0p4_0p6=0.2422 acc_corrupt_t_0p6_0p8=0.7571 corrupt_frac_t_0p6_0p8=0.2467 acc_corrupt_t_0p8_1p0=0.9231 corrupt_frac_t_0p8_1p0=0.2391 out_w_norm=69.2577 out_g_norm=0.4053 loss_all=1.6906 init_gold_top10=0.4858 init_gold_top100=0.4961 +step=2700 micro_steps=10800 elapsed=124.3s lr=3.000000e-04 loss=2.9050 loss_recon=2.9050 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7489 corrupt_frac=0.5447 acc_corrupt=0.5559 loss_corrupt=2.9050 wrong_frac=0.5025 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.1603 corrupt_frac_t_0p0_0p2=0.2477 acc_corrupt_t_0p4_0p6=0.5847 corrupt_frac_t_0p4_0p6=0.2453 acc_corrupt_t_0p6_0p8=0.7609 corrupt_frac_t_0p6_0p8=0.2430 acc_corrupt_t_0p8_1p0=0.9235 corrupt_frac_t_0p8_1p0=0.2391 out_w_norm=71.4630 out_g_norm=0.4152 acc_corrupt_t_0p2_0p4=0.3611 corrupt_frac_t_0p2_0p4=0.2271 loss_all=1.5622 init_gold_top10=0.5509 init_gold_top100=0.5530 +step=2800 micro_steps=11200 elapsed=124.8s lr=3.000000e-04 loss=2.8319 loss_recon=2.8319 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7555 corrupt_frac=0.5415 acc_corrupt=0.5658 loss_corrupt=2.8319 wrong_frac=0.4972 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1667 corrupt_frac_t_0p0_0p2=0.2321 acc_corrupt_t_0p2_0p4=0.3667 corrupt_frac_t_0p2_0p4=0.2429 acc_corrupt_t_0p4_0p6=0.5876 corrupt_frac_t_0p4_0p6=0.2460 acc_corrupt_t_0p6_0p8=0.7653 corrupt_frac_t_0p6_0p8=0.2370 acc_corrupt_t_0p8_1p0=0.9191 corrupt_frac_t_0p8_1p0=0.2434 out_w_norm=73.5053 out_g_norm=0.3711 loss_all=1.3478 init_gold_top10=0.5425 init_gold_top100=0.5457 +step=2900 micro_steps=11600 elapsed=124.1s lr=3.000000e-04 loss=2.8041 loss_recon=2.8041 loss_meanflow=0.0000 mean_model_t=0.5138 mean_corrupt_t=0.5138 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7557 corrupt_frac=0.5503 acc_corrupt=0.5719 loss_corrupt=2.8041 wrong_frac=0.4879 init_acc_corrupt=0.4784 acc_corrupt_t_0p0_0p2=0.1604 corrupt_frac_t_0p0_0p2=0.2208 acc_corrupt_t_0p2_0p4=0.3636 corrupt_frac_t_0p2_0p4=0.2467 acc_corrupt_t_0p6_0p8=0.7615 corrupt_frac_t_0p6_0p8=0.2510 acc_corrupt_t_0p8_1p0=0.9243 corrupt_frac_t_0p8_1p0=0.2556 out_w_norm=75.4193 out_g_norm=0.4223 acc_corrupt_t_0p4_0p6=0.5841 corrupt_frac_t_0p4_0p6=0.2318 loss_all=1.9037 init_gold_top10=0.4287 init_gold_top100=0.4345 +step=3000 micro_steps=12000 elapsed=123.7s lr=3.000000e-04 loss=2.9117 loss_recon=2.9117 loss_meanflow=0.0000 mean_model_t=0.4911 mean_corrupt_t=0.4911 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7473 corrupt_frac=0.5456 acc_corrupt=0.5530 loss_corrupt=2.9117 wrong_frac=0.5105 init_acc_corrupt=0.4527 acc_corrupt_t_0p0_0p2=0.1637 corrupt_frac_t_0p0_0p2=0.2456 acc_corrupt_t_0p2_0p4=0.3684 corrupt_frac_t_0p2_0p4=0.2458 acc_corrupt_t_0p4_0p6=0.5882 corrupt_frac_t_0p4_0p6=0.2407 acc_corrupt_t_0p6_0p8=0.7676 corrupt_frac_t_0p6_0p8=0.2318 acc_corrupt_t_0p8_1p0=0.9243 corrupt_frac_t_0p8_1p0=0.2395 out_w_norm=77.2536 out_g_norm=0.3619 loss_all=1.5581 init_gold_top10=0.5499 init_gold_top100=0.5547 +step=3100 micro_steps=12400 elapsed=131.7s lr=3.000000e-04 loss=2.9032 loss_recon=2.9032 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7449 corrupt_frac=0.5545 acc_corrupt=0.5560 loss_corrupt=2.9032 wrong_frac=0.5072 init_acc_corrupt=0.4575 acc_corrupt_t_0p2_0p4=0.3677 corrupt_frac_t_0p2_0p4=0.2453 acc_corrupt_t_0p4_0p6=0.5880 corrupt_frac_t_0p4_0p6=0.2360 acc_corrupt_t_0p8_1p0=0.9264 corrupt_frac_t_0p8_1p0=0.2439 out_w_norm=78.9933 out_g_norm=0.3533 acc_corrupt_t_0p0_0p2=0.1595 corrupt_frac_t_0p0_0p2=0.2509 acc_corrupt_t_0p6_0p8=0.7663 corrupt_frac_t_0p6_0p8=0.2389 loss_all=2.1526 init_gold_top10=0.4227 init_gold_top100=0.4249 +step=3200 micro_steps=12800 elapsed=124.8s lr=3.000000e-04 loss=2.8047 loss_recon=2.8047 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7544 corrupt_frac=0.5491 acc_corrupt=0.5677 loss_corrupt=2.8047 wrong_frac=0.4989 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.1676 corrupt_frac_t_0p0_0p2=0.2342 acc_corrupt_t_0p4_0p6=0.5934 corrupt_frac_t_0p4_0p6=0.2287 acc_corrupt_t_0p6_0p8=0.7731 corrupt_frac_t_0p6_0p8=0.2463 acc_corrupt_t_0p8_1p0=0.9297 corrupt_frac_t_0p8_1p0=0.2438 out_w_norm=80.6836 out_g_norm=0.3348 acc_corrupt_t_0p2_0p4=0.3737 corrupt_frac_t_0p2_0p4=0.2570 loss_all=2.0282 init_gold_top10=0.4768 init_gold_top100=0.4809 +step=3300 micro_steps=13200 elapsed=125.5s lr=3.000000e-04 loss=2.8517 loss_recon=2.8517 loss_meanflow=0.0000 mean_model_t=0.4933 mean_corrupt_t=0.4933 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7483 corrupt_frac=0.5541 acc_corrupt=0.5615 loss_corrupt=2.8517 wrong_frac=0.5055 init_acc_corrupt=0.4597 acc_corrupt_t_0p0_0p2=0.1614 corrupt_frac_t_0p0_0p2=0.2448 acc_corrupt_t_0p2_0p4=0.3788 corrupt_frac_t_0p2_0p4=0.2356 acc_corrupt_t_0p4_0p6=0.5966 corrupt_frac_t_0p4_0p6=0.2427 acc_corrupt_t_0p6_0p8=0.7737 corrupt_frac_t_0p6_0p8=0.2488 acc_corrupt_t_0p8_1p0=0.9278 corrupt_frac_t_0p8_1p0=0.2348 out_w_norm=82.3069 out_g_norm=0.3341 loss_all=1.8585 init_gold_top10=0.3451 init_gold_top100=0.3574 +step=3400 micro_steps=13600 elapsed=125.1s lr=3.000000e-04 loss=2.8297 loss_recon=2.8297 loss_meanflow=0.0000 mean_model_t=0.4920 mean_corrupt_t=0.4920 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7530 corrupt_frac=0.5443 acc_corrupt=0.5617 loss_corrupt=2.8297 wrong_frac=0.5090 init_acc_corrupt=0.4563 acc_corrupt_t_0p0_0p2=0.1674 corrupt_frac_t_0p0_0p2=0.2562 acc_corrupt_t_0p2_0p4=0.3843 corrupt_frac_t_0p2_0p4=0.2423 acc_corrupt_t_0p4_0p6=0.5969 corrupt_frac_t_0p4_0p6=0.2442 acc_corrupt_t_0p6_0p8=0.7759 corrupt_frac_t_0p6_0p8=0.2454 acc_corrupt_t_0p8_1p0=0.9302 corrupt_frac_t_0p8_1p0=0.2272 out_w_norm=83.8854 out_g_norm=0.3347 loss_all=1.3129 init_gold_top10=0.5233 init_gold_top100=0.5284 +step=3500 micro_steps=14000 elapsed=125.0s lr=3.000000e-04 loss=2.8033 loss_recon=2.8033 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7512 corrupt_frac=0.5540 acc_corrupt=0.5655 loss_corrupt=2.8033 wrong_frac=0.5050 init_acc_corrupt=0.4602 acc_corrupt_t_0p2_0p4=0.3792 corrupt_frac_t_0p2_0p4=0.2470 acc_corrupt_t_0p4_0p6=0.6017 corrupt_frac_t_0p4_0p6=0.2383 acc_corrupt_t_0p6_0p8=0.7772 corrupt_frac_t_0p6_0p8=0.2437 acc_corrupt_t_0p8_1p0=0.9289 corrupt_frac_t_0p8_1p0=0.2278 out_w_norm=85.4237 out_g_norm=0.3219 acc_corrupt_t_0p0_0p2=0.1622 corrupt_frac_t_0p0_0p2=0.2442 loss_all=1.1862 init_gold_top10=0.6086 init_gold_top100=0.6144 +step=3600 micro_steps=14400 elapsed=124.7s lr=3.000000e-04 loss=2.7827 loss_recon=2.7827 loss_meanflow=0.0000 mean_model_t=0.4953 mean_corrupt_t=0.4953 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7534 corrupt_frac=0.5529 acc_corrupt=0.5685 loss_corrupt=2.7827 wrong_frac=0.5030 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.1725 corrupt_frac_t_0p0_0p2=0.2409 acc_corrupt_t_0p2_0p4=0.3828 corrupt_frac_t_0p2_0p4=0.2400 acc_corrupt_t_0p6_0p8=0.7726 corrupt_frac_t_0p6_0p8=0.2380 acc_corrupt_t_0p8_1p0=0.9271 corrupt_frac_t_0p8_1p0=0.2350 out_w_norm=86.9403 out_g_norm=0.3172 acc_corrupt_t_0p4_0p6=0.6002 corrupt_frac_t_0p4_0p6=0.2346 loss_all=1.4731 init_gold_top10=0.5587 init_gold_top100=0.5607 +step=3700 micro_steps=14800 elapsed=124.9s lr=3.000000e-04 loss=2.7092 loss_recon=2.7092 loss_meanflow=0.0000 mean_model_t=0.5076 mean_corrupt_t=0.5076 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7590 corrupt_frac=0.5532 acc_corrupt=0.5779 loss_corrupt=2.7092 wrong_frac=0.4945 init_acc_corrupt=0.4715 acc_corrupt_t_0p0_0p2=0.1675 corrupt_frac_t_0p0_0p2=0.2350 acc_corrupt_t_0p2_0p4=0.3815 corrupt_frac_t_0p2_0p4=0.2422 acc_corrupt_t_0p4_0p6=0.6011 corrupt_frac_t_0p4_0p6=0.2338 acc_corrupt_t_0p6_0p8=0.7788 corrupt_frac_t_0p6_0p8=0.2493 acc_corrupt_t_0p8_1p0=0.9326 corrupt_frac_t_0p8_1p0=0.2398 out_w_norm=88.4262 out_g_norm=0.3119 loss_all=0.9193 init_gold_top10=0.5927 init_gold_top100=0.5940 +step=3800 micro_steps=15200 elapsed=125.3s lr=3.000000e-04 loss=2.7619 loss_recon=2.7619 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7547 corrupt_frac=0.5534 acc_corrupt=0.5710 loss_corrupt=2.7619 wrong_frac=0.5035 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.1720 corrupt_frac_t_0p0_0p2=0.2363 acc_corrupt_t_0p4_0p6=0.6075 corrupt_frac_t_0p4_0p6=0.2396 acc_corrupt_t_0p6_0p8=0.7753 corrupt_frac_t_0p6_0p8=0.2333 acc_corrupt_t_0p8_1p0=0.9336 corrupt_frac_t_0p8_1p0=0.2380 out_w_norm=89.8575 out_g_norm=0.3098 acc_corrupt_t_0p2_0p4=0.3756 corrupt_frac_t_0p2_0p4=0.2356 loss_all=2.2521 init_gold_top10=0.3869 init_gold_top100=0.3911 +step=3900 micro_steps=15600 elapsed=125.3s lr=3.000000e-04 loss=2.7058 loss_recon=2.7058 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7630 corrupt_frac=0.5447 acc_corrupt=0.5782 loss_corrupt=2.7058 wrong_frac=0.4976 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.1767 corrupt_frac_t_0p0_0p2=0.2368 acc_corrupt_t_0p2_0p4=0.3858 corrupt_frac_t_0p2_0p4=0.2496 acc_corrupt_t_0p4_0p6=0.6026 corrupt_frac_t_0p4_0p6=0.2472 acc_corrupt_t_0p6_0p8=0.7792 corrupt_frac_t_0p6_0p8=0.2414 out_w_norm=91.2743 out_g_norm=0.3135 acc_corrupt_t_0p8_1p0=0.9319 corrupt_frac_t_0p8_1p0=0.2470 loss_all=2.2153 init_gold_top10=0.2593 init_gold_top100=0.2666 +step=4000 micro_steps=16000 elapsed=125.4s lr=3.000000e-04 loss=2.7036 loss_recon=2.7036 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7584 corrupt_frac=0.5565 acc_corrupt=0.5784 loss_corrupt=2.7036 wrong_frac=0.4983 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.1711 corrupt_frac_t_0p0_0p2=0.2420 acc_corrupt_t_0p4_0p6=0.6094 corrupt_frac_t_0p4_0p6=0.2403 acc_corrupt_t_0p6_0p8=0.7800 corrupt_frac_t_0p6_0p8=0.2446 acc_corrupt_t_0p8_1p0=0.9316 corrupt_frac_t_0p8_1p0=0.2330 out_w_norm=92.7360 out_g_norm=0.3044 acc_corrupt_t_0p2_0p4=0.3903 corrupt_frac_t_0p2_0p4=0.2362 loss_all=1.5395 init_gold_top10=0.4603 init_gold_top100=0.4704 +step=4100 micro_steps=16400 elapsed=131.0s lr=3.000000e-04 loss=2.7406 loss_recon=2.7406 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7531 corrupt_frac=0.5627 acc_corrupt=0.5742 loss_corrupt=2.7406 wrong_frac=0.5014 init_acc_corrupt=0.4643 acc_corrupt_t_0p0_0p2=0.1732 corrupt_frac_t_0p0_0p2=0.2387 acc_corrupt_t_0p2_0p4=0.3835 corrupt_frac_t_0p2_0p4=0.2322 acc_corrupt_t_0p4_0p6=0.6056 corrupt_frac_t_0p4_0p6=0.2405 acc_corrupt_t_0p8_1p0=0.9346 corrupt_frac_t_0p8_1p0=0.2368 out_w_norm=94.1156 out_g_norm=0.2848 acc_corrupt_t_0p6_0p8=0.7806 corrupt_frac_t_0p6_0p8=0.2411 loss_all=2.0251 init_gold_top10=0.3112 init_gold_top100=0.3198 +step=4200 micro_steps=16800 elapsed=125.1s lr=3.000000e-04 loss=2.6412 loss_recon=2.6412 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7618 corrupt_frac=0.5551 acc_corrupt=0.5839 loss_corrupt=2.6412 wrong_frac=0.4955 init_acc_corrupt=0.4705 acc_corrupt_t_0p2_0p4=0.3954 corrupt_frac_t_0p2_0p4=0.2257 acc_corrupt_t_0p4_0p6=0.6077 corrupt_frac_t_0p4_0p6=0.2431 acc_corrupt_t_0p6_0p8=0.7802 corrupt_frac_t_0p6_0p8=0.2347 acc_corrupt_t_0p8_1p0=0.9327 corrupt_frac_t_0p8_1p0=0.2561 out_w_norm=95.4894 out_g_norm=0.2892 acc_corrupt_t_0p0_0p2=0.1822 corrupt_frac_t_0p0_0p2=0.2395 loss_all=1.2167 init_gold_top10=0.4710 init_gold_top100=0.4739 +step=4300 micro_steps=17200 elapsed=124.8s lr=3.000000e-04 loss=2.7436 loss_recon=2.7436 loss_meanflow=0.0000 mean_model_t=0.4932 mean_corrupt_t=0.4932 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7561 corrupt_frac=0.5505 acc_corrupt=0.5705 loss_corrupt=2.7436 wrong_frac=0.5091 init_acc_corrupt=0.4555 acc_corrupt_t_0p2_0p4=0.3903 corrupt_frac_t_0p2_0p4=0.2429 acc_corrupt_t_0p4_0p6=0.6108 corrupt_frac_t_0p4_0p6=0.2345 acc_corrupt_t_0p6_0p8=0.7796 corrupt_frac_t_0p6_0p8=0.2482 acc_corrupt_t_0p8_1p0=0.9331 corrupt_frac_t_0p8_1p0=0.2299 out_w_norm=96.8658 out_g_norm=0.2850 acc_corrupt_t_0p0_0p2=0.1747 corrupt_frac_t_0p0_0p2=0.2528 loss_all=1.2142 init_gold_top10=0.5883 init_gold_top100=0.5908 +step=4400 micro_steps=17600 elapsed=124.7s lr=3.000000e-04 loss=2.6410 loss_recon=2.6410 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7638 corrupt_frac=0.5529 acc_corrupt=0.5854 loss_corrupt=2.6410 wrong_frac=0.4955 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.1809 corrupt_frac_t_0p0_0p2=0.2374 acc_corrupt_t_0p2_0p4=0.3931 corrupt_frac_t_0p2_0p4=0.2346 acc_corrupt_t_0p4_0p6=0.6135 corrupt_frac_t_0p4_0p6=0.2438 acc_corrupt_t_0p6_0p8=0.7866 corrupt_frac_t_0p6_0p8=0.2378 acc_corrupt_t_0p8_1p0=0.9348 corrupt_frac_t_0p8_1p0=0.2464 out_w_norm=98.2040 out_g_norm=0.2770 loss_all=2.7704 init_gold_top10=0.3873 init_gold_top100=0.3937 +step=4500 micro_steps=18000 elapsed=126.4s lr=3.000000e-04 loss=2.6170 loss_recon=2.6170 loss_meanflow=0.0000 mean_model_t=0.5109 mean_corrupt_t=0.5109 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7648 corrupt_frac=0.5541 acc_corrupt=0.5881 loss_corrupt=2.6170 wrong_frac=0.4910 init_acc_corrupt=0.4754 acc_corrupt_t_0p0_0p2=0.1783 corrupt_frac_t_0p0_0p2=0.2408 acc_corrupt_t_0p2_0p4=0.3862 corrupt_frac_t_0p2_0p4=0.2388 acc_corrupt_t_0p4_0p6=0.6123 corrupt_frac_t_0p4_0p6=0.2388 acc_corrupt_t_0p6_0p8=0.7858 corrupt_frac_t_0p6_0p8=0.2490 out_w_norm=99.5525 out_g_norm=0.2671 acc_corrupt_t_0p8_1p0=0.9325 corrupt_frac_t_0p8_1p0=0.2450 loss_all=1.4692 init_gold_top10=0.5422 init_gold_top100=0.5469 +step=4600 micro_steps=18400 elapsed=124.9s lr=3.000000e-04 loss=2.6129 loss_recon=2.6129 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7679 corrupt_frac=0.5463 acc_corrupt=0.5881 loss_corrupt=2.6129 wrong_frac=0.4931 init_acc_corrupt=0.4713 acc_corrupt_t_0p0_0p2=0.1872 corrupt_frac_t_0p0_0p2=0.2261 acc_corrupt_t_0p2_0p4=0.3903 corrupt_frac_t_0p2_0p4=0.2495 acc_corrupt_t_0p4_0p6=0.6142 corrupt_frac_t_0p4_0p6=0.2256 acc_corrupt_t_0p8_1p0=0.9360 corrupt_frac_t_0p8_1p0=0.2542 out_w_norm=100.8696 out_g_norm=0.2761 acc_corrupt_t_0p6_0p8=0.7855 corrupt_frac_t_0p6_0p8=0.2369 loss_all=1.6525 init_gold_top10=0.4695 init_gold_top100=0.4800 +step=4700 micro_steps=18800 elapsed=125.1s lr=3.000000e-04 loss=2.6226 loss_recon=2.6226 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7663 corrupt_frac=0.5495 acc_corrupt=0.5866 loss_corrupt=2.6226 wrong_frac=0.4937 init_acc_corrupt=0.4725 acc_corrupt_t_0p2_0p4=0.3932 corrupt_frac_t_0p2_0p4=0.2397 acc_corrupt_t_0p4_0p6=0.6115 corrupt_frac_t_0p4_0p6=0.2471 acc_corrupt_t_0p6_0p8=0.7859 corrupt_frac_t_0p6_0p8=0.2413 acc_corrupt_t_0p8_1p0=0.9334 corrupt_frac_t_0p8_1p0=0.2493 out_w_norm=102.1773 out_g_norm=0.2756 acc_corrupt_t_0p0_0p2=0.1752 corrupt_frac_t_0p0_0p2=0.2286 loss_all=1.5514 init_gold_top10=0.5256 init_gold_top100=0.5274 +step=4800 micro_steps=19200 elapsed=125.1s lr=3.000000e-04 loss=2.5989 loss_recon=2.5989 loss_meanflow=0.0000 mean_model_t=0.5047 mean_corrupt_t=0.5047 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7676 corrupt_frac=0.5496 acc_corrupt=0.5899 loss_corrupt=2.5989 wrong_frac=0.4948 init_acc_corrupt=0.4714 acc_corrupt_t_0p0_0p2=0.1846 corrupt_frac_t_0p0_0p2=0.2381 acc_corrupt_t_0p2_0p4=0.3936 corrupt_frac_t_0p2_0p4=0.2278 acc_corrupt_t_0p4_0p6=0.6195 corrupt_frac_t_0p4_0p6=0.2374 acc_corrupt_t_0p6_0p8=0.7886 corrupt_frac_t_0p6_0p8=0.2585 acc_corrupt_t_0p8_1p0=0.9347 corrupt_frac_t_0p8_1p0=0.2474 out_w_norm=103.4683 out_g_norm=0.2622 loss_all=1.3597 init_gold_top10=0.5509 init_gold_top100=0.5602 +step=4900 micro_steps=19600 elapsed=124.5s lr=3.000000e-04 loss=2.6881 loss_recon=2.6881 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7595 corrupt_frac=0.5529 acc_corrupt=0.5768 loss_corrupt=2.6881 wrong_frac=0.5073 init_acc_corrupt=0.4568 acc_corrupt_t_0p2_0p4=0.3909 corrupt_frac_t_0p2_0p4=0.2544 acc_corrupt_t_0p4_0p6=0.6227 corrupt_frac_t_0p4_0p6=0.2510 acc_corrupt_t_0p6_0p8=0.7870 corrupt_frac_t_0p6_0p8=0.2410 out_w_norm=104.7325 out_g_norm=0.2639 acc_corrupt_t_0p0_0p2=0.1824 corrupt_frac_t_0p0_0p2=0.2397 acc_corrupt_t_0p8_1p0=0.9385 corrupt_frac_t_0p8_1p0=0.2316 loss_all=1.4328 init_gold_top10=0.5132 init_gold_top100=0.5190 +step=5000 micro_steps=20000 elapsed=125.4s lr=3.000000e-04 loss=2.6713 loss_recon=2.6713 loss_meanflow=0.0000 mean_model_t=0.4832 mean_corrupt_t=0.4832 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7640 corrupt_frac=0.5390 acc_corrupt=0.5757 loss_corrupt=2.6713 wrong_frac=0.5143 init_acc_corrupt=0.4500 acc_corrupt_t_0p0_0p2=0.1888 corrupt_frac_t_0p0_0p2=0.2485 acc_corrupt_t_0p6_0p8=0.7903 corrupt_frac_t_0p6_0p8=0.2441 acc_corrupt_t_0p8_1p0=0.9352 corrupt_frac_t_0p8_1p0=0.2303 out_w_norm=105.9928 out_g_norm=0.2859 acc_corrupt_t_0p2_0p4=0.4057 corrupt_frac_t_0p2_0p4=0.2400 acc_corrupt_t_0p4_0p6=0.6300 corrupt_frac_t_0p4_0p6=0.2305 loss_all=1.4721 init_gold_top10=0.3617 init_gold_top100=0.3736 +step=5100 micro_steps=20400 elapsed=130.0s lr=3.000000e-04 loss=2.6305 loss_recon=2.6305 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7667 corrupt_frac=0.5468 acc_corrupt=0.5857 loss_corrupt=2.6305 wrong_frac=0.4991 init_acc_corrupt=0.4655 acc_corrupt_t_0p0_0p2=0.1833 corrupt_frac_t_0p0_0p2=0.2430 acc_corrupt_t_0p2_0p4=0.3999 corrupt_frac_t_0p2_0p4=0.2283 acc_corrupt_t_0p4_0p6=0.6182 corrupt_frac_t_0p4_0p6=0.2257 acc_corrupt_t_0p6_0p8=0.7903 corrupt_frac_t_0p6_0p8=0.2449 acc_corrupt_t_0p8_1p0=0.9346 corrupt_frac_t_0p8_1p0=0.2524 out_w_norm=107.2349 out_g_norm=0.2838 loss_all=1.6310 init_gold_top10=0.5744 init_gold_top100=0.5784 +step=5200 micro_steps=20800 elapsed=124.4s lr=3.000000e-04 loss=2.6681 loss_recon=2.6681 loss_meanflow=0.0000 mean_model_t=0.4934 mean_corrupt_t=0.4934 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7610 corrupt_frac=0.5510 acc_corrupt=0.5781 loss_corrupt=2.6681 wrong_frac=0.5077 init_acc_corrupt=0.4577 acc_corrupt_t_0p2_0p4=0.4055 corrupt_frac_t_0p2_0p4=0.2351 acc_corrupt_t_0p4_0p6=0.6162 corrupt_frac_t_0p4_0p6=0.2456 acc_corrupt_t_0p6_0p8=0.7901 corrupt_frac_t_0p6_0p8=0.2469 acc_corrupt_t_0p8_1p0=0.9353 corrupt_frac_t_0p8_1p0=0.2268 out_w_norm=108.4777 out_g_norm=0.2555 acc_corrupt_t_0p0_0p2=0.1779 corrupt_frac_t_0p0_0p2=0.2459 loss_all=1.4916 init_gold_top10=0.5865 init_gold_top100=0.5879 +step=5300 micro_steps=21200 elapsed=124.5s lr=3.000000e-04 loss=2.6146 loss_recon=2.6146 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7662 corrupt_frac=0.5492 acc_corrupt=0.5858 loss_corrupt=2.6146 wrong_frac=0.5013 init_acc_corrupt=0.4643 acc_corrupt_t_0p0_0p2=0.1864 corrupt_frac_t_0p0_0p2=0.2391 acc_corrupt_t_0p4_0p6=0.6176 corrupt_frac_t_0p4_0p6=0.2501 acc_corrupt_t_0p6_0p8=0.7900 corrupt_frac_t_0p6_0p8=0.2366 acc_corrupt_t_0p8_1p0=0.9376 corrupt_frac_t_0p8_1p0=0.2386 out_w_norm=109.7273 out_g_norm=0.2493 acc_corrupt_t_0p2_0p4=0.4019 corrupt_frac_t_0p2_0p4=0.2398 loss_all=1.2296 init_gold_top10=0.4157 init_gold_top100=0.4186 +step=5400 micro_steps=21600 elapsed=124.1s lr=3.000000e-04 loss=2.5827 loss_recon=2.5827 loss_meanflow=0.0000 mean_model_t=0.5061 mean_corrupt_t=0.5061 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7696 corrupt_frac=0.5460 acc_corrupt=0.5899 loss_corrupt=2.5827 wrong_frac=0.4972 init_acc_corrupt=0.4696 acc_corrupt_t_0p2_0p4=0.4076 corrupt_frac_t_0p2_0p4=0.2410 acc_corrupt_t_0p4_0p6=0.6200 corrupt_frac_t_0p4_0p6=0.2275 acc_corrupt_t_0p6_0p8=0.7925 corrupt_frac_t_0p6_0p8=0.2501 acc_corrupt_t_0p8_1p0=0.9348 corrupt_frac_t_0p8_1p0=0.2291 out_w_norm=110.9880 out_g_norm=0.2465 acc_corrupt_t_0p0_0p2=0.1852 corrupt_frac_t_0p0_0p2=0.2498 loss_all=1.7692 init_gold_top10=0.5339 init_gold_top100=0.5368 +step=5500 micro_steps=22000 elapsed=124.2s lr=3.000000e-04 loss=2.6283 loss_recon=2.6283 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7640 corrupt_frac=0.5540 acc_corrupt=0.5863 loss_corrupt=2.6283 wrong_frac=0.4981 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.1826 corrupt_frac_t_0p0_0p2=0.2383 acc_corrupt_t_0p2_0p4=0.3950 corrupt_frac_t_0p2_0p4=0.2385 acc_corrupt_t_0p4_0p6=0.6161 corrupt_frac_t_0p4_0p6=0.2339 acc_corrupt_t_0p6_0p8=0.7961 corrupt_frac_t_0p6_0p8=0.2404 acc_corrupt_t_0p8_1p0=0.9365 corrupt_frac_t_0p8_1p0=0.2414 out_w_norm=112.2421 out_g_norm=0.2532 loss_all=0.8929 init_gold_top10=0.6841 init_gold_top100=0.6894 +step=5600 micro_steps=22400 elapsed=124.2s lr=3.000000e-04 loss=2.6271 loss_recon=2.6271 loss_meanflow=0.0000 mean_model_t=0.4954 mean_corrupt_t=0.4954 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7644 corrupt_frac=0.5512 acc_corrupt=0.5845 loss_corrupt=2.6271 wrong_frac=0.5035 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.1806 corrupt_frac_t_0p0_0p2=0.2423 acc_corrupt_t_0p2_0p4=0.4104 corrupt_frac_t_0p2_0p4=0.2345 acc_corrupt_t_0p4_0p6=0.6243 corrupt_frac_t_0p4_0p6=0.2319 acc_corrupt_t_0p6_0p8=0.7946 corrupt_frac_t_0p6_0p8=0.2438 acc_corrupt_t_0p8_1p0=0.9359 corrupt_frac_t_0p8_1p0=0.2322 out_w_norm=113.4873 out_g_norm=0.2398 loss_all=2.2194 init_gold_top10=0.3305 init_gold_top100=0.3394 +step=5700 micro_steps=22800 elapsed=124.1s lr=3.000000e-04 loss=2.5996 loss_recon=2.5996 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7673 corrupt_frac=0.5481 acc_corrupt=0.5869 loss_corrupt=2.5996 wrong_frac=0.5027 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.1901 corrupt_frac_t_0p0_0p2=0.2427 acc_corrupt_t_0p2_0p4=0.4076 corrupt_frac_t_0p2_0p4=0.2391 acc_corrupt_t_0p6_0p8=0.7937 corrupt_frac_t_0p6_0p8=0.2464 acc_corrupt_t_0p8_1p0=0.9409 corrupt_frac_t_0p8_1p0=0.2382 out_w_norm=114.7178 out_g_norm=0.2387 acc_corrupt_t_0p4_0p6=0.6231 corrupt_frac_t_0p4_0p6=0.2329 loss_all=1.8157 init_gold_top10=0.2979 init_gold_top100=0.3046 +step=5800 micro_steps=23200 elapsed=124.6s lr=3.000000e-04 loss=2.5639 loss_recon=2.5639 loss_meanflow=0.0000 mean_model_t=0.5060 mean_corrupt_t=0.5060 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7687 corrupt_frac=0.5516 acc_corrupt=0.5923 loss_corrupt=2.5639 wrong_frac=0.4972 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.1902 corrupt_frac_t_0p0_0p2=0.2402 acc_corrupt_t_0p4_0p6=0.6189 corrupt_frac_t_0p4_0p6=0.2511 acc_corrupt_t_0p6_0p8=0.7939 corrupt_frac_t_0p6_0p8=0.2390 acc_corrupt_t_0p8_1p0=0.9380 corrupt_frac_t_0p8_1p0=0.2371 out_w_norm=115.9449 out_g_norm=0.2381 acc_corrupt_t_0p2_0p4=0.4061 corrupt_frac_t_0p2_0p4=0.2311 loss_all=2.6646 init_gold_top10=0.1663 init_gold_top100=0.1822 +step=5900 micro_steps=23600 elapsed=124.8s lr=3.000000e-04 loss=2.5474 loss_recon=2.5474 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7710 corrupt_frac=0.5465 acc_corrupt=0.5928 loss_corrupt=2.5474 wrong_frac=0.4985 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.1942 corrupt_frac_t_0p0_0p2=0.2404 acc_corrupt_t_0p4_0p6=0.6219 corrupt_frac_t_0p4_0p6=0.2408 acc_corrupt_t_0p6_0p8=0.7916 corrupt_frac_t_0p6_0p8=0.2463 out_w_norm=117.1647 out_g_norm=0.2349 acc_corrupt_t_0p2_0p4=0.4054 corrupt_frac_t_0p2_0p4=0.2350 acc_corrupt_t_0p8_1p0=0.9409 corrupt_frac_t_0p8_1p0=0.2373 loss_all=0.8686 init_gold_top10=0.6675 init_gold_top100=0.6700 +step=6000 micro_steps=24000 elapsed=125.1s lr=3.000000e-04 loss=2.5945 loss_recon=2.5945 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7697 corrupt_frac=0.5425 acc_corrupt=0.5867 loss_corrupt=2.5945 wrong_frac=0.5041 init_acc_corrupt=0.4604 acc_corrupt_t_0p2_0p4=0.4022 corrupt_frac_t_0p2_0p4=0.2397 acc_corrupt_t_0p4_0p6=0.6230 corrupt_frac_t_0p4_0p6=0.2340 acc_corrupt_t_0p6_0p8=0.7975 corrupt_frac_t_0p6_0p8=0.2331 acc_corrupt_t_0p8_1p0=0.9386 corrupt_frac_t_0p8_1p0=0.2295 out_w_norm=118.3738 out_g_norm=0.2731 acc_corrupt_t_0p0_0p2=0.1909 corrupt_frac_t_0p0_0p2=0.2444 loss_all=1.6064 init_gold_top10=0.4164 init_gold_top100=0.4254 +step=6100 micro_steps=24400 elapsed=131.7s lr=3.000000e-04 loss=2.6112 loss_recon=2.6112 loss_meanflow=0.0000 mean_model_t=0.4929 mean_corrupt_t=0.4929 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7650 corrupt_frac=0.5514 acc_corrupt=0.5857 loss_corrupt=2.6112 wrong_frac=0.5052 init_acc_corrupt=0.4601 acc_corrupt_t_0p0_0p2=0.1844 corrupt_frac_t_0p0_0p2=0.2395 acc_corrupt_t_0p4_0p6=0.6276 corrupt_frac_t_0p4_0p6=0.2350 acc_corrupt_t_0p6_0p8=0.7944 corrupt_frac_t_0p6_0p8=0.2497 acc_corrupt_t_0p8_1p0=0.9391 corrupt_frac_t_0p8_1p0=0.2318 out_w_norm=119.5789 out_g_norm=0.2294 acc_corrupt_t_0p2_0p4=0.4026 corrupt_frac_t_0p2_0p4=0.2388 loss_all=1.4107 init_gold_top10=0.4687 init_gold_top100=0.4767 +step=6200 micro_steps=24800 elapsed=125.7s lr=3.000000e-04 loss=2.4884 loss_recon=2.4884 loss_meanflow=0.0000 mean_model_t=0.5043 mean_corrupt_t=0.5043 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7764 corrupt_frac=0.5462 acc_corrupt=0.6016 loss_corrupt=2.4884 wrong_frac=0.4921 init_acc_corrupt=0.4741 acc_corrupt_t_0p2_0p4=0.4070 corrupt_frac_t_0p2_0p4=0.2445 acc_corrupt_t_0p4_0p6=0.6259 corrupt_frac_t_0p4_0p6=0.2505 acc_corrupt_t_0p8_1p0=0.9385 corrupt_frac_t_0p8_1p0=0.2418 out_w_norm=120.7886 out_g_norm=0.2276 acc_corrupt_t_0p0_0p2=0.2020 corrupt_frac_t_0p0_0p2=0.2292 acc_corrupt_t_0p6_0p8=0.7946 corrupt_frac_t_0p6_0p8=0.2374 loss_all=2.4757 init_gold_top10=0.4624 init_gold_top100=0.4676 +step=6300 micro_steps=25200 elapsed=125.6s lr=3.000000e-04 loss=2.5116 loss_recon=2.5116 loss_meanflow=0.0000 mean_model_t=0.5071 mean_corrupt_t=0.5071 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7711 corrupt_frac=0.5552 acc_corrupt=0.5990 loss_corrupt=2.5116 wrong_frac=0.4925 init_acc_corrupt=0.4736 acc_corrupt_t_0p0_0p2=0.1988 corrupt_frac_t_0p0_0p2=0.2312 acc_corrupt_t_0p2_0p4=0.4073 corrupt_frac_t_0p2_0p4=0.2395 acc_corrupt_t_0p6_0p8=0.7972 corrupt_frac_t_0p6_0p8=0.2448 acc_corrupt_t_0p8_1p0=0.9409 corrupt_frac_t_0p8_1p0=0.2430 out_w_norm=121.9768 out_g_norm=0.2249 acc_corrupt_t_0p4_0p6=0.6222 corrupt_frac_t_0p4_0p6=0.2504 loss_all=1.3872 init_gold_top10=0.3498 init_gold_top100=0.3556 +step=6400 micro_steps=25600 elapsed=125.6s lr=3.000000e-04 loss=2.5604 loss_recon=2.5604 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7727 corrupt_frac=0.5420 acc_corrupt=0.5925 loss_corrupt=2.5604 wrong_frac=0.5032 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.1984 corrupt_frac_t_0p0_0p2=0.2354 acc_corrupt_t_0p2_0p4=0.4032 corrupt_frac_t_0p2_0p4=0.2454 acc_corrupt_t_0p4_0p6=0.6232 corrupt_frac_t_0p4_0p6=0.2535 acc_corrupt_t_0p6_0p8=0.7970 corrupt_frac_t_0p6_0p8=0.2489 acc_corrupt_t_0p8_1p0=0.9422 corrupt_frac_t_0p8_1p0=0.2278 out_w_norm=123.1901 out_g_norm=0.2266 loss_all=1.5893 init_gold_top10=0.4654 init_gold_top100=0.4753 +step=6500 micro_steps=26000 elapsed=126.1s lr=3.000000e-04 loss=2.6063 loss_recon=2.6063 loss_meanflow=0.0000 mean_model_t=0.4896 mean_corrupt_t=0.4896 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7666 corrupt_frac=0.5462 acc_corrupt=0.5841 loss_corrupt=2.6063 wrong_frac=0.5117 init_acc_corrupt=0.4534 acc_corrupt_t_0p0_0p2=0.1918 corrupt_frac_t_0p0_0p2=0.2592 acc_corrupt_t_0p2_0p4=0.4181 corrupt_frac_t_0p2_0p4=0.2331 acc_corrupt_t_0p4_0p6=0.6251 corrupt_frac_t_0p4_0p6=0.2472 acc_corrupt_t_0p6_0p8=0.7997 corrupt_frac_t_0p6_0p8=0.2291 acc_corrupt_t_0p8_1p0=0.9387 corrupt_frac_t_0p8_1p0=0.2251 out_w_norm=124.3453 out_g_norm=0.2172 loss_all=1.5035 init_gold_top10=0.4371 init_gold_top100=0.4432 +step=6600 micro_steps=26400 elapsed=126.3s lr=3.000000e-04 loss=2.5584 loss_recon=2.5584 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7665 corrupt_frac=0.5585 acc_corrupt=0.5923 loss_corrupt=2.5584 wrong_frac=0.5002 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.1905 corrupt_frac_t_0p0_0p2=0.2395 acc_corrupt_t_0p4_0p6=0.6284 corrupt_frac_t_0p4_0p6=0.2510 acc_corrupt_t_0p6_0p8=0.7985 corrupt_frac_t_0p6_0p8=0.2367 acc_corrupt_t_0p8_1p0=0.9387 corrupt_frac_t_0p8_1p0=0.2312 out_w_norm=125.4783 out_g_norm=0.2143 acc_corrupt_t_0p2_0p4=0.4093 corrupt_frac_t_0p2_0p4=0.2355 loss_all=1.3583 init_gold_top10=0.5430 init_gold_top100=0.5452 +step=6700 micro_steps=26800 elapsed=126.1s lr=3.000000e-04 loss=2.5471 loss_recon=2.5471 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7667 corrupt_frac=0.5593 acc_corrupt=0.5940 loss_corrupt=2.5471 wrong_frac=0.4993 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.1956 corrupt_frac_t_0p0_0p2=0.2371 acc_corrupt_t_0p2_0p4=0.4068 corrupt_frac_t_0p2_0p4=0.2444 acc_corrupt_t_0p4_0p6=0.6337 corrupt_frac_t_0p4_0p6=0.2354 acc_corrupt_t_0p8_1p0=0.9391 corrupt_frac_t_0p8_1p0=0.2396 out_w_norm=126.6184 out_g_norm=0.2100 acc_corrupt_t_0p6_0p8=0.7996 corrupt_frac_t_0p6_0p8=0.2318 loss_all=2.5005 init_gold_top10=0.3255 init_gold_top100=0.3333 +step=6800 micro_steps=27200 elapsed=125.9s lr=3.000000e-04 loss=2.5312 loss_recon=2.5312 loss_meanflow=0.0000 mean_model_t=0.5047 mean_corrupt_t=0.5047 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7729 corrupt_frac=0.5474 acc_corrupt=0.5965 loss_corrupt=2.5312 wrong_frac=0.4973 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1929 corrupt_frac_t_0p0_0p2=0.2419 acc_corrupt_t_0p4_0p6=0.6322 corrupt_frac_t_0p4_0p6=0.2431 acc_corrupt_t_0p6_0p8=0.7992 corrupt_frac_t_0p6_0p8=0.2501 acc_corrupt_t_0p8_1p0=0.9432 corrupt_frac_t_0p8_1p0=0.2430 out_w_norm=127.7915 out_g_norm=0.2118 acc_corrupt_t_0p2_0p4=0.4131 corrupt_frac_t_0p2_0p4=0.2333 loss_all=1.3651 init_gold_top10=0.3665 init_gold_top100=0.3700 +step=6900 micro_steps=27600 elapsed=125.5s lr=3.000000e-04 loss=2.4525 loss_recon=2.4525 loss_meanflow=0.0000 mean_model_t=0.5091 mean_corrupt_t=0.5091 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7816 corrupt_frac=0.5406 acc_corrupt=0.6060 loss_corrupt=2.4525 wrong_frac=0.4904 init_acc_corrupt=0.4759 acc_corrupt_t_0p0_0p2=0.2025 corrupt_frac_t_0p0_0p2=0.2215 acc_corrupt_t_0p2_0p4=0.4141 corrupt_frac_t_0p2_0p4=0.2365 acc_corrupt_t_0p6_0p8=0.8021 corrupt_frac_t_0p6_0p8=0.2395 acc_corrupt_t_0p8_1p0=0.9416 corrupt_frac_t_0p8_1p0=0.2401 out_w_norm=128.9913 out_g_norm=0.2150 acc_corrupt_t_0p4_0p6=0.6276 corrupt_frac_t_0p4_0p6=0.2380 loss_all=1.8254 init_gold_top10=0.4135 init_gold_top100=0.4204 +step=7000 micro_steps=28000 elapsed=125.4s lr=3.000000e-04 loss=2.5356 loss_recon=2.5356 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7709 corrupt_frac=0.5509 acc_corrupt=0.5947 loss_corrupt=2.5356 wrong_frac=0.5014 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.1967 corrupt_frac_t_0p0_0p2=0.2442 acc_corrupt_t_0p2_0p4=0.4146 corrupt_frac_t_0p2_0p4=0.2292 acc_corrupt_t_0p4_0p6=0.6263 corrupt_frac_t_0p4_0p6=0.2390 acc_corrupt_t_0p6_0p8=0.8016 corrupt_frac_t_0p6_0p8=0.2280 out_w_norm=130.1566 out_g_norm=0.2121 acc_corrupt_t_0p8_1p0=0.9375 corrupt_frac_t_0p8_1p0=0.2493 loss_all=1.4563 init_gold_top10=0.4492 init_gold_top100=0.4541 +step=7100 micro_steps=28400 elapsed=131.1s lr=3.000000e-04 loss=2.5206 loss_recon=2.5206 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7722 corrupt_frac=0.5475 acc_corrupt=0.5941 loss_corrupt=2.5206 wrong_frac=0.5050 init_acc_corrupt=0.4595 acc_corrupt_t_0p0_0p2=0.1999 corrupt_frac_t_0p0_0p2=0.2380 acc_corrupt_t_0p2_0p4=0.4156 corrupt_frac_t_0p2_0p4=0.2392 acc_corrupt_t_0p4_0p6=0.6353 corrupt_frac_t_0p4_0p6=0.2361 acc_corrupt_t_0p8_1p0=0.9388 corrupt_frac_t_0p8_1p0=0.2291 out_w_norm=131.2930 out_g_norm=0.2126 acc_corrupt_t_0p6_0p8=0.7976 corrupt_frac_t_0p6_0p8=0.2604 loss_all=1.4962 init_gold_top10=0.3164 init_gold_top100=0.3272 +step=7200 micro_steps=28800 elapsed=125.3s lr=3.000000e-04 loss=2.4819 loss_recon=2.4819 loss_meanflow=0.0000 mean_model_t=0.5027 mean_corrupt_t=0.5027 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7770 corrupt_frac=0.5454 acc_corrupt=0.6011 loss_corrupt=2.4819 wrong_frac=0.4972 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.1984 corrupt_frac_t_0p0_0p2=0.2340 acc_corrupt_t_0p2_0p4=0.4148 corrupt_frac_t_0p2_0p4=0.2353 acc_corrupt_t_0p4_0p6=0.6284 corrupt_frac_t_0p4_0p6=0.2426 acc_corrupt_t_0p6_0p8=0.7977 corrupt_frac_t_0p6_0p8=0.2452 acc_corrupt_t_0p8_1p0=0.9401 corrupt_frac_t_0p8_1p0=0.2342 out_w_norm=132.4133 out_g_norm=0.2110 loss_all=0.8794 init_gold_top10=0.5531 init_gold_top100=0.5557 +step=7300 micro_steps=29200 elapsed=125.5s lr=3.000000e-04 loss=2.4214 loss_recon=2.4214 loss_meanflow=0.0000 mean_model_t=0.5092 mean_corrupt_t=0.5092 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7796 corrupt_frac=0.5532 acc_corrupt=0.6114 loss_corrupt=2.4214 wrong_frac=0.4854 init_acc_corrupt=0.4826 acc_corrupt_t_0p0_0p2=0.1973 corrupt_frac_t_0p0_0p2=0.2346 acc_corrupt_t_0p2_0p4=0.4275 corrupt_frac_t_0p2_0p4=0.2273 acc_corrupt_t_0p4_0p6=0.6276 corrupt_frac_t_0p4_0p6=0.2427 acc_corrupt_t_0p8_1p0=0.9398 corrupt_frac_t_0p8_1p0=0.2539 out_w_norm=133.5413 out_g_norm=0.2038 acc_corrupt_t_0p6_0p8=0.7986 corrupt_frac_t_0p6_0p8=0.2371 loss_all=1.5849 init_gold_top10=0.5775 init_gold_top100=0.5790 +step=7400 micro_steps=29600 elapsed=126.0s lr=3.000000e-04 loss=2.5115 loss_recon=2.5115 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7732 corrupt_frac=0.5490 acc_corrupt=0.5976 loss_corrupt=2.5115 wrong_frac=0.4997 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.1952 corrupt_frac_t_0p0_0p2=0.2370 acc_corrupt_t_0p2_0p4=0.4142 corrupt_frac_t_0p2_0p4=0.2343 acc_corrupt_t_0p4_0p6=0.6345 corrupt_frac_t_0p4_0p6=0.2508 acc_corrupt_t_0p6_0p8=0.8003 corrupt_frac_t_0p6_0p8=0.2343 acc_corrupt_t_0p8_1p0=0.9408 corrupt_frac_t_0p8_1p0=0.2371 out_w_norm=134.6410 out_g_norm=0.2036 loss_all=0.8437 init_gold_top10=0.4162 init_gold_top100=0.4201 +step=7500 micro_steps=30000 elapsed=125.1s lr=3.000000e-04 loss=2.4778 loss_recon=2.4778 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7762 corrupt_frac=0.5480 acc_corrupt=0.6018 loss_corrupt=2.4778 wrong_frac=0.4974 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.2000 corrupt_frac_t_0p0_0p2=0.2404 acc_corrupt_t_0p2_0p4=0.4204 corrupt_frac_t_0p2_0p4=0.2431 acc_corrupt_t_0p6_0p8=0.8011 corrupt_frac_t_0p6_0p8=0.2442 acc_corrupt_t_0p8_1p0=0.9391 corrupt_frac_t_0p8_1p0=0.2362 out_w_norm=135.7371 out_g_norm=0.2054 acc_corrupt_t_0p4_0p6=0.6349 corrupt_frac_t_0p4_0p6=0.2415 loss_all=0.7339 init_gold_top10=0.6490 init_gold_top100=0.6523 +step=7600 micro_steps=30400 elapsed=125.6s lr=3.000000e-04 loss=2.5013 loss_recon=2.5013 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7709 corrupt_frac=0.5579 acc_corrupt=0.5991 loss_corrupt=2.5013 wrong_frac=0.4971 init_acc_corrupt=0.4676 acc_corrupt_t_0p2_0p4=0.4078 corrupt_frac_t_0p2_0p4=0.2396 acc_corrupt_t_0p4_0p6=0.6380 corrupt_frac_t_0p4_0p6=0.2379 acc_corrupt_t_0p6_0p8=0.8082 corrupt_frac_t_0p6_0p8=0.2429 acc_corrupt_t_0p8_1p0=0.9391 corrupt_frac_t_0p8_1p0=0.2530 out_w_norm=136.8287 out_g_norm=0.1986 acc_corrupt_t_0p0_0p2=0.1969 corrupt_frac_t_0p0_0p2=0.2439 loss_all=2.2036 init_gold_top10=0.3416 init_gold_top100=0.3504 +step=7700 micro_steps=30800 elapsed=126.5s lr=3.000000e-04 loss=2.4990 loss_recon=2.4990 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7724 corrupt_frac=0.5504 acc_corrupt=0.5967 loss_corrupt=2.4990 wrong_frac=0.5032 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.1982 corrupt_frac_t_0p0_0p2=0.2345 acc_corrupt_t_0p2_0p4=0.4169 corrupt_frac_t_0p2_0p4=0.2376 acc_corrupt_t_0p4_0p6=0.6360 corrupt_frac_t_0p4_0p6=0.2434 acc_corrupt_t_0p6_0p8=0.8018 corrupt_frac_t_0p6_0p8=0.2360 out_w_norm=137.9154 out_g_norm=0.1956 acc_corrupt_t_0p8_1p0=0.9426 corrupt_frac_t_0p8_1p0=0.2395 loss_all=1.6887 init_gold_top10=0.5140 init_gold_top100=0.5173 +step=7800 micro_steps=31200 elapsed=125.9s lr=3.000000e-04 loss=2.5670 loss_recon=2.5670 loss_meanflow=0.0000 mean_model_t=0.4873 mean_corrupt_t=0.4873 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7645 corrupt_frac=0.5556 acc_corrupt=0.5865 loss_corrupt=2.5670 wrong_frac=0.5142 init_acc_corrupt=0.4494 acc_corrupt_t_0p0_0p2=0.2042 corrupt_frac_t_0p0_0p2=0.2557 acc_corrupt_t_0p2_0p4=0.4220 corrupt_frac_t_0p2_0p4=0.2454 acc_corrupt_t_0p4_0p6=0.6298 corrupt_frac_t_0p4_0p6=0.2378 acc_corrupt_t_0p6_0p8=0.7972 corrupt_frac_t_0p6_0p8=0.2456 acc_corrupt_t_0p8_1p0=0.9435 corrupt_frac_t_0p8_1p0=0.2279 out_w_norm=138.9983 out_g_norm=0.2009 loss_all=2.3782 init_gold_top10=0.3585 init_gold_top100=0.3688 +step=7900 micro_steps=31600 elapsed=125.6s lr=3.000000e-04 loss=2.4530 loss_recon=2.4530 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7767 corrupt_frac=0.5503 acc_corrupt=0.6044 loss_corrupt=2.4530 wrong_frac=0.4960 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.1989 corrupt_frac_t_0p0_0p2=0.2280 acc_corrupt_t_0p4_0p6=0.6357 corrupt_frac_t_0p4_0p6=0.2353 acc_corrupt_t_0p6_0p8=0.8054 corrupt_frac_t_0p6_0p8=0.2308 acc_corrupt_t_0p8_1p0=0.9452 corrupt_frac_t_0p8_1p0=0.2385 out_w_norm=140.0683 out_g_norm=0.1905 acc_corrupt_t_0p2_0p4=0.4207 corrupt_frac_t_0p2_0p4=0.2511 loss_all=1.1365 init_gold_top10=0.4887 init_gold_top100=0.4907 +step=8000 micro_steps=32000 elapsed=125.7s lr=3.000000e-04 loss=2.4318 loss_recon=2.4318 loss_meanflow=0.0000 mean_model_t=0.5076 mean_corrupt_t=0.5076 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7799 corrupt_frac=0.5480 acc_corrupt=0.6079 loss_corrupt=2.4318 wrong_frac=0.4932 init_acc_corrupt=0.4722 acc_corrupt_t_0p0_0p2=0.2058 corrupt_frac_t_0p0_0p2=0.2385 acc_corrupt_t_0p2_0p4=0.4229 corrupt_frac_t_0p2_0p4=0.2333 acc_corrupt_t_0p8_1p0=0.9410 corrupt_frac_t_0p8_1p0=0.2475 out_w_norm=141.1495 out_g_norm=0.1949 acc_corrupt_t_0p4_0p6=0.6379 corrupt_frac_t_0p4_0p6=0.2358 acc_corrupt_t_0p6_0p8=0.8044 corrupt_frac_t_0p6_0p8=0.2388 loss_all=1.0224 init_gold_top10=0.6175 init_gold_top100=0.6194 +step=8100 micro_steps=32400 elapsed=131.4s lr=3.000000e-04 loss=2.4863 loss_recon=2.4863 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7750 corrupt_frac=0.5494 acc_corrupt=0.6002 loss_corrupt=2.4863 wrong_frac=0.4995 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1965 corrupt_frac_t_0p0_0p2=0.2454 acc_corrupt_t_0p2_0p4=0.4213 corrupt_frac_t_0p2_0p4=0.2326 acc_corrupt_t_0p4_0p6=0.6338 corrupt_frac_t_0p4_0p6=0.2372 acc_corrupt_t_0p6_0p8=0.8050 corrupt_frac_t_0p6_0p8=0.2516 acc_corrupt_t_0p8_1p0=0.9446 corrupt_frac_t_0p8_1p0=0.2285 out_w_norm=142.2163 out_g_norm=0.1909 loss_all=1.3251 init_gold_top10=0.5331 init_gold_top100=0.5440 +step=8200 micro_steps=32800 elapsed=125.3s lr=3.000000e-04 loss=2.4710 loss_recon=2.4710 loss_meanflow=0.0000 mean_model_t=0.4907 mean_corrupt_t=0.4907 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7739 corrupt_frac=0.5528 acc_corrupt=0.6009 loss_corrupt=2.4710 wrong_frac=0.5018 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.2081 corrupt_frac_t_0p0_0p2=0.2382 acc_corrupt_t_0p2_0p4=0.4203 corrupt_frac_t_0p2_0p4=0.2331 acc_corrupt_t_0p6_0p8=0.8042 corrupt_frac_t_0p6_0p8=0.2344 acc_corrupt_t_0p8_1p0=0.9432 corrupt_frac_t_0p8_1p0=0.2427 out_w_norm=143.2755 out_g_norm=0.1873 acc_corrupt_t_0p4_0p6=0.6333 corrupt_frac_t_0p4_0p6=0.2539 loss_all=0.7707 init_gold_top10=0.6594 init_gold_top100=0.6606 +step=8300 micro_steps=33200 elapsed=125.3s lr=3.000000e-04 loss=2.4230 loss_recon=2.4230 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7801 corrupt_frac=0.5482 acc_corrupt=0.6085 loss_corrupt=2.4230 wrong_frac=0.4950 init_acc_corrupt=0.4711 acc_corrupt_t_0p2_0p4=0.4240 corrupt_frac_t_0p2_0p4=0.2520 acc_corrupt_t_0p4_0p6=0.6360 corrupt_frac_t_0p4_0p6=0.2505 acc_corrupt_t_0p6_0p8=0.7980 corrupt_frac_t_0p6_0p8=0.2471 acc_corrupt_t_0p8_1p0=0.9431 corrupt_frac_t_0p8_1p0=0.2455 out_w_norm=144.3229 out_g_norm=0.1873 acc_corrupt_t_0p0_0p2=0.2110 corrupt_frac_t_0p0_0p2=0.2277 loss_all=0.7626 init_gold_top10=0.6043 init_gold_top100=0.6090 +step=8400 micro_steps=33600 elapsed=125.3s lr=3.000000e-04 loss=2.5234 loss_recon=2.5234 loss_meanflow=0.0000 mean_model_t=0.4953 mean_corrupt_t=0.4953 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7688 corrupt_frac=0.5567 acc_corrupt=0.5946 loss_corrupt=2.5234 wrong_frac=0.5052 init_acc_corrupt=0.4592 acc_corrupt_t_0p0_0p2=0.1950 corrupt_frac_t_0p0_0p2=0.2545 acc_corrupt_t_0p2_0p4=0.4205 corrupt_frac_t_0p2_0p4=0.2411 acc_corrupt_t_0p6_0p8=0.8046 corrupt_frac_t_0p6_0p8=0.2430 out_w_norm=145.3841 out_g_norm=0.1868 acc_corrupt_t_0p4_0p6=0.6363 corrupt_frac_t_0p4_0p6=0.2195 acc_corrupt_t_0p8_1p0=0.9411 corrupt_frac_t_0p8_1p0=0.2355 loss_all=1.1636 init_gold_top10=0.5195 init_gold_top100=0.5278 +step=8500 micro_steps=34000 elapsed=125.2s lr=3.000000e-04 loss=2.3864 loss_recon=2.3864 loss_meanflow=0.0000 mean_model_t=0.5082 mean_corrupt_t=0.5082 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7806 corrupt_frac=0.5554 acc_corrupt=0.6142 loss_corrupt=2.3864 wrong_frac=0.4874 init_acc_corrupt=0.4796 acc_corrupt_t_0p0_0p2=0.2051 corrupt_frac_t_0p0_0p2=0.2375 acc_corrupt_t_0p2_0p4=0.4227 corrupt_frac_t_0p2_0p4=0.2342 acc_corrupt_t_0p4_0p6=0.6367 corrupt_frac_t_0p4_0p6=0.2486 acc_corrupt_t_0p8_1p0=0.9422 corrupt_frac_t_0p8_1p0=0.2481 out_w_norm=146.4334 out_g_norm=0.1874 acc_corrupt_t_0p6_0p8=0.8075 corrupt_frac_t_0p6_0p8=0.2461 loss_all=0.7701 init_gold_top10=0.6519 init_gold_top100=0.6534 +step=8600 micro_steps=34400 elapsed=125.3s lr=3.000000e-04 loss=2.4972 loss_recon=2.4972 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7718 corrupt_frac=0.5549 acc_corrupt=0.5987 loss_corrupt=2.4972 wrong_frac=0.5043 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.2006 corrupt_frac_t_0p0_0p2=0.2554 acc_corrupt_t_0p2_0p4=0.4202 corrupt_frac_t_0p2_0p4=0.2422 acc_corrupt_t_0p4_0p6=0.6425 corrupt_frac_t_0p4_0p6=0.2387 acc_corrupt_t_0p6_0p8=0.8089 corrupt_frac_t_0p6_0p8=0.2370 acc_corrupt_t_0p8_1p0=0.9440 corrupt_frac_t_0p8_1p0=0.2467 out_w_norm=147.4827 out_g_norm=0.1850 loss_all=2.9548 init_gold_top10=0.2442 init_gold_top100=0.2621 +step=8700 micro_steps=34800 elapsed=125.3s lr=3.000000e-04 loss=2.4567 loss_recon=2.4567 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7746 corrupt_frac=0.5537 acc_corrupt=0.6028 loss_corrupt=2.4567 wrong_frac=0.5003 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.2062 corrupt_frac_t_0p0_0p2=0.2369 acc_corrupt_t_0p2_0p4=0.4146 corrupt_frac_t_0p2_0p4=0.2382 acc_corrupt_t_0p4_0p6=0.6328 corrupt_frac_t_0p4_0p6=0.2449 acc_corrupt_t_0p6_0p8=0.8074 corrupt_frac_t_0p6_0p8=0.2400 acc_corrupt_t_0p8_1p0=0.9433 corrupt_frac_t_0p8_1p0=0.2408 out_w_norm=148.5290 out_g_norm=0.1810 loss_all=1.4648 init_gold_top10=0.3972 init_gold_top100=0.4070 +step=8800 micro_steps=35200 elapsed=125.6s lr=3.000000e-04 loss=2.4820 loss_recon=2.4820 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7732 corrupt_frac=0.5527 acc_corrupt=0.5992 loss_corrupt=2.4820 wrong_frac=0.5050 init_acc_corrupt=0.4596 acc_corrupt_t_0p0_0p2=0.2054 corrupt_frac_t_0p0_0p2=0.2317 acc_corrupt_t_0p2_0p4=0.4217 corrupt_frac_t_0p2_0p4=0.2616 acc_corrupt_t_0p6_0p8=0.8078 corrupt_frac_t_0p6_0p8=0.2252 acc_corrupt_t_0p8_1p0=0.9443 corrupt_frac_t_0p8_1p0=0.2366 out_w_norm=149.5731 out_g_norm=0.1795 acc_corrupt_t_0p4_0p6=0.6406 corrupt_frac_t_0p4_0p6=0.2412 loss_all=3.0750 init_gold_top10=0.3016 init_gold_top100=0.3114 +step=8900 micro_steps=35600 elapsed=125.2s lr=3.000000e-04 loss=2.3957 loss_recon=2.3957 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7819 corrupt_frac=0.5462 acc_corrupt=0.6103 loss_corrupt=2.3957 wrong_frac=0.4969 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.2150 corrupt_frac_t_0p0_0p2=0.2307 acc_corrupt_t_0p2_0p4=0.4262 corrupt_frac_t_0p2_0p4=0.2433 acc_corrupt_t_0p4_0p6=0.6391 corrupt_frac_t_0p4_0p6=0.2372 acc_corrupt_t_0p6_0p8=0.8087 corrupt_frac_t_0p6_0p8=0.2441 out_w_norm=150.5998 out_g_norm=0.1785 acc_corrupt_t_0p8_1p0=0.9429 corrupt_frac_t_0p8_1p0=0.2320 loss_all=1.2025 init_gold_top10=0.6336 init_gold_top100=0.6383 +step=9000 micro_steps=36000 elapsed=125.4s lr=3.000000e-04 loss=2.4326 loss_recon=2.4326 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7760 corrupt_frac=0.5558 acc_corrupt=0.6060 loss_corrupt=2.4326 wrong_frac=0.4987 init_acc_corrupt=0.4670 acc_corrupt_t_0p2_0p4=0.4227 corrupt_frac_t_0p2_0p4=0.2483 acc_corrupt_t_0p4_0p6=0.6383 corrupt_frac_t_0p4_0p6=0.2515 acc_corrupt_t_0p8_1p0=0.9425 corrupt_frac_t_0p8_1p0=0.2411 out_w_norm=151.6169 out_g_norm=0.1751 acc_corrupt_t_0p0_0p2=0.2085 corrupt_frac_t_0p0_0p2=0.2244 acc_corrupt_t_0p6_0p8=0.8095 corrupt_frac_t_0p6_0p8=0.2368 loss_all=1.6791 init_gold_top10=0.4711 init_gold_top100=0.4761 +step=9100 micro_steps=36400 elapsed=131.8s lr=3.000000e-04 loss=2.3929 loss_recon=2.3929 loss_meanflow=0.0000 mean_model_t=0.5056 mean_corrupt_t=0.5056 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7826 corrupt_frac=0.5470 acc_corrupt=0.6115 loss_corrupt=2.3929 wrong_frac=0.4928 init_acc_corrupt=0.4723 acc_corrupt_t_0p0_0p2=0.2053 corrupt_frac_t_0p0_0p2=0.2390 acc_corrupt_t_0p2_0p4=0.4248 corrupt_frac_t_0p2_0p4=0.2335 acc_corrupt_t_0p6_0p8=0.8111 corrupt_frac_t_0p6_0p8=0.2380 acc_corrupt_t_0p8_1p0=0.9434 corrupt_frac_t_0p8_1p0=0.2558 out_w_norm=152.6350 out_g_norm=0.1761 acc_corrupt_t_0p4_0p6=0.6422 corrupt_frac_t_0p4_0p6=0.2338 loss_all=0.7984 init_gold_top10=0.6736 init_gold_top100=0.6749 +step=9200 micro_steps=36800 elapsed=125.8s lr=3.000000e-04 loss=2.3900 loss_recon=2.3900 loss_meanflow=0.0000 mean_model_t=0.5054 mean_corrupt_t=0.5054 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7824 corrupt_frac=0.5473 acc_corrupt=0.6115 loss_corrupt=2.3900 wrong_frac=0.4941 init_acc_corrupt=0.4717 acc_corrupt_t_0p2_0p4=0.4229 corrupt_frac_t_0p2_0p4=0.2459 acc_corrupt_t_0p4_0p6=0.6452 corrupt_frac_t_0p4_0p6=0.2244 acc_corrupt_t_0p6_0p8=0.8046 corrupt_frac_t_0p6_0p8=0.2483 acc_corrupt_t_0p8_1p0=0.9464 corrupt_frac_t_0p8_1p0=0.2426 out_w_norm=153.6520 out_g_norm=0.1794 acc_corrupt_t_0p0_0p2=0.2114 corrupt_frac_t_0p0_0p2=0.2394 loss_all=1.9426 init_gold_top10=0.4261 init_gold_top100=0.4301 +step=9300 micro_steps=37200 elapsed=126.1s lr=3.000000e-04 loss=2.4792 loss_recon=2.4792 loss_meanflow=0.0000 mean_model_t=0.4926 mean_corrupt_t=0.4926 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7703 corrupt_frac=0.5580 acc_corrupt=0.5978 loss_corrupt=2.4792 wrong_frac=0.5082 init_acc_corrupt=0.4563 acc_corrupt_t_0p0_0p2=0.2005 corrupt_frac_t_0p0_0p2=0.2399 acc_corrupt_t_0p4_0p6=0.6453 corrupt_frac_t_0p4_0p6=0.2315 acc_corrupt_t_0p6_0p8=0.8114 corrupt_frac_t_0p6_0p8=0.2431 acc_corrupt_t_0p8_1p0=0.9444 corrupt_frac_t_0p8_1p0=0.2306 out_w_norm=154.6665 out_g_norm=0.1727 acc_corrupt_t_0p2_0p4=0.4266 corrupt_frac_t_0p2_0p4=0.2597 loss_all=1.1584 init_gold_top10=0.5865 init_gold_top100=0.5890 +step=9400 micro_steps=37600 elapsed=126.6s lr=3.000000e-04 loss=2.4287 loss_recon=2.4287 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7777 corrupt_frac=0.5508 acc_corrupt=0.6055 loss_corrupt=2.4287 wrong_frac=0.5004 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.2095 corrupt_frac_t_0p0_0p2=0.2325 acc_corrupt_t_0p2_0p4=0.4209 corrupt_frac_t_0p2_0p4=0.2441 acc_corrupt_t_0p6_0p8=0.8097 corrupt_frac_t_0p6_0p8=0.2412 acc_corrupt_t_0p8_1p0=0.9458 corrupt_frac_t_0p8_1p0=0.2409 out_w_norm=155.6851 out_g_norm=0.1735 acc_corrupt_t_0p4_0p6=0.6453 corrupt_frac_t_0p4_0p6=0.2418 loss_all=1.5043 init_gold_top10=0.4688 init_gold_top100=0.4713 +step=9500 micro_steps=38000 elapsed=125.9s lr=3.000000e-04 loss=2.4172 loss_recon=2.4172 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7777 corrupt_frac=0.5529 acc_corrupt=0.6073 loss_corrupt=2.4172 wrong_frac=0.4984 init_acc_corrupt=0.4682 acc_corrupt_t_0p0_0p2=0.2013 corrupt_frac_t_0p0_0p2=0.2445 acc_corrupt_t_0p2_0p4=0.4270 corrupt_frac_t_0p2_0p4=0.2418 acc_corrupt_t_0p8_1p0=0.9435 corrupt_frac_t_0p8_1p0=0.2472 out_w_norm=156.7022 out_g_norm=0.1749 acc_corrupt_t_0p4_0p6=0.6433 corrupt_frac_t_0p4_0p6=0.2345 acc_corrupt_t_0p6_0p8=0.8062 corrupt_frac_t_0p6_0p8=0.2408 loss_all=0.8005 init_gold_top10=0.6790 init_gold_top100=0.6798 +step=9600 micro_steps=38400 elapsed=126.0s lr=3.000000e-04 loss=2.4257 loss_recon=2.4257 loss_meanflow=0.0000 mean_model_t=0.5051 mean_corrupt_t=0.5051 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7738 corrupt_frac=0.5641 acc_corrupt=0.6076 loss_corrupt=2.4257 wrong_frac=0.4957 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.2097 corrupt_frac_t_0p0_0p2=0.2355 acc_corrupt_t_0p2_0p4=0.4242 corrupt_frac_t_0p2_0p4=0.2479 acc_corrupt_t_0p4_0p6=0.6415 corrupt_frac_t_0p4_0p6=0.2443 acc_corrupt_t_0p6_0p8=0.8099 corrupt_frac_t_0p6_0p8=0.2283 out_w_norm=157.7438 out_g_norm=0.1839 acc_corrupt_t_0p8_1p0=0.9442 corrupt_frac_t_0p8_1p0=0.2530 loss_all=0.4623 init_gold_top10=0.6326 init_gold_top100=0.6353 +step=9700 micro_steps=38800 elapsed=126.0s lr=3.000000e-04 loss=2.4430 loss_recon=2.4430 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7772 corrupt_frac=0.5481 acc_corrupt=0.6032 loss_corrupt=2.4430 wrong_frac=0.5032 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.2022 corrupt_frac_t_0p0_0p2=0.2405 acc_corrupt_t_0p4_0p6=0.6529 corrupt_frac_t_0p4_0p6=0.2250 acc_corrupt_t_0p6_0p8=0.8102 corrupt_frac_t_0p6_0p8=0.2482 acc_corrupt_t_0p8_1p0=0.9480 corrupt_frac_t_0p8_1p0=0.2336 out_w_norm=158.7565 out_g_norm=0.1716 acc_corrupt_t_0p2_0p4=0.4189 corrupt_frac_t_0p2_0p4=0.2351 loss_all=2.1744 init_gold_top10=0.3913 init_gold_top100=0.3999 +step=9800 micro_steps=39200 elapsed=126.1s lr=3.000000e-04 loss=2.4836 loss_recon=2.4836 loss_meanflow=0.0000 mean_model_t=0.4917 mean_corrupt_t=0.4917 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7724 corrupt_frac=0.5526 acc_corrupt=0.5977 loss_corrupt=2.4836 wrong_frac=0.5078 init_acc_corrupt=0.4565 acc_corrupt_t_0p0_0p2=0.2054 corrupt_frac_t_0p0_0p2=0.2452 acc_corrupt_t_0p2_0p4=0.4229 corrupt_frac_t_0p2_0p4=0.2437 acc_corrupt_t_0p6_0p8=0.8062 corrupt_frac_t_0p6_0p8=0.2479 out_w_norm=159.7595 out_g_norm=0.1960 acc_corrupt_t_0p4_0p6=0.6407 corrupt_frac_t_0p4_0p6=0.2429 acc_corrupt_t_0p8_1p0=0.9454 corrupt_frac_t_0p8_1p0=0.2326 loss_all=1.6126 init_gold_top10=0.5031 init_gold_top100=0.5062 +step=9900 micro_steps=39600 elapsed=125.1s lr=3.000000e-04 loss=2.4240 loss_recon=2.4240 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7754 corrupt_frac=0.5561 acc_corrupt=0.6054 loss_corrupt=2.4240 wrong_frac=0.5019 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.2125 corrupt_frac_t_0p0_0p2=0.2486 acc_corrupt_t_0p4_0p6=0.6435 corrupt_frac_t_0p4_0p6=0.2519 acc_corrupt_t_0p6_0p8=0.8091 corrupt_frac_t_0p6_0p8=0.2392 acc_corrupt_t_0p8_1p0=0.9447 corrupt_frac_t_0p8_1p0=0.2357 out_w_norm=160.7876 out_g_norm=0.1675 acc_corrupt_t_0p2_0p4=0.4281 corrupt_frac_t_0p2_0p4=0.2321 loss_all=1.6660 init_gold_top10=0.5738 init_gold_top100=0.5821 +step=10000 micro_steps=40000 elapsed=125.1s lr=3.000000e-04 loss=2.4528 loss_recon=2.4528 loss_meanflow=0.0000 mean_model_t=0.4919 mean_corrupt_t=0.4919 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7757 corrupt_frac=0.5480 acc_corrupt=0.6002 loss_corrupt=2.4528 wrong_frac=0.5079 init_acc_corrupt=0.4562 acc_corrupt_t_0p0_0p2=0.2134 corrupt_frac_t_0p0_0p2=0.2387 acc_corrupt_t_0p2_0p4=0.4206 corrupt_frac_t_0p2_0p4=0.2510 acc_corrupt_t_0p4_0p6=0.6433 corrupt_frac_t_0p4_0p6=0.2408 acc_corrupt_t_0p6_0p8=0.8111 corrupt_frac_t_0p6_0p8=0.2416 acc_corrupt_t_0p8_1p0=0.9457 corrupt_frac_t_0p8_1p0=0.2343 out_w_norm=161.7703 out_g_norm=0.1675 loss_all=1.8056 init_gold_top10=0.3388 init_gold_top100=0.3445 +step=10100 micro_steps=40400 elapsed=139.3s lr=3.000000e-04 loss=2.3657 loss_recon=2.3657 loss_meanflow=0.0000 mean_model_t=0.5091 mean_corrupt_t=0.5091 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7843 corrupt_frac=0.5471 acc_corrupt=0.6146 loss_corrupt=2.3657 wrong_frac=0.4924 init_acc_corrupt=0.4747 acc_corrupt_t_0p0_0p2=0.2073 corrupt_frac_t_0p0_0p2=0.2232 acc_corrupt_t_0p2_0p4=0.4273 corrupt_frac_t_0p2_0p4=0.2421 acc_corrupt_t_0p4_0p6=0.6445 corrupt_frac_t_0p4_0p6=0.2431 acc_corrupt_t_0p6_0p8=0.8045 corrupt_frac_t_0p6_0p8=0.2505 acc_corrupt_t_0p8_1p0=0.9472 corrupt_frac_t_0p8_1p0=0.2412 out_w_norm=162.7553 out_g_norm=0.1628 loss_all=1.2558 init_gold_top10=0.6007 init_gold_top100=0.6025 +step=10200 micro_steps=40800 elapsed=126.1s lr=3.000000e-04 loss=2.4522 loss_recon=2.4522 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7774 corrupt_frac=0.5457 acc_corrupt=0.6014 loss_corrupt=2.4522 wrong_frac=0.5052 init_acc_corrupt=0.4584 acc_corrupt_t_0p2_0p4=0.4255 corrupt_frac_t_0p2_0p4=0.2426 acc_corrupt_t_0p4_0p6=0.6442 corrupt_frac_t_0p4_0p6=0.2357 acc_corrupt_t_0p8_1p0=0.9470 corrupt_frac_t_0p8_1p0=0.2420 out_w_norm=163.7401 out_g_norm=0.1711 acc_corrupt_t_0p0_0p2=0.2070 corrupt_frac_t_0p0_0p2=0.2598 acc_corrupt_t_0p6_0p8=0.8142 corrupt_frac_t_0p6_0p8=0.2348 loss_all=0.8213 init_gold_top10=0.4871 init_gold_top100=0.4984 +step=10300 micro_steps=41200 elapsed=125.6s lr=3.000000e-04 loss=2.4137 loss_recon=2.4137 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7800 corrupt_frac=0.5485 acc_corrupt=0.6081 loss_corrupt=2.4137 wrong_frac=0.5000 init_acc_corrupt=0.4644 acc_corrupt_t_0p2_0p4=0.4262 corrupt_frac_t_0p2_0p4=0.2388 acc_corrupt_t_0p4_0p6=0.6479 corrupt_frac_t_0p4_0p6=0.2267 acc_corrupt_t_0p6_0p8=0.8110 corrupt_frac_t_0p6_0p8=0.2419 acc_corrupt_t_0p8_1p0=0.9441 corrupt_frac_t_0p8_1p0=0.2417 out_w_norm=164.7276 out_g_norm=0.1690 acc_corrupt_t_0p0_0p2=0.2112 corrupt_frac_t_0p0_0p2=0.2404 loss_all=0.5879 init_gold_top10=0.5384 init_gold_top100=0.5421 +step=10400 micro_steps=41600 elapsed=125.8s lr=3.000000e-04 loss=2.4182 loss_recon=2.4182 loss_meanflow=0.0000 mean_model_t=0.4941 mean_corrupt_t=0.4941 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7770 corrupt_frac=0.5533 acc_corrupt=0.6059 loss_corrupt=2.4182 wrong_frac=0.5056 init_acc_corrupt=0.4599 acc_corrupt_t_0p0_0p2=0.2186 corrupt_frac_t_0p0_0p2=0.2310 acc_corrupt_t_0p4_0p6=0.6468 corrupt_frac_t_0p4_0p6=0.2564 acc_corrupt_t_0p6_0p8=0.8105 corrupt_frac_t_0p6_0p8=0.2406 acc_corrupt_t_0p8_1p0=0.9457 corrupt_frac_t_0p8_1p0=0.2353 out_w_norm=165.7082 out_g_norm=0.1644 acc_corrupt_t_0p2_0p4=0.4237 corrupt_frac_t_0p2_0p4=0.2429 loss_all=1.5652 init_gold_top10=0.4357 init_gold_top100=0.4386 +step=10500 micro_steps=42000 elapsed=125.7s lr=3.000000e-04 loss=2.3554 loss_recon=2.3554 loss_meanflow=0.0000 mean_model_t=0.5054 mean_corrupt_t=0.5054 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7831 corrupt_frac=0.5507 acc_corrupt=0.6149 loss_corrupt=2.3554 wrong_frac=0.4939 init_acc_corrupt=0.4730 acc_corrupt_t_0p0_0p2=0.2088 corrupt_frac_t_0p0_0p2=0.2320 acc_corrupt_t_0p2_0p4=0.4284 corrupt_frac_t_0p2_0p4=0.2272 acc_corrupt_t_0p6_0p8=0.8108 corrupt_frac_t_0p6_0p8=0.2490 acc_corrupt_t_0p8_1p0=0.9442 corrupt_frac_t_0p8_1p0=0.2445 out_w_norm=166.6895 out_g_norm=0.1589 acc_corrupt_t_0p4_0p6=0.6473 corrupt_frac_t_0p4_0p6=0.2381 loss_all=1.2247 init_gold_top10=0.5716 init_gold_top100=0.5737 +step=10600 micro_steps=42400 elapsed=126.1s lr=3.000000e-04 loss=2.3827 loss_recon=2.3827 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7813 corrupt_frac=0.5478 acc_corrupt=0.6099 loss_corrupt=2.3827 wrong_frac=0.5033 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.2219 corrupt_frac_t_0p0_0p2=0.2322 acc_corrupt_t_0p6_0p8=0.8140 corrupt_frac_t_0p6_0p8=0.2399 acc_corrupt_t_0p8_1p0=0.9457 corrupt_frac_t_0p8_1p0=0.2358 out_w_norm=167.6551 out_g_norm=0.1629 acc_corrupt_t_0p2_0p4=0.4336 corrupt_frac_t_0p2_0p4=0.2420 acc_corrupt_t_0p4_0p6=0.6494 corrupt_frac_t_0p4_0p6=0.2432 loss_all=0.7962 init_gold_top10=0.5745 init_gold_top100=0.5780 +step=10700 micro_steps=42800 elapsed=126.1s lr=3.000000e-04 loss=2.4350 loss_recon=2.4350 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7770 corrupt_frac=0.5502 acc_corrupt=0.6034 loss_corrupt=2.4350 wrong_frac=0.5059 init_acc_corrupt=0.4595 acc_corrupt_t_0p0_0p2=0.2037 corrupt_frac_t_0p0_0p2=0.2489 acc_corrupt_t_0p4_0p6=0.6494 corrupt_frac_t_0p4_0p6=0.2450 acc_corrupt_t_0p6_0p8=0.8125 corrupt_frac_t_0p6_0p8=0.2394 acc_corrupt_t_0p8_1p0=0.9455 corrupt_frac_t_0p8_1p0=0.2362 out_w_norm=168.6349 out_g_norm=0.1580 acc_corrupt_t_0p2_0p4=0.4318 corrupt_frac_t_0p2_0p4=0.2338 loss_all=1.0001 init_gold_top10=0.5294 init_gold_top100=0.5349 +step=10800 micro_steps=43200 elapsed=125.8s lr=3.000000e-04 loss=2.4335 loss_recon=2.4335 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7772 corrupt_frac=0.5513 acc_corrupt=0.6052 loss_corrupt=2.4335 wrong_frac=0.5021 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.2031 corrupt_frac_t_0p0_0p2=0.2439 acc_corrupt_t_0p2_0p4=0.4276 corrupt_frac_t_0p2_0p4=0.2464 acc_corrupt_t_0p4_0p6=0.6495 corrupt_frac_t_0p4_0p6=0.2412 acc_corrupt_t_0p6_0p8=0.8129 corrupt_frac_t_0p6_0p8=0.2241 out_w_norm=169.6067 out_g_norm=0.1570 acc_corrupt_t_0p8_1p0=0.9460 corrupt_frac_t_0p8_1p0=0.2483 loss_all=1.3479 init_gold_top10=0.3602 init_gold_top100=0.3669 +step=10900 micro_steps=43600 elapsed=125.5s lr=3.000000e-04 loss=2.4237 loss_recon=2.4237 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7772 corrupt_frac=0.5536 acc_corrupt=0.6064 loss_corrupt=2.4237 wrong_frac=0.5024 init_acc_corrupt=0.4627 acc_corrupt_t_0p2_0p4=0.4297 corrupt_frac_t_0p2_0p4=0.2481 acc_corrupt_t_0p4_0p6=0.6451 corrupt_frac_t_0p4_0p6=0.2370 acc_corrupt_t_0p6_0p8=0.8120 corrupt_frac_t_0p6_0p8=0.2332 acc_corrupt_t_0p8_1p0=0.9451 corrupt_frac_t_0p8_1p0=0.2467 out_w_norm=170.5670 out_g_norm=0.1657 acc_corrupt_t_0p0_0p2=0.2048 corrupt_frac_t_0p0_0p2=0.2462 loss_all=0.7972 init_gold_top10=0.6312 init_gold_top100=0.6364 +step=11000 micro_steps=44000 elapsed=126.2s lr=3.000000e-04 loss=2.3498 loss_recon=2.3498 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7834 corrupt_frac=0.5499 acc_corrupt=0.6150 loss_corrupt=2.3498 wrong_frac=0.4974 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.2119 corrupt_frac_t_0p0_0p2=0.2411 acc_corrupt_t_0p2_0p4=0.4406 corrupt_frac_t_0p2_0p4=0.2474 acc_corrupt_t_0p4_0p6=0.6481 corrupt_frac_t_0p4_0p6=0.2439 acc_corrupt_t_0p6_0p8=0.8178 corrupt_frac_t_0p6_0p8=0.2403 acc_corrupt_t_0p8_1p0=0.9491 corrupt_frac_t_0p8_1p0=0.2312 out_w_norm=171.5198 out_g_norm=0.1605 loss_all=1.6891 init_gold_top10=0.4799 init_gold_top100=0.4888 +step=11100 micro_steps=44400 elapsed=131.1s lr=3.000000e-04 loss=2.4246 loss_recon=2.4246 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7765 corrupt_frac=0.5516 acc_corrupt=0.6039 loss_corrupt=2.4246 wrong_frac=0.5060 init_acc_corrupt=0.4598 acc_corrupt_t_0p0_0p2=0.2069 corrupt_frac_t_0p0_0p2=0.2451 acc_corrupt_t_0p4_0p6=0.6447 corrupt_frac_t_0p4_0p6=0.2388 acc_corrupt_t_0p6_0p8=0.8107 corrupt_frac_t_0p6_0p8=0.2483 acc_corrupt_t_0p8_1p0=0.9462 corrupt_frac_t_0p8_1p0=0.2278 out_w_norm=172.4800 out_g_norm=0.1588 acc_corrupt_t_0p2_0p4=0.4366 corrupt_frac_t_0p2_0p4=0.2350 loss_all=1.4865 init_gold_top10=0.5689 init_gold_top100=0.5760 +step=11200 micro_steps=44800 elapsed=125.3s lr=3.000000e-04 loss=2.3408 loss_recon=2.3408 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7826 corrupt_frac=0.5541 acc_corrupt=0.6164 loss_corrupt=2.3408 wrong_frac=0.4948 init_acc_corrupt=0.4719 acc_corrupt_t_0p0_0p2=0.2190 corrupt_frac_t_0p0_0p2=0.2448 acc_corrupt_t_0p2_0p4=0.4342 corrupt_frac_t_0p2_0p4=0.2184 acc_corrupt_t_0p4_0p6=0.6411 corrupt_frac_t_0p4_0p6=0.2492 acc_corrupt_t_0p6_0p8=0.8116 corrupt_frac_t_0p6_0p8=0.2437 acc_corrupt_t_0p8_1p0=0.9473 corrupt_frac_t_0p8_1p0=0.2479 out_w_norm=173.4322 out_g_norm=0.1525 loss_all=1.2301 init_gold_top10=0.5154 init_gold_top100=0.5239 +step=11300 micro_steps=45200 elapsed=125.5s lr=3.000000e-04 loss=2.4171 loss_recon=2.4171 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7780 corrupt_frac=0.5516 acc_corrupt=0.6065 loss_corrupt=2.4171 wrong_frac=0.5027 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.2119 corrupt_frac_t_0p0_0p2=0.2460 acc_corrupt_t_0p2_0p4=0.4235 corrupt_frac_t_0p2_0p4=0.2365 acc_corrupt_t_0p4_0p6=0.6500 corrupt_frac_t_0p4_0p6=0.2386 acc_corrupt_t_0p8_1p0=0.9460 corrupt_frac_t_0p8_1p0=0.2475 out_w_norm=174.3773 out_g_norm=0.1618 acc_corrupt_t_0p6_0p8=0.8140 corrupt_frac_t_0p6_0p8=0.2300 loss_all=1.2301 init_gold_top10=0.4819 init_gold_top100=0.4838 +step=11400 micro_steps=45600 elapsed=125.6s lr=3.000000e-04 loss=2.4027 loss_recon=2.4027 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7779 corrupt_frac=0.5555 acc_corrupt=0.6088 loss_corrupt=2.4027 wrong_frac=0.5008 init_acc_corrupt=0.4636 acc_corrupt_t_0p2_0p4=0.4244 corrupt_frac_t_0p2_0p4=0.2488 acc_corrupt_t_0p4_0p6=0.6416 corrupt_frac_t_0p4_0p6=0.2338 acc_corrupt_t_0p6_0p8=0.8212 corrupt_frac_t_0p6_0p8=0.2353 out_w_norm=175.3309 out_g_norm=0.1540 acc_corrupt_t_0p0_0p2=0.2084 corrupt_frac_t_0p0_0p2=0.2381 acc_corrupt_t_0p8_1p0=0.9461 corrupt_frac_t_0p8_1p0=0.2402 loss_all=0.8804 init_gold_top10=0.5137 init_gold_top100=0.5183 +step=11500 micro_steps=46000 elapsed=125.0s lr=3.000000e-04 loss=2.3778 loss_recon=2.3778 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7800 corrupt_frac=0.5522 acc_corrupt=0.6109 loss_corrupt=2.3778 wrong_frac=0.5013 init_acc_corrupt=0.4652 acc_corrupt_t_0p2_0p4=0.4359 corrupt_frac_t_0p2_0p4=0.2430 acc_corrupt_t_0p4_0p6=0.6509 corrupt_frac_t_0p4_0p6=0.2389 acc_corrupt_t_0p6_0p8=0.8105 corrupt_frac_t_0p6_0p8=0.2483 acc_corrupt_t_0p8_1p0=0.9477 corrupt_frac_t_0p8_1p0=0.2355 out_w_norm=176.2775 out_g_norm=0.1609 acc_corrupt_t_0p0_0p2=0.2122 corrupt_frac_t_0p0_0p2=0.2455 loss_all=1.7193 init_gold_top10=0.4354 init_gold_top100=0.4400 +step=11600 micro_steps=46400 elapsed=125.1s lr=3.000000e-04 loss=2.3721 loss_recon=2.3721 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7826 corrupt_frac=0.5480 acc_corrupt=0.6120 loss_corrupt=2.3721 wrong_frac=0.5001 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.2074 corrupt_frac_t_0p0_0p2=0.2415 acc_corrupt_t_0p2_0p4=0.4374 corrupt_frac_t_0p2_0p4=0.2451 acc_corrupt_t_0p4_0p6=0.6580 corrupt_frac_t_0p4_0p6=0.2387 acc_corrupt_t_0p6_0p8=0.8133 corrupt_frac_t_0p6_0p8=0.2350 acc_corrupt_t_0p8_1p0=0.9437 corrupt_frac_t_0p8_1p0=0.2467 out_w_norm=177.2302 out_g_norm=0.1543 loss_all=0.6405 init_gold_top10=0.4225 init_gold_top100=0.4261 +step=11700 micro_steps=46800 elapsed=125.2s lr=3.000000e-04 loss=2.3644 loss_recon=2.3644 loss_meanflow=0.0000 mean_model_t=0.4969 mean_corrupt_t=0.4969 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7823 corrupt_frac=0.5500 acc_corrupt=0.6129 loss_corrupt=2.3644 wrong_frac=0.4997 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.2229 corrupt_frac_t_0p0_0p2=0.2459 acc_corrupt_t_0p2_0p4=0.4366 corrupt_frac_t_0p2_0p4=0.2473 acc_corrupt_t_0p4_0p6=0.6466 corrupt_frac_t_0p4_0p6=0.2462 acc_corrupt_t_0p6_0p8=0.8142 corrupt_frac_t_0p6_0p8=0.2446 acc_corrupt_t_0p8_1p0=0.9494 corrupt_frac_t_0p8_1p0=0.2422 out_w_norm=178.1726 out_g_norm=0.1535 loss_all=1.4997 init_gold_top10=0.5153 init_gold_top100=0.5195 +step=11800 micro_steps=47200 elapsed=124.7s lr=3.000000e-04 loss=2.3828 loss_recon=2.3828 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7774 corrupt_frac=0.5572 acc_corrupt=0.6094 loss_corrupt=2.3828 wrong_frac=0.5032 init_acc_corrupt=0.4628 acc_corrupt_t_0p2_0p4=0.4277 corrupt_frac_t_0p2_0p4=0.2383 acc_corrupt_t_0p4_0p6=0.6497 corrupt_frac_t_0p4_0p6=0.2411 acc_corrupt_t_0p6_0p8=0.8167 corrupt_frac_t_0p6_0p8=0.2409 acc_corrupt_t_0p8_1p0=0.9464 corrupt_frac_t_0p8_1p0=0.2324 out_w_norm=179.1102 out_g_norm=0.1514 acc_corrupt_t_0p0_0p2=0.2161 corrupt_frac_t_0p0_0p2=0.2405 loss_all=1.2631 init_gold_top10=0.3997 init_gold_top100=0.4049 +step=11900 micro_steps=47600 elapsed=125.2s lr=3.000000e-04 loss=2.3500 loss_recon=2.3500 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7825 corrupt_frac=0.5528 acc_corrupt=0.6153 loss_corrupt=2.3500 wrong_frac=0.4958 init_acc_corrupt=0.4712 acc_corrupt_t_0p0_0p2=0.2087 corrupt_frac_t_0p0_0p2=0.2431 acc_corrupt_t_0p2_0p4=0.4362 corrupt_frac_t_0p2_0p4=0.2231 acc_corrupt_t_0p4_0p6=0.6435 corrupt_frac_t_0p4_0p6=0.2472 acc_corrupt_t_0p6_0p8=0.8169 corrupt_frac_t_0p6_0p8=0.2490 acc_corrupt_t_0p8_1p0=0.9478 corrupt_frac_t_0p8_1p0=0.2404 out_w_norm=180.0384 out_g_norm=0.1461 loss_all=0.8827 init_gold_top10=0.5819 init_gold_top100=0.5840 +step=12000 micro_steps=48000 elapsed=126.0s lr=3.000000e-04 loss=2.3751 loss_recon=2.3751 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7826 corrupt_frac=0.5498 acc_corrupt=0.6133 loss_corrupt=2.3751 wrong_frac=0.4955 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.2120 corrupt_frac_t_0p0_0p2=0.2426 acc_corrupt_t_0p4_0p6=0.6532 corrupt_frac_t_0p4_0p6=0.2275 acc_corrupt_t_0p6_0p8=0.8139 corrupt_frac_t_0p6_0p8=0.2495 out_w_norm=180.9832 out_g_norm=0.1508 acc_corrupt_t_0p2_0p4=0.4276 corrupt_frac_t_0p2_0p4=0.2364 acc_corrupt_t_0p8_1p0=0.9459 corrupt_frac_t_0p8_1p0=0.2423 loss_all=1.7718 init_gold_top10=0.4476 init_gold_top100=0.4516 +step=12100 micro_steps=48400 elapsed=131.1s lr=3.000000e-04 loss=2.3725 loss_recon=2.3725 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7812 corrupt_frac=0.5497 acc_corrupt=0.6111 loss_corrupt=2.3725 wrong_frac=0.5002 init_acc_corrupt=0.4643 acc_corrupt_t_0p0_0p2=0.2113 corrupt_frac_t_0p0_0p2=0.2382 acc_corrupt_t_0p2_0p4=0.4324 corrupt_frac_t_0p2_0p4=0.2453 acc_corrupt_t_0p6_0p8=0.8141 corrupt_frac_t_0p6_0p8=0.2510 acc_corrupt_t_0p8_1p0=0.9491 corrupt_frac_t_0p8_1p0=0.2311 out_w_norm=181.9278 out_g_norm=0.1496 acc_corrupt_t_0p4_0p6=0.6494 corrupt_frac_t_0p4_0p6=0.2320 loss_all=0.7283 init_gold_top10=0.6779 init_gold_top100=0.6844 +step=12200 micro_steps=48800 elapsed=125.9s lr=3.000000e-04 loss=2.3496 loss_recon=2.3496 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7802 corrupt_frac=0.5596 acc_corrupt=0.6157 loss_corrupt=2.3496 wrong_frac=0.4972 init_acc_corrupt=0.4695 acc_corrupt_t_0p4_0p6=0.6564 corrupt_frac_t_0p4_0p6=0.2327 acc_corrupt_t_0p6_0p8=0.8201 corrupt_frac_t_0p6_0p8=0.2451 acc_corrupt_t_0p8_1p0=0.9462 corrupt_frac_t_0p8_1p0=0.2426 out_w_norm=182.8632 out_g_norm=0.1471 acc_corrupt_t_0p0_0p2=0.2085 corrupt_frac_t_0p0_0p2=0.2315 acc_corrupt_t_0p2_0p4=0.4369 corrupt_frac_t_0p2_0p4=0.2503 loss_all=1.6987 init_gold_top10=0.4713 init_gold_top100=0.4730 +step=12300 micro_steps=49200 elapsed=125.1s lr=3.000000e-04 loss=2.3620 loss_recon=2.3620 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7811 corrupt_frac=0.5538 acc_corrupt=0.6133 loss_corrupt=2.3620 wrong_frac=0.5000 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.2190 corrupt_frac_t_0p0_0p2=0.2336 acc_corrupt_t_0p2_0p4=0.4320 corrupt_frac_t_0p2_0p4=0.2407 acc_corrupt_t_0p4_0p6=0.6529 corrupt_frac_t_0p4_0p6=0.2498 acc_corrupt_t_0p6_0p8=0.8172 corrupt_frac_t_0p6_0p8=0.2394 acc_corrupt_t_0p8_1p0=0.9471 corrupt_frac_t_0p8_1p0=0.2327 out_w_norm=183.8040 out_g_norm=0.1442 loss_all=0.5327 init_gold_top10=0.6246 init_gold_top100=0.6304 +step=12400 micro_steps=49600 elapsed=126.7s lr=3.000000e-04 loss=2.4081 loss_recon=2.4081 loss_meanflow=0.0000 mean_model_t=0.4948 mean_corrupt_t=0.4948 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7790 corrupt_frac=0.5494 acc_corrupt=0.6065 loss_corrupt=2.4081 wrong_frac=0.5071 init_acc_corrupt=0.4578 acc_corrupt_t_0p0_0p2=0.2105 corrupt_frac_t_0p0_0p2=0.2490 acc_corrupt_t_0p2_0p4=0.4338 corrupt_frac_t_0p2_0p4=0.2328 acc_corrupt_t_0p4_0p6=0.6526 corrupt_frac_t_0p4_0p6=0.2397 acc_corrupt_t_0p8_1p0=0.9476 corrupt_frac_t_0p8_1p0=0.2268 out_w_norm=184.7053 out_g_norm=0.1448 acc_corrupt_t_0p6_0p8=0.8143 corrupt_frac_t_0p6_0p8=0.2510 loss_all=0.5218 init_gold_top10=0.6956 init_gold_top100=0.6965 +step=12500 micro_steps=50000 elapsed=126.3s lr=3.000000e-04 loss=2.3716 loss_recon=2.3716 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7789 corrupt_frac=0.5566 acc_corrupt=0.6116 loss_corrupt=2.3716 wrong_frac=0.5006 init_acc_corrupt=0.4652 acc_corrupt_t_0p2_0p4=0.4331 corrupt_frac_t_0p2_0p4=0.2349 acc_corrupt_t_0p4_0p6=0.6523 corrupt_frac_t_0p4_0p6=0.2389 acc_corrupt_t_0p6_0p8=0.8163 corrupt_frac_t_0p6_0p8=0.2361 acc_corrupt_t_0p8_1p0=0.9469 corrupt_frac_t_0p8_1p0=0.2425 out_w_norm=185.5938 out_g_norm=0.1445 acc_corrupt_t_0p0_0p2=0.2144 corrupt_frac_t_0p0_0p2=0.2405 loss_all=1.6158 init_gold_top10=0.4419 init_gold_top100=0.4449 +step=12600 micro_steps=50400 elapsed=126.5s lr=3.000000e-04 loss=2.3007 loss_recon=2.3007 loss_meanflow=0.0000 mean_model_t=0.5107 mean_corrupt_t=0.5107 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7874 corrupt_frac=0.5514 acc_corrupt=0.6228 loss_corrupt=2.3007 wrong_frac=0.4870 init_acc_corrupt=0.4805 acc_corrupt_t_0p0_0p2=0.2112 corrupt_frac_t_0p0_0p2=0.2357 acc_corrupt_t_0p2_0p4=0.4327 corrupt_frac_t_0p2_0p4=0.2361 acc_corrupt_t_0p4_0p6=0.6500 corrupt_frac_t_0p4_0p6=0.2414 acc_corrupt_t_0p6_0p8=0.8198 corrupt_frac_t_0p6_0p8=0.2420 acc_corrupt_t_0p8_1p0=0.9484 corrupt_frac_t_0p8_1p0=0.2491 out_w_norm=186.4989 out_g_norm=0.1408 loss_all=0.6866 init_gold_top10=0.5700 init_gold_top100=0.5724 +step=12700 micro_steps=50800 elapsed=125.9s lr=3.000000e-04 loss=2.3235 loss_recon=2.3235 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7864 corrupt_frac=0.5463 acc_corrupt=0.6175 loss_corrupt=2.3235 wrong_frac=0.4967 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.2241 corrupt_frac_t_0p0_0p2=0.2373 acc_corrupt_t_0p4_0p6=0.6566 corrupt_frac_t_0p4_0p6=0.2259 acc_corrupt_t_0p6_0p8=0.8179 corrupt_frac_t_0p6_0p8=0.2426 acc_corrupt_t_0p8_1p0=0.9478 corrupt_frac_t_0p8_1p0=0.2478 out_w_norm=187.3981 out_g_norm=0.1500 acc_corrupt_t_0p2_0p4=0.4338 corrupt_frac_t_0p2_0p4=0.2470 loss_all=0.7228 init_gold_top10=0.4873 init_gold_top100=0.4943 +step=12800 micro_steps=51200 elapsed=125.8s lr=3.000000e-04 loss=2.3679 loss_recon=2.3679 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7800 corrupt_frac=0.5535 acc_corrupt=0.6112 loss_corrupt=2.3679 wrong_frac=0.5017 init_acc_corrupt=0.4628 acc_corrupt_t_0p2_0p4=0.4256 corrupt_frac_t_0p2_0p4=0.2443 acc_corrupt_t_0p4_0p6=0.6471 corrupt_frac_t_0p4_0p6=0.2388 acc_corrupt_t_0p6_0p8=0.8175 corrupt_frac_t_0p6_0p8=0.2423 acc_corrupt_t_0p8_1p0=0.9462 corrupt_frac_t_0p8_1p0=0.2319 out_w_norm=188.2958 out_g_norm=0.1440 acc_corrupt_t_0p0_0p2=0.2205 corrupt_frac_t_0p0_0p2=0.2375 loss_all=1.2222 init_gold_top10=0.5966 init_gold_top100=0.5984 +step=12900 micro_steps=51600 elapsed=125.6s lr=3.000000e-04 loss=2.3564 loss_recon=2.3564 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7820 corrupt_frac=0.5523 acc_corrupt=0.6139 loss_corrupt=2.3564 wrong_frac=0.4996 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.2180 corrupt_frac_t_0p0_0p2=0.2389 acc_corrupt_t_0p2_0p4=0.4346 corrupt_frac_t_0p2_0p4=0.2480 acc_corrupt_t_0p4_0p6=0.6505 corrupt_frac_t_0p4_0p6=0.2451 acc_corrupt_t_0p6_0p8=0.8190 corrupt_frac_t_0p6_0p8=0.2397 acc_corrupt_t_0p8_1p0=0.9478 corrupt_frac_t_0p8_1p0=0.2485 out_w_norm=189.1758 out_g_norm=0.1416 loss_all=1.3629 init_gold_top10=0.3053 init_gold_top100=0.3167 +step=13000 micro_steps=52000 elapsed=125.6s lr=3.000000e-04 loss=2.3691 loss_recon=2.3691 loss_meanflow=0.0000 mean_model_t=0.4926 mean_corrupt_t=0.4926 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7810 corrupt_frac=0.5498 acc_corrupt=0.6105 loss_corrupt=2.3691 wrong_frac=0.5050 init_acc_corrupt=0.4605 acc_corrupt_t_0p0_0p2=0.2208 corrupt_frac_t_0p0_0p2=0.2367 acc_corrupt_t_0p2_0p4=0.4352 corrupt_frac_t_0p2_0p4=0.2437 acc_corrupt_t_0p6_0p8=0.8104 corrupt_frac_t_0p6_0p8=0.2528 acc_corrupt_t_0p8_1p0=0.9470 corrupt_frac_t_0p8_1p0=0.2269 out_w_norm=190.0607 out_g_norm=0.1425 acc_corrupt_t_0p4_0p6=0.6518 corrupt_frac_t_0p4_0p6=0.2398 loss_all=1.2595 init_gold_top10=0.4410 init_gold_top100=0.4485 +step=13100 micro_steps=52400 elapsed=130.4s lr=3.000000e-04 loss=2.3243 loss_recon=2.3243 loss_meanflow=0.0000 mean_model_t=0.5027 mean_corrupt_t=0.5027 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7838 corrupt_frac=0.5532 acc_corrupt=0.6178 loss_corrupt=2.3243 wrong_frac=0.4975 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.2166 corrupt_frac_t_0p0_0p2=0.2389 acc_corrupt_t_0p4_0p6=0.6567 corrupt_frac_t_0p4_0p6=0.2479 acc_corrupt_t_0p6_0p8=0.8186 corrupt_frac_t_0p6_0p8=0.2353 acc_corrupt_t_0p8_1p0=0.9472 corrupt_frac_t_0p8_1p0=0.2407 out_w_norm=190.9282 out_g_norm=0.1414 acc_corrupt_t_0p2_0p4=0.4404 corrupt_frac_t_0p2_0p4=0.2306 loss_all=2.5040 init_gold_top10=0.2936 init_gold_top100=0.2991 +step=13200 micro_steps=52800 elapsed=124.1s lr=3.000000e-04 loss=2.4208 loss_recon=2.4208 loss_meanflow=0.0000 mean_model_t=0.4952 mean_corrupt_t=0.4952 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7769 corrupt_frac=0.5517 acc_corrupt=0.6043 loss_corrupt=2.4208 wrong_frac=0.5083 init_acc_corrupt=0.4564 acc_corrupt_t_0p0_0p2=0.2061 corrupt_frac_t_0p0_0p2=0.2510 acc_corrupt_t_0p2_0p4=0.4364 corrupt_frac_t_0p2_0p4=0.2335 acc_corrupt_t_0p4_0p6=0.6533 corrupt_frac_t_0p4_0p6=0.2353 acc_corrupt_t_0p6_0p8=0.8171 corrupt_frac_t_0p6_0p8=0.2281 acc_corrupt_t_0p8_1p0=0.9468 corrupt_frac_t_0p8_1p0=0.2436 out_w_norm=191.8063 out_g_norm=0.1421 loss_all=1.4349 init_gold_top10=0.3777 init_gold_top100=0.3837 +step=13300 micro_steps=53200 elapsed=124.2s lr=3.000000e-04 loss=2.4244 loss_recon=2.4244 loss_meanflow=0.0000 mean_model_t=0.4955 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7789 corrupt_frac=0.5458 acc_corrupt=0.6045 loss_corrupt=2.4244 wrong_frac=0.5096 init_acc_corrupt=0.4567 acc_corrupt_t_0p0_0p2=0.2075 corrupt_frac_t_0p0_0p2=0.2527 acc_corrupt_t_0p2_0p4=0.4384 corrupt_frac_t_0p2_0p4=0.2286 acc_corrupt_t_0p4_0p6=0.6542 corrupt_frac_t_0p4_0p6=0.2365 acc_corrupt_t_0p6_0p8=0.8203 corrupt_frac_t_0p6_0p8=0.2385 acc_corrupt_t_0p8_1p0=0.9467 corrupt_frac_t_0p8_1p0=0.2385 out_w_norm=192.6756 out_g_norm=0.1408 loss_all=0.6227 init_gold_top10=0.6015 init_gold_top100=0.6029 +step=13400 micro_steps=53600 elapsed=124.3s lr=3.000000e-04 loss=2.2911 loss_recon=2.2911 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7913 corrupt_frac=0.5406 acc_corrupt=0.6220 loss_corrupt=2.2911 wrong_frac=0.4946 init_acc_corrupt=0.4713 acc_corrupt_t_0p0_0p2=0.2217 corrupt_frac_t_0p0_0p2=0.2396 acc_corrupt_t_0p2_0p4=0.4400 corrupt_frac_t_0p2_0p4=0.2293 acc_corrupt_t_0p4_0p6=0.6543 corrupt_frac_t_0p4_0p6=0.2536 acc_corrupt_t_0p6_0p8=0.8191 corrupt_frac_t_0p6_0p8=0.2359 acc_corrupt_t_0p8_1p0=0.9487 corrupt_frac_t_0p8_1p0=0.2422 out_w_norm=193.5453 out_g_norm=0.1406 loss_all=1.0745 init_gold_top10=0.5200 init_gold_top100=0.5272 +step=13500 micro_steps=54000 elapsed=124.7s lr=3.000000e-04 loss=2.2361 loss_recon=2.2361 loss_meanflow=0.0000 mean_model_t=0.5092 mean_corrupt_t=0.5092 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7902 corrupt_frac=0.5559 acc_corrupt=0.6307 loss_corrupt=2.2361 wrong_frac=0.4853 init_acc_corrupt=0.4817 acc_corrupt_t_0p2_0p4=0.4470 corrupt_frac_t_0p2_0p4=0.2407 acc_corrupt_t_0p4_0p6=0.6550 corrupt_frac_t_0p4_0p6=0.2298 acc_corrupt_t_0p6_0p8=0.8165 corrupt_frac_t_0p6_0p8=0.2453 acc_corrupt_t_0p8_1p0=0.9508 corrupt_frac_t_0p8_1p0=0.2415 out_w_norm=194.4294 out_g_norm=0.1383 acc_corrupt_t_0p0_0p2=0.2255 corrupt_frac_t_0p0_0p2=0.2272 loss_all=1.1868 init_gold_top10=0.5312 init_gold_top100=0.5334 +step=13600 micro_steps=54400 elapsed=124.0s lr=3.000000e-04 loss=2.3869 loss_recon=2.3869 loss_meanflow=0.0000 mean_model_t=0.4928 mean_corrupt_t=0.4928 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7790 corrupt_frac=0.5511 acc_corrupt=0.6081 loss_corrupt=2.3869 wrong_frac=0.5101 init_acc_corrupt=0.4539 acc_corrupt_t_0p0_0p2=0.2234 corrupt_frac_t_0p0_0p2=0.2448 acc_corrupt_t_0p2_0p4=0.4320 corrupt_frac_t_0p2_0p4=0.2410 acc_corrupt_t_0p4_0p6=0.6534 corrupt_frac_t_0p4_0p6=0.2484 acc_corrupt_t_0p6_0p8=0.8207 corrupt_frac_t_0p6_0p8=0.2306 acc_corrupt_t_0p8_1p0=0.9478 corrupt_frac_t_0p8_1p0=0.2276 out_w_norm=195.2764 out_g_norm=0.1657 loss_all=2.0555 init_gold_top10=0.3721 init_gold_top100=0.3838 +step=13700 micro_steps=54800 elapsed=124.3s lr=3.000000e-04 loss=2.3677 loss_recon=2.3677 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7798 corrupt_frac=0.5545 acc_corrupt=0.6114 loss_corrupt=2.3677 wrong_frac=0.5030 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.2102 corrupt_frac_t_0p0_0p2=0.2376 acc_corrupt_t_0p4_0p6=0.6601 corrupt_frac_t_0p4_0p6=0.2401 acc_corrupt_t_0p6_0p8=0.8235 corrupt_frac_t_0p6_0p8=0.2218 acc_corrupt_t_0p8_1p0=0.9502 corrupt_frac_t_0p8_1p0=0.2438 out_w_norm=196.1313 out_g_norm=0.1396 acc_corrupt_t_0p2_0p4=0.4331 corrupt_frac_t_0p2_0p4=0.2385 loss_all=0.9751 init_gold_top10=0.5814 init_gold_top100=0.5848 +step=13800 micro_steps=55200 elapsed=124.6s lr=3.000000e-04 loss=2.3065 loss_recon=2.3065 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7867 corrupt_frac=0.5507 acc_corrupt=0.6211 loss_corrupt=2.3065 wrong_frac=0.4946 init_acc_corrupt=0.4730 acc_corrupt_t_0p0_0p2=0.2188 corrupt_frac_t_0p0_0p2=0.2350 acc_corrupt_t_0p2_0p4=0.4417 corrupt_frac_t_0p2_0p4=0.2383 acc_corrupt_t_0p4_0p6=0.6546 corrupt_frac_t_0p4_0p6=0.2466 acc_corrupt_t_0p6_0p8=0.8183 corrupt_frac_t_0p6_0p8=0.2378 acc_corrupt_t_0p8_1p0=0.9494 corrupt_frac_t_0p8_1p0=0.2473 out_w_norm=196.9773 out_g_norm=0.1363 loss_all=0.9422 init_gold_top10=0.5740 init_gold_top100=0.5806 +step=13900 micro_steps=55600 elapsed=124.4s lr=3.000000e-04 loss=2.2468 loss_recon=2.2468 loss_meanflow=0.0000 mean_model_t=0.5066 mean_corrupt_t=0.5066 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7909 corrupt_frac=0.5481 acc_corrupt=0.6268 loss_corrupt=2.2468 wrong_frac=0.4900 init_acc_corrupt=0.4771 acc_corrupt_t_0p2_0p4=0.4406 corrupt_frac_t_0p2_0p4=0.2373 acc_corrupt_t_0p4_0p6=0.6600 corrupt_frac_t_0p4_0p6=0.2471 acc_corrupt_t_0p8_1p0=0.9482 corrupt_frac_t_0p8_1p0=0.2493 out_w_norm=197.8234 out_g_norm=0.1428 acc_corrupt_t_0p0_0p2=0.2233 corrupt_frac_t_0p0_0p2=0.2297 acc_corrupt_t_0p6_0p8=0.8231 corrupt_frac_t_0p6_0p8=0.2388 loss_all=1.1533 init_gold_top10=0.5392 init_gold_top100=0.5463 +step=14000 micro_steps=56000 elapsed=123.9s lr=3.000000e-04 loss=2.4032 loss_recon=2.4032 loss_meanflow=0.0000 mean_model_t=0.4953 mean_corrupt_t=0.4953 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7772 corrupt_frac=0.5540 acc_corrupt=0.6067 loss_corrupt=2.4032 wrong_frac=0.5062 init_acc_corrupt=0.4583 acc_corrupt_t_0p0_0p2=0.2084 corrupt_frac_t_0p0_0p2=0.2486 acc_corrupt_t_0p2_0p4=0.4385 corrupt_frac_t_0p2_0p4=0.2380 acc_corrupt_t_0p4_0p6=0.6516 corrupt_frac_t_0p4_0p6=0.2237 acc_corrupt_t_0p6_0p8=0.8175 corrupt_frac_t_0p6_0p8=0.2389 acc_corrupt_t_0p8_1p0=0.9505 corrupt_frac_t_0p8_1p0=0.2398 out_w_norm=198.6690 out_g_norm=0.1346 loss_all=1.3712 init_gold_top10=0.3885 init_gold_top100=0.4011 +step=14100 micro_steps=56400 elapsed=130.7s lr=3.000000e-04 loss=2.3903 loss_recon=2.3903 loss_meanflow=0.0000 mean_model_t=0.4863 mean_corrupt_t=0.4863 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7803 corrupt_frac=0.5460 acc_corrupt=0.6062 loss_corrupt=2.3903 wrong_frac=0.5109 init_acc_corrupt=0.4515 acc_corrupt_t_0p0_0p2=0.2230 corrupt_frac_t_0p0_0p2=0.2486 acc_corrupt_t_0p2_0p4=0.4343 corrupt_frac_t_0p2_0p4=0.2514 acc_corrupt_t_0p4_0p6=0.6564 corrupt_frac_t_0p4_0p6=0.2383 acc_corrupt_t_0p6_0p8=0.8210 corrupt_frac_t_0p6_0p8=0.2309 acc_corrupt_t_0p8_1p0=0.9494 corrupt_frac_t_0p8_1p0=0.2361 out_w_norm=199.5135 out_g_norm=0.1369 loss_all=1.6855 init_gold_top10=0.4459 init_gold_top100=0.4535 +step=14200 micro_steps=56800 elapsed=124.5s lr=3.000000e-04 loss=2.3114 loss_recon=2.3114 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7840 corrupt_frac=0.5518 acc_corrupt=0.6170 loss_corrupt=2.3114 wrong_frac=0.4995 init_acc_corrupt=0.4646 acc_corrupt_t_0p2_0p4=0.4334 corrupt_frac_t_0p2_0p4=0.2341 acc_corrupt_t_0p4_0p6=0.6546 corrupt_frac_t_0p4_0p6=0.2343 acc_corrupt_t_0p6_0p8=0.8192 corrupt_frac_t_0p6_0p8=0.2332 acc_corrupt_t_0p8_1p0=0.9472 corrupt_frac_t_0p8_1p0=0.2443 out_w_norm=200.3578 out_g_norm=0.1364 acc_corrupt_t_0p0_0p2=0.2245 corrupt_frac_t_0p0_0p2=0.2333 loss_all=1.1971 init_gold_top10=0.5554 init_gold_top100=0.5603 +step=14300 micro_steps=57200 elapsed=124.3s lr=3.000000e-04 loss=2.2964 loss_recon=2.2964 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7846 corrupt_frac=0.5551 acc_corrupt=0.6205 loss_corrupt=2.2964 wrong_frac=0.4958 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.2206 corrupt_frac_t_0p0_0p2=0.2343 acc_corrupt_t_0p2_0p4=0.4324 corrupt_frac_t_0p2_0p4=0.2462 acc_corrupt_t_0p4_0p6=0.6613 corrupt_frac_t_0p4_0p6=0.2289 acc_corrupt_t_0p6_0p8=0.8233 corrupt_frac_t_0p6_0p8=0.2363 acc_corrupt_t_0p8_1p0=0.9481 corrupt_frac_t_0p8_1p0=0.2458 out_w_norm=201.1894 out_g_norm=0.1334 loss_all=0.8985 init_gold_top10=0.5304 init_gold_top100=0.5354 +step=14400 micro_steps=57600 elapsed=124.6s lr=3.000000e-04 loss=2.3739 loss_recon=2.3739 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7780 corrupt_frac=0.5563 acc_corrupt=0.6095 loss_corrupt=2.3739 wrong_frac=0.5056 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.2154 corrupt_frac_t_0p0_0p2=0.2475 acc_corrupt_t_0p2_0p4=0.4430 corrupt_frac_t_0p2_0p4=0.2448 acc_corrupt_t_0p4_0p6=0.6485 corrupt_frac_t_0p4_0p6=0.2390 acc_corrupt_t_0p6_0p8=0.8201 corrupt_frac_t_0p6_0p8=0.2286 acc_corrupt_t_0p8_1p0=0.9464 corrupt_frac_t_0p8_1p0=0.2441 out_w_norm=202.0311 out_g_norm=0.1329 loss_all=2.7849 init_gold_top10=0.2903 init_gold_top100=0.3052 +step=14500 micro_steps=58000 elapsed=125.0s lr=3.000000e-04 loss=2.2525 loss_recon=2.2525 loss_meanflow=0.0000 mean_model_t=0.5070 mean_corrupt_t=0.5070 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7908 corrupt_frac=0.5496 acc_corrupt=0.6274 loss_corrupt=2.2525 wrong_frac=0.4900 init_acc_corrupt=0.4770 acc_corrupt_t_0p0_0p2=0.2237 corrupt_frac_t_0p0_0p2=0.2221 acc_corrupt_t_0p2_0p4=0.4385 corrupt_frac_t_0p2_0p4=0.2421 acc_corrupt_t_0p4_0p6=0.6556 corrupt_frac_t_0p4_0p6=0.2525 acc_corrupt_t_0p6_0p8=0.8178 corrupt_frac_t_0p6_0p8=0.2489 acc_corrupt_t_0p8_1p0=0.9491 corrupt_frac_t_0p8_1p0=0.2456 out_w_norm=202.8771 out_g_norm=0.1307 loss_all=0.7007 init_gold_top10=0.6363 init_gold_top100=0.6380 +step=14600 micro_steps=58400 elapsed=124.9s lr=3.000000e-04 loss=2.3503 loss_recon=2.3503 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7813 corrupt_frac=0.5530 acc_corrupt=0.6127 loss_corrupt=2.3503 wrong_frac=0.5022 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.2182 corrupt_frac_t_0p0_0p2=0.2358 acc_corrupt_t_0p2_0p4=0.4325 corrupt_frac_t_0p2_0p4=0.2494 acc_corrupt_t_0p4_0p6=0.6548 corrupt_frac_t_0p4_0p6=0.2431 acc_corrupt_t_0p6_0p8=0.8187 corrupt_frac_t_0p6_0p8=0.2198 acc_corrupt_t_0p8_1p0=0.9475 corrupt_frac_t_0p8_1p0=0.2455 out_w_norm=203.7296 out_g_norm=0.1326 loss_all=0.4214 init_gold_top10=0.6870 init_gold_top100=0.6886 +step=14700 micro_steps=58800 elapsed=125.1s lr=3.000000e-04 loss=2.3070 loss_recon=2.3070 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7867 corrupt_frac=0.5495 acc_corrupt=0.6202 loss_corrupt=2.3070 wrong_frac=0.4964 init_acc_corrupt=0.4689 acc_corrupt_t_0p4_0p6=0.6597 corrupt_frac_t_0p4_0p6=0.2295 acc_corrupt_t_0p6_0p8=0.8222 corrupt_frac_t_0p6_0p8=0.2318 acc_corrupt_t_0p8_1p0=0.9485 corrupt_frac_t_0p8_1p0=0.2467 out_w_norm=204.5688 out_g_norm=0.1383 acc_corrupt_t_0p2_0p4=0.4437 corrupt_frac_t_0p2_0p4=0.2430 acc_corrupt_t_0p0_0p2=0.2208 corrupt_frac_t_0p0_0p2=0.2334 loss_all=2.2676 init_gold_top10=0.3419 init_gold_top100=0.3519 +step=14800 micro_steps=59200 elapsed=125.3s lr=3.000000e-04 loss=2.3704 loss_recon=2.3704 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7813 corrupt_frac=0.5502 acc_corrupt=0.6113 loss_corrupt=2.3704 wrong_frac=0.5053 init_acc_corrupt=0.4594 acc_corrupt_t_0p0_0p2=0.2126 corrupt_frac_t_0p0_0p2=0.2383 acc_corrupt_t_0p2_0p4=0.4454 corrupt_frac_t_0p2_0p4=0.2458 acc_corrupt_t_0p4_0p6=0.6545 corrupt_frac_t_0p4_0p6=0.2425 acc_corrupt_t_0p8_1p0=0.9492 corrupt_frac_t_0p8_1p0=0.2387 out_w_norm=205.3996 out_g_norm=0.1345 acc_corrupt_t_0p6_0p8=0.8163 corrupt_frac_t_0p6_0p8=0.2448 loss_all=2.3778 init_gold_top10=0.4101 init_gold_top100=0.4152 +step=14900 micro_steps=59600 elapsed=124.9s lr=3.000000e-04 loss=2.2950 loss_recon=2.2950 loss_meanflow=0.0000 mean_model_t=0.5083 mean_corrupt_t=0.5083 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7872 corrupt_frac=0.5523 acc_corrupt=0.6232 loss_corrupt=2.2950 wrong_frac=0.4924 init_acc_corrupt=0.4735 acc_corrupt_t_0p0_0p2=0.2206 corrupt_frac_t_0p0_0p2=0.2340 acc_corrupt_t_0p2_0p4=0.4285 corrupt_frac_t_0p2_0p4=0.2412 acc_corrupt_t_0p4_0p6=0.6524 corrupt_frac_t_0p4_0p6=0.2433 acc_corrupt_t_0p6_0p8=0.8220 corrupt_frac_t_0p6_0p8=0.2365 acc_corrupt_t_0p8_1p0=0.9500 corrupt_frac_t_0p8_1p0=0.2516 out_w_norm=206.2196 out_g_norm=0.1303 loss_all=1.5438 init_gold_top10=0.3843 init_gold_top100=0.3947 +step=15000 micro_steps=60000 elapsed=124.4s lr=3.000000e-04 loss=2.2587 loss_recon=2.2587 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7864 corrupt_frac=0.5595 acc_corrupt=0.6262 loss_corrupt=2.2587 wrong_frac=0.4918 init_acc_corrupt=0.4755 acc_corrupt_t_0p2_0p4=0.4413 corrupt_frac_t_0p2_0p4=0.2328 acc_corrupt_t_0p4_0p6=0.6518 corrupt_frac_t_0p4_0p6=0.2580 acc_corrupt_t_0p8_1p0=0.9486 corrupt_frac_t_0p8_1p0=0.2431 out_w_norm=207.0427 out_g_norm=0.1287 acc_corrupt_t_0p6_0p8=0.8158 corrupt_frac_t_0p6_0p8=0.2505 acc_corrupt_t_0p0_0p2=0.2275 corrupt_frac_t_0p0_0p2=0.2296 loss_all=1.1307 init_gold_top10=0.4904 init_gold_top100=0.4925 +step=15100 micro_steps=60400 elapsed=131.5s lr=3.000000e-04 loss=2.3007 loss_recon=2.3007 loss_meanflow=0.0000 mean_model_t=0.5022 mean_corrupt_t=0.5022 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7894 corrupt_frac=0.5423 acc_corrupt=0.6204 loss_corrupt=2.3007 wrong_frac=0.4967 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.2214 corrupt_frac_t_0p0_0p2=0.2362 acc_corrupt_t_0p2_0p4=0.4379 corrupt_frac_t_0p2_0p4=0.2474 acc_corrupt_t_0p6_0p8=0.8196 corrupt_frac_t_0p6_0p8=0.2396 acc_corrupt_t_0p8_1p0=0.9478 corrupt_frac_t_0p8_1p0=0.2459 out_w_norm=207.8622 out_g_norm=0.1315 acc_corrupt_t_0p4_0p6=0.6627 corrupt_frac_t_0p4_0p6=0.2360 loss_all=1.8973 init_gold_top10=0.3330 init_gold_top100=0.3415 +step=15200 micro_steps=60800 elapsed=125.0s lr=3.000000e-04 loss=2.2875 loss_recon=2.2875 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7872 corrupt_frac=0.5522 acc_corrupt=0.6225 loss_corrupt=2.2875 wrong_frac=0.4948 init_acc_corrupt=0.4707 acc_corrupt_t_0p0_0p2=0.2229 corrupt_frac_t_0p0_0p2=0.2339 acc_corrupt_t_0p2_0p4=0.4388 corrupt_frac_t_0p2_0p4=0.2262 acc_corrupt_t_0p4_0p6=0.6594 corrupt_frac_t_0p4_0p6=0.2398 acc_corrupt_t_0p6_0p8=0.8175 corrupt_frac_t_0p6_0p8=0.2465 acc_corrupt_t_0p8_1p0=0.9496 corrupt_frac_t_0p8_1p0=0.2372 out_w_norm=208.6756 out_g_norm=0.1283 loss_all=1.6424 init_gold_top10=0.4473 init_gold_top100=0.4511 +step=15300 micro_steps=61200 elapsed=125.1s lr=3.000000e-04 loss=2.2853 loss_recon=2.2853 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7902 corrupt_frac=0.5430 acc_corrupt=0.6221 loss_corrupt=2.2853 wrong_frac=0.4991 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.2260 corrupt_frac_t_0p0_0p2=0.2487 acc_corrupt_t_0p2_0p4=0.4472 corrupt_frac_t_0p2_0p4=0.2406 acc_corrupt_t_0p4_0p6=0.6589 corrupt_frac_t_0p4_0p6=0.2514 acc_corrupt_t_0p6_0p8=0.8204 corrupt_frac_t_0p6_0p8=0.2356 acc_corrupt_t_0p8_1p0=0.9474 corrupt_frac_t_0p8_1p0=0.2530 out_w_norm=209.4829 out_g_norm=0.1289 loss_all=1.6538 init_gold_top10=0.3746 init_gold_top100=0.3802 +step=15400 micro_steps=61600 elapsed=124.7s lr=3.000000e-04 loss=2.3032 loss_recon=2.3032 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7847 corrupt_frac=0.5535 acc_corrupt=0.6193 loss_corrupt=2.3032 wrong_frac=0.4988 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.2154 corrupt_frac_t_0p0_0p2=0.2424 acc_corrupt_t_0p2_0p4=0.4492 corrupt_frac_t_0p2_0p4=0.2371 acc_corrupt_t_0p8_1p0=0.9513 corrupt_frac_t_0p8_1p0=0.2391 out_w_norm=210.2907 out_g_norm=0.1291 acc_corrupt_t_0p4_0p6=0.6575 corrupt_frac_t_0p4_0p6=0.2378 acc_corrupt_t_0p6_0p8=0.8224 corrupt_frac_t_0p6_0p8=0.2506 loss_all=0.8027 init_gold_top10=0.5578 init_gold_top100=0.5653 +step=15500 micro_steps=62000 elapsed=125.3s lr=3.000000e-04 loss=2.3262 loss_recon=2.3262 loss_meanflow=0.0000 mean_model_t=0.4955 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7850 corrupt_frac=0.5473 acc_corrupt=0.6159 loss_corrupt=2.3262 wrong_frac=0.5002 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.2306 corrupt_frac_t_0p0_0p2=0.2497 acc_corrupt_t_0p2_0p4=0.4346 corrupt_frac_t_0p2_0p4=0.2443 acc_corrupt_t_0p4_0p6=0.6504 corrupt_frac_t_0p4_0p6=0.2295 acc_corrupt_t_0p8_1p0=0.9501 corrupt_frac_t_0p8_1p0=0.2491 out_w_norm=211.1006 out_g_norm=0.1287 acc_corrupt_t_0p6_0p8=0.8181 corrupt_frac_t_0p6_0p8=0.2255 loss_all=2.0869 init_gold_top10=0.3338 init_gold_top100=0.3373 +step=15600 micro_steps=62400 elapsed=125.1s lr=3.000000e-04 loss=2.2270 loss_recon=2.2270 loss_meanflow=0.0000 mean_model_t=0.5088 mean_corrupt_t=0.5088 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7950 corrupt_frac=0.5412 acc_corrupt=0.6292 loss_corrupt=2.2270 wrong_frac=0.4918 init_acc_corrupt=0.4751 acc_corrupt_t_0p0_0p2=0.2344 corrupt_frac_t_0p0_0p2=0.2305 acc_corrupt_t_0p2_0p4=0.4442 corrupt_frac_t_0p2_0p4=0.2386 acc_corrupt_t_0p4_0p6=0.6556 corrupt_frac_t_0p4_0p6=0.2430 acc_corrupt_t_0p8_1p0=0.9476 corrupt_frac_t_0p8_1p0=0.2347 out_w_norm=211.9085 out_g_norm=0.1263 acc_corrupt_t_0p6_0p8=0.8226 corrupt_frac_t_0p6_0p8=0.2490 loss_all=0.8941 init_gold_top10=0.6900 init_gold_top100=0.6914 +step=15700 micro_steps=62800 elapsed=125.7s lr=3.000000e-04 loss=2.3081 loss_recon=2.3081 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7854 corrupt_frac=0.5509 acc_corrupt=0.6188 loss_corrupt=2.3081 wrong_frac=0.4986 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.2152 corrupt_frac_t_0p0_0p2=0.2359 acc_corrupt_t_0p4_0p6=0.6555 corrupt_frac_t_0p4_0p6=0.2417 acc_corrupt_t_0p6_0p8=0.8223 corrupt_frac_t_0p6_0p8=0.2440 acc_corrupt_t_0p8_1p0=0.9490 corrupt_frac_t_0p8_1p0=0.2362 out_w_norm=212.7110 out_g_norm=0.1268 acc_corrupt_t_0p2_0p4=0.4439 corrupt_frac_t_0p2_0p4=0.2346 loss_all=0.4242 init_gold_top10=0.7609 init_gold_top100=0.7617 +step=15800 micro_steps=63200 elapsed=125.6s lr=3.000000e-04 loss=2.2207 loss_recon=2.2207 loss_meanflow=0.0000 mean_model_t=0.5077 mean_corrupt_t=0.5077 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7933 corrupt_frac=0.5484 acc_corrupt=0.6308 loss_corrupt=2.2207 wrong_frac=0.4893 init_acc_corrupt=0.4768 acc_corrupt_t_0p2_0p4=0.4492 corrupt_frac_t_0p2_0p4=0.2371 acc_corrupt_t_0p4_0p6=0.6584 corrupt_frac_t_0p4_0p6=0.2373 acc_corrupt_t_0p6_0p8=0.8205 corrupt_frac_t_0p6_0p8=0.2492 acc_corrupt_t_0p8_1p0=0.9492 corrupt_frac_t_0p8_1p0=0.2487 out_w_norm=213.5022 out_g_norm=0.1313 acc_corrupt_t_0p0_0p2=0.2295 corrupt_frac_t_0p0_0p2=0.2345 loss_all=1.7981 init_gold_top10=0.3799 init_gold_top100=0.3910 +step=15900 micro_steps=63600 elapsed=124.9s lr=3.000000e-04 loss=2.3457 loss_recon=2.3457 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7833 corrupt_frac=0.5475 acc_corrupt=0.6127 loss_corrupt=2.3457 wrong_frac=0.5049 init_acc_corrupt=0.4588 acc_corrupt_t_0p2_0p4=0.4375 corrupt_frac_t_0p2_0p4=0.2451 acc_corrupt_t_0p8_1p0=0.9503 corrupt_frac_t_0p8_1p0=0.2434 out_w_norm=214.3223 out_g_norm=0.1326 acc_corrupt_t_0p0_0p2=0.2228 corrupt_frac_t_0p0_0p2=0.2416 acc_corrupt_t_0p4_0p6=0.6578 corrupt_frac_t_0p4_0p6=0.2337 acc_corrupt_t_0p6_0p8=0.8231 corrupt_frac_t_0p6_0p8=0.2364 loss_all=0.2710 init_gold_top10=0.7516 init_gold_top100=0.7542 +step=16000 micro_steps=64000 elapsed=125.0s lr=3.000000e-04 loss=2.2732 loss_recon=2.2732 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7873 corrupt_frac=0.5533 acc_corrupt=0.6235 loss_corrupt=2.2732 wrong_frac=0.4954 init_acc_corrupt=0.4710 acc_corrupt_t_0p4_0p6=0.6590 corrupt_frac_t_0p4_0p6=0.2440 acc_corrupt_t_0p6_0p8=0.8213 corrupt_frac_t_0p6_0p8=0.2361 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.2371 out_w_norm=215.1216 out_g_norm=0.1264 acc_corrupt_t_0p0_0p2=0.2219 corrupt_frac_t_0p0_0p2=0.2352 acc_corrupt_t_0p2_0p4=0.4410 corrupt_frac_t_0p2_0p4=0.2372 loss_all=0.7405 init_gold_top10=0.6898 init_gold_top100=0.6926 +step=16100 micro_steps=64400 elapsed=129.9s lr=3.000000e-04 loss=2.2811 loss_recon=2.2811 loss_meanflow=0.0000 mean_model_t=0.5080 mean_corrupt_t=0.5080 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7884 corrupt_frac=0.5511 acc_corrupt=0.6242 loss_corrupt=2.2811 wrong_frac=0.4935 init_acc_corrupt=0.4736 acc_corrupt_t_0p2_0p4=0.4473 corrupt_frac_t_0p2_0p4=0.2288 acc_corrupt_t_0p4_0p6=0.6606 corrupt_frac_t_0p4_0p6=0.2386 acc_corrupt_t_0p6_0p8=0.8254 corrupt_frac_t_0p6_0p8=0.2417 acc_corrupt_t_0p8_1p0=0.9514 corrupt_frac_t_0p8_1p0=0.2474 out_w_norm=215.9226 out_g_norm=0.1235 acc_corrupt_t_0p0_0p2=0.2158 corrupt_frac_t_0p0_0p2=0.2405 loss_all=1.8003 init_gold_top10=0.4782 init_gold_top100=0.4841 +step=16200 micro_steps=64800 elapsed=123.9s lr=3.000000e-04 loss=2.2985 loss_recon=2.2985 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7874 corrupt_frac=0.5475 acc_corrupt=0.6198 loss_corrupt=2.2985 wrong_frac=0.5014 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.2233 corrupt_frac_t_0p0_0p2=0.2389 acc_corrupt_t_0p6_0p8=0.8251 corrupt_frac_t_0p6_0p8=0.2532 acc_corrupt_t_0p8_1p0=0.9497 corrupt_frac_t_0p8_1p0=0.2262 out_w_norm=216.7198 out_g_norm=0.1244 acc_corrupt_t_0p2_0p4=0.4328 corrupt_frac_t_0p2_0p4=0.2461 acc_corrupt_t_0p4_0p6=0.6611 corrupt_frac_t_0p4_0p6=0.2421 loss_all=1.1336 init_gold_top10=0.5426 init_gold_top100=0.5485 +step=16300 micro_steps=65200 elapsed=124.0s lr=3.000000e-04 loss=2.3382 loss_recon=2.3382 loss_meanflow=0.0000 mean_model_t=0.4919 mean_corrupt_t=0.4919 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7826 corrupt_frac=0.5506 acc_corrupt=0.6134 loss_corrupt=2.3382 wrong_frac=0.5061 init_acc_corrupt=0.4599 acc_corrupt_t_0p0_0p2=0.2185 corrupt_frac_t_0p0_0p2=0.2391 acc_corrupt_t_0p2_0p4=0.4433 corrupt_frac_t_0p2_0p4=0.2437 acc_corrupt_t_0p6_0p8=0.8227 corrupt_frac_t_0p6_0p8=0.2479 acc_corrupt_t_0p8_1p0=0.9489 corrupt_frac_t_0p8_1p0=0.2260 out_w_norm=217.5137 out_g_norm=0.1278 acc_corrupt_t_0p4_0p6=0.6529 corrupt_frac_t_0p4_0p6=0.2461 loss_all=0.7882 init_gold_top10=0.4540 init_gold_top100=0.4674 +step=16400 micro_steps=65600 elapsed=124.1s lr=3.000000e-04 loss=2.3113 loss_recon=2.3113 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7844 corrupt_frac=0.5537 acc_corrupt=0.6188 loss_corrupt=2.3113 wrong_frac=0.4986 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.2246 corrupt_frac_t_0p0_0p2=0.2462 acc_corrupt_t_0p2_0p4=0.4418 corrupt_frac_t_0p2_0p4=0.2433 acc_corrupt_t_0p4_0p6=0.6600 corrupt_frac_t_0p4_0p6=0.2401 acc_corrupt_t_0p6_0p8=0.8184 corrupt_frac_t_0p6_0p8=0.2473 acc_corrupt_t_0p8_1p0=0.9476 corrupt_frac_t_0p8_1p0=0.2444 out_w_norm=218.3174 out_g_norm=0.1225 loss_all=1.6199 init_gold_top10=0.3747 init_gold_top100=0.3790 +step=16500 micro_steps=66000 elapsed=130.9s lr=3.000000e-04 loss=2.3283 loss_recon=2.3283 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7832 corrupt_frac=0.5526 acc_corrupt=0.6160 loss_corrupt=2.3283 wrong_frac=0.5027 init_acc_corrupt=0.4629 acc_corrupt_t_0p0_0p2=0.2186 corrupt_frac_t_0p0_0p2=0.2462 acc_corrupt_t_0p2_0p4=0.4495 corrupt_frac_t_0p2_0p4=0.2258 acc_corrupt_t_0p4_0p6=0.6591 corrupt_frac_t_0p4_0p6=0.2275 acc_corrupt_t_0p6_0p8=0.8206 corrupt_frac_t_0p6_0p8=0.2359 acc_corrupt_t_0p8_1p0=0.9464 corrupt_frac_t_0p8_1p0=0.2437 out_w_norm=219.1101 out_g_norm=0.1230 loss_all=1.7558 init_gold_top10=0.4520 init_gold_top100=0.4575 +step=16600 micro_steps=66400 elapsed=125.6s lr=3.000000e-04 loss=2.3017 loss_recon=2.3017 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7850 corrupt_frac=0.5522 acc_corrupt=0.6190 loss_corrupt=2.3017 wrong_frac=0.5041 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.2223 corrupt_frac_t_0p0_0p2=0.2387 acc_corrupt_t_0p2_0p4=0.4419 corrupt_frac_t_0p2_0p4=0.2425 acc_corrupt_t_0p4_0p6=0.6627 corrupt_frac_t_0p4_0p6=0.2428 acc_corrupt_t_0p6_0p8=0.8204 corrupt_frac_t_0p6_0p8=0.2444 acc_corrupt_t_0p8_1p0=0.9499 corrupt_frac_t_0p8_1p0=0.2314 out_w_norm=219.8852 out_g_norm=0.1225 loss_all=1.0623 init_gold_top10=0.5033 init_gold_top100=0.5125 +step=16700 micro_steps=66800 elapsed=123.9s lr=3.000000e-04 loss=2.2340 loss_recon=2.2340 loss_meanflow=0.0000 mean_model_t=0.5078 mean_corrupt_t=0.5078 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7932 corrupt_frac=0.5439 acc_corrupt=0.6272 loss_corrupt=2.2340 wrong_frac=0.4929 init_acc_corrupt=0.4723 acc_corrupt_t_0p2_0p4=0.4449 corrupt_frac_t_0p2_0p4=0.2390 acc_corrupt_t_0p4_0p6=0.6568 corrupt_frac_t_0p4_0p6=0.2422 acc_corrupt_t_0p8_1p0=0.9513 corrupt_frac_t_0p8_1p0=0.2389 out_w_norm=220.6715 out_g_norm=0.1221 acc_corrupt_t_0p6_0p8=0.8244 corrupt_frac_t_0p6_0p8=0.2452 acc_corrupt_t_0p0_0p2=0.2292 corrupt_frac_t_0p0_0p2=0.2363 loss_all=1.8628 init_gold_top10=0.4238 init_gold_top100=0.4300 +step=16800 micro_steps=67200 elapsed=123.8s lr=3.000000e-04 loss=2.3201 loss_recon=2.3201 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7841 corrupt_frac=0.5528 acc_corrupt=0.6174 loss_corrupt=2.3201 wrong_frac=0.4998 init_acc_corrupt=0.4649 acc_corrupt_t_0p0_0p2=0.2194 corrupt_frac_t_0p0_0p2=0.2453 acc_corrupt_t_0p2_0p4=0.4431 corrupt_frac_t_0p2_0p4=0.2297 acc_corrupt_t_0p4_0p6=0.6568 corrupt_frac_t_0p4_0p6=0.2420 acc_corrupt_t_0p6_0p8=0.8234 corrupt_frac_t_0p6_0p8=0.2287 acc_corrupt_t_0p8_1p0=0.9487 corrupt_frac_t_0p8_1p0=0.2385 out_w_norm=221.4463 out_g_norm=0.1197 loss_all=0.9843 init_gold_top10=0.5503 init_gold_top100=0.5544 +step=16900 micro_steps=67600 elapsed=124.2s lr=3.000000e-04 loss=2.3326 loss_recon=2.3326 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7816 corrupt_frac=0.5549 acc_corrupt=0.6149 loss_corrupt=2.3326 wrong_frac=0.5035 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.2186 corrupt_frac_t_0p0_0p2=0.2531 acc_corrupt_t_0p2_0p4=0.4474 corrupt_frac_t_0p2_0p4=0.2327 acc_corrupt_t_0p6_0p8=0.8208 corrupt_frac_t_0p6_0p8=0.2380 acc_corrupt_t_0p8_1p0=0.9497 corrupt_frac_t_0p8_1p0=0.2409 out_w_norm=222.2140 out_g_norm=0.1222 acc_corrupt_t_0p4_0p6=0.6618 corrupt_frac_t_0p4_0p6=0.2442 loss_all=2.4037 init_gold_top10=0.3253 init_gold_top100=0.3305 +step=17000 micro_steps=68000 elapsed=124.6s lr=3.000000e-04 loss=2.2985 loss_recon=2.2985 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7872 corrupt_frac=0.5467 acc_corrupt=0.6190 loss_corrupt=2.2985 wrong_frac=0.5004 init_acc_corrupt=0.4649 acc_corrupt_t_0p0_0p2=0.2275 corrupt_frac_t_0p0_0p2=0.2426 acc_corrupt_t_0p2_0p4=0.4429 corrupt_frac_t_0p2_0p4=0.2367 acc_corrupt_t_0p4_0p6=0.6544 corrupt_frac_t_0p4_0p6=0.2315 acc_corrupt_t_0p6_0p8=0.8208 corrupt_frac_t_0p6_0p8=0.2403 acc_corrupt_t_0p8_1p0=0.9516 corrupt_frac_t_0p8_1p0=0.2413 out_w_norm=222.9920 out_g_norm=0.1245 loss_all=1.1521 init_gold_top10=0.4596 init_gold_top100=0.4665 +step=17100 micro_steps=68400 elapsed=130.7s lr=3.000000e-04 loss=2.3148 loss_recon=2.3148 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7825 corrupt_frac=0.5568 acc_corrupt=0.6173 loss_corrupt=2.3148 wrong_frac=0.5012 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.2232 corrupt_frac_t_0p0_0p2=0.2360 acc_corrupt_t_0p2_0p4=0.4348 corrupt_frac_t_0p2_0p4=0.2582 acc_corrupt_t_0p6_0p8=0.8225 corrupt_frac_t_0p6_0p8=0.2427 acc_corrupt_t_0p8_1p0=0.9505 corrupt_frac_t_0p8_1p0=0.2299 out_w_norm=223.7687 out_g_norm=0.1205 acc_corrupt_t_0p4_0p6=0.6605 corrupt_frac_t_0p4_0p6=0.2405 loss_all=2.1367 init_gold_top10=0.3612 init_gold_top100=0.3683 +step=17200 micro_steps=68800 elapsed=125.7s lr=3.000000e-04 loss=2.3115 loss_recon=2.3115 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7835 corrupt_frac=0.5542 acc_corrupt=0.6174 loss_corrupt=2.3115 wrong_frac=0.5019 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.2209 corrupt_frac_t_0p0_0p2=0.2408 acc_corrupt_t_0p2_0p4=0.4409 corrupt_frac_t_0p2_0p4=0.2409 acc_corrupt_t_0p4_0p6=0.6596 corrupt_frac_t_0p4_0p6=0.2339 acc_corrupt_t_0p6_0p8=0.8219 corrupt_frac_t_0p6_0p8=0.2455 out_w_norm=224.5307 out_g_norm=0.1215 acc_corrupt_t_0p8_1p0=0.9495 corrupt_frac_t_0p8_1p0=0.2468 loss_all=2.7427 init_gold_top10=0.3616 init_gold_top100=0.3679 +step=17300 micro_steps=69200 elapsed=124.7s lr=3.000000e-04 loss=2.3180 loss_recon=2.3180 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7852 corrupt_frac=0.5512 acc_corrupt=0.6181 loss_corrupt=2.3180 wrong_frac=0.5004 init_acc_corrupt=0.4649 acc_corrupt_t_0p0_0p2=0.2202 corrupt_frac_t_0p0_0p2=0.2357 acc_corrupt_t_0p2_0p4=0.4423 corrupt_frac_t_0p2_0p4=0.2413 acc_corrupt_t_0p6_0p8=0.8198 corrupt_frac_t_0p6_0p8=0.2276 acc_corrupt_t_0p8_1p0=0.9502 corrupt_frac_t_0p8_1p0=0.2398 out_w_norm=225.2825 out_g_norm=0.1194 acc_corrupt_t_0p4_0p6=0.6554 corrupt_frac_t_0p4_0p6=0.2577 loss_all=0.9832 init_gold_top10=0.6441 init_gold_top100=0.6537 +step=17400 micro_steps=69600 elapsed=124.9s lr=3.000000e-04 loss=2.2631 loss_recon=2.2631 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7914 corrupt_frac=0.5429 acc_corrupt=0.6239 loss_corrupt=2.2631 wrong_frac=0.4969 init_acc_corrupt=0.4696 acc_corrupt_t_0p2_0p4=0.4476 corrupt_frac_t_0p2_0p4=0.2366 acc_corrupt_t_0p4_0p6=0.6611 corrupt_frac_t_0p4_0p6=0.2535 acc_corrupt_t_0p6_0p8=0.8265 corrupt_frac_t_0p6_0p8=0.2352 acc_corrupt_t_0p8_1p0=0.9493 corrupt_frac_t_0p8_1p0=0.2388 out_w_norm=226.0312 out_g_norm=0.1194 acc_corrupt_t_0p0_0p2=0.2252 corrupt_frac_t_0p0_0p2=0.2412 loss_all=1.3937 init_gold_top10=0.4526 init_gold_top100=0.4592 +step=17500 micro_steps=70000 elapsed=124.5s lr=3.000000e-04 loss=2.3139 loss_recon=2.3139 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7853 corrupt_frac=0.5465 acc_corrupt=0.6156 loss_corrupt=2.3139 wrong_frac=0.5066 init_acc_corrupt=0.4592 acc_corrupt_t_0p0_0p2=0.2215 corrupt_frac_t_0p0_0p2=0.2427 acc_corrupt_t_0p2_0p4=0.4441 corrupt_frac_t_0p2_0p4=0.2437 acc_corrupt_t_0p4_0p6=0.6653 corrupt_frac_t_0p4_0p6=0.2526 acc_corrupt_t_0p6_0p8=0.8250 corrupt_frac_t_0p6_0p8=0.2407 acc_corrupt_t_0p8_1p0=0.9506 corrupt_frac_t_0p8_1p0=0.2327 out_w_norm=226.7853 out_g_norm=0.1223 loss_all=0.8118 init_gold_top10=0.5856 init_gold_top100=0.5887 +step=17600 micro_steps=70400 elapsed=124.7s lr=3.000000e-04 loss=2.2735 loss_recon=2.2735 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7895 corrupt_frac=0.5463 acc_corrupt=0.6229 loss_corrupt=2.2735 wrong_frac=0.4974 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.2248 corrupt_frac_t_0p0_0p2=0.2275 acc_corrupt_t_0p4_0p6=0.6674 corrupt_frac_t_0p4_0p6=0.2469 acc_corrupt_t_0p6_0p8=0.8265 corrupt_frac_t_0p6_0p8=0.2399 acc_corrupt_t_0p8_1p0=0.9505 corrupt_frac_t_0p8_1p0=0.2413 out_w_norm=227.5474 out_g_norm=0.1192 acc_corrupt_t_0p2_0p4=0.4388 corrupt_frac_t_0p2_0p4=0.2412 loss_all=1.5305 init_gold_top10=0.4069 init_gold_top100=0.4151 +step=17700 micro_steps=70800 elapsed=124.7s lr=3.000000e-04 loss=2.2553 loss_recon=2.2553 loss_meanflow=0.0000 mean_model_t=0.5055 mean_corrupt_t=0.5055 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7892 corrupt_frac=0.5522 acc_corrupt=0.6259 loss_corrupt=2.2553 wrong_frac=0.4940 init_acc_corrupt=0.4731 acc_corrupt_t_0p0_0p2=0.2213 corrupt_frac_t_0p0_0p2=0.2400 acc_corrupt_t_0p2_0p4=0.4485 corrupt_frac_t_0p2_0p4=0.2301 acc_corrupt_t_0p4_0p6=0.6621 corrupt_frac_t_0p4_0p6=0.2431 acc_corrupt_t_0p6_0p8=0.8245 corrupt_frac_t_0p6_0p8=0.2461 acc_corrupt_t_0p8_1p0=0.9505 corrupt_frac_t_0p8_1p0=0.2357 out_w_norm=228.3045 out_g_norm=0.1179 loss_all=1.3896 init_gold_top10=0.5453 init_gold_top100=0.5507 +step=17800 micro_steps=71200 elapsed=124.7s lr=3.000000e-04 loss=2.2292 loss_recon=2.2292 loss_meanflow=0.0000 mean_model_t=0.5053 mean_corrupt_t=0.5053 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7960 corrupt_frac=0.5403 acc_corrupt=0.6303 loss_corrupt=2.2292 wrong_frac=0.4914 init_acc_corrupt=0.4757 acc_corrupt_t_0p0_0p2=0.2280 corrupt_frac_t_0p0_0p2=0.2339 acc_corrupt_t_0p2_0p4=0.4420 corrupt_frac_t_0p2_0p4=0.2416 acc_corrupt_t_0p6_0p8=0.8229 corrupt_frac_t_0p6_0p8=0.2379 acc_corrupt_t_0p8_1p0=0.9530 corrupt_frac_t_0p8_1p0=0.2503 out_w_norm=229.0667 out_g_norm=0.1185 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.2477 loss_all=1.5641 init_gold_top10=0.3937 init_gold_top100=0.4029 +step=17900 micro_steps=71600 elapsed=124.6s lr=3.000000e-04 loss=2.2181 loss_recon=2.2181 loss_meanflow=0.0000 mean_model_t=0.5053 mean_corrupt_t=0.5053 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7956 corrupt_frac=0.5430 acc_corrupt=0.6314 loss_corrupt=2.2181 wrong_frac=0.4935 init_acc_corrupt=0.4741 acc_corrupt_t_0p2_0p4=0.4572 corrupt_frac_t_0p2_0p4=0.2399 acc_corrupt_t_0p4_0p6=0.6624 corrupt_frac_t_0p4_0p6=0.2394 acc_corrupt_t_0p6_0p8=0.8226 corrupt_frac_t_0p6_0p8=0.2500 acc_corrupt_t_0p8_1p0=0.9496 corrupt_frac_t_0p8_1p0=0.2375 out_w_norm=229.8434 out_g_norm=0.1168 acc_corrupt_t_0p0_0p2=0.2332 corrupt_frac_t_0p0_0p2=0.2287 loss_all=1.0742 init_gold_top10=0.4790 init_gold_top100=0.4836 +step=18000 micro_steps=72000 elapsed=124.9s lr=3.000000e-04 loss=2.2989 loss_recon=2.2989 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7845 corrupt_frac=0.5554 acc_corrupt=0.6195 loss_corrupt=2.2989 wrong_frac=0.5016 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.2240 corrupt_frac_t_0p0_0p2=0.2445 acc_corrupt_t_0p2_0p4=0.4516 corrupt_frac_t_0p2_0p4=0.2318 acc_corrupt_t_0p4_0p6=0.6573 corrupt_frac_t_0p4_0p6=0.2432 acc_corrupt_t_0p6_0p8=0.8217 corrupt_frac_t_0p6_0p8=0.2371 out_w_norm=230.5832 out_g_norm=0.1152 acc_corrupt_t_0p8_1p0=0.9510 corrupt_frac_t_0p8_1p0=0.2388 loss_all=1.1633 init_gold_top10=0.5465 init_gold_top100=0.5495 +step=18100 micro_steps=72400 elapsed=130.4s lr=3.000000e-04 loss=2.3482 loss_recon=2.3482 loss_meanflow=0.0000 mean_model_t=0.4898 mean_corrupt_t=0.4898 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7797 corrupt_frac=0.5556 acc_corrupt=0.6118 loss_corrupt=2.3482 wrong_frac=0.5098 init_acc_corrupt=0.4544 acc_corrupt_t_0p2_0p4=0.4474 corrupt_frac_t_0p2_0p4=0.2467 acc_corrupt_t_0p6_0p8=0.8205 corrupt_frac_t_0p6_0p8=0.2383 acc_corrupt_t_0p8_1p0=0.9512 corrupt_frac_t_0p8_1p0=0.2294 out_w_norm=231.3322 out_g_norm=0.1193 acc_corrupt_t_0p0_0p2=0.2193 corrupt_frac_t_0p0_0p2=0.2510 acc_corrupt_t_0p4_0p6=0.6689 corrupt_frac_t_0p4_0p6=0.2350 loss_all=1.3174 init_gold_top10=0.5347 init_gold_top100=0.5398 +step=18200 micro_steps=72800 elapsed=124.4s lr=3.000000e-04 loss=2.2669 loss_recon=2.2669 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7906 corrupt_frac=0.5448 acc_corrupt=0.6236 loss_corrupt=2.2669 wrong_frac=0.4981 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.2257 corrupt_frac_t_0p0_0p2=0.2325 acc_corrupt_t_0p2_0p4=0.4447 corrupt_frac_t_0p2_0p4=0.2424 acc_corrupt_t_0p4_0p6=0.6643 corrupt_frac_t_0p4_0p6=0.2342 acc_corrupt_t_0p8_1p0=0.9505 corrupt_frac_t_0p8_1p0=0.2382 out_w_norm=232.0868 out_g_norm=0.1171 acc_corrupt_t_0p6_0p8=0.8241 corrupt_frac_t_0p6_0p8=0.2423 loss_all=0.7447 init_gold_top10=0.6661 init_gold_top100=0.6694 +step=18300 micro_steps=73200 elapsed=124.6s lr=3.000000e-04 loss=2.2217 loss_recon=2.2217 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7930 corrupt_frac=0.5464 acc_corrupt=0.6290 loss_corrupt=2.2217 wrong_frac=0.4945 init_acc_corrupt=0.4713 acc_corrupt_t_0p0_0p2=0.2379 corrupt_frac_t_0p0_0p2=0.2225 acc_corrupt_t_0p2_0p4=0.4448 corrupt_frac_t_0p2_0p4=0.2378 acc_corrupt_t_0p4_0p6=0.6615 corrupt_frac_t_0p4_0p6=0.2635 out_w_norm=232.8224 out_g_norm=0.1185 acc_corrupt_t_0p6_0p8=0.8242 corrupt_frac_t_0p6_0p8=0.2423 acc_corrupt_t_0p8_1p0=0.9507 corrupt_frac_t_0p8_1p0=0.2338 loss_all=0.5947 init_gold_top10=0.6667 init_gold_top100=0.6683 +step=18400 micro_steps=73600 elapsed=124.7s lr=3.000000e-04 loss=2.2497 loss_recon=2.2497 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7895 corrupt_frac=0.5528 acc_corrupt=0.6267 loss_corrupt=2.2497 wrong_frac=0.4935 init_acc_corrupt=0.4739 acc_corrupt_t_0p0_0p2=0.2216 corrupt_frac_t_0p0_0p2=0.2347 acc_corrupt_t_0p4_0p6=0.6592 corrupt_frac_t_0p4_0p6=0.2445 acc_corrupt_t_0p6_0p8=0.8233 corrupt_frac_t_0p6_0p8=0.2398 acc_corrupt_t_0p8_1p0=0.9498 corrupt_frac_t_0p8_1p0=0.2402 out_w_norm=233.5587 out_g_norm=0.1138 acc_corrupt_t_0p2_0p4=0.4519 corrupt_frac_t_0p2_0p4=0.2333 loss_all=2.1212 init_gold_top10=0.4319 init_gold_top100=0.4382 +step=18500 micro_steps=74000 elapsed=125.2s lr=3.000000e-04 loss=2.2359 loss_recon=2.2359 loss_meanflow=0.0000 mean_model_t=0.5091 mean_corrupt_t=0.5091 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7948 corrupt_frac=0.5415 acc_corrupt=0.6286 loss_corrupt=2.2359 wrong_frac=0.4926 init_acc_corrupt=0.4737 acc_corrupt_t_0p0_0p2=0.2267 corrupt_frac_t_0p0_0p2=0.2296 acc_corrupt_t_0p4_0p6=0.6671 corrupt_frac_t_0p4_0p6=0.2406 acc_corrupt_t_0p6_0p8=0.8262 corrupt_frac_t_0p6_0p8=0.2537 acc_corrupt_t_0p8_1p0=0.9516 corrupt_frac_t_0p8_1p0=0.2307 out_w_norm=234.3204 out_g_norm=0.1173 acc_corrupt_t_0p2_0p4=0.4455 corrupt_frac_t_0p2_0p4=0.2449 loss_all=0.4941 init_gold_top10=0.6613 init_gold_top100=0.6637 +step=18600 micro_steps=74400 elapsed=124.9s lr=3.000000e-04 loss=2.1921 loss_recon=2.1921 loss_meanflow=0.0000 mean_model_t=0.5171 mean_corrupt_t=0.5171 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7958 corrupt_frac=0.5495 acc_corrupt=0.6359 loss_corrupt=2.1921 wrong_frac=0.4826 init_acc_corrupt=0.4846 acc_corrupt_t_0p0_0p2=0.2250 corrupt_frac_t_0p0_0p2=0.2363 acc_corrupt_t_0p2_0p4=0.4433 corrupt_frac_t_0p2_0p4=0.2398 acc_corrupt_t_0p4_0p6=0.6643 corrupt_frac_t_0p4_0p6=0.2399 acc_corrupt_t_0p8_1p0=0.9512 corrupt_frac_t_0p8_1p0=0.2566 out_w_norm=235.0637 out_g_norm=0.1124 acc_corrupt_t_0p6_0p8=0.8273 corrupt_frac_t_0p6_0p8=0.2391 loss_all=0.8267 init_gold_top10=0.6348 init_gold_top100=0.6375 +step=18700 micro_steps=74800 elapsed=125.2s lr=3.000000e-04 loss=2.2528 loss_recon=2.2528 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7896 corrupt_frac=0.5512 acc_corrupt=0.6260 loss_corrupt=2.2528 wrong_frac=0.4966 init_acc_corrupt=0.4693 acc_corrupt_t_0p2_0p4=0.4449 corrupt_frac_t_0p2_0p4=0.2372 acc_corrupt_t_0p4_0p6=0.6647 corrupt_frac_t_0p4_0p6=0.2398 acc_corrupt_t_0p6_0p8=0.8263 corrupt_frac_t_0p6_0p8=0.2319 acc_corrupt_t_0p8_1p0=0.9515 corrupt_frac_t_0p8_1p0=0.2464 out_w_norm=235.7907 out_g_norm=0.1151 acc_corrupt_t_0p0_0p2=0.2310 corrupt_frac_t_0p0_0p2=0.2379 loss_all=1.1491 init_gold_top10=0.4350 init_gold_top100=0.4393 +step=18800 micro_steps=75200 elapsed=124.8s lr=3.000000e-04 loss=2.2867 loss_recon=2.2867 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7877 corrupt_frac=0.5481 acc_corrupt=0.6200 loss_corrupt=2.2867 wrong_frac=0.5039 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.2231 corrupt_frac_t_0p0_0p2=0.2386 acc_corrupt_t_0p4_0p6=0.6669 corrupt_frac_t_0p4_0p6=0.2503 acc_corrupt_t_0p6_0p8=0.8253 corrupt_frac_t_0p6_0p8=0.2345 acc_corrupt_t_0p8_1p0=0.9510 corrupt_frac_t_0p8_1p0=0.2224 out_w_norm=236.5198 out_g_norm=0.1149 acc_corrupt_t_0p2_0p4=0.4512 corrupt_frac_t_0p2_0p4=0.2455 loss_all=1.3048 init_gold_top10=0.3791 init_gold_top100=0.3857 +step=18900 micro_steps=75600 elapsed=124.6s lr=3.000000e-04 loss=2.3076 loss_recon=2.3076 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7878 corrupt_frac=0.5427 acc_corrupt=0.6169 loss_corrupt=2.3076 wrong_frac=0.5037 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.2233 corrupt_frac_t_0p0_0p2=0.2526 acc_corrupt_t_0p2_0p4=0.4419 corrupt_frac_t_0p2_0p4=0.2386 acc_corrupt_t_0p4_0p6=0.6617 corrupt_frac_t_0p4_0p6=0.2423 acc_corrupt_t_0p6_0p8=0.8266 corrupt_frac_t_0p6_0p8=0.2463 out_w_norm=237.2430 out_g_norm=0.1128 acc_corrupt_t_0p8_1p0=0.9512 corrupt_frac_t_0p8_1p0=0.2412 loss_all=1.8272 init_gold_top10=0.2012 init_gold_top100=0.2172 +step=19000 micro_steps=76000 elapsed=125.4s lr=3.000000e-04 loss=2.2903 loss_recon=2.2903 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7852 corrupt_frac=0.5515 acc_corrupt=0.6186 loss_corrupt=2.2903 wrong_frac=0.5058 init_acc_corrupt=0.4606 acc_corrupt_t_0p0_0p2=0.2303 corrupt_frac_t_0p0_0p2=0.2388 acc_corrupt_t_0p2_0p4=0.4450 corrupt_frac_t_0p2_0p4=0.2373 acc_corrupt_t_0p4_0p6=0.6588 corrupt_frac_t_0p4_0p6=0.2652 acc_corrupt_t_0p6_0p8=0.8255 corrupt_frac_t_0p6_0p8=0.2393 acc_corrupt_t_0p8_1p0=0.9484 corrupt_frac_t_0p8_1p0=0.2249 out_w_norm=237.9785 out_g_norm=0.1153 loss_all=1.4016 init_gold_top10=0.5091 init_gold_top100=0.5112 +step=19100 micro_steps=76400 elapsed=131.1s lr=3.000000e-04 loss=2.2286 loss_recon=2.2286 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7915 corrupt_frac=0.5512 acc_corrupt=0.6294 loss_corrupt=2.2286 wrong_frac=0.4932 init_acc_corrupt=0.4732 acc_corrupt_t_0p2_0p4=0.4461 corrupt_frac_t_0p2_0p4=0.2346 acc_corrupt_t_0p4_0p6=0.6610 corrupt_frac_t_0p4_0p6=0.2492 out_w_norm=238.6979 out_g_norm=0.1144 acc_corrupt_t_0p0_0p2=0.2283 corrupt_frac_t_0p0_0p2=0.2315 acc_corrupt_t_0p6_0p8=0.8204 corrupt_frac_t_0p6_0p8=0.2389 acc_corrupt_t_0p8_1p0=0.9488 corrupt_frac_t_0p8_1p0=0.2386 loss_all=1.7899 init_gold_top10=0.4075 init_gold_top100=0.4174 +step=19200 micro_steps=76800 elapsed=125.0s lr=3.000000e-04 loss=2.2309 loss_recon=2.2309 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7889 corrupt_frac=0.5554 acc_corrupt=0.6276 loss_corrupt=2.2309 wrong_frac=0.4954 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.2293 corrupt_frac_t_0p0_0p2=0.2438 acc_corrupt_t_0p2_0p4=0.4475 corrupt_frac_t_0p2_0p4=0.2397 acc_corrupt_t_0p4_0p6=0.6683 corrupt_frac_t_0p4_0p6=0.2386 acc_corrupt_t_0p6_0p8=0.8257 corrupt_frac_t_0p6_0p8=0.2364 acc_corrupt_t_0p8_1p0=0.9533 corrupt_frac_t_0p8_1p0=0.2544 out_w_norm=239.4266 out_g_norm=0.1137 loss_all=1.2879 init_gold_top10=0.4735 init_gold_top100=0.4763 +step=19300 micro_steps=77200 elapsed=125.0s lr=3.000000e-04 loss=2.2830 loss_recon=2.2830 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7885 corrupt_frac=0.5465 acc_corrupt=0.6206 loss_corrupt=2.2830 wrong_frac=0.5043 init_acc_corrupt=0.4607 acc_corrupt_t_0p0_0p2=0.2232 corrupt_frac_t_0p0_0p2=0.2451 acc_corrupt_t_0p2_0p4=0.4554 corrupt_frac_t_0p2_0p4=0.2397 acc_corrupt_t_0p4_0p6=0.6616 corrupt_frac_t_0p4_0p6=0.2417 acc_corrupt_t_0p6_0p8=0.8241 corrupt_frac_t_0p6_0p8=0.2490 out_w_norm=240.1364 out_g_norm=0.1148 acc_corrupt_t_0p8_1p0=0.9499 corrupt_frac_t_0p8_1p0=0.2341 loss_all=3.0581 init_gold_top10=0.2828 init_gold_top100=0.2941 +step=19400 micro_steps=77600 elapsed=124.9s lr=3.000000e-04 loss=2.2256 loss_recon=2.2256 loss_meanflow=0.0000 mean_model_t=0.5050 mean_corrupt_t=0.5050 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7899 corrupt_frac=0.5552 acc_corrupt=0.6296 loss_corrupt=2.2256 wrong_frac=0.4937 init_acc_corrupt=0.4737 acc_corrupt_t_0p0_0p2=0.2258 corrupt_frac_t_0p0_0p2=0.2414 acc_corrupt_t_0p2_0p4=0.4540 corrupt_frac_t_0p2_0p4=0.2302 acc_corrupt_t_0p4_0p6=0.6617 corrupt_frac_t_0p4_0p6=0.2376 acc_corrupt_t_0p6_0p8=0.8253 corrupt_frac_t_0p6_0p8=0.2564 acc_corrupt_t_0p8_1p0=0.9508 corrupt_frac_t_0p8_1p0=0.2464 out_w_norm=240.8457 out_g_norm=0.1122 loss_all=0.8678 init_gold_top10=0.6332 init_gold_top100=0.6349 +step=19500 micro_steps=78000 elapsed=125.1s lr=3.000000e-04 loss=2.2401 loss_recon=2.2401 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7916 corrupt_frac=0.5442 acc_corrupt=0.6245 loss_corrupt=2.2401 wrong_frac=0.5018 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.2368 corrupt_frac_t_0p0_0p2=0.2223 acc_corrupt_t_0p2_0p4=0.4468 corrupt_frac_t_0p2_0p4=0.2552 acc_corrupt_t_0p6_0p8=0.8269 corrupt_frac_t_0p6_0p8=0.2345 acc_corrupt_t_0p8_1p0=0.9509 corrupt_frac_t_0p8_1p0=0.2418 out_w_norm=241.5660 out_g_norm=0.1122 acc_corrupt_t_0p4_0p6=0.6586 corrupt_frac_t_0p4_0p6=0.2538 loss_all=1.1566 init_gold_top10=0.4200 init_gold_top100=0.4270 +step=19600 micro_steps=78400 elapsed=124.2s lr=3.000000e-04 loss=2.3011 loss_recon=2.3011 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7872 corrupt_frac=0.5487 acc_corrupt=0.6201 loss_corrupt=2.3011 wrong_frac=0.5014 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.2238 corrupt_frac_t_0p0_0p2=0.2411 acc_corrupt_t_0p2_0p4=0.4466 corrupt_frac_t_0p2_0p4=0.2400 acc_corrupt_t_0p4_0p6=0.6590 corrupt_frac_t_0p4_0p6=0.2403 acc_corrupt_t_0p8_1p0=0.9511 corrupt_frac_t_0p8_1p0=0.2426 out_w_norm=242.2820 out_g_norm=0.1108 acc_corrupt_t_0p6_0p8=0.8291 corrupt_frac_t_0p6_0p8=0.2387 loss_all=0.6179 init_gold_top10=0.6546 init_gold_top100=0.6556 +step=19700 micro_steps=78800 elapsed=124.2s lr=3.000000e-04 loss=2.2920 loss_recon=2.2920 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7867 corrupt_frac=0.5499 acc_corrupt=0.6202 loss_corrupt=2.2920 wrong_frac=0.5015 init_acc_corrupt=0.4643 acc_corrupt_t_0p2_0p4=0.4444 corrupt_frac_t_0p2_0p4=0.2396 acc_corrupt_t_0p4_0p6=0.6673 corrupt_frac_t_0p4_0p6=0.2357 acc_corrupt_t_0p6_0p8=0.8250 corrupt_frac_t_0p6_0p8=0.2355 acc_corrupt_t_0p8_1p0=0.9496 corrupt_frac_t_0p8_1p0=0.2472 out_w_norm=243.0044 out_g_norm=0.1091 acc_corrupt_t_0p0_0p2=0.2248 corrupt_frac_t_0p0_0p2=0.2527 loss_all=0.3331 init_gold_top10=0.5828 init_gold_top100=0.5865 +step=19800 micro_steps=79200 elapsed=124.5s lr=3.000000e-04 loss=2.2320 loss_recon=2.2320 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7907 corrupt_frac=0.5512 acc_corrupt=0.6278 loss_corrupt=2.2320 wrong_frac=0.4955 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.2323 corrupt_frac_t_0p0_0p2=0.2295 acc_corrupt_t_0p2_0p4=0.4490 corrupt_frac_t_0p2_0p4=0.2418 acc_corrupt_t_0p4_0p6=0.6642 corrupt_frac_t_0p4_0p6=0.2352 acc_corrupt_t_0p6_0p8=0.8232 corrupt_frac_t_0p6_0p8=0.2452 acc_corrupt_t_0p8_1p0=0.9488 corrupt_frac_t_0p8_1p0=0.2474 out_w_norm=243.7147 out_g_norm=0.1108 loss_all=0.8983 init_gold_top10=0.6115 init_gold_top100=0.6156 +step=19900 micro_steps=79600 elapsed=124.3s lr=3.000000e-04 loss=2.3261 loss_recon=2.3261 loss_meanflow=0.0000 mean_model_t=0.4946 mean_corrupt_t=0.4946 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7827 corrupt_frac=0.5523 acc_corrupt=0.6148 loss_corrupt=2.3261 wrong_frac=0.5078 init_acc_corrupt=0.4562 acc_corrupt_t_0p2_0p4=0.4340 corrupt_frac_t_0p2_0p4=0.2458 acc_corrupt_t_0p4_0p6=0.6637 corrupt_frac_t_0p4_0p6=0.2416 acc_corrupt_t_0p6_0p8=0.8211 corrupt_frac_t_0p6_0p8=0.2376 out_w_norm=244.4226 out_g_norm=0.1133 acc_corrupt_t_0p0_0p2=0.2275 corrupt_frac_t_0p0_0p2=0.2398 acc_corrupt_t_0p8_1p0=0.9501 corrupt_frac_t_0p8_1p0=0.2332 loss_all=1.0228 init_gold_top10=0.5010 init_gold_top100=0.5062 +step=20000 micro_steps=80000 elapsed=124.0s lr=3.000000e-04 loss=2.2631 loss_recon=2.2631 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7882 corrupt_frac=0.5522 acc_corrupt=0.6239 loss_corrupt=2.2631 wrong_frac=0.4986 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.2258 corrupt_frac_t_0p0_0p2=0.2325 acc_corrupt_t_0p2_0p4=0.4447 corrupt_frac_t_0p2_0p4=0.2382 acc_corrupt_t_0p4_0p6=0.6580 corrupt_frac_t_0p4_0p6=0.2455 acc_corrupt_t_0p6_0p8=0.8285 corrupt_frac_t_0p6_0p8=0.2352 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.2466 out_w_norm=245.1327 out_g_norm=0.1092 loss_all=0.4243 init_gold_top10=0.6138 init_gold_top100=0.6141 +step=20100 micro_steps=80400 elapsed=138.5s lr=3.000000e-04 loss=2.3829 loss_recon=2.3829 loss_meanflow=0.0000 mean_model_t=0.4870 mean_corrupt_t=0.4870 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7795 corrupt_frac=0.5481 acc_corrupt=0.6059 loss_corrupt=2.3829 wrong_frac=0.5170 init_acc_corrupt=0.4459 acc_corrupt_t_0p0_0p2=0.2212 corrupt_frac_t_0p0_0p2=0.2564 acc_corrupt_t_0p2_0p4=0.4499 corrupt_frac_t_0p2_0p4=0.2386 acc_corrupt_t_0p4_0p6=0.6599 corrupt_frac_t_0p4_0p6=0.2392 out_w_norm=245.8402 out_g_norm=0.1111 acc_corrupt_t_0p6_0p8=0.8276 corrupt_frac_t_0p6_0p8=0.2266 acc_corrupt_t_0p8_1p0=0.9515 corrupt_frac_t_0p8_1p0=0.2266 loss_all=0.7824 init_gold_top10=0.5120 init_gold_top100=0.5142 +step=20200 micro_steps=80800 elapsed=124.5s lr=3.000000e-04 loss=2.2261 loss_recon=2.2261 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7922 corrupt_frac=0.5509 acc_corrupt=0.6306 loss_corrupt=2.2261 wrong_frac=0.4931 init_acc_corrupt=0.4730 acc_corrupt_t_0p0_0p2=0.2240 corrupt_frac_t_0p0_0p2=0.2477 acc_corrupt_t_0p2_0p4=0.4517 corrupt_frac_t_0p2_0p4=0.2230 acc_corrupt_t_0p4_0p6=0.6743 corrupt_frac_t_0p4_0p6=0.2333 acc_corrupt_t_0p6_0p8=0.8300 corrupt_frac_t_0p6_0p8=0.2485 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.2490 out_w_norm=246.5307 out_g_norm=0.1124 loss_all=1.6212 init_gold_top10=0.3248 init_gold_top100=0.3324 +step=20300 micro_steps=81200 elapsed=124.3s lr=3.000000e-04 loss=2.2866 loss_recon=2.2866 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7866 corrupt_frac=0.5506 acc_corrupt=0.6204 loss_corrupt=2.2866 wrong_frac=0.5032 init_acc_corrupt=0.4611 acc_corrupt_t_0p2_0p4=0.4426 corrupt_frac_t_0p2_0p4=0.2471 acc_corrupt_t_0p4_0p6=0.6639 corrupt_frac_t_0p4_0p6=0.2273 acc_corrupt_t_0p8_1p0=0.9506 corrupt_frac_t_0p8_1p0=0.2402 out_w_norm=247.2179 out_g_norm=0.1131 acc_corrupt_t_0p0_0p2=0.2326 corrupt_frac_t_0p0_0p2=0.2424 acc_corrupt_t_0p6_0p8=0.8300 corrupt_frac_t_0p6_0p8=0.2395 loss_all=0.5487 init_gold_top10=0.6178 init_gold_top100=0.6243 +step=20400 micro_steps=81600 elapsed=124.2s lr=3.000000e-04 loss=2.2570 loss_recon=2.2570 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7922 corrupt_frac=0.5415 acc_corrupt=0.6238 loss_corrupt=2.2570 wrong_frac=0.5026 init_acc_corrupt=0.4623 acc_corrupt_t_0p4_0p6=0.6617 corrupt_frac_t_0p4_0p6=0.2513 acc_corrupt_t_0p6_0p8=0.8244 corrupt_frac_t_0p6_0p8=0.2321 acc_corrupt_t_0p8_1p0=0.9525 corrupt_frac_t_0p8_1p0=0.2282 out_w_norm=247.9188 out_g_norm=0.1119 acc_corrupt_t_0p0_0p2=0.2347 corrupt_frac_t_0p0_0p2=0.2389 acc_corrupt_t_0p2_0p4=0.4491 corrupt_frac_t_0p2_0p4=0.2395 loss_all=0.3909 init_gold_top10=0.6365 init_gold_top100=0.6419 +step=20500 micro_steps=82000 elapsed=124.3s lr=3.000000e-04 loss=2.3385 loss_recon=2.3385 loss_meanflow=0.0000 mean_model_t=0.4933 mean_corrupt_t=0.4933 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7791 corrupt_frac=0.5613 acc_corrupt=0.6142 loss_corrupt=2.3385 wrong_frac=0.5077 init_acc_corrupt=0.4569 acc_corrupt_t_0p2_0p4=0.4524 corrupt_frac_t_0p2_0p4=0.2305 acc_corrupt_t_0p4_0p6=0.6599 corrupt_frac_t_0p4_0p6=0.2310 acc_corrupt_t_0p6_0p8=0.8268 corrupt_frac_t_0p6_0p8=0.2342 acc_corrupt_t_0p8_1p0=0.9504 corrupt_frac_t_0p8_1p0=0.2364 out_w_norm=248.6212 out_g_norm=0.1083 acc_corrupt_t_0p0_0p2=0.2168 corrupt_frac_t_0p0_0p2=0.2563 loss_all=0.9365 init_gold_top10=0.4784 init_gold_top100=0.4830 +step=20600 micro_steps=82400 elapsed=124.1s lr=3.000000e-04 loss=2.2669 loss_recon=2.2669 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7872 corrupt_frac=0.5546 acc_corrupt=0.6238 loss_corrupt=2.2669 wrong_frac=0.4978 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.2271 corrupt_frac_t_0p0_0p2=0.2326 acc_corrupt_t_0p2_0p4=0.4364 corrupt_frac_t_0p2_0p4=0.2487 acc_corrupt_t_0p6_0p8=0.8260 corrupt_frac_t_0p6_0p8=0.2375 acc_corrupt_t_0p8_1p0=0.9525 corrupt_frac_t_0p8_1p0=0.2458 out_w_norm=249.3124 out_g_norm=0.1084 acc_corrupt_t_0p4_0p6=0.6654 corrupt_frac_t_0p4_0p6=0.2309 loss_all=1.5174 init_gold_top10=0.4553 init_gold_top100=0.4625 +step=20700 micro_steps=82800 elapsed=124.6s lr=3.000000e-04 loss=2.2340 loss_recon=2.2340 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7931 corrupt_frac=0.5448 acc_corrupt=0.6277 loss_corrupt=2.2340 wrong_frac=0.4959 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.2300 corrupt_frac_t_0p0_0p2=0.2404 acc_corrupt_t_0p4_0p6=0.6674 corrupt_frac_t_0p4_0p6=0.2395 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.2425 out_w_norm=250.0061 out_g_norm=0.1091 acc_corrupt_t_0p6_0p8=0.8310 corrupt_frac_t_0p6_0p8=0.2356 acc_corrupt_t_0p2_0p4=0.4489 corrupt_frac_t_0p2_0p4=0.2433 loss_all=1.9480 init_gold_top10=0.3863 init_gold_top100=0.3936 +step=20800 micro_steps=83200 elapsed=123.9s lr=3.000000e-04 loss=2.3027 loss_recon=2.3027 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7832 corrupt_frac=0.5563 acc_corrupt=0.6182 loss_corrupt=2.3027 wrong_frac=0.5029 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.2177 corrupt_frac_t_0p0_0p2=0.2462 acc_corrupt_t_0p2_0p4=0.4445 corrupt_frac_t_0p2_0p4=0.2426 acc_corrupt_t_0p4_0p6=0.6664 corrupt_frac_t_0p4_0p6=0.2281 acc_corrupt_t_0p6_0p8=0.8267 corrupt_frac_t_0p6_0p8=0.2379 acc_corrupt_t_0p8_1p0=0.9521 corrupt_frac_t_0p8_1p0=0.2351 out_w_norm=250.6941 out_g_norm=0.1055 loss_all=1.8386 init_gold_top10=0.3458 init_gold_top100=0.3520 +step=20900 micro_steps=83600 elapsed=124.1s lr=3.000000e-04 loss=2.2804 loss_recon=2.2804 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7862 corrupt_frac=0.5535 acc_corrupt=0.6214 loss_corrupt=2.2804 wrong_frac=0.5033 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.2283 corrupt_frac_t_0p0_0p2=0.2493 acc_corrupt_t_0p6_0p8=0.8234 corrupt_frac_t_0p6_0p8=0.2451 acc_corrupt_t_0p8_1p0=0.9522 corrupt_frac_t_0p8_1p0=0.2255 out_w_norm=251.3929 out_g_norm=0.1075 acc_corrupt_t_0p2_0p4=0.4525 corrupt_frac_t_0p2_0p4=0.2428 acc_corrupt_t_0p4_0p6=0.6634 corrupt_frac_t_0p4_0p6=0.2430 loss_all=1.1356 init_gold_top10=0.4915 init_gold_top100=0.4990 +step=21000 micro_steps=84000 elapsed=124.0s lr=3.000000e-04 loss=2.2835 loss_recon=2.2835 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7877 corrupt_frac=0.5479 acc_corrupt=0.6204 loss_corrupt=2.2835 wrong_frac=0.5023 init_acc_corrupt=0.4624 acc_corrupt_t_0p0_0p2=0.2285 corrupt_frac_t_0p0_0p2=0.2365 acc_corrupt_t_0p2_0p4=0.4449 corrupt_frac_t_0p2_0p4=0.2465 acc_corrupt_t_0p4_0p6=0.6614 corrupt_frac_t_0p4_0p6=0.2400 acc_corrupt_t_0p6_0p8=0.8262 corrupt_frac_t_0p6_0p8=0.2241 out_w_norm=252.0868 out_g_norm=0.1104 acc_corrupt_t_0p8_1p0=0.9526 corrupt_frac_t_0p8_1p0=0.2452 loss_all=1.0626 init_gold_top10=0.4762 init_gold_top100=0.4864 +step=21100 micro_steps=84400 elapsed=131.2s lr=3.000000e-04 loss=2.2005 loss_recon=2.2005 loss_meanflow=0.0000 mean_model_t=0.5068 mean_corrupt_t=0.5068 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7950 corrupt_frac=0.5456 acc_corrupt=0.6320 loss_corrupt=2.2005 wrong_frac=0.4926 init_acc_corrupt=0.4738 acc_corrupt_t_0p0_0p2=0.2292 corrupt_frac_t_0p0_0p2=0.2367 acc_corrupt_t_0p2_0p4=0.4569 corrupt_frac_t_0p2_0p4=0.2464 acc_corrupt_t_0p4_0p6=0.6644 corrupt_frac_t_0p4_0p6=0.2424 acc_corrupt_t_0p6_0p8=0.8245 corrupt_frac_t_0p6_0p8=0.2492 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.2530 out_w_norm=252.7674 out_g_norm=0.1105 loss_all=1.5866 init_gold_top10=0.4064 init_gold_top100=0.4104 +step=21200 micro_steps=84800 elapsed=125.3s lr=3.000000e-04 loss=2.2936 loss_recon=2.2936 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7855 corrupt_frac=0.5514 acc_corrupt=0.6189 loss_corrupt=2.2936 wrong_frac=0.5020 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.2174 corrupt_frac_t_0p0_0p2=0.2418 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.2362 acc_corrupt_t_0p6_0p8=0.8301 corrupt_frac_t_0p6_0p8=0.2267 acc_corrupt_t_0p8_1p0=0.9522 corrupt_frac_t_0p8_1p0=0.2410 out_w_norm=253.4590 out_g_norm=0.1085 acc_corrupt_t_0p2_0p4=0.4443 corrupt_frac_t_0p2_0p4=0.2487 loss_all=2.2161 init_gold_top10=0.3314 init_gold_top100=0.3366 +step=21300 micro_steps=85200 elapsed=124.9s lr=3.000000e-04 loss=2.1847 loss_recon=2.1847 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7948 corrupt_frac=0.5493 acc_corrupt=0.6335 loss_corrupt=2.1847 wrong_frac=0.4946 init_acc_corrupt=0.4716 acc_corrupt_t_0p2_0p4=0.4510 corrupt_frac_t_0p2_0p4=0.2326 acc_corrupt_t_0p4_0p6=0.6638 corrupt_frac_t_0p4_0p6=0.2482 acc_corrupt_t_0p6_0p8=0.8332 corrupt_frac_t_0p6_0p8=0.2452 acc_corrupt_t_0p8_1p0=0.9495 corrupt_frac_t_0p8_1p0=0.2342 out_w_norm=254.1461 out_g_norm=0.1063 acc_corrupt_t_0p0_0p2=0.2350 corrupt_frac_t_0p0_0p2=0.2280 loss_all=1.3851 init_gold_top10=0.5726 init_gold_top100=0.5772 +step=21400 micro_steps=85600 elapsed=125.2s lr=3.000000e-04 loss=2.2549 loss_recon=2.2549 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7869 corrupt_frac=0.5560 acc_corrupt=0.6242 loss_corrupt=2.2549 wrong_frac=0.5009 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.2241 corrupt_frac_t_0p0_0p2=0.2296 acc_corrupt_t_0p2_0p4=0.4506 corrupt_frac_t_0p2_0p4=0.2455 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.2348 acc_corrupt_t_0p6_0p8=0.8262 corrupt_frac_t_0p6_0p8=0.2356 acc_corrupt_t_0p8_1p0=0.9484 corrupt_frac_t_0p8_1p0=0.2398 out_w_norm=254.8256 out_g_norm=0.1071 loss_all=2.8436 init_gold_top10=0.3678 init_gold_top100=0.3746 +step=21500 micro_steps=86000 elapsed=125.5s lr=3.000000e-04 loss=2.3312 loss_recon=2.3312 loss_meanflow=0.0000 mean_model_t=0.4896 mean_corrupt_t=0.4896 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7803 corrupt_frac=0.5560 acc_corrupt=0.6126 loss_corrupt=2.3312 wrong_frac=0.5130 init_acc_corrupt=0.4502 acc_corrupt_t_0p2_0p4=0.4480 corrupt_frac_t_0p2_0p4=0.2413 acc_corrupt_t_0p4_0p6=0.6663 corrupt_frac_t_0p4_0p6=0.2429 acc_corrupt_t_0p6_0p8=0.8290 corrupt_frac_t_0p6_0p8=0.2348 acc_corrupt_t_0p8_1p0=0.9531 corrupt_frac_t_0p8_1p0=0.2183 out_w_norm=255.4973 out_g_norm=0.1174 acc_corrupt_t_0p0_0p2=0.2279 corrupt_frac_t_0p0_0p2=0.2541 loss_all=1.5982 init_gold_top10=0.4090 init_gold_top100=0.4116 +step=21600 micro_steps=86400 elapsed=125.0s lr=3.000000e-04 loss=2.2243 loss_recon=2.2243 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7890 corrupt_frac=0.5562 acc_corrupt=0.6281 loss_corrupt=2.2243 wrong_frac=0.4951 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.2239 corrupt_frac_t_0p0_0p2=0.2377 acc_corrupt_t_0p2_0p4=0.4476 corrupt_frac_t_0p2_0p4=0.2213 acc_corrupt_t_0p6_0p8=0.8247 corrupt_frac_t_0p6_0p8=0.2467 acc_corrupt_t_0p8_1p0=0.9509 corrupt_frac_t_0p8_1p0=0.2374 out_w_norm=256.1665 out_g_norm=0.1064 acc_corrupt_t_0p4_0p6=0.6658 corrupt_frac_t_0p4_0p6=0.2439 loss_all=1.3898 init_gold_top10=0.5305 init_gold_top100=0.5419 +step=21700 micro_steps=86800 elapsed=125.7s lr=3.000000e-04 loss=2.2573 loss_recon=2.2573 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7887 corrupt_frac=0.5482 acc_corrupt=0.6233 loss_corrupt=2.2573 wrong_frac=0.5007 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.2324 corrupt_frac_t_0p0_0p2=0.2399 acc_corrupt_t_0p2_0p4=0.4424 corrupt_frac_t_0p2_0p4=0.2507 acc_corrupt_t_0p6_0p8=0.8252 corrupt_frac_t_0p6_0p8=0.2281 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.2331 out_w_norm=256.8463 out_g_norm=0.1482 acc_corrupt_t_0p4_0p6=0.6739 corrupt_frac_t_0p4_0p6=0.2392 loss_all=1.6812 init_gold_top10=0.4755 init_gold_top100=0.4848 +step=21800 micro_steps=87200 elapsed=126.2s lr=3.000000e-04 loss=2.2511 loss_recon=2.2511 loss_meanflow=0.0000 mean_model_t=0.4950 mean_corrupt_t=0.4950 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7892 corrupt_frac=0.5482 acc_corrupt=0.6238 loss_corrupt=2.2511 wrong_frac=0.5027 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.2313 corrupt_frac_t_0p0_0p2=0.2288 acc_corrupt_t_0p2_0p4=0.4524 corrupt_frac_t_0p2_0p4=0.2477 acc_corrupt_t_0p4_0p6=0.6624 corrupt_frac_t_0p4_0p6=0.2478 acc_corrupt_t_0p6_0p8=0.8260 corrupt_frac_t_0p6_0p8=0.2378 acc_corrupt_t_0p8_1p0=0.9493 corrupt_frac_t_0p8_1p0=0.2359 out_w_norm=257.5439 out_g_norm=0.1082 loss_all=1.7714 init_gold_top10=0.5169 init_gold_top100=0.5219 +step=21900 micro_steps=87600 elapsed=125.6s lr=3.000000e-04 loss=2.1886 loss_recon=2.1886 loss_meanflow=0.0000 mean_model_t=0.5084 mean_corrupt_t=0.5084 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7944 corrupt_frac=0.5514 acc_corrupt=0.6345 loss_corrupt=2.1886 wrong_frac=0.4890 init_acc_corrupt=0.4774 acc_corrupt_t_0p2_0p4=0.4484 corrupt_frac_t_0p2_0p4=0.2319 acc_corrupt_t_0p6_0p8=0.8276 corrupt_frac_t_0p6_0p8=0.2446 acc_corrupt_t_0p8_1p0=0.9513 corrupt_frac_t_0p8_1p0=0.2556 out_w_norm=258.2435 out_g_norm=0.1029 acc_corrupt_t_0p0_0p2=0.2244 corrupt_frac_t_0p0_0p2=0.2320 acc_corrupt_t_0p4_0p6=0.6678 corrupt_frac_t_0p4_0p6=0.2360 loss_all=1.2108 init_gold_top10=0.4556 init_gold_top100=0.4578 +step=22000 micro_steps=88000 elapsed=125.8s lr=3.000000e-04 loss=2.2320 loss_recon=2.2320 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7920 corrupt_frac=0.5475 acc_corrupt=0.6278 loss_corrupt=2.2320 wrong_frac=0.4979 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.2267 corrupt_frac_t_0p0_0p2=0.2383 acc_corrupt_t_0p2_0p4=0.4577 corrupt_frac_t_0p2_0p4=0.2357 acc_corrupt_t_0p6_0p8=0.8269 corrupt_frac_t_0p6_0p8=0.2477 acc_corrupt_t_0p8_1p0=0.9506 corrupt_frac_t_0p8_1p0=0.2408 out_w_norm=258.9219 out_g_norm=0.1040 acc_corrupt_t_0p4_0p6=0.6637 corrupt_frac_t_0p4_0p6=0.2462 loss_all=1.1680 init_gold_top10=0.4206 init_gold_top100=0.4260 +step=22100 micro_steps=88400 elapsed=131.9s lr=3.000000e-04 loss=2.2173 loss_recon=2.2173 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7928 corrupt_frac=0.5494 acc_corrupt=0.6307 loss_corrupt=2.2173 wrong_frac=0.4938 init_acc_corrupt=0.4739 acc_corrupt_t_0p0_0p2=0.2234 corrupt_frac_t_0p0_0p2=0.2346 acc_corrupt_t_0p4_0p6=0.6655 corrupt_frac_t_0p4_0p6=0.2499 acc_corrupt_t_0p6_0p8=0.8298 corrupt_frac_t_0p6_0p8=0.2364 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2554 out_w_norm=259.6025 out_g_norm=0.1049 acc_corrupt_t_0p2_0p4=0.4577 corrupt_frac_t_0p2_0p4=0.2397 loss_all=0.1650 init_gold_top10=0.8641 init_gold_top100=0.8643 +step=22200 micro_steps=88800 elapsed=125.1s lr=3.000000e-04 loss=2.1889 loss_recon=2.1889 loss_meanflow=0.0000 mean_model_t=0.5075 mean_corrupt_t=0.5075 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7932 corrupt_frac=0.5522 acc_corrupt=0.6332 loss_corrupt=2.1889 wrong_frac=0.4921 init_acc_corrupt=0.4755 acc_corrupt_t_0p0_0p2=0.2275 corrupt_frac_t_0p0_0p2=0.2265 acc_corrupt_t_0p2_0p4=0.4471 corrupt_frac_t_0p2_0p4=0.2420 acc_corrupt_t_0p4_0p6=0.6663 corrupt_frac_t_0p4_0p6=0.2466 acc_corrupt_t_0p8_1p0=0.9508 corrupt_frac_t_0p8_1p0=0.2442 out_w_norm=260.2834 out_g_norm=0.1052 acc_corrupt_t_0p6_0p8=0.8283 corrupt_frac_t_0p6_0p8=0.2333 loss_all=1.3416 init_gold_top10=0.5393 init_gold_top100=0.5407 +step=22300 micro_steps=89200 elapsed=124.7s lr=3.000000e-04 loss=2.2797 loss_recon=2.2797 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7866 corrupt_frac=0.5533 acc_corrupt=0.6218 loss_corrupt=2.2797 wrong_frac=0.5028 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.2257 corrupt_frac_t_0p0_0p2=0.2473 acc_corrupt_t_0p2_0p4=0.4502 corrupt_frac_t_0p2_0p4=0.2294 acc_corrupt_t_0p4_0p6=0.6688 corrupt_frac_t_0p4_0p6=0.2341 acc_corrupt_t_0p6_0p8=0.8296 corrupt_frac_t_0p6_0p8=0.2463 acc_corrupt_t_0p8_1p0=0.9505 corrupt_frac_t_0p8_1p0=0.2392 out_w_norm=260.9497 out_g_norm=0.1054 loss_all=2.8000 init_gold_top10=0.2904 init_gold_top100=0.3037 +step=22400 micro_steps=89600 elapsed=125.5s lr=3.000000e-04 loss=2.1944 loss_recon=2.1944 loss_meanflow=0.0000 mean_model_t=0.5089 mean_corrupt_t=0.5089 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7964 corrupt_frac=0.5443 acc_corrupt=0.6333 loss_corrupt=2.1944 wrong_frac=0.4915 init_acc_corrupt=0.4756 acc_corrupt_t_0p0_0p2=0.2280 corrupt_frac_t_0p0_0p2=0.2335 acc_corrupt_t_0p2_0p4=0.4541 corrupt_frac_t_0p2_0p4=0.2434 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.2565 acc_corrupt_t_0p6_0p8=0.8292 corrupt_frac_t_0p6_0p8=0.2331 acc_corrupt_t_0p8_1p0=0.9499 corrupt_frac_t_0p8_1p0=0.2525 out_w_norm=261.6158 out_g_norm=0.1059 loss_all=1.6123 init_gold_top10=0.4169 init_gold_top100=0.4253 +step=22500 micro_steps=90000 elapsed=125.1s lr=3.000000e-04 loss=2.2207 loss_recon=2.2207 loss_meanflow=0.0000 mean_model_t=0.5089 mean_corrupt_t=0.5089 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7925 corrupt_frac=0.5497 acc_corrupt=0.6299 loss_corrupt=2.2207 wrong_frac=0.4921 init_acc_corrupt=0.4736 acc_corrupt_t_0p2_0p4=0.4431 corrupt_frac_t_0p2_0p4=0.2432 acc_corrupt_t_0p4_0p6=0.6658 corrupt_frac_t_0p4_0p6=0.2387 acc_corrupt_t_0p6_0p8=0.8290 corrupt_frac_t_0p6_0p8=0.2405 acc_corrupt_t_0p8_1p0=0.9521 corrupt_frac_t_0p8_1p0=0.2511 out_w_norm=262.2839 out_g_norm=0.1042 acc_corrupt_t_0p0_0p2=0.2265 corrupt_frac_t_0p0_0p2=0.2377 loss_all=1.6290 init_gold_top10=0.5318 init_gold_top100=0.5381 +step=22600 micro_steps=90400 elapsed=125.4s lr=3.000000e-04 loss=2.2608 loss_recon=2.2608 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7917 corrupt_frac=0.5403 acc_corrupt=0.6220 loss_corrupt=2.2608 wrong_frac=0.5052 init_acc_corrupt=0.4598 acc_corrupt_t_0p0_0p2=0.2341 corrupt_frac_t_0p0_0p2=0.2490 acc_corrupt_t_0p6_0p8=0.8283 corrupt_frac_t_0p6_0p8=0.2331 acc_corrupt_t_0p8_1p0=0.9517 corrupt_frac_t_0p8_1p0=0.2320 out_w_norm=262.9614 out_g_norm=0.1061 acc_corrupt_t_0p2_0p4=0.4564 corrupt_frac_t_0p2_0p4=0.2486 acc_corrupt_t_0p4_0p6=0.6643 corrupt_frac_t_0p4_0p6=0.2461 loss_all=1.0837 init_gold_top10=0.4312 init_gold_top100=0.4411 +step=22700 micro_steps=90800 elapsed=124.9s lr=3.000000e-04 loss=2.2072 loss_recon=2.2072 loss_meanflow=0.0000 mean_model_t=0.5085 mean_corrupt_t=0.5085 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7937 corrupt_frac=0.5479 acc_corrupt=0.6310 loss_corrupt=2.2072 wrong_frac=0.4948 init_acc_corrupt=0.4712 acc_corrupt_t_0p0_0p2=0.2340 corrupt_frac_t_0p0_0p2=0.2306 acc_corrupt_t_0p2_0p4=0.4512 corrupt_frac_t_0p2_0p4=0.2470 acc_corrupt_t_0p4_0p6=0.6715 corrupt_frac_t_0p4_0p6=0.2399 acc_corrupt_t_0p6_0p8=0.8300 corrupt_frac_t_0p6_0p8=0.2366 acc_corrupt_t_0p8_1p0=0.9529 corrupt_frac_t_0p8_1p0=0.2423 out_w_norm=263.6349 out_g_norm=0.1035 loss_all=0.7738 init_gold_top10=0.5494 init_gold_top100=0.5548 +step=22800 micro_steps=91200 elapsed=124.5s lr=3.000000e-04 loss=2.2727 loss_recon=2.2727 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7871 corrupt_frac=0.5548 acc_corrupt=0.6234 loss_corrupt=2.2727 wrong_frac=0.5005 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.2241 corrupt_frac_t_0p0_0p2=0.2418 acc_corrupt_t_0p2_0p4=0.4489 corrupt_frac_t_0p2_0p4=0.2461 acc_corrupt_t_0p4_0p6=0.6717 corrupt_frac_t_0p4_0p6=0.2267 acc_corrupt_t_0p6_0p8=0.8271 corrupt_frac_t_0p6_0p8=0.2440 acc_corrupt_t_0p8_1p0=0.9517 corrupt_frac_t_0p8_1p0=0.2309 out_w_norm=264.2997 out_g_norm=0.1021 loss_all=1.5334 init_gold_top10=0.4567 init_gold_top100=0.4647 +step=22900 micro_steps=91600 elapsed=124.8s lr=3.000000e-04 loss=2.2535 loss_recon=2.2535 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7897 corrupt_frac=0.5488 acc_corrupt=0.6243 loss_corrupt=2.2535 wrong_frac=0.5037 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.2387 corrupt_frac_t_0p0_0p2=0.2372 acc_corrupt_t_0p2_0p4=0.4494 corrupt_frac_t_0p2_0p4=0.2486 acc_corrupt_t_0p4_0p6=0.6670 corrupt_frac_t_0p4_0p6=0.2501 acc_corrupt_t_0p6_0p8=0.8256 corrupt_frac_t_0p6_0p8=0.2407 acc_corrupt_t_0p8_1p0=0.9500 corrupt_frac_t_0p8_1p0=0.2370 out_w_norm=264.9451 out_g_norm=0.1069 loss_all=1.0833 init_gold_top10=0.6580 init_gold_top100=0.6590 +step=23000 micro_steps=92000 elapsed=125.2s lr=3.000000e-04 loss=2.1536 loss_recon=2.1536 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8006 corrupt_frac=0.5386 acc_corrupt=0.6372 loss_corrupt=2.1536 wrong_frac=0.4906 init_acc_corrupt=0.4751 acc_corrupt_t_0p0_0p2=0.2375 corrupt_frac_t_0p0_0p2=0.2350 acc_corrupt_t_0p2_0p4=0.4548 corrupt_frac_t_0p2_0p4=0.2397 acc_corrupt_t_0p4_0p6=0.6749 corrupt_frac_t_0p4_0p6=0.2280 out_w_norm=265.5991 out_g_norm=0.1034 acc_corrupt_t_0p6_0p8=0.8279 corrupt_frac_t_0p6_0p8=0.2434 acc_corrupt_t_0p8_1p0=0.9512 corrupt_frac_t_0p8_1p0=0.2441 loss_all=1.0092 init_gold_top10=0.4404 init_gold_top100=0.4473 +step=23100 micro_steps=92400 elapsed=131.7s lr=3.000000e-04 loss=2.2395 loss_recon=2.2395 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7901 corrupt_frac=0.5500 acc_corrupt=0.6256 loss_corrupt=2.2395 wrong_frac=0.5005 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.2313 corrupt_frac_t_0p0_0p2=0.2388 acc_corrupt_t_0p2_0p4=0.4497 corrupt_frac_t_0p2_0p4=0.2481 acc_corrupt_t_0p4_0p6=0.6664 corrupt_frac_t_0p4_0p6=0.2370 acc_corrupt_t_0p6_0p8=0.8279 corrupt_frac_t_0p6_0p8=0.2410 acc_corrupt_t_0p8_1p0=0.9505 corrupt_frac_t_0p8_1p0=0.2408 out_w_norm=266.2408 out_g_norm=0.1035 loss_all=1.0729 init_gold_top10=0.4788 init_gold_top100=0.4880 +step=23200 micro_steps=92800 elapsed=126.0s lr=3.000000e-04 loss=2.2173 loss_recon=2.2173 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7959 corrupt_frac=0.5399 acc_corrupt=0.6295 loss_corrupt=2.2173 wrong_frac=0.4970 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.2320 corrupt_frac_t_0p0_0p2=0.2491 acc_corrupt_t_0p4_0p6=0.6747 corrupt_frac_t_0p4_0p6=0.2460 acc_corrupt_t_0p6_0p8=0.8324 corrupt_frac_t_0p6_0p8=0.2315 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.2556 out_w_norm=266.8864 out_g_norm=0.1039 acc_corrupt_t_0p2_0p4=0.4555 corrupt_frac_t_0p2_0p4=0.2436 loss_all=1.0514 init_gold_top10=0.5128 init_gold_top100=0.5183 +step=23300 micro_steps=93200 elapsed=126.0s lr=3.000000e-04 loss=2.1715 loss_recon=2.1715 loss_meanflow=0.0000 mean_model_t=0.5130 mean_corrupt_t=0.5130 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7976 corrupt_frac=0.5477 acc_corrupt=0.6375 loss_corrupt=2.1715 wrong_frac=0.4861 init_acc_corrupt=0.4802 acc_corrupt_t_0p0_0p2=0.2312 corrupt_frac_t_0p0_0p2=0.2328 acc_corrupt_t_0p2_0p4=0.4456 corrupt_frac_t_0p2_0p4=0.2361 acc_corrupt_t_0p6_0p8=0.8288 corrupt_frac_t_0p6_0p8=0.2364 acc_corrupt_t_0p8_1p0=0.9517 corrupt_frac_t_0p8_1p0=0.2587 out_w_norm=267.5567 out_g_norm=0.1007 acc_corrupt_t_0p4_0p6=0.6683 corrupt_frac_t_0p4_0p6=0.2448 loss_all=1.3896 init_gold_top10=0.5030 init_gold_top100=0.5057 +step=23400 micro_steps=93600 elapsed=125.3s lr=3.000000e-04 loss=2.2983 loss_recon=2.2983 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7873 corrupt_frac=0.5447 acc_corrupt=0.6175 loss_corrupt=2.2983 wrong_frac=0.5091 init_acc_corrupt=0.4551 acc_corrupt_t_0p0_0p2=0.2318 corrupt_frac_t_0p0_0p2=0.2494 acc_corrupt_t_0p4_0p6=0.6688 corrupt_frac_t_0p4_0p6=0.2360 acc_corrupt_t_0p6_0p8=0.8312 corrupt_frac_t_0p6_0p8=0.2284 acc_corrupt_t_0p8_1p0=0.9518 corrupt_frac_t_0p8_1p0=0.2324 out_w_norm=268.2172 out_g_norm=0.1033 acc_corrupt_t_0p2_0p4=0.4480 corrupt_frac_t_0p2_0p4=0.2418 loss_all=0.8528 init_gold_top10=0.5624 init_gold_top100=0.5666 +step=23500 micro_steps=94000 elapsed=125.3s lr=3.000000e-04 loss=2.1902 loss_recon=2.1902 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7952 corrupt_frac=0.5451 acc_corrupt=0.6321 loss_corrupt=2.1902 wrong_frac=0.4980 init_acc_corrupt=0.4685 acc_corrupt_t_0p0_0p2=0.2438 corrupt_frac_t_0p0_0p2=0.2432 acc_corrupt_t_0p2_0p4=0.4583 corrupt_frac_t_0p2_0p4=0.2269 acc_corrupt_t_0p4_0p6=0.6619 corrupt_frac_t_0p4_0p6=0.2390 acc_corrupt_t_0p6_0p8=0.8244 corrupt_frac_t_0p6_0p8=0.2521 acc_corrupt_t_0p8_1p0=0.9522 corrupt_frac_t_0p8_1p0=0.2287 out_w_norm=268.8741 out_g_norm=0.1034 loss_all=0.8395 init_gold_top10=0.6764 init_gold_top100=0.6784 +step=23600 micro_steps=94400 elapsed=125.4s lr=3.000000e-04 loss=2.1802 loss_recon=2.1802 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7950 corrupt_frac=0.5472 acc_corrupt=0.6330 loss_corrupt=2.1802 wrong_frac=0.4941 init_acc_corrupt=0.4719 acc_corrupt_t_0p0_0p2=0.2441 corrupt_frac_t_0p0_0p2=0.2282 acc_corrupt_t_0p2_0p4=0.4459 corrupt_frac_t_0p2_0p4=0.2413 acc_corrupt_t_0p4_0p6=0.6641 corrupt_frac_t_0p4_0p6=0.2307 out_w_norm=269.5117 out_g_norm=0.1027 acc_corrupt_t_0p6_0p8=0.8283 corrupt_frac_t_0p6_0p8=0.2557 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2394 loss_all=1.4261 init_gold_top10=0.3697 init_gold_top100=0.3786 +step=23700 micro_steps=94800 elapsed=125.5s lr=3.000000e-04 loss=2.2326 loss_recon=2.2326 loss_meanflow=0.0000 mean_model_t=0.4928 mean_corrupt_t=0.4928 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7929 corrupt_frac=0.5415 acc_corrupt=0.6254 loss_corrupt=2.2326 wrong_frac=0.5048 init_acc_corrupt=0.4599 acc_corrupt_t_0p0_0p2=0.2405 corrupt_frac_t_0p0_0p2=0.2446 acc_corrupt_t_0p2_0p4=0.4571 corrupt_frac_t_0p2_0p4=0.2454 acc_corrupt_t_0p6_0p8=0.8250 corrupt_frac_t_0p6_0p8=0.2374 acc_corrupt_t_0p8_1p0=0.9527 corrupt_frac_t_0p8_1p0=0.2391 out_w_norm=270.1567 out_g_norm=0.1025 acc_corrupt_t_0p4_0p6=0.6711 corrupt_frac_t_0p4_0p6=0.2319 loss_all=1.0073 init_gold_top10=0.4440 init_gold_top100=0.4519 +step=23800 micro_steps=95200 elapsed=125.1s lr=3.000000e-04 loss=2.2139 loss_recon=2.2139 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7894 corrupt_frac=0.5584 acc_corrupt=0.6305 loss_corrupt=2.2139 wrong_frac=0.4940 init_acc_corrupt=0.4731 acc_corrupt_t_0p2_0p4=0.4464 corrupt_frac_t_0p2_0p4=0.2356 acc_corrupt_t_0p4_0p6=0.6603 corrupt_frac_t_0p4_0p6=0.2403 acc_corrupt_t_0p6_0p8=0.8289 corrupt_frac_t_0p6_0p8=0.2505 acc_corrupt_t_0p8_1p0=0.9517 corrupt_frac_t_0p8_1p0=0.2484 out_w_norm=270.8071 out_g_norm=0.0989 acc_corrupt_t_0p0_0p2=0.2269 corrupt_frac_t_0p0_0p2=0.2300 loss_all=0.8820 init_gold_top10=0.5058 init_gold_top100=0.5112 +step=23900 micro_steps=95600 elapsed=125.0s lr=3.000000e-04 loss=2.2394 loss_recon=2.2394 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7931 corrupt_frac=0.5453 acc_corrupt=0.6283 loss_corrupt=2.2394 wrong_frac=0.4977 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.2276 corrupt_frac_t_0p0_0p2=0.2412 acc_corrupt_t_0p2_0p4=0.4576 corrupt_frac_t_0p2_0p4=0.2374 acc_corrupt_t_0p4_0p6=0.6601 corrupt_frac_t_0p4_0p6=0.2407 acc_corrupt_t_0p6_0p8=0.8340 corrupt_frac_t_0p6_0p8=0.2469 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.2475 out_w_norm=271.4483 out_g_norm=0.1011 loss_all=1.1892 init_gold_top10=0.5338 init_gold_top100=0.5352 +step=24000 micro_steps=96000 elapsed=125.0s lr=3.000000e-04 loss=2.2249 loss_recon=2.2249 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7902 corrupt_frac=0.5531 acc_corrupt=0.6283 loss_corrupt=2.2249 wrong_frac=0.4982 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.2336 corrupt_frac_t_0p0_0p2=0.2421 acc_corrupt_t_0p2_0p4=0.4510 corrupt_frac_t_0p2_0p4=0.2359 acc_corrupt_t_0p4_0p6=0.6673 corrupt_frac_t_0p4_0p6=0.2474 acc_corrupt_t_0p8_1p0=0.9531 corrupt_frac_t_0p8_1p0=0.2359 out_w_norm=272.0793 out_g_norm=0.1025 acc_corrupt_t_0p6_0p8=0.8329 corrupt_frac_t_0p6_0p8=0.2337 loss_all=1.0412 init_gold_top10=0.5040 init_gold_top100=0.5070 +step=24100 micro_steps=96400 elapsed=130.8s lr=3.000000e-04 loss=2.2965 loss_recon=2.2965 loss_meanflow=0.0000 mean_model_t=0.4939 mean_corrupt_t=0.4939 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7840 corrupt_frac=0.5539 acc_corrupt=0.6179 loss_corrupt=2.2965 wrong_frac=0.5083 init_acc_corrupt=0.4565 acc_corrupt_t_0p0_0p2=0.2230 corrupt_frac_t_0p0_0p2=0.2494 acc_corrupt_t_0p2_0p4=0.4540 corrupt_frac_t_0p2_0p4=0.2465 acc_corrupt_t_0p6_0p8=0.8279 corrupt_frac_t_0p6_0p8=0.2376 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.2375 out_w_norm=272.7118 out_g_norm=0.1002 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.2382 loss_all=1.1730 init_gold_top10=0.5802 init_gold_top100=0.5814 +step=24200 micro_steps=96800 elapsed=125.1s lr=3.000000e-04 loss=2.2391 loss_recon=2.2391 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7938 corrupt_frac=0.5396 acc_corrupt=0.6251 loss_corrupt=2.2391 wrong_frac=0.5033 init_acc_corrupt=0.4606 acc_corrupt_t_0p0_0p2=0.2362 corrupt_frac_t_0p0_0p2=0.2373 acc_corrupt_t_0p2_0p4=0.4494 corrupt_frac_t_0p2_0p4=0.2492 acc_corrupt_t_0p8_1p0=0.9521 corrupt_frac_t_0p8_1p0=0.2346 out_w_norm=273.3432 out_g_norm=0.1007 acc_corrupt_t_0p4_0p6=0.6732 corrupt_frac_t_0p4_0p6=0.2342 acc_corrupt_t_0p6_0p8=0.8331 corrupt_frac_t_0p6_0p8=0.2415 loss_all=0.7398 init_gold_top10=0.6081 init_gold_top100=0.6085 +step=24300 micro_steps=97200 elapsed=125.2s lr=3.000000e-04 loss=2.2563 loss_recon=2.2563 loss_meanflow=0.0000 mean_model_t=0.4917 mean_corrupt_t=0.4917 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7901 corrupt_frac=0.5436 acc_corrupt=0.6215 loss_corrupt=2.2563 wrong_frac=0.5068 init_acc_corrupt=0.4575 acc_corrupt_t_0p0_0p2=0.2358 corrupt_frac_t_0p0_0p2=0.2443 acc_corrupt_t_0p2_0p4=0.4489 corrupt_frac_t_0p2_0p4=0.2356 acc_corrupt_t_0p4_0p6=0.6645 corrupt_frac_t_0p4_0p6=0.2395 acc_corrupt_t_0p6_0p8=0.8302 corrupt_frac_t_0p6_0p8=0.2390 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2298 out_w_norm=273.9826 out_g_norm=0.1009 loss_all=1.0441 init_gold_top10=0.4186 init_gold_top100=0.4216 +step=24400 micro_steps=97600 elapsed=125.1s lr=3.000000e-04 loss=2.2365 loss_recon=2.2365 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7915 corrupt_frac=0.5487 acc_corrupt=0.6278 loss_corrupt=2.2365 wrong_frac=0.4970 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.2237 corrupt_frac_t_0p0_0p2=0.2416 acc_corrupt_t_0p2_0p4=0.4509 corrupt_frac_t_0p2_0p4=0.2379 acc_corrupt_t_0p6_0p8=0.8269 corrupt_frac_t_0p6_0p8=0.2291 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2474 out_w_norm=274.6168 out_g_norm=0.0991 acc_corrupt_t_0p4_0p6=0.6717 corrupt_frac_t_0p4_0p6=0.2410 loss_all=1.6223 init_gold_top10=0.4603 init_gold_top100=0.4704 +step=24500 micro_steps=98000 elapsed=125.2s lr=3.000000e-04 loss=2.2275 loss_recon=2.2275 loss_meanflow=0.0000 mean_model_t=0.4951 mean_corrupt_t=0.4951 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7897 corrupt_frac=0.5530 acc_corrupt=0.6269 loss_corrupt=2.2275 wrong_frac=0.5012 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.2366 corrupt_frac_t_0p0_0p2=0.2485 acc_corrupt_t_0p2_0p4=0.4560 corrupt_frac_t_0p2_0p4=0.2414 acc_corrupt_t_0p4_0p6=0.6728 corrupt_frac_t_0p4_0p6=0.2430 acc_corrupt_t_0p6_0p8=0.8318 corrupt_frac_t_0p6_0p8=0.2347 acc_corrupt_t_0p8_1p0=0.9533 corrupt_frac_t_0p8_1p0=0.2391 out_w_norm=275.2394 out_g_norm=0.1002 loss_all=0.7109 init_gold_top10=0.5317 init_gold_top100=0.5339 +step=24600 micro_steps=98400 elapsed=125.0s lr=3.000000e-04 loss=2.2600 loss_recon=2.2600 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7877 corrupt_frac=0.5523 acc_corrupt=0.6229 loss_corrupt=2.2600 wrong_frac=0.5045 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.2311 corrupt_frac_t_0p0_0p2=0.2412 acc_corrupt_t_0p2_0p4=0.4498 corrupt_frac_t_0p2_0p4=0.2319 acc_corrupt_t_0p4_0p6=0.6688 corrupt_frac_t_0p4_0p6=0.2430 acc_corrupt_t_0p6_0p8=0.8291 corrupt_frac_t_0p6_0p8=0.2465 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2309 out_w_norm=275.8642 out_g_norm=0.1003 loss_all=0.8016 init_gold_top10=0.5304 init_gold_top100=0.5388 +step=24700 micro_steps=98800 elapsed=125.2s lr=3.000000e-04 loss=2.2247 loss_recon=2.2247 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7928 corrupt_frac=0.5465 acc_corrupt=0.6287 loss_corrupt=2.2247 wrong_frac=0.4992 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.2299 corrupt_frac_t_0p0_0p2=0.2460 acc_corrupt_t_0p2_0p4=0.4571 corrupt_frac_t_0p2_0p4=0.2313 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.2427 acc_corrupt_t_0p6_0p8=0.8317 corrupt_frac_t_0p6_0p8=0.2423 acc_corrupt_t_0p8_1p0=0.9512 corrupt_frac_t_0p8_1p0=0.2353 out_w_norm=276.4972 out_g_norm=0.0980 loss_all=0.6762 init_gold_top10=0.5089 init_gold_top100=0.5144 +step=24800 micro_steps=99200 elapsed=124.9s lr=3.000000e-04 loss=2.2260 loss_recon=2.2260 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7913 corrupt_frac=0.5503 acc_corrupt=0.6278 loss_corrupt=2.2260 wrong_frac=0.4998 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.2327 corrupt_frac_t_0p0_0p2=0.2434 acc_corrupt_t_0p2_0p4=0.4614 corrupt_frac_t_0p2_0p4=0.2281 acc_corrupt_t_0p4_0p6=0.6692 corrupt_frac_t_0p4_0p6=0.2463 acc_corrupt_t_0p6_0p8=0.8257 corrupt_frac_t_0p6_0p8=0.2422 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.2309 out_w_norm=277.1157 out_g_norm=0.0991 loss_all=2.0608 init_gold_top10=0.4248 init_gold_top100=0.4298 +step=24900 micro_steps=99600 elapsed=125.4s lr=3.000000e-04 loss=2.2657 loss_recon=2.2657 loss_meanflow=0.0000 mean_model_t=0.4955 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7866 corrupt_frac=0.5542 acc_corrupt=0.6225 loss_corrupt=2.2657 wrong_frac=0.5031 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.2227 corrupt_frac_t_0p0_0p2=0.2561 acc_corrupt_t_0p2_0p4=0.4568 corrupt_frac_t_0p2_0p4=0.2322 acc_corrupt_t_0p4_0p6=0.6716 corrupt_frac_t_0p4_0p6=0.2329 acc_corrupt_t_0p6_0p8=0.8324 corrupt_frac_t_0p6_0p8=0.2413 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.2505 out_w_norm=277.7333 out_g_norm=0.0984 loss_all=0.9081 init_gold_top10=0.5039 init_gold_top100=0.5074 +step=25000 micro_steps=100000 elapsed=125.3s lr=3.000000e-04 loss=2.2710 loss_recon=2.2710 loss_meanflow=0.0000 mean_model_t=0.4940 mean_corrupt_t=0.4940 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7871 corrupt_frac=0.5519 acc_corrupt=0.6218 loss_corrupt=2.2710 wrong_frac=0.5065 init_acc_corrupt=0.4571 acc_corrupt_t_0p0_0p2=0.2343 corrupt_frac_t_0p0_0p2=0.2422 acc_corrupt_t_0p2_0p4=0.4535 corrupt_frac_t_0p2_0p4=0.2539 acc_corrupt_t_0p4_0p6=0.6718 corrupt_frac_t_0p4_0p6=0.2310 acc_corrupt_t_0p8_1p0=0.9524 corrupt_frac_t_0p8_1p0=0.2336 out_w_norm=278.3530 out_g_norm=0.1016 acc_corrupt_t_0p6_0p8=0.8283 corrupt_frac_t_0p6_0p8=0.2361 loss_all=0.8590 init_gold_top10=0.5201 init_gold_top100=0.5238 +step=25100 micro_steps=100400 elapsed=132.0s lr=3.000000e-04 loss=2.3437 loss_recon=2.3437 loss_meanflow=0.0000 mean_model_t=0.4918 mean_corrupt_t=0.4918 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7795 corrupt_frac=0.5551 acc_corrupt=0.6106 loss_corrupt=2.3437 wrong_frac=0.5152 init_acc_corrupt=0.4482 acc_corrupt_t_0p2_0p4=0.4532 corrupt_frac_t_0p2_0p4=0.2452 acc_corrupt_t_0p6_0p8=0.8338 corrupt_frac_t_0p6_0p8=0.2405 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.2223 out_w_norm=278.9861 out_g_norm=0.0991 acc_corrupt_t_0p0_0p2=0.2195 corrupt_frac_t_0p0_0p2=0.2606 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.2410 loss_all=0.6528 init_gold_top10=0.6476 init_gold_top100=0.6519 +step=25200 micro_steps=100800 elapsed=125.2s lr=3.000000e-04 loss=2.2258 loss_recon=2.2258 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7936 corrupt_frac=0.5434 acc_corrupt=0.6283 loss_corrupt=2.2258 wrong_frac=0.5002 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.2340 corrupt_frac_t_0p0_0p2=0.2451 acc_corrupt_t_0p2_0p4=0.4534 corrupt_frac_t_0p2_0p4=0.2330 acc_corrupt_t_0p4_0p6=0.6709 corrupt_frac_t_0p4_0p6=0.2183 acc_corrupt_t_0p6_0p8=0.8270 corrupt_frac_t_0p6_0p8=0.2643 out_w_norm=279.6108 out_g_norm=0.0996 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.2386 loss_all=0.6922 init_gold_top10=0.6702 init_gold_top100=0.6708 +step=25300 micro_steps=101200 elapsed=126.2s lr=3.000000e-04 loss=2.2086 loss_recon=2.2086 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7912 corrupt_frac=0.5552 acc_corrupt=0.6314 loss_corrupt=2.2086 wrong_frac=0.4961 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.2321 corrupt_frac_t_0p0_0p2=0.2491 acc_corrupt_t_0p2_0p4=0.4557 corrupt_frac_t_0p2_0p4=0.2330 acc_corrupt_t_0p4_0p6=0.6729 corrupt_frac_t_0p4_0p6=0.2268 acc_corrupt_t_0p6_0p8=0.8323 corrupt_frac_t_0p6_0p8=0.2466 acc_corrupt_t_0p8_1p0=0.9504 corrupt_frac_t_0p8_1p0=0.2344 out_w_norm=280.2269 out_g_norm=0.0953 loss_all=1.3520 init_gold_top10=0.4529 init_gold_top100=0.4593 +step=25400 micro_steps=101600 elapsed=125.8s lr=3.000000e-04 loss=2.1951 loss_recon=2.1951 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7942 corrupt_frac=0.5451 acc_corrupt=0.6303 loss_corrupt=2.1951 wrong_frac=0.5005 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.2400 corrupt_frac_t_0p0_0p2=0.2428 acc_corrupt_t_0p2_0p4=0.4641 corrupt_frac_t_0p2_0p4=0.2473 acc_corrupt_t_0p4_0p6=0.6722 corrupt_frac_t_0p4_0p6=0.2389 acc_corrupt_t_0p8_1p0=0.9518 corrupt_frac_t_0p8_1p0=0.2376 out_w_norm=280.8522 out_g_norm=0.1007 acc_corrupt_t_0p6_0p8=0.8375 corrupt_frac_t_0p6_0p8=0.2455 loss_all=0.8264 init_gold_top10=0.5426 init_gold_top100=0.5436 +step=25500 micro_steps=102000 elapsed=126.2s lr=3.000000e-04 loss=2.1427 loss_recon=2.1427 loss_meanflow=0.0000 mean_model_t=0.5093 mean_corrupt_t=0.5093 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7992 corrupt_frac=0.5458 acc_corrupt=0.6392 loss_corrupt=2.1427 wrong_frac=0.4896 init_acc_corrupt=0.4766 acc_corrupt_t_0p2_0p4=0.4547 corrupt_frac_t_0p2_0p4=0.2406 acc_corrupt_t_0p4_0p6=0.6730 corrupt_frac_t_0p4_0p6=0.2403 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.2437 out_w_norm=281.4715 out_g_norm=0.0952 acc_corrupt_t_0p0_0p2=0.2398 corrupt_frac_t_0p0_0p2=0.2385 acc_corrupt_t_0p6_0p8=0.8292 corrupt_frac_t_0p6_0p8=0.2574 loss_all=1.5280 init_gold_top10=0.4715 init_gold_top100=0.4767 +step=25600 micro_steps=102400 elapsed=125.2s lr=3.000000e-04 loss=2.1998 loss_recon=2.1998 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7909 corrupt_frac=0.5540 acc_corrupt=0.6300 loss_corrupt=2.1998 wrong_frac=0.4969 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.2303 corrupt_frac_t_0p0_0p2=0.2322 acc_corrupt_t_0p2_0p4=0.4512 corrupt_frac_t_0p2_0p4=0.2369 acc_corrupt_t_0p4_0p6=0.6739 corrupt_frac_t_0p4_0p6=0.2367 acc_corrupt_t_0p6_0p8=0.8265 corrupt_frac_t_0p6_0p8=0.2347 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2474 out_w_norm=282.0985 out_g_norm=0.0967 loss_all=0.9149 init_gold_top10=0.4830 init_gold_top100=0.4925 +step=25700 micro_steps=102800 elapsed=125.2s lr=3.000000e-04 loss=2.2126 loss_recon=2.2126 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7911 corrupt_frac=0.5525 acc_corrupt=0.6294 loss_corrupt=2.2126 wrong_frac=0.4970 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.2329 corrupt_frac_t_0p0_0p2=0.2500 acc_corrupt_t_0p6_0p8=0.8352 corrupt_frac_t_0p6_0p8=0.2382 acc_corrupt_t_0p8_1p0=0.9518 corrupt_frac_t_0p8_1p0=0.2500 out_w_norm=282.7197 out_g_norm=0.0965 acc_corrupt_t_0p4_0p6=0.6721 corrupt_frac_t_0p4_0p6=0.2211 acc_corrupt_t_0p2_0p4=0.4586 corrupt_frac_t_0p2_0p4=0.2358 loss_all=0.9629 init_gold_top10=0.6184 init_gold_top100=0.6199 +step=25800 micro_steps=103200 elapsed=125.5s lr=3.000000e-04 loss=2.1549 loss_recon=2.1549 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7982 corrupt_frac=0.5443 acc_corrupt=0.6369 loss_corrupt=2.1549 wrong_frac=0.4922 init_acc_corrupt=0.4747 acc_corrupt_t_0p0_0p2=0.2412 corrupt_frac_t_0p0_0p2=0.2393 acc_corrupt_t_0p2_0p4=0.4559 corrupt_frac_t_0p2_0p4=0.2321 acc_corrupt_t_0p4_0p6=0.6734 corrupt_frac_t_0p4_0p6=0.2461 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.2477 out_w_norm=283.3305 out_g_norm=0.0950 acc_corrupt_t_0p6_0p8=0.8334 corrupt_frac_t_0p6_0p8=0.2468 loss_all=0.6653 init_gold_top10=0.6761 init_gold_top100=0.6770 +step=25900 micro_steps=103600 elapsed=125.6s lr=3.000000e-04 loss=2.1700 loss_recon=2.1700 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7963 corrupt_frac=0.5464 acc_corrupt=0.6345 loss_corrupt=2.1700 wrong_frac=0.4980 init_acc_corrupt=0.4683 acc_corrupt_t_0p2_0p4=0.4623 corrupt_frac_t_0p2_0p4=0.2404 acc_corrupt_t_0p6_0p8=0.8329 corrupt_frac_t_0p6_0p8=0.2432 acc_corrupt_t_0p8_1p0=0.9530 corrupt_frac_t_0p8_1p0=0.2420 out_w_norm=283.9390 out_g_norm=0.0973 acc_corrupt_t_0p0_0p2=0.2404 corrupt_frac_t_0p0_0p2=0.2348 acc_corrupt_t_0p4_0p6=0.6698 corrupt_frac_t_0p4_0p6=0.2492 loss_all=0.9591 init_gold_top10=0.5180 init_gold_top100=0.5204 +step=26000 micro_steps=104000 elapsed=125.7s lr=3.000000e-04 loss=2.2138 loss_recon=2.2138 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7917 corrupt_frac=0.5489 acc_corrupt=0.6279 loss_corrupt=2.2138 wrong_frac=0.5022 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.2323 corrupt_frac_t_0p0_0p2=0.2441 acc_corrupt_t_0p2_0p4=0.4599 corrupt_frac_t_0p2_0p4=0.2383 acc_corrupt_t_0p4_0p6=0.6699 corrupt_frac_t_0p4_0p6=0.2421 acc_corrupt_t_0p8_1p0=0.9530 corrupt_frac_t_0p8_1p0=0.2333 out_w_norm=284.5524 out_g_norm=0.0981 acc_corrupt_t_0p6_0p8=0.8317 corrupt_frac_t_0p6_0p8=0.2453 loss_all=1.0576 init_gold_top10=0.6027 init_gold_top100=0.6042 +step=26100 micro_steps=104400 elapsed=131.7s lr=3.000000e-04 loss=2.1938 loss_recon=2.1938 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7948 corrupt_frac=0.5457 acc_corrupt=0.6312 loss_corrupt=2.1938 wrong_frac=0.4993 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.2398 corrupt_frac_t_0p0_0p2=0.2463 acc_corrupt_t_0p2_0p4=0.4562 corrupt_frac_t_0p2_0p4=0.2292 acc_corrupt_t_0p4_0p6=0.6707 corrupt_frac_t_0p4_0p6=0.2475 acc_corrupt_t_0p8_1p0=0.9531 corrupt_frac_t_0p8_1p0=0.2511 out_w_norm=285.1686 out_g_norm=0.0954 acc_corrupt_t_0p6_0p8=0.8319 corrupt_frac_t_0p6_0p8=0.2463 loss_all=0.7750 init_gold_top10=0.6206 init_gold_top100=0.6244 +step=26200 micro_steps=104800 elapsed=126.1s lr=3.000000e-04 loss=2.1940 loss_recon=2.1940 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7925 corrupt_frac=0.5521 acc_corrupt=0.6317 loss_corrupt=2.1940 wrong_frac=0.4967 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.2373 corrupt_frac_t_0p0_0p2=0.2445 acc_corrupt_t_0p4_0p6=0.6690 corrupt_frac_t_0p4_0p6=0.2389 acc_corrupt_t_0p6_0p8=0.8296 corrupt_frac_t_0p6_0p8=0.2461 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.2394 out_w_norm=285.7783 out_g_norm=0.0964 acc_corrupt_t_0p2_0p4=0.4630 corrupt_frac_t_0p2_0p4=0.2452 loss_all=1.9582 init_gold_top10=0.4985 init_gold_top100=0.5032 +step=26300 micro_steps=105200 elapsed=126.0s lr=3.000000e-04 loss=2.1664 loss_recon=2.1664 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7982 corrupt_frac=0.5422 acc_corrupt=0.6352 loss_corrupt=2.1664 wrong_frac=0.4950 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.2458 corrupt_frac_t_0p0_0p2=0.2333 acc_corrupt_t_0p2_0p4=0.4473 corrupt_frac_t_0p2_0p4=0.2499 acc_corrupt_t_0p4_0p6=0.6739 corrupt_frac_t_0p4_0p6=0.2459 acc_corrupt_t_0p6_0p8=0.8313 corrupt_frac_t_0p6_0p8=0.2502 out_w_norm=286.3923 out_g_norm=0.1006 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2418 loss_all=1.3469 init_gold_top10=0.6000 init_gold_top100=0.6024 +step=26400 micro_steps=105600 elapsed=126.4s lr=3.000000e-04 loss=2.2046 loss_recon=2.2046 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7901 corrupt_frac=0.5539 acc_corrupt=0.6283 loss_corrupt=2.2046 wrong_frac=0.5019 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.2367 corrupt_frac_t_0p0_0p2=0.2392 acc_corrupt_t_0p2_0p4=0.4606 corrupt_frac_t_0p2_0p4=0.2538 acc_corrupt_t_0p4_0p6=0.6694 corrupt_frac_t_0p4_0p6=0.2377 acc_corrupt_t_0p6_0p8=0.8281 corrupt_frac_t_0p6_0p8=0.2435 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.2398 out_w_norm=287.0030 out_g_norm=0.1004 loss_all=0.9438 init_gold_top10=0.4949 init_gold_top100=0.4984 +step=26500 micro_steps=106000 elapsed=125.9s lr=3.000000e-04 loss=2.1721 loss_recon=2.1721 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7947 corrupt_frac=0.5507 acc_corrupt=0.6342 loss_corrupt=2.1721 wrong_frac=0.4959 init_acc_corrupt=0.4695 acc_corrupt_t_0p2_0p4=0.4578 corrupt_frac_t_0p2_0p4=0.2391 acc_corrupt_t_0p4_0p6=0.6747 corrupt_frac_t_0p4_0p6=0.2473 acc_corrupt_t_0p6_0p8=0.8282 corrupt_frac_t_0p6_0p8=0.2471 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2356 out_w_norm=287.6089 out_g_norm=0.0948 acc_corrupt_t_0p0_0p2=0.2448 corrupt_frac_t_0p0_0p2=0.2327 loss_all=1.1448 init_gold_top10=0.4488 init_gold_top100=0.4534 +step=26600 micro_steps=106400 elapsed=125.4s lr=3.000000e-04 loss=2.2609 loss_recon=2.2609 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7887 corrupt_frac=0.5493 acc_corrupt=0.6227 loss_corrupt=2.2609 wrong_frac=0.5031 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.2240 corrupt_frac_t_0p0_0p2=0.2463 acc_corrupt_t_0p2_0p4=0.4555 corrupt_frac_t_0p2_0p4=0.2422 acc_corrupt_t_0p4_0p6=0.6669 corrupt_frac_t_0p4_0p6=0.2382 acc_corrupt_t_0p6_0p8=0.8308 corrupt_frac_t_0p6_0p8=0.2357 out_w_norm=288.2065 out_g_norm=0.0941 acc_corrupt_t_0p8_1p0=0.9525 corrupt_frac_t_0p8_1p0=0.2399 loss_all=1.2544 init_gold_top10=0.3517 init_gold_top100=0.3645 +step=26700 micro_steps=106800 elapsed=125.5s lr=3.000000e-04 loss=2.2277 loss_recon=2.2277 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.4965 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7904 corrupt_frac=0.5493 acc_corrupt=0.6265 loss_corrupt=2.2277 wrong_frac=0.5023 init_acc_corrupt=0.4642 acc_corrupt_t_0p2_0p4=0.4594 corrupt_frac_t_0p2_0p4=0.2444 acc_corrupt_t_0p4_0p6=0.6680 corrupt_frac_t_0p4_0p6=0.2460 acc_corrupt_t_0p6_0p8=0.8259 corrupt_frac_t_0p6_0p8=0.2339 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.2453 out_w_norm=288.8247 out_g_norm=0.0955 acc_corrupt_t_0p0_0p2=0.2296 corrupt_frac_t_0p0_0p2=0.2411 loss_all=1.0995 init_gold_top10=0.4843 init_gold_top100=0.4922 +step=26800 micro_steps=107200 elapsed=125.2s lr=3.000000e-04 loss=2.2508 loss_recon=2.2508 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7879 corrupt_frac=0.5524 acc_corrupt=0.6236 loss_corrupt=2.2508 wrong_frac=0.5054 init_acc_corrupt=0.4590 acc_corrupt_t_0p0_0p2=0.2301 corrupt_frac_t_0p0_0p2=0.2513 acc_corrupt_t_0p2_0p4=0.4487 corrupt_frac_t_0p2_0p4=0.2526 acc_corrupt_t_0p4_0p6=0.6743 corrupt_frac_t_0p4_0p6=0.2441 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.2340 out_w_norm=289.4309 out_g_norm=0.0943 acc_corrupt_t_0p6_0p8=0.8299 corrupt_frac_t_0p6_0p8=0.2490 loss_all=1.9735 init_gold_top10=0.2514 init_gold_top100=0.2583 +step=26900 micro_steps=107600 elapsed=126.2s lr=3.000000e-04 loss=2.2292 loss_recon=2.2292 loss_meanflow=0.0000 mean_model_t=0.4937 mean_corrupt_t=0.4937 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7897 corrupt_frac=0.5516 acc_corrupt=0.6264 loss_corrupt=2.2292 wrong_frac=0.5045 init_acc_corrupt=0.4604 acc_corrupt_t_0p0_0p2=0.2363 corrupt_frac_t_0p0_0p2=0.2532 acc_corrupt_t_0p2_0p4=0.4647 corrupt_frac_t_0p2_0p4=0.2413 acc_corrupt_t_0p6_0p8=0.8315 corrupt_frac_t_0p6_0p8=0.2459 acc_corrupt_t_0p8_1p0=0.9512 corrupt_frac_t_0p8_1p0=0.2433 out_w_norm=290.0439 out_g_norm=0.0950 acc_corrupt_t_0p4_0p6=0.6751 corrupt_frac_t_0p4_0p6=0.2293 loss_all=1.4978 init_gold_top10=0.3970 init_gold_top100=0.4031 +step=27000 micro_steps=108000 elapsed=126.6s lr=3.000000e-04 loss=2.1372 loss_recon=2.1372 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7983 corrupt_frac=0.5467 acc_corrupt=0.6382 loss_corrupt=2.1372 wrong_frac=0.4942 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.2386 corrupt_frac_t_0p0_0p2=0.2300 acc_corrupt_t_0p2_0p4=0.4604 corrupt_frac_t_0p2_0p4=0.2450 acc_corrupt_t_0p4_0p6=0.6673 corrupt_frac_t_0p4_0p6=0.2444 acc_corrupt_t_0p6_0p8=0.8289 corrupt_frac_t_0p6_0p8=0.2535 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.2383 out_w_norm=290.6496 out_g_norm=0.0972 loss_all=2.5068 init_gold_top10=0.3494 init_gold_top100=0.3609 +step=27100 micro_steps=108400 elapsed=130.8s lr=3.000000e-04 loss=2.1612 loss_recon=2.1612 loss_meanflow=0.0000 mean_model_t=0.5081 mean_corrupt_t=0.5081 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7981 corrupt_frac=0.5451 acc_corrupt=0.6367 loss_corrupt=2.1612 wrong_frac=0.4948 init_acc_corrupt=0.4725 acc_corrupt_t_0p0_0p2=0.2358 corrupt_frac_t_0p0_0p2=0.2396 acc_corrupt_t_0p2_0p4=0.4712 corrupt_frac_t_0p2_0p4=0.2301 acc_corrupt_t_0p6_0p8=0.8274 corrupt_frac_t_0p6_0p8=0.2366 acc_corrupt_t_0p8_1p0=0.9529 corrupt_frac_t_0p8_1p0=0.2403 out_w_norm=291.2612 out_g_norm=0.0942 acc_corrupt_t_0p4_0p6=0.6775 corrupt_frac_t_0p4_0p6=0.2498 loss_all=1.6455 init_gold_top10=0.4319 init_gold_top100=0.4382 +step=27200 micro_steps=108800 elapsed=125.1s lr=3.000000e-04 loss=2.1936 loss_recon=2.1936 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7916 corrupt_frac=0.5561 acc_corrupt=0.6326 loss_corrupt=2.1936 wrong_frac=0.4963 init_acc_corrupt=0.4706 acc_corrupt_t_0p2_0p4=0.4617 corrupt_frac_t_0p2_0p4=0.2343 acc_corrupt_t_0p4_0p6=0.6755 corrupt_frac_t_0p4_0p6=0.2416 acc_corrupt_t_0p6_0p8=0.8305 corrupt_frac_t_0p6_0p8=0.2464 acc_corrupt_t_0p8_1p0=0.9515 corrupt_frac_t_0p8_1p0=0.2487 out_w_norm=291.8633 out_g_norm=0.0929 acc_corrupt_t_0p0_0p2=0.2280 corrupt_frac_t_0p0_0p2=0.2548 loss_all=1.6079 init_gold_top10=0.4839 init_gold_top100=0.4884 +step=27300 micro_steps=109200 elapsed=125.6s lr=3.000000e-04 loss=2.1557 loss_recon=2.1557 loss_meanflow=0.0000 mean_model_t=0.5101 mean_corrupt_t=0.5101 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7953 corrupt_frac=0.5530 acc_corrupt=0.6371 loss_corrupt=2.1557 wrong_frac=0.4906 init_acc_corrupt=0.4755 acc_corrupt_t_0p0_0p2=0.2390 corrupt_frac_t_0p0_0p2=0.2290 acc_corrupt_t_0p2_0p4=0.4471 corrupt_frac_t_0p2_0p4=0.2380 acc_corrupt_t_0p4_0p6=0.6686 corrupt_frac_t_0p4_0p6=0.2526 acc_corrupt_t_0p6_0p8=0.8263 corrupt_frac_t_0p6_0p8=0.2375 acc_corrupt_t_0p8_1p0=0.9522 corrupt_frac_t_0p8_1p0=0.2471 out_w_norm=292.4641 out_g_norm=0.0925 loss_all=0.6639 init_gold_top10=0.5910 init_gold_top100=0.5944 +step=27400 micro_steps=109600 elapsed=125.2s lr=3.000000e-04 loss=2.2169 loss_recon=2.2169 loss_meanflow=0.0000 mean_model_t=0.5062 mean_corrupt_t=0.5062 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7910 corrupt_frac=0.5536 acc_corrupt=0.6297 loss_corrupt=2.2169 wrong_frac=0.4979 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.2261 corrupt_frac_t_0p0_0p2=0.2486 acc_corrupt_t_0p2_0p4=0.4567 corrupt_frac_t_0p2_0p4=0.2361 acc_corrupt_t_0p4_0p6=0.6741 corrupt_frac_t_0p4_0p6=0.2325 acc_corrupt_t_0p6_0p8=0.8335 corrupt_frac_t_0p6_0p8=0.2367 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.2387 out_w_norm=293.0680 out_g_norm=0.0937 loss_all=1.2967 init_gold_top10=0.4979 init_gold_top100=0.5084 +step=27500 micro_steps=110000 elapsed=125.4s lr=3.000000e-04 loss=2.2337 loss_recon=2.2337 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7897 corrupt_frac=0.5517 acc_corrupt=0.6262 loss_corrupt=2.2337 wrong_frac=0.5036 init_acc_corrupt=0.4613 acc_corrupt_t_0p0_0p2=0.2288 corrupt_frac_t_0p0_0p2=0.2493 acc_corrupt_t_0p2_0p4=0.4624 corrupt_frac_t_0p2_0p4=0.2500 acc_corrupt_t_0p4_0p6=0.6713 corrupt_frac_t_0p4_0p6=0.2479 acc_corrupt_t_0p6_0p8=0.8366 corrupt_frac_t_0p6_0p8=0.2261 acc_corrupt_t_0p8_1p0=0.9516 corrupt_frac_t_0p8_1p0=0.2468 out_w_norm=293.6608 out_g_norm=0.0940 loss_all=1.6016 init_gold_top10=0.4506 init_gold_top100=0.4527 +step=27600 micro_steps=110400 elapsed=125.3s lr=3.000000e-04 loss=2.2134 loss_recon=2.2134 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7904 corrupt_frac=0.5520 acc_corrupt=0.6277 loss_corrupt=2.2134 wrong_frac=0.5024 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.2351 corrupt_frac_t_0p0_0p2=0.2512 acc_corrupt_t_0p6_0p8=0.8302 corrupt_frac_t_0p6_0p8=0.2417 acc_corrupt_t_0p8_1p0=0.9530 corrupt_frac_t_0p8_1p0=0.2310 out_w_norm=294.2650 out_g_norm=0.0939 acc_corrupt_t_0p2_0p4=0.4658 corrupt_frac_t_0p2_0p4=0.2305 acc_corrupt_t_0p4_0p6=0.6752 corrupt_frac_t_0p4_0p6=0.2398 loss_all=1.0916 init_gold_top10=0.3976 init_gold_top100=0.4042 +step=27700 micro_steps=110800 elapsed=124.9s lr=3.000000e-04 loss=2.2279 loss_recon=2.2279 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7891 corrupt_frac=0.5523 acc_corrupt=0.6258 loss_corrupt=2.2279 wrong_frac=0.5027 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.2239 corrupt_frac_t_0p0_0p2=0.2518 acc_corrupt_t_0p2_0p4=0.4654 corrupt_frac_t_0p2_0p4=0.2306 acc_corrupt_t_0p4_0p6=0.6695 corrupt_frac_t_0p4_0p6=0.2404 acc_corrupt_t_0p6_0p8=0.8319 corrupt_frac_t_0p6_0p8=0.2320 acc_corrupt_t_0p8_1p0=0.9517 corrupt_frac_t_0p8_1p0=0.2398 out_w_norm=294.8714 out_g_norm=0.0926 loss_all=2.0796 init_gold_top10=0.3598 init_gold_top100=0.3653 +step=27800 micro_steps=111200 elapsed=125.3s lr=3.000000e-04 loss=2.1015 loss_recon=2.1015 loss_meanflow=0.0000 mean_model_t=0.5104 mean_corrupt_t=0.5104 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8036 corrupt_frac=0.5417 acc_corrupt=0.6447 loss_corrupt=2.1015 wrong_frac=0.4865 init_acc_corrupt=0.4806 acc_corrupt_t_0p0_0p2=0.2454 corrupt_frac_t_0p0_0p2=0.2317 acc_corrupt_t_0p4_0p6=0.6770 corrupt_frac_t_0p4_0p6=0.2464 acc_corrupt_t_0p6_0p8=0.8381 corrupt_frac_t_0p6_0p8=0.2418 out_w_norm=295.4619 out_g_norm=0.0920 acc_corrupt_t_0p2_0p4=0.4599 corrupt_frac_t_0p2_0p4=0.2264 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.2477 loss_all=1.6616 init_gold_top10=0.4239 init_gold_top100=0.4342 +step=27900 micro_steps=111600 elapsed=125.4s lr=3.000000e-04 loss=2.2942 loss_recon=2.2942 loss_meanflow=0.0000 mean_model_t=0.4951 mean_corrupt_t=0.4951 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7852 corrupt_frac=0.5506 acc_corrupt=0.6179 loss_corrupt=2.2942 wrong_frac=0.5110 init_acc_corrupt=0.4534 acc_corrupt_t_0p0_0p2=0.2290 corrupt_frac_t_0p0_0p2=0.2533 acc_corrupt_t_0p2_0p4=0.4515 corrupt_frac_t_0p2_0p4=0.2387 acc_corrupt_t_0p4_0p6=0.6675 corrupt_frac_t_0p4_0p6=0.2378 acc_corrupt_t_0p6_0p8=0.8320 corrupt_frac_t_0p6_0p8=0.2375 out_w_norm=296.0578 out_g_norm=0.0926 acc_corrupt_t_0p8_1p0=0.9518 corrupt_frac_t_0p8_1p0=0.2353 loss_all=1.5348 init_gold_top10=0.4122 init_gold_top100=0.4216 +step=28000 micro_steps=112000 elapsed=125.8s lr=3.000000e-04 loss=2.2232 loss_recon=2.2232 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7907 corrupt_frac=0.5489 acc_corrupt=0.6262 loss_corrupt=2.2232 wrong_frac=0.5048 init_acc_corrupt=0.4593 acc_corrupt_t_0p0_0p2=0.2342 corrupt_frac_t_0p0_0p2=0.2487 acc_corrupt_t_0p2_0p4=0.4614 corrupt_frac_t_0p2_0p4=0.2462 acc_corrupt_t_0p4_0p6=0.6687 corrupt_frac_t_0p4_0p6=0.2346 acc_corrupt_t_0p6_0p8=0.8329 corrupt_frac_t_0p6_0p8=0.2461 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.2349 out_w_norm=296.6459 out_g_norm=0.0950 loss_all=2.6703 init_gold_top10=0.3310 init_gold_top100=0.3482 +step=28100 micro_steps=112400 elapsed=131.2s lr=3.000000e-04 loss=2.2500 loss_recon=2.2500 loss_meanflow=0.0000 mean_model_t=0.4942 mean_corrupt_t=0.4942 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7872 corrupt_frac=0.5532 acc_corrupt=0.6229 loss_corrupt=2.2500 wrong_frac=0.5080 init_acc_corrupt=0.4576 acc_corrupt_t_0p0_0p2=0.2323 corrupt_frac_t_0p0_0p2=0.2449 acc_corrupt_t_0p2_0p4=0.4579 corrupt_frac_t_0p2_0p4=0.2479 acc_corrupt_t_0p4_0p6=0.6717 corrupt_frac_t_0p4_0p6=0.2550 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2317 out_w_norm=297.2420 out_g_norm=0.0920 acc_corrupt_t_0p6_0p8=0.8309 corrupt_frac_t_0p6_0p8=0.2321 loss_all=1.7486 init_gold_top10=0.3749 init_gold_top100=0.3800 +step=28200 micro_steps=112800 elapsed=125.7s lr=3.000000e-04 loss=2.2720 loss_recon=2.2720 loss_meanflow=0.0000 mean_model_t=0.4952 mean_corrupt_t=0.4952 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7874 corrupt_frac=0.5509 acc_corrupt=0.6220 loss_corrupt=2.2720 wrong_frac=0.5079 init_acc_corrupt=0.4562 acc_corrupt_t_0p2_0p4=0.4583 corrupt_frac_t_0p2_0p4=0.2403 acc_corrupt_t_0p4_0p6=0.6696 corrupt_frac_t_0p4_0p6=0.2426 acc_corrupt_t_0p6_0p8=0.8341 corrupt_frac_t_0p6_0p8=0.2354 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.2363 out_w_norm=297.8462 out_g_norm=0.0931 acc_corrupt_t_0p0_0p2=0.2291 corrupt_frac_t_0p0_0p2=0.2505 loss_all=0.8010 init_gold_top10=0.5952 init_gold_top100=0.5996 +step=28300 micro_steps=113200 elapsed=125.4s lr=3.000000e-04 loss=2.2228 loss_recon=2.2228 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7916 corrupt_frac=0.5478 acc_corrupt=0.6272 loss_corrupt=2.2228 wrong_frac=0.5022 init_acc_corrupt=0.4619 acc_corrupt_t_0p2_0p4=0.4470 corrupt_frac_t_0p2_0p4=0.2423 acc_corrupt_t_0p4_0p6=0.6688 corrupt_frac_t_0p4_0p6=0.2330 acc_corrupt_t_0p6_0p8=0.8359 corrupt_frac_t_0p6_0p8=0.2434 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.2480 out_w_norm=298.4429 out_g_norm=0.0912 acc_corrupt_t_0p0_0p2=0.2405 corrupt_frac_t_0p0_0p2=0.2492 loss_all=0.7821 init_gold_top10=0.4325 init_gold_top100=0.4364 +step=28400 micro_steps=113600 elapsed=125.8s lr=3.000000e-04 loss=2.1257 loss_recon=2.1257 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8014 corrupt_frac=0.5402 acc_corrupt=0.6396 loss_corrupt=2.1257 wrong_frac=0.4967 init_acc_corrupt=0.4710 acc_corrupt_t_0p2_0p4=0.4723 corrupt_frac_t_0p2_0p4=0.2276 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.2499 acc_corrupt_t_0p6_0p8=0.8316 corrupt_frac_t_0p6_0p8=0.2461 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2348 out_w_norm=299.0331 out_g_norm=0.0945 acc_corrupt_t_0p0_0p2=0.2496 corrupt_frac_t_0p0_0p2=0.2351 loss_all=0.7454 init_gold_top10=0.5710 init_gold_top100=0.5738 +step=28500 micro_steps=114000 elapsed=126.0s lr=3.000000e-04 loss=2.2171 loss_recon=2.2171 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7950 corrupt_frac=0.5402 acc_corrupt=0.6280 loss_corrupt=2.2171 wrong_frac=0.5035 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.2386 corrupt_frac_t_0p0_0p2=0.2451 acc_corrupt_t_0p4_0p6=0.6755 corrupt_frac_t_0p4_0p6=0.2450 acc_corrupt_t_0p6_0p8=0.8260 corrupt_frac_t_0p6_0p8=0.2350 acc_corrupt_t_0p8_1p0=0.9524 corrupt_frac_t_0p8_1p0=0.2373 out_w_norm=299.6249 out_g_norm=0.0946 acc_corrupt_t_0p2_0p4=0.4574 corrupt_frac_t_0p2_0p4=0.2450 loss_all=1.0385 init_gold_top10=0.5392 init_gold_top100=0.5444 +step=28600 micro_steps=114400 elapsed=126.3s lr=3.000000e-04 loss=2.1539 loss_recon=2.1539 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7962 corrupt_frac=0.5501 acc_corrupt=0.6368 loss_corrupt=2.1539 wrong_frac=0.4931 init_acc_corrupt=0.4733 acc_corrupt_t_0p0_0p2=0.2363 corrupt_frac_t_0p0_0p2=0.2391 acc_corrupt_t_0p2_0p4=0.4576 corrupt_frac_t_0p2_0p4=0.2324 acc_corrupt_t_0p4_0p6=0.6750 corrupt_frac_t_0p4_0p6=0.2403 acc_corrupt_t_0p6_0p8=0.8287 corrupt_frac_t_0p6_0p8=0.2559 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.2533 out_w_norm=300.2154 out_g_norm=0.0910 loss_all=1.2868 init_gold_top10=0.3322 init_gold_top100=0.3377 +step=28700 micro_steps=114800 elapsed=126.1s lr=3.000000e-04 loss=2.2193 loss_recon=2.2193 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7898 corrupt_frac=0.5526 acc_corrupt=0.6274 loss_corrupt=2.2193 wrong_frac=0.5037 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.2305 corrupt_frac_t_0p0_0p2=0.2373 acc_corrupt_t_0p2_0p4=0.4552 corrupt_frac_t_0p2_0p4=0.2455 acc_corrupt_t_0p4_0p6=0.6713 corrupt_frac_t_0p4_0p6=0.2339 acc_corrupt_t_0p6_0p8=0.8359 corrupt_frac_t_0p6_0p8=0.2347 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.2363 out_w_norm=300.8229 out_g_norm=0.0925 loss_all=2.0072 init_gold_top10=0.3097 init_gold_top100=0.3177 +step=28800 micro_steps=115200 elapsed=126.3s lr=3.000000e-04 loss=2.1734 loss_recon=2.1734 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7945 corrupt_frac=0.5516 acc_corrupt=0.6347 loss_corrupt=2.1734 wrong_frac=0.4956 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.2454 corrupt_frac_t_0p0_0p2=0.2366 acc_corrupt_t_0p2_0p4=0.4465 corrupt_frac_t_0p2_0p4=0.2338 acc_corrupt_t_0p4_0p6=0.6721 corrupt_frac_t_0p4_0p6=0.2381 acc_corrupt_t_0p8_1p0=0.9502 corrupt_frac_t_0p8_1p0=0.2440 out_w_norm=301.4067 out_g_norm=0.0893 acc_corrupt_t_0p6_0p8=0.8357 corrupt_frac_t_0p6_0p8=0.2452 loss_all=0.4100 init_gold_top10=0.5454 init_gold_top100=0.5527 +step=28900 micro_steps=115600 elapsed=125.8s lr=3.000000e-04 loss=2.1497 loss_recon=2.1497 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7952 corrupt_frac=0.5521 acc_corrupt=0.6366 loss_corrupt=2.1497 wrong_frac=0.4953 init_acc_corrupt=0.4716 acc_corrupt_t_0p0_0p2=0.2430 corrupt_frac_t_0p0_0p2=0.2364 acc_corrupt_t_0p2_0p4=0.4567 corrupt_frac_t_0p2_0p4=0.2367 acc_corrupt_t_0p4_0p6=0.6735 corrupt_frac_t_0p4_0p6=0.2477 acc_corrupt_t_0p6_0p8=0.8335 corrupt_frac_t_0p6_0p8=0.2479 out_w_norm=301.9785 out_g_norm=0.0904 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2467 loss_all=1.0801 init_gold_top10=0.6460 init_gold_top100=0.6482 +step=29000 micro_steps=116000 elapsed=125.1s lr=3.000000e-04 loss=2.2476 loss_recon=2.2476 loss_meanflow=0.0000 mean_model_t=0.4919 mean_corrupt_t=0.4919 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7907 corrupt_frac=0.5452 acc_corrupt=0.6236 loss_corrupt=2.2476 wrong_frac=0.5071 init_acc_corrupt=0.4585 acc_corrupt_t_0p0_0p2=0.2327 corrupt_frac_t_0p0_0p2=0.2485 acc_corrupt_t_0p2_0p4=0.4684 corrupt_frac_t_0p2_0p4=0.2346 acc_corrupt_t_0p4_0p6=0.6662 corrupt_frac_t_0p4_0p6=0.2454 acc_corrupt_t_0p6_0p8=0.8305 corrupt_frac_t_0p6_0p8=0.2326 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.2340 out_w_norm=302.5570 out_g_norm=0.0919 loss_all=1.4580 init_gold_top10=0.5045 init_gold_top100=0.5129 +step=29100 micro_steps=116400 elapsed=131.2s lr=3.000000e-04 loss=2.2481 loss_recon=2.2481 loss_meanflow=0.0000 mean_model_t=0.4934 mean_corrupt_t=0.4934 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7874 corrupt_frac=0.5520 acc_corrupt=0.6227 loss_corrupt=2.2481 wrong_frac=0.5059 init_acc_corrupt=0.4595 acc_corrupt_t_0p2_0p4=0.4575 corrupt_frac_t_0p2_0p4=0.2436 acc_corrupt_t_0p4_0p6=0.6722 corrupt_frac_t_0p4_0p6=0.2401 acc_corrupt_t_0p6_0p8=0.8331 corrupt_frac_t_0p6_0p8=0.2454 out_w_norm=303.1389 out_g_norm=0.0909 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.2305 acc_corrupt_t_0p0_0p2=0.2300 corrupt_frac_t_0p0_0p2=0.2442 loss_all=2.1183 init_gold_top10=0.4124 init_gold_top100=0.4191 +step=29200 micro_steps=116800 elapsed=125.1s lr=3.000000e-04 loss=2.1715 loss_recon=2.1715 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7931 corrupt_frac=0.5560 acc_corrupt=0.6349 loss_corrupt=2.1715 wrong_frac=0.4960 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.2388 corrupt_frac_t_0p0_0p2=0.2354 acc_corrupt_t_0p2_0p4=0.4611 corrupt_frac_t_0p2_0p4=0.2428 acc_corrupt_t_0p4_0p6=0.6713 corrupt_frac_t_0p4_0p6=0.2420 acc_corrupt_t_0p6_0p8=0.8274 corrupt_frac_t_0p6_0p8=0.2284 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.2534 out_w_norm=303.7198 out_g_norm=0.0914 loss_all=0.7961 init_gold_top10=0.5800 init_gold_top100=0.5817 +step=29300 micro_steps=117200 elapsed=125.2s lr=3.000000e-04 loss=2.1851 loss_recon=2.1851 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7927 corrupt_frac=0.5518 acc_corrupt=0.6319 loss_corrupt=2.1851 wrong_frac=0.4993 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.2332 corrupt_frac_t_0p0_0p2=0.2508 acc_corrupt_t_0p2_0p4=0.4584 corrupt_frac_t_0p2_0p4=0.2334 acc_corrupt_t_0p4_0p6=0.6683 corrupt_frac_t_0p4_0p6=0.2449 acc_corrupt_t_0p6_0p8=0.8318 corrupt_frac_t_0p6_0p8=0.2495 out_w_norm=304.2963 out_g_norm=0.0897 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.2420 loss_all=0.6660 init_gold_top10=0.7629 init_gold_top100=0.7641 +step=29400 micro_steps=117600 elapsed=125.3s lr=3.000000e-04 loss=2.2464 loss_recon=2.2464 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7883 corrupt_frac=0.5532 acc_corrupt=0.6249 loss_corrupt=2.2464 wrong_frac=0.5032 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.2290 corrupt_frac_t_0p0_0p2=0.2471 acc_corrupt_t_0p2_0p4=0.4570 corrupt_frac_t_0p2_0p4=0.2355 acc_corrupt_t_0p4_0p6=0.6749 corrupt_frac_t_0p4_0p6=0.2349 acc_corrupt_t_0p6_0p8=0.8292 corrupt_frac_t_0p6_0p8=0.2373 out_w_norm=304.8689 out_g_norm=0.0904 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.2367 loss_all=0.7297 init_gold_top10=0.5840 init_gold_top100=0.5847 +step=29500 micro_steps=118000 elapsed=125.1s lr=3.000000e-04 loss=2.1919 loss_recon=2.1919 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7933 corrupt_frac=0.5499 acc_corrupt=0.6310 loss_corrupt=2.1919 wrong_frac=0.5003 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.2301 corrupt_frac_t_0p0_0p2=0.2471 acc_corrupt_t_0p2_0p4=0.4623 corrupt_frac_t_0p2_0p4=0.2343 acc_corrupt_t_0p4_0p6=0.6669 corrupt_frac_t_0p4_0p6=0.2551 acc_corrupt_t_0p6_0p8=0.8346 corrupt_frac_t_0p6_0p8=0.2409 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.2282 out_w_norm=305.4379 out_g_norm=0.0913 loss_all=0.6481 init_gold_top10=0.5970 init_gold_top100=0.5981 +step=29600 micro_steps=118400 elapsed=124.8s lr=3.000000e-04 loss=2.2057 loss_recon=2.2057 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7918 corrupt_frac=0.5522 acc_corrupt=0.6304 loss_corrupt=2.2057 wrong_frac=0.5002 init_acc_corrupt=0.4643 acc_corrupt_t_0p2_0p4=0.4561 corrupt_frac_t_0p2_0p4=0.2503 acc_corrupt_t_0p4_0p6=0.6725 corrupt_frac_t_0p4_0p6=0.2391 acc_corrupt_t_0p6_0p8=0.8344 corrupt_frac_t_0p6_0p8=0.2295 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.2507 out_w_norm=306.0087 out_g_norm=0.0887 acc_corrupt_t_0p0_0p2=0.2390 corrupt_frac_t_0p0_0p2=0.2274 loss_all=0.2395 init_gold_top10=0.7790 init_gold_top100=0.7803 +step=29700 micro_steps=118800 elapsed=125.3s lr=3.000000e-04 loss=2.1995 loss_recon=2.1995 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7945 corrupt_frac=0.5466 acc_corrupt=0.6315 loss_corrupt=2.1995 wrong_frac=0.4972 init_acc_corrupt=0.4684 acc_corrupt_t_0p2_0p4=0.4619 corrupt_frac_t_0p2_0p4=0.2389 acc_corrupt_t_0p4_0p6=0.6723 corrupt_frac_t_0p4_0p6=0.2301 acc_corrupt_t_0p6_0p8=0.8330 corrupt_frac_t_0p6_0p8=0.2349 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.2409 out_w_norm=306.5822 out_g_norm=0.0884 acc_corrupt_t_0p0_0p2=0.2296 corrupt_frac_t_0p0_0p2=0.2464 loss_all=1.7645 init_gold_top10=0.4411 init_gold_top100=0.4530 +step=29800 micro_steps=119200 elapsed=125.6s lr=3.000000e-04 loss=2.1462 loss_recon=2.1462 loss_meanflow=0.0000 mean_model_t=0.5076 mean_corrupt_t=0.5076 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7960 corrupt_frac=0.5538 acc_corrupt=0.6388 loss_corrupt=2.1462 wrong_frac=0.4898 init_acc_corrupt=0.4760 acc_corrupt_t_0p0_0p2=0.2322 corrupt_frac_t_0p0_0p2=0.2200 acc_corrupt_t_0p2_0p4=0.4576 corrupt_frac_t_0p2_0p4=0.2476 acc_corrupt_t_0p4_0p6=0.6741 corrupt_frac_t_0p4_0p6=0.2378 acc_corrupt_t_0p6_0p8=0.8297 corrupt_frac_t_0p6_0p8=0.2418 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.2485 out_w_norm=307.1583 out_g_norm=0.0873 loss_all=1.3068 init_gold_top10=0.5733 init_gold_top100=0.5805 +step=29900 micro_steps=119600 elapsed=125.4s lr=3.000000e-04 loss=2.1481 loss_recon=2.1481 loss_meanflow=0.0000 mean_model_t=0.5086 mean_corrupt_t=0.5086 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7991 corrupt_frac=0.5435 acc_corrupt=0.6375 loss_corrupt=2.1481 wrong_frac=0.4931 init_acc_corrupt=0.4727 acc_corrupt_t_0p0_0p2=0.2391 corrupt_frac_t_0p0_0p2=0.2362 acc_corrupt_t_0p2_0p4=0.4572 corrupt_frac_t_0p2_0p4=0.2495 acc_corrupt_t_0p4_0p6=0.6768 corrupt_frac_t_0p4_0p6=0.2359 acc_corrupt_t_0p6_0p8=0.8334 corrupt_frac_t_0p6_0p8=0.2456 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2447 out_w_norm=307.7210 out_g_norm=0.0880 loss_all=1.4920 init_gold_top10=0.4357 init_gold_top100=0.4433 +step=30000 micro_steps=120000 elapsed=124.6s lr=3.000000e-04 loss=2.1840 loss_recon=2.1840 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7929 corrupt_frac=0.5517 acc_corrupt=0.6314 loss_corrupt=2.1840 wrong_frac=0.5013 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.2318 corrupt_frac_t_0p0_0p2=0.2334 acc_corrupt_t_0p2_0p4=0.4663 corrupt_frac_t_0p2_0p4=0.2397 acc_corrupt_t_0p4_0p6=0.6754 corrupt_frac_t_0p4_0p6=0.2559 acc_corrupt_t_0p6_0p8=0.8291 corrupt_frac_t_0p6_0p8=0.2481 out_w_norm=308.2917 out_g_norm=0.0884 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.2302 loss_all=1.0270 init_gold_top10=0.5847 init_gold_top100=0.5894 +step=30100 micro_steps=120400 elapsed=138.0s lr=3.000000e-04 loss=2.1135 loss_recon=2.1135 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7974 corrupt_frac=0.5536 acc_corrupt=0.6414 loss_corrupt=2.1135 wrong_frac=0.4940 init_acc_corrupt=0.4719 acc_corrupt_t_0p0_0p2=0.2472 corrupt_frac_t_0p0_0p2=0.2392 acc_corrupt_t_0p4_0p6=0.6791 corrupt_frac_t_0p4_0p6=0.2461 acc_corrupt_t_0p6_0p8=0.8334 corrupt_frac_t_0p6_0p8=0.2405 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.2399 out_w_norm=308.8678 out_g_norm=0.0973 acc_corrupt_t_0p2_0p4=0.4602 corrupt_frac_t_0p2_0p4=0.2341 loss_all=2.7806 init_gold_top10=0.2273 init_gold_top100=0.2399 +step=30200 micro_steps=120800 elapsed=124.7s lr=3.000000e-04 loss=2.1956 loss_recon=2.1956 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7910 corrupt_frac=0.5543 acc_corrupt=0.6303 loss_corrupt=2.1956 wrong_frac=0.5001 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.2325 corrupt_frac_t_0p0_0p2=0.2407 acc_corrupt_t_0p2_0p4=0.4607 corrupt_frac_t_0p2_0p4=0.2481 acc_corrupt_t_0p4_0p6=0.6744 corrupt_frac_t_0p4_0p6=0.2325 acc_corrupt_t_0p6_0p8=0.8363 corrupt_frac_t_0p6_0p8=0.2405 out_w_norm=309.4424 out_g_norm=0.0881 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2414 loss_all=0.8110 init_gold_top10=0.5817 init_gold_top100=0.5892 +step=30300 micro_steps=121200 elapsed=125.2s lr=3.000000e-04 loss=2.2473 loss_recon=2.2473 loss_meanflow=0.0000 mean_model_t=0.4897 mean_corrupt_t=0.4897 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7867 corrupt_frac=0.5528 acc_corrupt=0.6223 loss_corrupt=2.2473 wrong_frac=0.5083 init_acc_corrupt=0.4561 acc_corrupt_t_0p0_0p2=0.2349 corrupt_frac_t_0p0_0p2=0.2504 acc_corrupt_t_0p4_0p6=0.6774 corrupt_frac_t_0p4_0p6=0.2239 acc_corrupt_t_0p6_0p8=0.8307 corrupt_frac_t_0p6_0p8=0.2452 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2308 out_w_norm=310.0041 out_g_norm=0.0886 acc_corrupt_t_0p2_0p4=0.4566 corrupt_frac_t_0p2_0p4=0.2305 loss_all=0.5780 init_gold_top10=0.6356 init_gold_top100=0.6383 +step=30400 micro_steps=121600 elapsed=125.1s lr=3.000000e-04 loss=2.1415 loss_recon=2.1415 loss_meanflow=0.0000 mean_model_t=0.5053 mean_corrupt_t=0.5053 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7956 corrupt_frac=0.5500 acc_corrupt=0.6357 loss_corrupt=2.1415 wrong_frac=0.4944 init_acc_corrupt=0.4714 acc_corrupt_t_0p0_0p2=0.2400 corrupt_frac_t_0p0_0p2=0.2281 acc_corrupt_t_0p4_0p6=0.6756 corrupt_frac_t_0p4_0p6=0.2430 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2480 out_w_norm=310.5726 out_g_norm=0.0922 acc_corrupt_t_0p2_0p4=0.4571 corrupt_frac_t_0p2_0p4=0.2403 acc_corrupt_t_0p6_0p8=0.8332 corrupt_frac_t_0p6_0p8=0.2342 loss_all=1.7923 init_gold_top10=0.4992 init_gold_top100=0.5048 +step=30500 micro_steps=122000 elapsed=125.0s lr=3.000000e-04 loss=2.1505 loss_recon=2.1505 loss_meanflow=0.0000 mean_model_t=0.5047 mean_corrupt_t=0.5047 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7957 corrupt_frac=0.5495 acc_corrupt=0.6353 loss_corrupt=2.1505 wrong_frac=0.4963 init_acc_corrupt=0.4693 acc_corrupt_t_0p0_0p2=0.2463 corrupt_frac_t_0p0_0p2=0.2368 acc_corrupt_t_0p4_0p6=0.6754 corrupt_frac_t_0p4_0p6=0.2374 acc_corrupt_t_0p6_0p8=0.8299 corrupt_frac_t_0p6_0p8=0.2366 acc_corrupt_t_0p8_1p0=0.9521 corrupt_frac_t_0p8_1p0=0.2525 out_w_norm=311.1371 out_g_norm=0.0877 acc_corrupt_t_0p2_0p4=0.4483 corrupt_frac_t_0p2_0p4=0.2390 loss_all=1.1107 init_gold_top10=0.5110 init_gold_top100=0.5140 +step=30600 micro_steps=122400 elapsed=125.8s lr=3.000000e-04 loss=2.1538 loss_recon=2.1538 loss_meanflow=0.0000 mean_model_t=0.5082 mean_corrupt_t=0.5082 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7928 corrupt_frac=0.5598 acc_corrupt=0.6370 loss_corrupt=2.1538 wrong_frac=0.4922 init_acc_corrupt=0.4738 acc_corrupt_t_0p0_0p2=0.2322 corrupt_frac_t_0p0_0p2=0.2308 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.2326 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.2568 out_w_norm=311.6994 out_g_norm=0.0855 acc_corrupt_t_0p2_0p4=0.4555 corrupt_frac_t_0p2_0p4=0.2391 acc_corrupt_t_0p6_0p8=0.8346 corrupt_frac_t_0p6_0p8=0.2384 loss_all=1.4003 init_gold_top10=0.2674 init_gold_top100=0.2709 +step=30700 micro_steps=122800 elapsed=125.4s lr=3.000000e-04 loss=2.2180 loss_recon=2.2180 loss_meanflow=0.0000 mean_model_t=0.4951 mean_corrupt_t=0.4951 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7899 corrupt_frac=0.5491 acc_corrupt=0.6253 loss_corrupt=2.2180 wrong_frac=0.5066 init_acc_corrupt=0.4587 acc_corrupt_t_0p2_0p4=0.4582 corrupt_frac_t_0p2_0p4=0.2396 acc_corrupt_t_0p4_0p6=0.6759 corrupt_frac_t_0p4_0p6=0.2241 acc_corrupt_t_0p6_0p8=0.8310 corrupt_frac_t_0p6_0p8=0.2466 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2356 out_w_norm=312.2639 out_g_norm=0.0894 acc_corrupt_t_0p0_0p2=0.2339 corrupt_frac_t_0p0_0p2=0.2470 loss_all=0.9448 init_gold_top10=0.4431 init_gold_top100=0.4487 +step=30800 micro_steps=123200 elapsed=125.9s lr=3.000000e-04 loss=2.2113 loss_recon=2.2113 loss_meanflow=0.0000 mean_model_t=0.4941 mean_corrupt_t=0.4941 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7895 corrupt_frac=0.5527 acc_corrupt=0.6269 loss_corrupt=2.2113 wrong_frac=0.5065 init_acc_corrupt=0.4588 acc_corrupt_t_0p0_0p2=0.2380 corrupt_frac_t_0p0_0p2=0.2385 acc_corrupt_t_0p2_0p4=0.4590 corrupt_frac_t_0p2_0p4=0.2391 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.2316 out_w_norm=312.8225 out_g_norm=0.0882 acc_corrupt_t_0p4_0p6=0.6734 corrupt_frac_t_0p4_0p6=0.2426 acc_corrupt_t_0p6_0p8=0.8350 corrupt_frac_t_0p6_0p8=0.2380 loss_all=0.6636 init_gold_top10=0.4725 init_gold_top100=0.4780 +step=30900 micro_steps=123600 elapsed=125.6s lr=3.000000e-04 loss=2.1630 loss_recon=2.1630 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7932 corrupt_frac=0.5543 acc_corrupt=0.6343 loss_corrupt=2.1630 wrong_frac=0.4987 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.2463 corrupt_frac_t_0p0_0p2=0.2384 acc_corrupt_t_0p2_0p4=0.4627 corrupt_frac_t_0p2_0p4=0.2434 acc_corrupt_t_0p4_0p6=0.6729 corrupt_frac_t_0p4_0p6=0.2275 acc_corrupt_t_0p6_0p8=0.8309 corrupt_frac_t_0p6_0p8=0.2487 acc_corrupt_t_0p8_1p0=0.9529 corrupt_frac_t_0p8_1p0=0.2334 out_w_norm=313.3781 out_g_norm=0.0875 loss_all=1.6239 init_gold_top10=0.4947 init_gold_top100=0.5024 +step=31000 micro_steps=124000 elapsed=124.8s lr=3.000000e-04 loss=2.2549 loss_recon=2.2549 loss_meanflow=0.0000 mean_model_t=0.4929 mean_corrupt_t=0.4929 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7861 corrupt_frac=0.5556 acc_corrupt=0.6228 loss_corrupt=2.2549 wrong_frac=0.5068 init_acc_corrupt=0.4579 acc_corrupt_t_0p0_0p2=0.2305 corrupt_frac_t_0p0_0p2=0.2449 acc_corrupt_t_0p2_0p4=0.4656 corrupt_frac_t_0p2_0p4=0.2564 acc_corrupt_t_0p4_0p6=0.6700 corrupt_frac_t_0p4_0p6=0.2308 acc_corrupt_t_0p6_0p8=0.8345 corrupt_frac_t_0p6_0p8=0.2310 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2377 out_w_norm=313.9379 out_g_norm=0.0882 loss_all=1.1929 init_gold_top10=0.4371 init_gold_top100=0.4485 +step=31100 micro_steps=124400 elapsed=130.9s lr=3.000000e-04 loss=2.1376 loss_recon=2.1376 loss_meanflow=0.0000 mean_model_t=0.5085 mean_corrupt_t=0.5085 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7989 corrupt_frac=0.5469 acc_corrupt=0.6393 loss_corrupt=2.1376 wrong_frac=0.4912 init_acc_corrupt=0.4752 acc_corrupt_t_0p2_0p4=0.4581 corrupt_frac_t_0p2_0p4=0.2256 acc_corrupt_t_0p4_0p6=0.6742 corrupt_frac_t_0p4_0p6=0.2510 acc_corrupt_t_0p6_0p8=0.8352 corrupt_frac_t_0p6_0p8=0.2287 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.2470 out_w_norm=314.4924 out_g_norm=0.0861 acc_corrupt_t_0p0_0p2=0.2398 corrupt_frac_t_0p0_0p2=0.2323 loss_all=0.5689 init_gold_top10=0.6140 init_gold_top100=0.6161 +step=31200 micro_steps=124800 elapsed=124.0s lr=3.000000e-04 loss=2.1130 loss_recon=2.1130 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7979 corrupt_frac=0.5538 acc_corrupt=0.6422 loss_corrupt=2.1130 wrong_frac=0.4906 init_acc_corrupt=0.4764 acc_corrupt_t_0p0_0p2=0.2458 corrupt_frac_t_0p0_0p2=0.2287 acc_corrupt_t_0p2_0p4=0.4634 corrupt_frac_t_0p2_0p4=0.2437 acc_corrupt_t_0p4_0p6=0.6694 corrupt_frac_t_0p4_0p6=0.2505 acc_corrupt_t_0p6_0p8=0.8344 corrupt_frac_t_0p6_0p8=0.2352 out_w_norm=315.0474 out_g_norm=0.0860 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2513 loss_all=1.6399 init_gold_top10=0.5016 init_gold_top100=0.5070 +step=31300 micro_steps=125200 elapsed=124.0s lr=3.000000e-04 loss=2.1985 loss_recon=2.1985 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7911 corrupt_frac=0.5547 acc_corrupt=0.6305 loss_corrupt=2.1985 wrong_frac=0.4993 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.2437 corrupt_frac_t_0p0_0p2=0.2309 acc_corrupt_t_0p2_0p4=0.4501 corrupt_frac_t_0p2_0p4=0.2467 acc_corrupt_t_0p4_0p6=0.6677 corrupt_frac_t_0p4_0p6=0.2409 acc_corrupt_t_0p6_0p8=0.8321 corrupt_frac_t_0p6_0p8=0.2567 acc_corrupt_t_0p8_1p0=0.9530 corrupt_frac_t_0p8_1p0=0.2416 out_w_norm=315.6066 out_g_norm=0.0875 loss_all=0.7356 init_gold_top10=0.5113 init_gold_top100=0.5204 +step=31400 micro_steps=125600 elapsed=123.9s lr=3.000000e-04 loss=2.2040 loss_recon=2.2040 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7919 corrupt_frac=0.5513 acc_corrupt=0.6299 loss_corrupt=2.2040 wrong_frac=0.5012 init_acc_corrupt=0.4636 acc_corrupt_t_0p2_0p4=0.4637 corrupt_frac_t_0p2_0p4=0.2454 acc_corrupt_t_0p4_0p6=0.6729 corrupt_frac_t_0p4_0p6=0.2341 acc_corrupt_t_0p6_0p8=0.8317 corrupt_frac_t_0p6_0p8=0.2290 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.2451 out_w_norm=316.1655 out_g_norm=0.0879 acc_corrupt_t_0p0_0p2=0.2358 corrupt_frac_t_0p0_0p2=0.2505 loss_all=1.0526 init_gold_top10=0.5996 init_gold_top100=0.6041 +step=31500 micro_steps=126000 elapsed=124.2s lr=3.000000e-04 loss=2.1510 loss_recon=2.1510 loss_meanflow=0.0000 mean_model_t=0.5105 mean_corrupt_t=0.5105 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7973 corrupt_frac=0.5496 acc_corrupt=0.6381 loss_corrupt=2.1510 wrong_frac=0.4910 init_acc_corrupt=0.4749 acc_corrupt_t_0p0_0p2=0.2326 corrupt_frac_t_0p0_0p2=0.2313 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.2259 acc_corrupt_t_0p6_0p8=0.8320 corrupt_frac_t_0p6_0p8=0.2535 out_w_norm=316.7242 out_g_norm=0.0900 acc_corrupt_t_0p2_0p4=0.4583 corrupt_frac_t_0p2_0p4=0.2437 acc_corrupt_t_0p8_1p0=0.9530 corrupt_frac_t_0p8_1p0=0.2453 loss_all=1.1567 init_gold_top10=0.3815 init_gold_top100=0.3864 +step=31600 micro_steps=126400 elapsed=124.4s lr=3.000000e-04 loss=2.1823 loss_recon=2.1823 loss_meanflow=0.0000 mean_model_t=0.5062 mean_corrupt_t=0.5062 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7935 corrupt_frac=0.5521 acc_corrupt=0.6336 loss_corrupt=2.1823 wrong_frac=0.4966 init_acc_corrupt=0.4702 acc_corrupt_t_0p0_0p2=0.2341 corrupt_frac_t_0p0_0p2=0.2434 acc_corrupt_t_0p2_0p4=0.4629 corrupt_frac_t_0p2_0p4=0.2396 acc_corrupt_t_0p4_0p6=0.6704 corrupt_frac_t_0p4_0p6=0.2410 acc_corrupt_t_0p6_0p8=0.8318 corrupt_frac_t_0p6_0p8=0.2396 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2422 out_w_norm=317.2754 out_g_norm=0.0860 loss_all=0.6456 init_gold_top10=0.4944 init_gold_top100=0.4947 +step=31700 micro_steps=126800 elapsed=124.2s lr=3.000000e-04 loss=2.1782 loss_recon=2.1782 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7968 corrupt_frac=0.5418 acc_corrupt=0.6325 loss_corrupt=2.1782 wrong_frac=0.5008 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.2414 corrupt_frac_t_0p0_0p2=0.2457 acc_corrupt_t_0p2_0p4=0.4558 corrupt_frac_t_0p2_0p4=0.2339 acc_corrupt_t_0p4_0p6=0.6747 corrupt_frac_t_0p4_0p6=0.2292 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.2556 out_w_norm=317.8288 out_g_norm=0.0875 acc_corrupt_t_0p6_0p8=0.8346 corrupt_frac_t_0p6_0p8=0.2303 loss_all=0.3949 init_gold_top10=0.5713 init_gold_top100=0.5758 +step=31800 micro_steps=127200 elapsed=124.0s lr=3.000000e-04 loss=2.1889 loss_recon=2.1889 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7928 corrupt_frac=0.5532 acc_corrupt=0.6329 loss_corrupt=2.1889 wrong_frac=0.4979 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.2268 corrupt_frac_t_0p0_0p2=0.2383 acc_corrupt_t_0p4_0p6=0.6761 corrupt_frac_t_0p4_0p6=0.2326 acc_corrupt_t_0p6_0p8=0.8322 corrupt_frac_t_0p6_0p8=0.2538 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.2293 out_w_norm=318.3719 out_g_norm=0.0857 acc_corrupt_t_0p2_0p4=0.4611 corrupt_frac_t_0p2_0p4=0.2377 loss_all=1.1134 init_gold_top10=0.4820 init_gold_top100=0.4903 +step=31900 micro_steps=127600 elapsed=124.0s lr=3.000000e-04 loss=2.1514 loss_recon=2.1514 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7974 corrupt_frac=0.5461 acc_corrupt=0.6358 loss_corrupt=2.1514 wrong_frac=0.4997 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.2452 corrupt_frac_t_0p0_0p2=0.2372 acc_corrupt_t_0p2_0p4=0.4590 corrupt_frac_t_0p2_0p4=0.2458 acc_corrupt_t_0p4_0p6=0.6765 corrupt_frac_t_0p4_0p6=0.2429 acc_corrupt_t_0p6_0p8=0.8340 corrupt_frac_t_0p6_0p8=0.2487 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2337 out_w_norm=318.9279 out_g_norm=0.0877 loss_all=1.1555 init_gold_top10=0.4687 init_gold_top100=0.4795 +step=32000 micro_steps=128000 elapsed=124.1s lr=3.000000e-04 loss=2.2286 loss_recon=2.2286 loss_meanflow=0.0000 mean_model_t=0.4930 mean_corrupt_t=0.4930 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7872 corrupt_frac=0.5569 acc_corrupt=0.6252 loss_corrupt=2.2286 wrong_frac=0.5061 init_acc_corrupt=0.4590 acc_corrupt_t_0p0_0p2=0.2309 corrupt_frac_t_0p0_0p2=0.2515 acc_corrupt_t_0p2_0p4=0.4593 corrupt_frac_t_0p2_0p4=0.2271 acc_corrupt_t_0p4_0p6=0.6683 corrupt_frac_t_0p4_0p6=0.2479 acc_corrupt_t_0p6_0p8=0.8323 corrupt_frac_t_0p6_0p8=0.2414 acc_corrupt_t_0p8_1p0=0.9518 corrupt_frac_t_0p8_1p0=0.2317 out_w_norm=319.4811 out_g_norm=0.0871 loss_all=0.5362 init_gold_top10=0.4813 init_gold_top100=0.4942 +step=32100 micro_steps=128400 elapsed=130.2s lr=3.000000e-04 loss=2.2116 loss_recon=2.2116 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7881 corrupt_frac=0.5586 acc_corrupt=0.6279 loss_corrupt=2.2116 wrong_frac=0.5034 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.2346 corrupt_frac_t_0p0_0p2=0.2251 acc_corrupt_t_0p2_0p4=0.4606 corrupt_frac_t_0p2_0p4=0.2408 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.2391 acc_corrupt_t_0p6_0p8=0.8326 corrupt_frac_t_0p6_0p8=0.2509 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.2331 out_w_norm=320.0236 out_g_norm=0.0856 loss_all=1.0628 init_gold_top10=0.4657 init_gold_top100=0.4727 +step=32200 micro_steps=128800 elapsed=124.7s lr=3.000000e-04 loss=2.1659 loss_recon=2.1659 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7947 corrupt_frac=0.5490 acc_corrupt=0.6332 loss_corrupt=2.1659 wrong_frac=0.5011 init_acc_corrupt=0.4644 acc_corrupt_t_0p2_0p4=0.4584 corrupt_frac_t_0p2_0p4=0.2437 acc_corrupt_t_0p4_0p6=0.6742 corrupt_frac_t_0p4_0p6=0.2535 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2304 out_w_norm=320.5695 out_g_norm=0.0857 acc_corrupt_t_0p0_0p2=0.2493 corrupt_frac_t_0p0_0p2=0.2363 acc_corrupt_t_0p6_0p8=0.8333 corrupt_frac_t_0p6_0p8=0.2457 loss_all=1.4825 init_gold_top10=0.3679 init_gold_top100=0.3703 +step=32300 micro_steps=129200 elapsed=124.4s lr=3.000000e-04 loss=2.0981 loss_recon=2.0981 loss_meanflow=0.0000 mean_model_t=0.5094 mean_corrupt_t=0.5094 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7987 corrupt_frac=0.5545 acc_corrupt=0.6436 loss_corrupt=2.0981 wrong_frac=0.4895 init_acc_corrupt=0.4767 acc_corrupt_t_0p0_0p2=0.2452 corrupt_frac_t_0p0_0p2=0.2387 acc_corrupt_t_0p2_0p4=0.4576 corrupt_frac_t_0p2_0p4=0.2395 acc_corrupt_t_0p4_0p6=0.6774 corrupt_frac_t_0p4_0p6=0.2438 acc_corrupt_t_0p6_0p8=0.8352 corrupt_frac_t_0p6_0p8=0.2470 acc_corrupt_t_0p8_1p0=0.9530 corrupt_frac_t_0p8_1p0=0.2416 out_w_norm=321.1211 out_g_norm=0.0872 loss_all=0.4837 init_gold_top10=0.7044 init_gold_top100=0.7056 +step=32400 micro_steps=129600 elapsed=124.6s lr=3.000000e-04 loss=2.1675 loss_recon=2.1675 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7960 corrupt_frac=0.5435 acc_corrupt=0.6323 loss_corrupt=2.1675 wrong_frac=0.5021 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.2375 corrupt_frac_t_0p0_0p2=0.2407 acc_corrupt_t_0p4_0p6=0.6718 corrupt_frac_t_0p4_0p6=0.2515 acc_corrupt_t_0p6_0p8=0.8366 corrupt_frac_t_0p6_0p8=0.2206 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.2381 out_w_norm=321.6774 out_g_norm=0.0877 acc_corrupt_t_0p2_0p4=0.4687 corrupt_frac_t_0p2_0p4=0.2362 loss_all=1.6054 init_gold_top10=0.4248 init_gold_top100=0.4293 +step=32500 micro_steps=130000 elapsed=124.4s lr=3.000000e-04 loss=2.1369 loss_recon=2.1369 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7988 corrupt_frac=0.5450 acc_corrupt=0.6383 loss_corrupt=2.1369 wrong_frac=0.4963 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.2523 corrupt_frac_t_0p0_0p2=0.2457 acc_corrupt_t_0p4_0p6=0.6765 corrupt_frac_t_0p4_0p6=0.2386 acc_corrupt_t_0p6_0p8=0.8340 corrupt_frac_t_0p6_0p8=0.2391 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.2453 out_w_norm=322.2313 out_g_norm=0.0862 acc_corrupt_t_0p2_0p4=0.4708 corrupt_frac_t_0p2_0p4=0.2329 loss_all=1.7826 init_gold_top10=0.3669 init_gold_top100=0.3818 +step=32600 micro_steps=130400 elapsed=124.5s lr=3.000000e-04 loss=2.2395 loss_recon=2.2395 loss_meanflow=0.0000 mean_model_t=0.4939 mean_corrupt_t=0.4939 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7865 corrupt_frac=0.5573 acc_corrupt=0.6246 loss_corrupt=2.2395 wrong_frac=0.5057 init_acc_corrupt=0.4595 acc_corrupt_t_0p0_0p2=0.2336 corrupt_frac_t_0p0_0p2=0.2476 acc_corrupt_t_0p2_0p4=0.4570 corrupt_frac_t_0p2_0p4=0.2460 acc_corrupt_t_0p4_0p6=0.6751 corrupt_frac_t_0p4_0p6=0.2312 acc_corrupt_t_0p6_0p8=0.8318 corrupt_frac_t_0p6_0p8=0.2234 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.2424 out_w_norm=322.7887 out_g_norm=0.0864 loss_all=1.7742 init_gold_top10=0.3979 init_gold_top100=0.4023 +step=32700 micro_steps=130800 elapsed=125.0s lr=3.000000e-04 loss=2.1967 loss_recon=2.1967 loss_meanflow=0.0000 mean_model_t=0.4954 mean_corrupt_t=0.4954 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7919 corrupt_frac=0.5503 acc_corrupt=0.6293 loss_corrupt=2.1967 wrong_frac=0.5048 init_acc_corrupt=0.4598 acc_corrupt_t_0p0_0p2=0.2495 corrupt_frac_t_0p0_0p2=0.2295 acc_corrupt_t_0p2_0p4=0.4510 corrupt_frac_t_0p2_0p4=0.2572 acc_corrupt_t_0p6_0p8=0.8383 corrupt_frac_t_0p6_0p8=0.2322 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2346 out_w_norm=323.3544 out_g_norm=0.0867 acc_corrupt_t_0p4_0p6=0.6702 corrupt_frac_t_0p4_0p6=0.2407 loss_all=0.8232 init_gold_top10=0.5436 init_gold_top100=0.5501 +step=32800 micro_steps=131200 elapsed=125.3s lr=3.000000e-04 loss=2.1493 loss_recon=2.1493 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7943 corrupt_frac=0.5558 acc_corrupt=0.6374 loss_corrupt=2.1493 wrong_frac=0.4945 init_acc_corrupt=0.4737 acc_corrupt_t_0p0_0p2=0.2356 corrupt_frac_t_0p0_0p2=0.2410 acc_corrupt_t_0p2_0p4=0.4606 corrupt_frac_t_0p2_0p4=0.2265 acc_corrupt_t_0p4_0p6=0.6702 corrupt_frac_t_0p4_0p6=0.2416 acc_corrupt_t_0p6_0p8=0.8329 corrupt_frac_t_0p6_0p8=0.2674 out_w_norm=323.9085 out_g_norm=0.0835 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2317 loss_all=2.2524 init_gold_top10=0.3437 init_gold_top100=0.3487 +step=32900 micro_steps=131600 elapsed=128.6s lr=3.000000e-04 loss=2.1887 loss_recon=2.1887 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7925 corrupt_frac=0.5531 acc_corrupt=0.6323 loss_corrupt=2.1887 wrong_frac=0.4987 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.2344 corrupt_frac_t_0p0_0p2=0.2404 acc_corrupt_t_0p2_0p4=0.4569 corrupt_frac_t_0p2_0p4=0.2452 acc_corrupt_t_0p4_0p6=0.6745 corrupt_frac_t_0p4_0p6=0.2377 acc_corrupt_t_0p6_0p8=0.8336 corrupt_frac_t_0p6_0p8=0.2325 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.2492 out_w_norm=324.4587 out_g_norm=0.0851 loss_all=1.0733 init_gold_top10=0.5576 init_gold_top100=0.5611 +step=33000 micro_steps=132000 elapsed=127.1s lr=3.000000e-04 loss=2.1760 loss_recon=2.1760 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7945 corrupt_frac=0.5489 acc_corrupt=0.6332 loss_corrupt=2.1760 wrong_frac=0.4989 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.2419 corrupt_frac_t_0p0_0p2=0.2373 acc_corrupt_t_0p2_0p4=0.4591 corrupt_frac_t_0p2_0p4=0.2383 acc_corrupt_t_0p4_0p6=0.6761 corrupt_frac_t_0p4_0p6=0.2345 acc_corrupt_t_0p6_0p8=0.8335 corrupt_frac_t_0p6_0p8=0.2430 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.2339 out_w_norm=324.9983 out_g_norm=0.0852 loss_all=1.2942 init_gold_top10=0.4782 init_gold_top100=0.4826 +step=33100 micro_steps=132400 elapsed=131.9s lr=3.000000e-04 loss=2.2033 loss_recon=2.2033 loss_meanflow=0.0000 mean_model_t=0.4954 mean_corrupt_t=0.4954 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7909 corrupt_frac=0.5511 acc_corrupt=0.6285 loss_corrupt=2.2033 wrong_frac=0.5049 init_acc_corrupt=0.4601 acc_corrupt_t_0p0_0p2=0.2352 corrupt_frac_t_0p0_0p2=0.2457 acc_corrupt_t_0p2_0p4=0.4629 corrupt_frac_t_0p2_0p4=0.2401 acc_corrupt_t_0p6_0p8=0.8333 corrupt_frac_t_0p6_0p8=0.2364 out_w_norm=325.5375 out_g_norm=0.0854 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.2416 acc_corrupt_t_0p4_0p6=0.6772 corrupt_frac_t_0p4_0p6=0.2412 loss_all=1.6030 init_gold_top10=0.3285 init_gold_top100=0.3390 +step=33200 micro_steps=132800 elapsed=124.6s lr=3.000000e-04 loss=2.2027 loss_recon=2.2027 loss_meanflow=0.0000 mean_model_t=0.4924 mean_corrupt_t=0.4924 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7916 corrupt_frac=0.5490 acc_corrupt=0.6275 loss_corrupt=2.2027 wrong_frac=0.5061 init_acc_corrupt=0.4575 acc_corrupt_t_0p2_0p4=0.4612 corrupt_frac_t_0p2_0p4=0.2510 acc_corrupt_t_0p4_0p6=0.6779 corrupt_frac_t_0p4_0p6=0.2393 acc_corrupt_t_0p6_0p8=0.8337 corrupt_frac_t_0p6_0p8=0.2411 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.2297 out_w_norm=326.0786 out_g_norm=0.0848 acc_corrupt_t_0p0_0p2=0.2448 corrupt_frac_t_0p0_0p2=0.2409 loss_all=2.0116 init_gold_top10=0.2556 init_gold_top100=0.2670 +step=33300 micro_steps=133200 elapsed=124.2s lr=3.000000e-04 loss=2.1579 loss_recon=2.1579 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7959 corrupt_frac=0.5461 acc_corrupt=0.6336 loss_corrupt=2.1579 wrong_frac=0.5015 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.2508 corrupt_frac_t_0p0_0p2=0.2453 acc_corrupt_t_0p2_0p4=0.4594 corrupt_frac_t_0p2_0p4=0.2380 acc_corrupt_t_0p4_0p6=0.6743 corrupt_frac_t_0p4_0p6=0.2488 acc_corrupt_t_0p6_0p8=0.8365 corrupt_frac_t_0p6_0p8=0.2321 acc_corrupt_t_0p8_1p0=0.9527 corrupt_frac_t_0p8_1p0=0.2467 out_w_norm=326.6158 out_g_norm=0.0839 loss_all=0.5821 init_gold_top10=0.7002 init_gold_top100=0.7014 +step=33400 micro_steps=133600 elapsed=124.1s lr=3.000000e-04 loss=2.1162 loss_recon=2.1162 loss_meanflow=0.0000 mean_model_t=0.5111 mean_corrupt_t=0.5111 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7992 corrupt_frac=0.5518 acc_corrupt=0.6429 loss_corrupt=2.1162 wrong_frac=0.4884 init_acc_corrupt=0.4780 acc_corrupt_t_0p2_0p4=0.4657 corrupt_frac_t_0p2_0p4=0.2417 acc_corrupt_t_0p4_0p6=0.6789 corrupt_frac_t_0p4_0p6=0.2313 acc_corrupt_t_0p6_0p8=0.8302 corrupt_frac_t_0p6_0p8=0.2553 out_w_norm=327.1573 out_g_norm=0.0847 acc_corrupt_t_0p0_0p2=0.2388 corrupt_frac_t_0p0_0p2=0.2372 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2413 loss_all=1.2527 init_gold_top10=0.6126 init_gold_top100=0.6160 +step=33500 micro_steps=134000 elapsed=124.2s lr=3.000000e-04 loss=2.2096 loss_recon=2.2096 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7890 corrupt_frac=0.5592 acc_corrupt=0.6300 loss_corrupt=2.2096 wrong_frac=0.4985 init_acc_corrupt=0.4676 acc_corrupt_t_0p2_0p4=0.4562 corrupt_frac_t_0p2_0p4=0.2383 acc_corrupt_t_0p4_0p6=0.6748 corrupt_frac_t_0p4_0p6=0.2527 acc_corrupt_t_0p6_0p8=0.8296 corrupt_frac_t_0p6_0p8=0.2425 acc_corrupt_t_0p8_1p0=0.9527 corrupt_frac_t_0p8_1p0=0.2385 out_w_norm=327.6907 out_g_norm=0.0832 acc_corrupt_t_0p0_0p2=0.2273 corrupt_frac_t_0p0_0p2=0.2339 loss_all=1.5551 init_gold_top10=0.5351 init_gold_top100=0.5414 +step=33600 micro_steps=134400 elapsed=124.6s lr=3.000000e-04 loss=2.3069 loss_recon=2.3069 loss_meanflow=0.0000 mean_model_t=0.4875 mean_corrupt_t=0.4875 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7831 corrupt_frac=0.5496 acc_corrupt=0.6134 loss_corrupt=2.3069 wrong_frac=0.5181 init_acc_corrupt=0.4452 acc_corrupt_t_0p4_0p6=0.6738 corrupt_frac_t_0p4_0p6=0.2420 acc_corrupt_t_0p6_0p8=0.8319 corrupt_frac_t_0p6_0p8=0.2288 acc_corrupt_t_0p8_1p0=0.9515 corrupt_frac_t_0p8_1p0=0.2377 out_w_norm=328.2316 out_g_norm=0.0854 acc_corrupt_t_0p0_0p2=0.2269 corrupt_frac_t_0p0_0p2=0.2642 acc_corrupt_t_0p2_0p4=0.4598 corrupt_frac_t_0p2_0p4=0.2504 loss_all=0.7356 init_gold_top10=0.5224 init_gold_top100=0.5234 +step=33700 micro_steps=134800 elapsed=124.2s lr=3.000000e-04 loss=2.1688 loss_recon=2.1688 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7937 corrupt_frac=0.5524 acc_corrupt=0.6335 loss_corrupt=2.1688 wrong_frac=0.4985 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.2352 corrupt_frac_t_0p0_0p2=0.2322 acc_corrupt_t_0p4_0p6=0.6793 corrupt_frac_t_0p4_0p6=0.2410 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.2335 out_w_norm=328.7638 out_g_norm=0.0838 acc_corrupt_t_0p2_0p4=0.4587 corrupt_frac_t_0p2_0p4=0.2471 acc_corrupt_t_0p6_0p8=0.8357 corrupt_frac_t_0p6_0p8=0.2488 loss_all=1.2195 init_gold_top10=0.5318 init_gold_top100=0.5362 +step=33800 micro_steps=135200 elapsed=124.7s lr=3.000000e-04 loss=2.0966 loss_recon=2.0966 loss_meanflow=0.0000 mean_model_t=0.5061 mean_corrupt_t=0.5061 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7998 corrupt_frac=0.5519 acc_corrupt=0.6443 loss_corrupt=2.0966 wrong_frac=0.4884 init_acc_corrupt=0.4781 acc_corrupt_t_0p0_0p2=0.2491 corrupt_frac_t_0p0_0p2=0.2314 acc_corrupt_t_0p2_0p4=0.4658 corrupt_frac_t_0p2_0p4=0.2334 acc_corrupt_t_0p4_0p6=0.6699 corrupt_frac_t_0p4_0p6=0.2459 acc_corrupt_t_0p8_1p0=0.9533 corrupt_frac_t_0p8_1p0=0.2535 out_w_norm=329.3013 out_g_norm=0.0821 acc_corrupt_t_0p6_0p8=0.8348 corrupt_frac_t_0p6_0p8=0.2372 loss_all=1.0425 init_gold_top10=0.5149 init_gold_top100=0.5191 +step=33900 micro_steps=135600 elapsed=124.2s lr=3.000000e-04 loss=2.1932 loss_recon=2.1932 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7952 corrupt_frac=0.5440 acc_corrupt=0.6308 loss_corrupt=2.1932 wrong_frac=0.5015 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.2376 corrupt_frac_t_0p0_0p2=0.2420 acc_corrupt_t_0p2_0p4=0.4574 corrupt_frac_t_0p2_0p4=0.2568 acc_corrupt_t_0p6_0p8=0.8330 corrupt_frac_t_0p6_0p8=0.2399 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.2408 out_w_norm=329.8285 out_g_norm=0.0841 acc_corrupt_t_0p4_0p6=0.6815 corrupt_frac_t_0p4_0p6=0.2282 loss_all=1.9456 init_gold_top10=0.5318 init_gold_top100=0.5432 +step=34000 micro_steps=136000 elapsed=125.1s lr=3.000000e-04 loss=2.1493 loss_recon=2.1493 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7959 corrupt_frac=0.5518 acc_corrupt=0.6368 loss_corrupt=2.1493 wrong_frac=0.4966 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.2390 corrupt_frac_t_0p0_0p2=0.2389 acc_corrupt_t_0p4_0p6=0.6803 corrupt_frac_t_0p4_0p6=0.2306 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2350 out_w_norm=330.3577 out_g_norm=0.0824 acc_corrupt_t_0p2_0p4=0.4661 corrupt_frac_t_0p2_0p4=0.2485 acc_corrupt_t_0p6_0p8=0.8298 corrupt_frac_t_0p6_0p8=0.2541 loss_all=0.9972 init_gold_top10=0.4303 init_gold_top100=0.4408 +step=34100 micro_steps=136400 elapsed=130.3s lr=3.000000e-04 loss=2.1332 loss_recon=2.1332 loss_meanflow=0.0000 mean_model_t=0.5080 mean_corrupt_t=0.5080 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7976 corrupt_frac=0.5504 acc_corrupt=0.6393 loss_corrupt=2.1332 wrong_frac=0.4914 init_acc_corrupt=0.4745 acc_corrupt_t_0p0_0p2=0.2375 corrupt_frac_t_0p0_0p2=0.2378 acc_corrupt_t_0p2_0p4=0.4610 corrupt_frac_t_0p2_0p4=0.2310 acc_corrupt_t_0p6_0p8=0.8371 corrupt_frac_t_0p6_0p8=0.2388 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2519 out_w_norm=330.8960 out_g_norm=0.0832 acc_corrupt_t_0p4_0p6=0.6750 corrupt_frac_t_0p4_0p6=0.2443 loss_all=1.8450 init_gold_top10=0.4017 init_gold_top100=0.4160 +step=34200 micro_steps=136800 elapsed=124.5s lr=3.000000e-04 loss=2.1784 loss_recon=2.1784 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7956 corrupt_frac=0.5448 acc_corrupt=0.6325 loss_corrupt=2.1784 wrong_frac=0.5003 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.2373 corrupt_frac_t_0p0_0p2=0.2448 acc_corrupt_t_0p2_0p4=0.4670 corrupt_frac_t_0p2_0p4=0.2417 acc_corrupt_t_0p6_0p8=0.8369 corrupt_frac_t_0p6_0p8=0.2376 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2494 out_w_norm=331.4293 out_g_norm=0.0830 acc_corrupt_t_0p4_0p6=0.6774 corrupt_frac_t_0p4_0p6=0.2191 loss_all=0.5684 init_gold_top10=0.7232 init_gold_top100=0.7243 +step=34300 micro_steps=137200 elapsed=124.7s lr=3.000000e-04 loss=2.1472 loss_recon=2.1472 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7951 corrupt_frac=0.5531 acc_corrupt=0.6370 loss_corrupt=2.1472 wrong_frac=0.4972 init_acc_corrupt=0.4693 acc_corrupt_t_0p0_0p2=0.2414 corrupt_frac_t_0p0_0p2=0.2434 acc_corrupt_t_0p2_0p4=0.4691 corrupt_frac_t_0p2_0p4=0.2211 acc_corrupt_t_0p4_0p6=0.6776 corrupt_frac_t_0p4_0p6=0.2417 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2478 out_w_norm=331.9583 out_g_norm=0.0830 acc_corrupt_t_0p6_0p8=0.8326 corrupt_frac_t_0p6_0p8=0.2408 loss_all=1.3124 init_gold_top10=0.5161 init_gold_top100=0.5195 +step=34400 micro_steps=137600 elapsed=124.2s lr=3.000000e-04 loss=2.1947 loss_recon=2.1947 loss_meanflow=0.0000 mean_model_t=0.4935 mean_corrupt_t=0.4935 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7908 corrupt_frac=0.5542 acc_corrupt=0.6304 loss_corrupt=2.1947 wrong_frac=0.5042 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.2466 corrupt_frac_t_0p0_0p2=0.2407 acc_corrupt_t_0p2_0p4=0.4637 corrupt_frac_t_0p2_0p4=0.2480 acc_corrupt_t_0p4_0p6=0.6763 corrupt_frac_t_0p4_0p6=0.2366 acc_corrupt_t_0p6_0p8=0.8338 corrupt_frac_t_0p6_0p8=0.2433 acc_corrupt_t_0p8_1p0=0.9531 corrupt_frac_t_0p8_1p0=0.2313 out_w_norm=332.4881 out_g_norm=0.0834 loss_all=0.7358 init_gold_top10=0.6095 init_gold_top100=0.6124 +step=34500 micro_steps=138000 elapsed=124.3s lr=3.000000e-04 loss=2.2006 loss_recon=2.2006 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7914 corrupt_frac=0.5527 acc_corrupt=0.6297 loss_corrupt=2.2006 wrong_frac=0.5018 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.2376 corrupt_frac_t_0p0_0p2=0.2489 acc_corrupt_t_0p2_0p4=0.4551 corrupt_frac_t_0p2_0p4=0.2385 acc_corrupt_t_0p4_0p6=0.6784 corrupt_frac_t_0p4_0p6=0.2341 acc_corrupt_t_0p6_0p8=0.8348 corrupt_frac_t_0p6_0p8=0.2346 out_w_norm=333.0103 out_g_norm=0.0845 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.2407 loss_all=0.5944 init_gold_top10=0.6201 init_gold_top100=0.6209 +step=34600 micro_steps=138400 elapsed=124.2s lr=3.000000e-04 loss=2.2054 loss_recon=2.2054 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7903 corrupt_frac=0.5543 acc_corrupt=0.6294 loss_corrupt=2.2054 wrong_frac=0.5020 init_acc_corrupt=0.4631 acc_corrupt_t_0p2_0p4=0.4560 corrupt_frac_t_0p2_0p4=0.2558 acc_corrupt_t_0p4_0p6=0.6806 corrupt_frac_t_0p4_0p6=0.2227 acc_corrupt_t_0p6_0p8=0.8377 corrupt_frac_t_0p6_0p8=0.2272 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2488 out_w_norm=333.5362 out_g_norm=0.0841 acc_corrupt_t_0p0_0p2=0.2314 corrupt_frac_t_0p0_0p2=0.2425 loss_all=1.2854 init_gold_top10=0.4205 init_gold_top100=0.4342 +step=34700 micro_steps=138800 elapsed=125.9s lr=3.000000e-04 loss=2.1509 loss_recon=2.1509 loss_meanflow=0.0000 mean_model_t=0.5084 mean_corrupt_t=0.5084 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7959 corrupt_frac=0.5522 acc_corrupt=0.6377 loss_corrupt=2.1509 wrong_frac=0.4932 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.2375 corrupt_frac_t_0p0_0p2=0.2393 acc_corrupt_t_0p2_0p4=0.4552 corrupt_frac_t_0p2_0p4=0.2424 acc_corrupt_t_0p4_0p6=0.6707 corrupt_frac_t_0p4_0p6=0.2284 acc_corrupt_t_0p6_0p8=0.8336 corrupt_frac_t_0p6_0p8=0.2355 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2483 out_w_norm=334.0635 out_g_norm=0.0836 loss_all=0.9870 init_gold_top10=0.5476 init_gold_top100=0.5522 +step=34800 micro_steps=139200 elapsed=124.6s lr=3.000000e-04 loss=2.1720 loss_recon=2.1720 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7960 corrupt_frac=0.5464 acc_corrupt=0.6343 loss_corrupt=2.1720 wrong_frac=0.4973 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.2404 corrupt_frac_t_0p0_0p2=0.2368 acc_corrupt_t_0p2_0p4=0.4571 corrupt_frac_t_0p2_0p4=0.2457 acc_corrupt_t_0p4_0p6=0.6726 corrupt_frac_t_0p4_0p6=0.2399 acc_corrupt_t_0p6_0p8=0.8337 corrupt_frac_t_0p6_0p8=0.2297 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2470 out_w_norm=334.5926 out_g_norm=0.0828 loss_all=1.5819 init_gold_top10=0.5176 init_gold_top100=0.5272 +step=34900 micro_steps=139600 elapsed=124.9s lr=3.000000e-04 loss=2.1884 loss_recon=2.1884 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7919 corrupt_frac=0.5541 acc_corrupt=0.6318 loss_corrupt=2.1884 wrong_frac=0.4987 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.2307 corrupt_frac_t_0p0_0p2=0.2336 acc_corrupt_t_0p2_0p4=0.4559 corrupt_frac_t_0p2_0p4=0.2500 acc_corrupt_t_0p6_0p8=0.8314 corrupt_frac_t_0p6_0p8=0.2396 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2337 out_w_norm=335.1388 out_g_norm=0.0814 acc_corrupt_t_0p4_0p6=0.6737 corrupt_frac_t_0p4_0p6=0.2383 loss_all=1.7719 init_gold_top10=0.4813 init_gold_top100=0.4912 +step=35000 micro_steps=140000 elapsed=124.8s lr=3.000000e-04 loss=2.1902 loss_recon=2.1902 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7899 corrupt_frac=0.5568 acc_corrupt=0.6298 loss_corrupt=2.1902 wrong_frac=0.5043 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.2408 corrupt_frac_t_0p0_0p2=0.2431 acc_corrupt_t_0p2_0p4=0.4577 corrupt_frac_t_0p2_0p4=0.2472 acc_corrupt_t_0p4_0p6=0.6701 corrupt_frac_t_0p4_0p6=0.2543 acc_corrupt_t_0p6_0p8=0.8349 corrupt_frac_t_0p6_0p8=0.2362 acc_corrupt_t_0p8_1p0=0.9530 corrupt_frac_t_0p8_1p0=0.2299 out_w_norm=335.6733 out_g_norm=0.0813 loss_all=2.0239 init_gold_top10=0.3742 init_gold_top100=0.3833 +step=35100 micro_steps=140400 elapsed=130.6s lr=3.000000e-04 loss=2.2049 loss_recon=2.2049 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7920 corrupt_frac=0.5487 acc_corrupt=0.6288 loss_corrupt=2.2049 wrong_frac=0.5041 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.2383 corrupt_frac_t_0p0_0p2=0.2365 acc_corrupt_t_0p2_0p4=0.4589 corrupt_frac_t_0p2_0p4=0.2392 acc_corrupt_t_0p4_0p6=0.6756 corrupt_frac_t_0p4_0p6=0.2397 acc_corrupt_t_0p6_0p8=0.8376 corrupt_frac_t_0p6_0p8=0.2353 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2296 out_w_norm=336.2013 out_g_norm=0.0827 loss_all=1.3278 init_gold_top10=0.2867 init_gold_top100=0.3031 +step=35200 micro_steps=140800 elapsed=124.6s lr=3.000000e-04 loss=2.2030 loss_recon=2.2030 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7909 corrupt_frac=0.5512 acc_corrupt=0.6283 loss_corrupt=2.2030 wrong_frac=0.5056 init_acc_corrupt=0.4595 acc_corrupt_t_0p0_0p2=0.2349 corrupt_frac_t_0p0_0p2=0.2516 acc_corrupt_t_0p2_0p4=0.4623 corrupt_frac_t_0p2_0p4=0.2369 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.2421 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2373 out_w_norm=336.7194 out_g_norm=0.0821 acc_corrupt_t_0p4_0p6=0.6740 corrupt_frac_t_0p4_0p6=0.2457 loss_all=1.4257 init_gold_top10=0.4479 init_gold_top100=0.4518 +step=35300 micro_steps=141200 elapsed=124.4s lr=3.000000e-04 loss=2.1887 loss_recon=2.1887 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7943 corrupt_frac=0.5453 acc_corrupt=0.6302 loss_corrupt=2.1887 wrong_frac=0.5036 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.2341 corrupt_frac_t_0p0_0p2=0.2380 acc_corrupt_t_0p4_0p6=0.6766 corrupt_frac_t_0p4_0p6=0.2431 acc_corrupt_t_0p6_0p8=0.8313 corrupt_frac_t_0p6_0p8=0.2410 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.2411 out_w_norm=337.2486 out_g_norm=0.0827 acc_corrupt_t_0p2_0p4=0.4618 corrupt_frac_t_0p2_0p4=0.2291 loss_all=0.9968 init_gold_top10=0.5529 init_gold_top100=0.5576 +step=35400 micro_steps=141600 elapsed=124.8s lr=3.000000e-04 loss=2.1542 loss_recon=2.1542 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7956 corrupt_frac=0.5515 acc_corrupt=0.6361 loss_corrupt=2.1542 wrong_frac=0.4965 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.2382 corrupt_frac_t_0p0_0p2=0.2317 acc_corrupt_t_0p2_0p4=0.4628 corrupt_frac_t_0p2_0p4=0.2319 acc_corrupt_t_0p4_0p6=0.6710 corrupt_frac_t_0p4_0p6=0.2508 acc_corrupt_t_0p6_0p8=0.8333 corrupt_frac_t_0p6_0p8=0.2319 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.2374 out_w_norm=337.7673 out_g_norm=0.0806 loss_all=1.6785 init_gold_top10=0.4736 init_gold_top100=0.4828 +step=35500 micro_steps=142000 elapsed=124.1s lr=3.000000e-04 loss=2.1479 loss_recon=2.1479 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7963 corrupt_frac=0.5496 acc_corrupt=0.6367 loss_corrupt=2.1479 wrong_frac=0.4952 init_acc_corrupt=0.4697 acc_corrupt_t_0p2_0p4=0.4544 corrupt_frac_t_0p2_0p4=0.2521 acc_corrupt_t_0p4_0p6=0.6788 corrupt_frac_t_0p4_0p6=0.2309 acc_corrupt_t_0p6_0p8=0.8341 corrupt_frac_t_0p6_0p8=0.2392 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2462 out_w_norm=338.2956 out_g_norm=0.0821 acc_corrupt_t_0p0_0p2=0.2431 corrupt_frac_t_0p0_0p2=0.2296 loss_all=1.7352 init_gold_top10=0.3020 init_gold_top100=0.3048 +step=35600 micro_steps=142400 elapsed=123.9s lr=3.000000e-04 loss=2.0776 loss_recon=2.0776 loss_meanflow=0.0000 mean_model_t=0.5116 mean_corrupt_t=0.5116 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8027 corrupt_frac=0.5499 acc_corrupt=0.6482 loss_corrupt=2.0776 wrong_frac=0.4837 init_acc_corrupt=0.4829 acc_corrupt_t_0p0_0p2=0.2469 corrupt_frac_t_0p0_0p2=0.2249 acc_corrupt_t_0p2_0p4=0.4620 corrupt_frac_t_0p2_0p4=0.2379 acc_corrupt_t_0p4_0p6=0.6781 corrupt_frac_t_0p4_0p6=0.2346 acc_corrupt_t_0p6_0p8=0.8336 corrupt_frac_t_0p6_0p8=0.2392 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2593 out_w_norm=338.8141 out_g_norm=0.0810 loss_all=1.0262 init_gold_top10=0.3509 init_gold_top100=0.3579 +step=35700 micro_steps=142800 elapsed=124.1s lr=3.000000e-04 loss=2.1267 loss_recon=2.1267 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7977 corrupt_frac=0.5486 acc_corrupt=0.6387 loss_corrupt=2.1267 wrong_frac=0.4978 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.2523 corrupt_frac_t_0p0_0p2=0.2316 acc_corrupt_t_0p6_0p8=0.8373 corrupt_frac_t_0p6_0p8=0.2339 out_w_norm=339.3343 out_g_norm=0.0818 acc_corrupt_t_0p2_0p4=0.4583 corrupt_frac_t_0p2_0p4=0.2472 acc_corrupt_t_0p4_0p6=0.6771 corrupt_frac_t_0p4_0p6=0.2317 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2447 loss_all=2.0149 init_gold_top10=0.3023 init_gold_top100=0.3056 +step=35800 micro_steps=143200 elapsed=123.9s lr=3.000000e-04 loss=2.1373 loss_recon=2.1373 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7960 corrupt_frac=0.5524 acc_corrupt=0.6380 loss_corrupt=2.1373 wrong_frac=0.4975 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.2433 corrupt_frac_t_0p0_0p2=0.2360 acc_corrupt_t_0p2_0p4=0.4620 corrupt_frac_t_0p2_0p4=0.2479 acc_corrupt_t_0p6_0p8=0.8349 corrupt_frac_t_0p6_0p8=0.2380 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2506 out_w_norm=339.8406 out_g_norm=0.0818 acc_corrupt_t_0p4_0p6=0.6787 corrupt_frac_t_0p4_0p6=0.2438 loss_all=1.4163 init_gold_top10=0.5150 init_gold_top100=0.5164 +step=35900 micro_steps=143600 elapsed=123.8s lr=3.000000e-04 loss=2.1723 loss_recon=2.1723 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7961 corrupt_frac=0.5449 acc_corrupt=0.6329 loss_corrupt=2.1723 wrong_frac=0.5019 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.2419 corrupt_frac_t_0p0_0p2=0.2346 acc_corrupt_t_0p2_0p4=0.4595 corrupt_frac_t_0p2_0p4=0.2458 acc_corrupt_t_0p4_0p6=0.6810 corrupt_frac_t_0p4_0p6=0.2349 acc_corrupt_t_0p6_0p8=0.8379 corrupt_frac_t_0p6_0p8=0.2351 out_w_norm=340.3662 out_g_norm=0.0826 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.2371 loss_all=0.9581 init_gold_top10=0.5333 init_gold_top100=0.5374 +step=36000 micro_steps=144000 elapsed=123.6s lr=3.000000e-04 loss=2.1420 loss_recon=2.1420 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7972 corrupt_frac=0.5475 acc_corrupt=0.6369 loss_corrupt=2.1420 wrong_frac=0.4969 init_acc_corrupt=0.4684 acc_corrupt_t_0p2_0p4=0.4591 corrupt_frac_t_0p2_0p4=0.2450 acc_corrupt_t_0p4_0p6=0.6790 corrupt_frac_t_0p4_0p6=0.2254 acc_corrupt_t_0p6_0p8=0.8364 corrupt_frac_t_0p6_0p8=0.2413 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2535 out_w_norm=340.8843 out_g_norm=0.0818 acc_corrupt_t_0p0_0p2=0.2412 corrupt_frac_t_0p0_0p2=0.2423 loss_all=1.5580 init_gold_top10=0.5555 init_gold_top100=0.5609 +step=36100 micro_steps=144400 elapsed=130.3s lr=3.000000e-04 loss=2.1672 loss_recon=2.1672 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7940 corrupt_frac=0.5518 acc_corrupt=0.6342 loss_corrupt=2.1672 wrong_frac=0.5000 init_acc_corrupt=0.4652 acc_corrupt_t_0p2_0p4=0.4542 corrupt_frac_t_0p2_0p4=0.2490 acc_corrupt_t_0p4_0p6=0.6755 corrupt_frac_t_0p4_0p6=0.2344 acc_corrupt_t_0p6_0p8=0.8340 corrupt_frac_t_0p6_0p8=0.2412 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2361 out_w_norm=341.3997 out_g_norm=0.0817 acc_corrupt_t_0p0_0p2=0.2413 corrupt_frac_t_0p0_0p2=0.2272 loss_all=1.2902 init_gold_top10=0.4024 init_gold_top100=0.4078 +step=36200 micro_steps=144800 elapsed=124.7s lr=3.000000e-04 loss=2.1255 loss_recon=2.1255 loss_meanflow=0.0000 mean_model_t=0.5078 mean_corrupt_t=0.5078 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7954 corrupt_frac=0.5582 acc_corrupt=0.6406 loss_corrupt=2.1255 wrong_frac=0.4916 init_acc_corrupt=0.4759 acc_corrupt_t_0p0_0p2=0.2301 corrupt_frac_t_0p0_0p2=0.2362 acc_corrupt_t_0p2_0p4=0.4699 corrupt_frac_t_0p2_0p4=0.2294 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.2316 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.2457 out_w_norm=341.9080 out_g_norm=0.0789 acc_corrupt_t_0p6_0p8=0.8345 corrupt_frac_t_0p6_0p8=0.2543 loss_all=0.3363 init_gold_top10=0.5742 init_gold_top100=0.5750 +step=36300 micro_steps=145200 elapsed=124.9s lr=3.000000e-04 loss=2.1907 loss_recon=2.1907 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7907 corrupt_frac=0.5586 acc_corrupt=0.6326 loss_corrupt=2.1907 wrong_frac=0.4979 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.2354 corrupt_frac_t_0p0_0p2=0.2418 acc_corrupt_t_0p4_0p6=0.6751 corrupt_frac_t_0p4_0p6=0.2387 acc_corrupt_t_0p6_0p8=0.8333 corrupt_frac_t_0p6_0p8=0.2405 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.2477 out_w_norm=342.4238 out_g_norm=0.0805 acc_corrupt_t_0p2_0p4=0.4621 corrupt_frac_t_0p2_0p4=0.2435 loss_all=2.1476 init_gold_top10=0.3319 init_gold_top100=0.3430 +step=36400 micro_steps=145600 elapsed=124.8s lr=3.000000e-04 loss=2.1195 loss_recon=2.1195 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7978 corrupt_frac=0.5522 acc_corrupt=0.6409 loss_corrupt=2.1195 wrong_frac=0.4929 init_acc_corrupt=0.4727 acc_corrupt_t_0p0_0p2=0.2484 corrupt_frac_t_0p0_0p2=0.2361 acc_corrupt_t_0p2_0p4=0.4617 corrupt_frac_t_0p2_0p4=0.2342 acc_corrupt_t_0p4_0p6=0.6720 corrupt_frac_t_0p4_0p6=0.2377 acc_corrupt_t_0p6_0p8=0.8331 corrupt_frac_t_0p6_0p8=0.2386 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2524 out_w_norm=342.9298 out_g_norm=0.0800 loss_all=0.8728 init_gold_top10=0.4232 init_gold_top100=0.4367 +step=36500 micro_steps=146000 elapsed=124.8s lr=3.000000e-04 loss=2.1851 loss_recon=2.1851 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7913 corrupt_frac=0.5532 acc_corrupt=0.6306 loss_corrupt=2.1851 wrong_frac=0.5021 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.2353 corrupt_frac_t_0p0_0p2=0.2548 acc_corrupt_t_0p2_0p4=0.4673 corrupt_frac_t_0p2_0p4=0.2175 acc_corrupt_t_0p4_0p6=0.6806 corrupt_frac_t_0p4_0p6=0.2372 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2421 out_w_norm=343.4342 out_g_norm=0.0803 acc_corrupt_t_0p6_0p8=0.8356 corrupt_frac_t_0p6_0p8=0.2356 loss_all=1.4809 init_gold_top10=0.5118 init_gold_top100=0.5255 +step=36600 micro_steps=146400 elapsed=124.7s lr=3.000000e-04 loss=2.1946 loss_recon=2.1946 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7929 corrupt_frac=0.5488 acc_corrupt=0.6298 loss_corrupt=2.1946 wrong_frac=0.5062 init_acc_corrupt=0.4596 acc_corrupt_t_0p0_0p2=0.2422 corrupt_frac_t_0p0_0p2=0.2236 acc_corrupt_t_0p2_0p4=0.4536 corrupt_frac_t_0p2_0p4=0.2470 acc_corrupt_t_0p4_0p6=0.6711 corrupt_frac_t_0p4_0p6=0.2764 acc_corrupt_t_0p6_0p8=0.8376 corrupt_frac_t_0p6_0p8=0.2276 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2227 out_w_norm=343.9400 out_g_norm=0.0800 loss_all=0.8047 init_gold_top10=0.5106 init_gold_top100=0.5118 +step=36700 micro_steps=146800 elapsed=125.0s lr=3.000000e-04 loss=2.1965 loss_recon=2.1965 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7916 corrupt_frac=0.5502 acc_corrupt=0.6294 loss_corrupt=2.1965 wrong_frac=0.5052 init_acc_corrupt=0.4607 acc_corrupt_t_0p0_0p2=0.2449 corrupt_frac_t_0p0_0p2=0.2532 acc_corrupt_t_0p4_0p6=0.6759 corrupt_frac_t_0p4_0p6=0.2465 acc_corrupt_t_0p6_0p8=0.8331 corrupt_frac_t_0p6_0p8=0.2338 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2425 out_w_norm=344.4451 out_g_norm=0.0813 acc_corrupt_t_0p2_0p4=0.4567 corrupt_frac_t_0p2_0p4=0.2324 loss_all=1.8796 init_gold_top10=0.3662 init_gold_top100=0.3766 +step=36800 micro_steps=147200 elapsed=124.8s lr=3.000000e-04 loss=2.2274 loss_recon=2.2274 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7893 corrupt_frac=0.5517 acc_corrupt=0.6257 loss_corrupt=2.2274 wrong_frac=0.5093 init_acc_corrupt=0.4554 acc_corrupt_t_0p0_0p2=0.2336 corrupt_frac_t_0p0_0p2=0.2467 acc_corrupt_t_0p2_0p4=0.4617 corrupt_frac_t_0p2_0p4=0.2446 acc_corrupt_t_0p4_0p6=0.6828 corrupt_frac_t_0p4_0p6=0.2425 acc_corrupt_t_0p6_0p8=0.8352 corrupt_frac_t_0p6_0p8=0.2379 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.2282 out_w_norm=344.9621 out_g_norm=0.0819 loss_all=1.2966 init_gold_top10=0.4309 init_gold_top100=0.4414 +step=36900 micro_steps=147600 elapsed=124.8s lr=3.000000e-04 loss=2.1729 loss_recon=2.1729 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7937 corrupt_frac=0.5517 acc_corrupt=0.6337 loss_corrupt=2.1729 wrong_frac=0.5007 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.2385 corrupt_frac_t_0p0_0p2=0.2396 acc_corrupt_t_0p2_0p4=0.4614 corrupt_frac_t_0p2_0p4=0.2422 acc_corrupt_t_0p6_0p8=0.8362 corrupt_frac_t_0p6_0p8=0.2316 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.2416 out_w_norm=345.4791 out_g_norm=0.0796 acc_corrupt_t_0p4_0p6=0.6749 corrupt_frac_t_0p4_0p6=0.2441 loss_all=1.3127 init_gold_top10=0.5579 init_gold_top100=0.5627 +step=37000 micro_steps=148000 elapsed=125.3s lr=3.000000e-04 loss=2.1041 loss_recon=2.1041 loss_meanflow=0.0000 mean_model_t=0.5068 mean_corrupt_t=0.5068 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8006 corrupt_frac=0.5462 acc_corrupt=0.6418 loss_corrupt=2.1041 wrong_frac=0.4941 init_acc_corrupt=0.4716 acc_corrupt_t_0p0_0p2=0.2497 corrupt_frac_t_0p0_0p2=0.2416 acc_corrupt_t_0p2_0p4=0.4674 corrupt_frac_t_0p2_0p4=0.2418 acc_corrupt_t_0p4_0p6=0.6778 corrupt_frac_t_0p4_0p6=0.2483 acc_corrupt_t_0p6_0p8=0.8359 corrupt_frac_t_0p6_0p8=0.2484 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2310 out_w_norm=346.0022 out_g_norm=0.0817 loss_all=0.4159 init_gold_top10=0.6788 init_gold_top100=0.6809 +step=37100 micro_steps=148400 elapsed=131.0s lr=3.000000e-04 loss=2.1877 loss_recon=2.1877 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7952 corrupt_frac=0.5454 acc_corrupt=0.6318 loss_corrupt=2.1877 wrong_frac=0.5006 init_acc_corrupt=0.4643 acc_corrupt_t_0p2_0p4=0.4572 corrupt_frac_t_0p2_0p4=0.2470 acc_corrupt_t_0p4_0p6=0.6751 corrupt_frac_t_0p4_0p6=0.2347 acc_corrupt_t_0p8_1p0=0.9527 corrupt_frac_t_0p8_1p0=0.2401 out_w_norm=346.5107 out_g_norm=0.0791 acc_corrupt_t_0p0_0p2=0.2383 corrupt_frac_t_0p0_0p2=0.2367 acc_corrupt_t_0p6_0p8=0.8380 corrupt_frac_t_0p6_0p8=0.2357 loss_all=1.2413 init_gold_top10=0.5672 init_gold_top100=0.5712 +step=37200 micro_steps=148800 elapsed=125.2s lr=3.000000e-04 loss=2.2031 loss_recon=2.2031 loss_meanflow=0.0000 mean_model_t=0.4938 mean_corrupt_t=0.4938 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7904 corrupt_frac=0.5536 acc_corrupt=0.6288 loss_corrupt=2.2031 wrong_frac=0.5064 init_acc_corrupt=0.4587 acc_corrupt_t_0p0_0p2=0.2394 corrupt_frac_t_0p0_0p2=0.2448 acc_corrupt_t_0p2_0p4=0.4624 corrupt_frac_t_0p2_0p4=0.2350 acc_corrupt_t_0p4_0p6=0.6746 corrupt_frac_t_0p4_0p6=0.2418 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.2435 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2373 out_w_norm=347.0197 out_g_norm=0.0808 loss_all=1.8759 init_gold_top10=0.2517 init_gold_top100=0.2705 +step=37300 micro_steps=149200 elapsed=125.4s lr=3.000000e-04 loss=2.1257 loss_recon=2.1257 loss_meanflow=0.0000 mean_model_t=0.5047 mean_corrupt_t=0.5047 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7965 corrupt_frac=0.5528 acc_corrupt=0.6396 loss_corrupt=2.1257 wrong_frac=0.4928 init_acc_corrupt=0.4731 acc_corrupt_t_0p0_0p2=0.2388 corrupt_frac_t_0p0_0p2=0.2370 acc_corrupt_t_0p4_0p6=0.6809 corrupt_frac_t_0p4_0p6=0.2249 acc_corrupt_t_0p6_0p8=0.8383 corrupt_frac_t_0p6_0p8=0.2344 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2498 out_w_norm=347.5273 out_g_norm=0.0780 acc_corrupt_t_0p2_0p4=0.4649 corrupt_frac_t_0p2_0p4=0.2407 loss_all=1.1803 init_gold_top10=0.3989 init_gold_top100=0.4065 +step=37400 micro_steps=149600 elapsed=124.2s lr=3.000000e-04 loss=2.1711 loss_recon=2.1711 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7938 corrupt_frac=0.5503 acc_corrupt=0.6328 loss_corrupt=2.1711 wrong_frac=0.5022 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.2375 corrupt_frac_t_0p0_0p2=0.2379 acc_corrupt_t_0p2_0p4=0.4677 corrupt_frac_t_0p2_0p4=0.2349 acc_corrupt_t_0p4_0p6=0.6714 corrupt_frac_t_0p4_0p6=0.2410 acc_corrupt_t_0p6_0p8=0.8389 corrupt_frac_t_0p6_0p8=0.2330 out_w_norm=348.0375 out_g_norm=0.0794 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.2486 loss_all=0.9672 init_gold_top10=0.5608 init_gold_top100=0.5619 +step=37500 micro_steps=150000 elapsed=124.7s lr=3.000000e-04 loss=2.1986 loss_recon=2.1986 loss_meanflow=0.0000 mean_model_t=0.4926 mean_corrupt_t=0.4926 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7925 corrupt_frac=0.5468 acc_corrupt=0.6280 loss_corrupt=2.1986 wrong_frac=0.5068 init_acc_corrupt=0.4575 acc_corrupt_t_0p0_0p2=0.2382 corrupt_frac_t_0p0_0p2=0.2417 acc_corrupt_t_0p2_0p4=0.4584 corrupt_frac_t_0p2_0p4=0.2484 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.2295 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2367 out_w_norm=348.5331 out_g_norm=0.0808 acc_corrupt_t_0p4_0p6=0.6780 corrupt_frac_t_0p4_0p6=0.2521 loss_all=1.2292 init_gold_top10=0.4279 init_gold_top100=0.4314 +step=37600 micro_steps=150400 elapsed=124.5s lr=3.000000e-04 loss=2.1078 loss_recon=2.1078 loss_meanflow=0.0000 mean_model_t=0.5053 mean_corrupt_t=0.5053 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8011 corrupt_frac=0.5431 acc_corrupt=0.6414 loss_corrupt=2.1078 wrong_frac=0.4959 init_acc_corrupt=0.4714 acc_corrupt_t_0p0_0p2=0.2395 corrupt_frac_t_0p0_0p2=0.2333 acc_corrupt_t_0p2_0p4=0.4724 corrupt_frac_t_0p2_0p4=0.2300 acc_corrupt_t_0p4_0p6=0.6807 corrupt_frac_t_0p4_0p6=0.2557 acc_corrupt_t_0p6_0p8=0.8362 corrupt_frac_t_0p6_0p8=0.2465 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.2253 out_w_norm=349.0344 out_g_norm=0.0786 loss_all=1.6039 init_gold_top10=0.4386 init_gold_top100=0.4460 +step=37700 micro_steps=150800 elapsed=124.6s lr=3.000000e-04 loss=2.1843 loss_recon=2.1843 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7946 corrupt_frac=0.5467 acc_corrupt=0.6315 loss_corrupt=2.1843 wrong_frac=0.4991 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.2420 corrupt_frac_t_0p0_0p2=0.2461 acc_corrupt_t_0p2_0p4=0.4597 corrupt_frac_t_0p2_0p4=0.2413 acc_corrupt_t_0p4_0p6=0.6741 corrupt_frac_t_0p4_0p6=0.2406 acc_corrupt_t_0p6_0p8=0.8384 corrupt_frac_t_0p6_0p8=0.2357 acc_corrupt_t_0p8_1p0=0.9533 corrupt_frac_t_0p8_1p0=0.2568 out_w_norm=349.5431 out_g_norm=0.0806 loss_all=1.3326 init_gold_top10=0.5007 init_gold_top100=0.5039 +step=37800 micro_steps=151200 elapsed=125.0s lr=3.000000e-04 loss=2.1310 loss_recon=2.1310 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8001 corrupt_frac=0.5444 acc_corrupt=0.6399 loss_corrupt=2.1310 wrong_frac=0.4964 init_acc_corrupt=0.4703 acc_corrupt_t_0p2_0p4=0.4573 corrupt_frac_t_0p2_0p4=0.2444 acc_corrupt_t_0p4_0p6=0.6812 corrupt_frac_t_0p4_0p6=0.2461 acc_corrupt_t_0p6_0p8=0.8384 corrupt_frac_t_0p6_0p8=0.2418 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.2468 out_w_norm=350.0518 out_g_norm=0.0798 acc_corrupt_t_0p0_0p2=0.2393 corrupt_frac_t_0p0_0p2=0.2304 loss_all=1.0549 init_gold_top10=0.5937 init_gold_top100=0.5976 +step=37900 micro_steps=151600 elapsed=124.7s lr=3.000000e-04 loss=2.1614 loss_recon=2.1614 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7942 corrupt_frac=0.5502 acc_corrupt=0.6335 loss_corrupt=2.1614 wrong_frac=0.5028 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.2413 corrupt_frac_t_0p0_0p2=0.2286 acc_corrupt_t_0p2_0p4=0.4533 corrupt_frac_t_0p2_0p4=0.2416 acc_corrupt_t_0p4_0p6=0.6772 corrupt_frac_t_0p4_0p6=0.2505 acc_corrupt_t_0p6_0p8=0.8372 corrupt_frac_t_0p6_0p8=0.2447 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2364 out_w_norm=350.5626 out_g_norm=0.0789 loss_all=0.5633 init_gold_top10=0.6860 init_gold_top100=0.6875 +step=38000 micro_steps=152000 elapsed=124.8s lr=3.000000e-04 loss=2.1100 loss_recon=2.1100 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8023 corrupt_frac=0.5406 acc_corrupt=0.6418 loss_corrupt=2.1100 wrong_frac=0.4965 init_acc_corrupt=0.4693 acc_corrupt_t_0p0_0p2=0.2515 corrupt_frac_t_0p0_0p2=0.2317 acc_corrupt_t_0p2_0p4=0.4657 corrupt_frac_t_0p2_0p4=0.2454 acc_corrupt_t_0p6_0p8=0.8385 corrupt_frac_t_0p6_0p8=0.2461 acc_corrupt_t_0p8_1p0=0.9526 corrupt_frac_t_0p8_1p0=0.2414 out_w_norm=351.0652 out_g_norm=0.0789 acc_corrupt_t_0p4_0p6=0.6833 corrupt_frac_t_0p4_0p6=0.2285 loss_all=2.0311 init_gold_top10=0.3771 init_gold_top100=0.3884 +step=38100 micro_steps=152400 elapsed=130.9s lr=3.000000e-04 loss=2.1597 loss_recon=2.1597 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7919 corrupt_frac=0.5586 acc_corrupt=0.6347 loss_corrupt=2.1597 wrong_frac=0.4974 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.2436 corrupt_frac_t_0p0_0p2=0.2415 acc_corrupt_t_0p4_0p6=0.6742 corrupt_frac_t_0p4_0p6=0.2456 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2448 out_w_norm=351.5652 out_g_norm=0.0764 acc_corrupt_t_0p2_0p4=0.4480 corrupt_frac_t_0p2_0p4=0.2383 acc_corrupt_t_0p6_0p8=0.8364 corrupt_frac_t_0p6_0p8=0.2486 loss_all=0.7335 init_gold_top10=0.5723 init_gold_top100=0.5787 +step=38200 micro_steps=152800 elapsed=124.1s lr=3.000000e-04 loss=2.1474 loss_recon=2.1474 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7958 corrupt_frac=0.5512 acc_corrupt=0.6366 loss_corrupt=2.1474 wrong_frac=0.4992 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.2395 corrupt_frac_t_0p0_0p2=0.2302 acc_corrupt_t_0p2_0p4=0.4666 corrupt_frac_t_0p2_0p4=0.2439 acc_corrupt_t_0p4_0p6=0.6746 corrupt_frac_t_0p4_0p6=0.2431 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2486 out_w_norm=352.0588 out_g_norm=0.0903 acc_corrupt_t_0p6_0p8=0.8363 corrupt_frac_t_0p6_0p8=0.2252 loss_all=0.9231 init_gold_top10=0.4721 init_gold_top100=0.4768 +step=38300 micro_steps=153200 elapsed=124.3s lr=3.000000e-04 loss=2.1067 loss_recon=2.1067 loss_meanflow=0.0000 mean_model_t=0.5132 mean_corrupt_t=0.5132 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7986 corrupt_frac=0.5530 acc_corrupt=0.6429 loss_corrupt=2.1067 wrong_frac=0.4885 init_acc_corrupt=0.4784 acc_corrupt_t_0p0_0p2=0.2383 corrupt_frac_t_0p0_0p2=0.2323 acc_corrupt_t_0p2_0p4=0.4661 corrupt_frac_t_0p2_0p4=0.2270 acc_corrupt_t_0p4_0p6=0.6766 corrupt_frac_t_0p4_0p6=0.2504 acc_corrupt_t_0p6_0p8=0.8376 corrupt_frac_t_0p6_0p8=0.2420 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.2477 out_w_norm=352.5535 out_g_norm=0.0776 loss_all=1.3731 init_gold_top10=0.5429 init_gold_top100=0.5462 +step=38400 micro_steps=153600 elapsed=124.0s lr=3.000000e-04 loss=2.1196 loss_recon=2.1196 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7992 corrupt_frac=0.5464 acc_corrupt=0.6398 loss_corrupt=2.1196 wrong_frac=0.4946 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.2487 corrupt_frac_t_0p0_0p2=0.2310 acc_corrupt_t_0p2_0p4=0.4560 corrupt_frac_t_0p2_0p4=0.2472 acc_corrupt_t_0p4_0p6=0.6791 corrupt_frac_t_0p4_0p6=0.2349 acc_corrupt_t_0p6_0p8=0.8355 corrupt_frac_t_0p6_0p8=0.2463 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2512 out_w_norm=353.0510 out_g_norm=0.0782 loss_all=0.8201 init_gold_top10=0.6158 init_gold_top100=0.6243 +step=38500 micro_steps=154000 elapsed=124.4s lr=3.000000e-04 loss=2.2683 loss_recon=2.2683 loss_meanflow=0.0000 mean_model_t=0.4889 mean_corrupt_t=0.4889 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7871 corrupt_frac=0.5472 acc_corrupt=0.6190 loss_corrupt=2.2683 wrong_frac=0.5149 init_acc_corrupt=0.4491 acc_corrupt_t_0p0_0p2=0.2361 corrupt_frac_t_0p0_0p2=0.2521 acc_corrupt_t_0p2_0p4=0.4591 corrupt_frac_t_0p2_0p4=0.2473 acc_corrupt_t_0p4_0p6=0.6736 corrupt_frac_t_0p4_0p6=0.2300 out_w_norm=353.5475 out_g_norm=0.0789 acc_corrupt_t_0p6_0p8=0.8350 corrupt_frac_t_0p6_0p8=0.2427 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2305 loss_all=1.3500 init_gold_top10=0.4784 init_gold_top100=0.4801 +step=38600 micro_steps=154400 elapsed=124.6s lr=3.000000e-04 loss=2.1149 loss_recon=2.1149 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7988 corrupt_frac=0.5504 acc_corrupt=0.6418 loss_corrupt=2.1149 wrong_frac=0.4932 init_acc_corrupt=0.4742 acc_corrupt_t_0p0_0p2=0.2405 corrupt_frac_t_0p0_0p2=0.2241 acc_corrupt_t_0p2_0p4=0.4634 corrupt_frac_t_0p2_0p4=0.2323 acc_corrupt_t_0p6_0p8=0.8368 corrupt_frac_t_0p6_0p8=0.2491 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.2473 out_w_norm=354.0568 out_g_norm=0.0783 acc_corrupt_t_0p4_0p6=0.6748 corrupt_frac_t_0p4_0p6=0.2446 loss_all=1.3635 init_gold_top10=0.3301 init_gold_top100=0.3383 +step=38700 micro_steps=154800 elapsed=124.0s lr=3.000000e-04 loss=2.1733 loss_recon=2.1733 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7944 corrupt_frac=0.5483 acc_corrupt=0.6326 loss_corrupt=2.1733 wrong_frac=0.5008 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.2415 corrupt_frac_t_0p0_0p2=0.2350 acc_corrupt_t_0p2_0p4=0.4546 corrupt_frac_t_0p2_0p4=0.2462 acc_corrupt_t_0p4_0p6=0.6756 corrupt_frac_t_0p4_0p6=0.2416 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2398 out_w_norm=354.5567 out_g_norm=0.0782 acc_corrupt_t_0p6_0p8=0.8400 corrupt_frac_t_0p6_0p8=0.2314 loss_all=1.1580 init_gold_top10=0.4844 init_gold_top100=0.4925 +step=38800 micro_steps=155200 elapsed=124.4s lr=3.000000e-04 loss=2.1529 loss_recon=2.1529 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7960 corrupt_frac=0.5496 acc_corrupt=0.6356 loss_corrupt=2.1529 wrong_frac=0.4998 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.2412 corrupt_frac_t_0p0_0p2=0.2399 acc_corrupt_t_0p2_0p4=0.4567 corrupt_frac_t_0p2_0p4=0.2577 acc_corrupt_t_0p4_0p6=0.6807 corrupt_frac_t_0p4_0p6=0.2419 out_w_norm=355.0666 out_g_norm=0.0779 acc_corrupt_t_0p6_0p8=0.8390 corrupt_frac_t_0p6_0p8=0.2293 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2548 loss_all=1.5638 init_gold_top10=0.4277 init_gold_top100=0.4341 +step=38900 micro_steps=155600 elapsed=124.1s lr=3.000000e-04 loss=2.2150 loss_recon=2.2150 loss_meanflow=0.0000 mean_model_t=0.4963 mean_corrupt_t=0.4963 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7903 corrupt_frac=0.5511 acc_corrupt=0.6266 loss_corrupt=2.2150 wrong_frac=0.5077 init_acc_corrupt=0.4567 acc_corrupt_t_0p0_0p2=0.2406 corrupt_frac_t_0p0_0p2=0.2406 acc_corrupt_t_0p2_0p4=0.4584 corrupt_frac_t_0p2_0p4=0.2497 acc_corrupt_t_0p4_0p6=0.6737 corrupt_frac_t_0p4_0p6=0.2387 acc_corrupt_t_0p6_0p8=0.8346 corrupt_frac_t_0p6_0p8=0.2384 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.2405 out_w_norm=355.5597 out_g_norm=0.0783 loss_all=1.4308 init_gold_top10=0.4175 init_gold_top100=0.4247 +step=39000 micro_steps=156000 elapsed=124.0s lr=3.000000e-04 loss=2.1337 loss_recon=2.1337 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7960 corrupt_frac=0.5525 acc_corrupt=0.6380 loss_corrupt=2.1337 wrong_frac=0.4968 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.2437 corrupt_frac_t_0p0_0p2=0.2431 acc_corrupt_t_0p2_0p4=0.4690 corrupt_frac_t_0p2_0p4=0.2316 acc_corrupt_t_0p4_0p6=0.6735 corrupt_frac_t_0p4_0p6=0.2489 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2415 out_w_norm=356.0636 out_g_norm=0.0770 acc_corrupt_t_0p6_0p8=0.8378 corrupt_frac_t_0p6_0p8=0.2366 loss_all=1.1955 init_gold_top10=0.5226 init_gold_top100=0.5253 +step=39100 micro_steps=156400 elapsed=130.9s lr=3.000000e-04 loss=2.1685 loss_recon=2.1685 loss_meanflow=0.0000 mean_model_t=0.4938 mean_corrupt_t=0.4938 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7938 corrupt_frac=0.5502 acc_corrupt=0.6330 loss_corrupt=2.1685 wrong_frac=0.5027 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.2454 corrupt_frac_t_0p0_0p2=0.2425 acc_corrupt_t_0p2_0p4=0.4616 corrupt_frac_t_0p2_0p4=0.2329 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.2331 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.2472 out_w_norm=356.5626 out_g_norm=0.0801 acc_corrupt_t_0p4_0p6=0.6810 corrupt_frac_t_0p4_0p6=0.2404 loss_all=1.1639 init_gold_top10=0.4858 init_gold_top100=0.4913 +step=39200 micro_steps=156800 elapsed=126.1s lr=3.000000e-04 loss=2.2313 loss_recon=2.2313 loss_meanflow=0.0000 mean_model_t=0.4897 mean_corrupt_t=0.4897 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7913 corrupt_frac=0.5447 acc_corrupt=0.6246 loss_corrupt=2.2313 wrong_frac=0.5108 init_acc_corrupt=0.4522 acc_corrupt_t_0p0_0p2=0.2422 corrupt_frac_t_0p0_0p2=0.2397 acc_corrupt_t_0p2_0p4=0.4571 corrupt_frac_t_0p2_0p4=0.2588 acc_corrupt_t_0p4_0p6=0.6794 corrupt_frac_t_0p4_0p6=0.2369 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.2337 out_w_norm=357.0669 out_g_norm=0.0781 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2366 loss_all=1.4147 init_gold_top10=0.4212 init_gold_top100=0.4291 +step=39300 micro_steps=157200 elapsed=126.2s lr=3.000000e-04 loss=2.1428 loss_recon=2.1428 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7995 corrupt_frac=0.5423 acc_corrupt=0.6377 loss_corrupt=2.1428 wrong_frac=0.4983 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.2448 corrupt_frac_t_0p0_0p2=0.2332 acc_corrupt_t_0p2_0p4=0.4561 corrupt_frac_t_0p2_0p4=0.2515 acc_corrupt_t_0p6_0p8=0.8397 corrupt_frac_t_0p6_0p8=0.2448 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2431 out_w_norm=357.5595 out_g_norm=0.0782 acc_corrupt_t_0p4_0p6=0.6784 corrupt_frac_t_0p4_0p6=0.2463 loss_all=1.5295 init_gold_top10=0.4627 init_gold_top100=0.4647 +step=39400 micro_steps=157600 elapsed=125.4s lr=3.000000e-04 loss=2.0840 loss_recon=2.0840 loss_meanflow=0.0000 mean_model_t=0.5053 mean_corrupt_t=0.5053 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8029 corrupt_frac=0.5450 acc_corrupt=0.6458 loss_corrupt=2.0840 wrong_frac=0.4906 init_acc_corrupt=0.4758 acc_corrupt_t_0p2_0p4=0.4614 corrupt_frac_t_0p2_0p4=0.2247 acc_corrupt_t_0p4_0p6=0.6800 corrupt_frac_t_0p4_0p6=0.2528 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.2386 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2467 out_w_norm=358.0443 out_g_norm=0.0793 acc_corrupt_t_0p0_0p2=0.2495 corrupt_frac_t_0p0_0p2=0.2359 loss_all=1.3754 init_gold_top10=0.5199 init_gold_top100=0.5251 +step=39500 micro_steps=158000 elapsed=125.8s lr=3.000000e-04 loss=2.1606 loss_recon=2.1606 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7950 corrupt_frac=0.5493 acc_corrupt=0.6343 loss_corrupt=2.1606 wrong_frac=0.4999 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.2438 corrupt_frac_t_0p0_0p2=0.2379 acc_corrupt_t_0p2_0p4=0.4602 corrupt_frac_t_0p2_0p4=0.2414 acc_corrupt_t_0p4_0p6=0.6717 corrupt_frac_t_0p4_0p6=0.2453 acc_corrupt_t_0p6_0p8=0.8378 corrupt_frac_t_0p6_0p8=0.2409 out_w_norm=358.5341 out_g_norm=0.0782 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.2413 loss_all=1.2416 init_gold_top10=0.4565 init_gold_top100=0.4645 +step=39600 micro_steps=158400 elapsed=125.8s lr=3.000000e-04 loss=2.1845 loss_recon=2.1845 loss_meanflow=0.0000 mean_model_t=0.4928 mean_corrupt_t=0.4928 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7927 corrupt_frac=0.5485 acc_corrupt=0.6294 loss_corrupt=2.1845 wrong_frac=0.5074 init_acc_corrupt=0.4563 acc_corrupt_t_0p0_0p2=0.2438 corrupt_frac_t_0p0_0p2=0.2458 acc_corrupt_t_0p2_0p4=0.4646 corrupt_frac_t_0p2_0p4=0.2456 acc_corrupt_t_0p4_0p6=0.6754 corrupt_frac_t_0p4_0p6=0.2310 acc_corrupt_t_0p8_1p0=0.9510 corrupt_frac_t_0p8_1p0=0.2374 out_w_norm=359.0314 out_g_norm=0.0793 acc_corrupt_t_0p6_0p8=0.8389 corrupt_frac_t_0p6_0p8=0.2454 loss_all=2.3145 init_gold_top10=0.3031 init_gold_top100=0.3136 +step=39700 micro_steps=158800 elapsed=125.8s lr=3.000000e-04 loss=2.2094 loss_recon=2.2094 loss_meanflow=0.0000 mean_model_t=0.4944 mean_corrupt_t=0.4944 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7899 corrupt_frac=0.5522 acc_corrupt=0.6269 loss_corrupt=2.2094 wrong_frac=0.5076 init_acc_corrupt=0.4570 acc_corrupt_t_0p0_0p2=0.2355 corrupt_frac_t_0p0_0p2=0.2506 acc_corrupt_t_0p2_0p4=0.4580 corrupt_frac_t_0p2_0p4=0.2390 acc_corrupt_t_0p4_0p6=0.6836 corrupt_frac_t_0p4_0p6=0.2427 acc_corrupt_t_0p6_0p8=0.8366 corrupt_frac_t_0p6_0p8=0.2393 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2404 out_w_norm=359.5316 out_g_norm=0.0774 loss_all=0.6799 init_gold_top10=0.5896 init_gold_top100=0.5938 +step=39800 micro_steps=159200 elapsed=125.8s lr=3.000000e-04 loss=2.1798 loss_recon=2.1798 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7944 corrupt_frac=0.5475 acc_corrupt=0.6320 loss_corrupt=2.1798 wrong_frac=0.5026 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.2388 corrupt_frac_t_0p0_0p2=0.2397 acc_corrupt_t_0p2_0p4=0.4610 corrupt_frac_t_0p2_0p4=0.2409 acc_corrupt_t_0p4_0p6=0.6768 corrupt_frac_t_0p4_0p6=0.2430 acc_corrupt_t_0p6_0p8=0.8360 corrupt_frac_t_0p6_0p8=0.2251 out_w_norm=360.0469 out_g_norm=0.0768 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2317 loss_all=1.6901 init_gold_top10=0.4000 init_gold_top100=0.4108 +step=39900 micro_steps=159600 elapsed=125.5s lr=3.000000e-04 loss=2.1796 loss_recon=2.1796 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7957 corrupt_frac=0.5423 acc_corrupt=0.6312 loss_corrupt=2.1796 wrong_frac=0.5052 init_acc_corrupt=0.4603 acc_corrupt_t_0p2_0p4=0.4674 corrupt_frac_t_0p2_0p4=0.2410 acc_corrupt_t_0p4_0p6=0.6806 corrupt_frac_t_0p4_0p6=0.2324 acc_corrupt_t_0p6_0p8=0.8353 corrupt_frac_t_0p6_0p8=0.2323 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.2425 out_w_norm=360.5433 out_g_norm=0.0775 acc_corrupt_t_0p0_0p2=0.2411 corrupt_frac_t_0p0_0p2=0.2487 loss_all=2.0728 init_gold_top10=0.3969 init_gold_top100=0.4029 +step=40000 micro_steps=160000 elapsed=125.8s lr=3.000000e-04 loss=2.1355 loss_recon=2.1355 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7965 corrupt_frac=0.5513 acc_corrupt=0.6380 loss_corrupt=2.1355 wrong_frac=0.4988 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.2468 corrupt_frac_t_0p0_0p2=0.2372 acc_corrupt_t_0p4_0p6=0.6793 corrupt_frac_t_0p4_0p6=0.2422 acc_corrupt_t_0p6_0p8=0.8394 corrupt_frac_t_0p6_0p8=0.2288 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2400 out_w_norm=361.0192 out_g_norm=0.0782 acc_corrupt_t_0p2_0p4=0.4700 corrupt_frac_t_0p2_0p4=0.2412 loss_all=0.8272 init_gold_top10=0.6879 init_gold_top100=0.6890 +step=40100 micro_steps=160400 elapsed=139.4s lr=3.000000e-04 loss=2.1604 loss_recon=2.1604 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7942 corrupt_frac=0.5522 acc_corrupt=0.6349 loss_corrupt=2.1604 wrong_frac=0.4988 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.2315 corrupt_frac_t_0p0_0p2=0.2393 acc_corrupt_t_0p4_0p6=0.6812 corrupt_frac_t_0p4_0p6=0.2379 acc_corrupt_t_0p6_0p8=0.8352 corrupt_frac_t_0p6_0p8=0.2404 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2357 out_w_norm=361.5013 out_g_norm=0.0764 acc_corrupt_t_0p2_0p4=0.4675 corrupt_frac_t_0p2_0p4=0.2378 loss_all=0.7815 init_gold_top10=0.6403 init_gold_top100=0.6417 +step=40200 micro_steps=160800 elapsed=125.1s lr=3.000000e-04 loss=2.1339 loss_recon=2.1339 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7997 corrupt_frac=0.5408 acc_corrupt=0.6370 loss_corrupt=2.1339 wrong_frac=0.5025 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.2557 corrupt_frac_t_0p0_0p2=0.2312 acc_corrupt_t_0p2_0p4=0.4623 corrupt_frac_t_0p2_0p4=0.2389 acc_corrupt_t_0p4_0p6=0.6827 corrupt_frac_t_0p4_0p6=0.2392 acc_corrupt_t_0p6_0p8=0.8383 corrupt_frac_t_0p6_0p8=0.2319 out_w_norm=361.9925 out_g_norm=0.0781 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.2393 loss_all=0.5428 init_gold_top10=0.4843 init_gold_top100=0.4968 +step=40300 micro_steps=161200 elapsed=126.1s lr=3.000000e-04 loss=2.2072 loss_recon=2.2072 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7903 corrupt_frac=0.5505 acc_corrupt=0.6263 loss_corrupt=2.2072 wrong_frac=0.5086 init_acc_corrupt=0.4546 acc_corrupt_t_0p0_0p2=0.2399 corrupt_frac_t_0p0_0p2=0.2475 acc_corrupt_t_0p2_0p4=0.4588 corrupt_frac_t_0p2_0p4=0.2409 acc_corrupt_t_0p4_0p6=0.6827 corrupt_frac_t_0p4_0p6=0.2429 acc_corrupt_t_0p6_0p8=0.8333 corrupt_frac_t_0p6_0p8=0.2361 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.2369 out_w_norm=362.4752 out_g_norm=0.0772 loss_all=1.0545 init_gold_top10=0.3420 init_gold_top100=0.3494 +step=40400 micro_steps=161600 elapsed=125.7s lr=3.000000e-04 loss=2.1240 loss_recon=2.1240 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8000 corrupt_frac=0.5446 acc_corrupt=0.6400 loss_corrupt=2.1240 wrong_frac=0.4958 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.2503 corrupt_frac_t_0p0_0p2=0.2260 acc_corrupt_t_0p2_0p4=0.4649 corrupt_frac_t_0p2_0p4=0.2520 acc_corrupt_t_0p6_0p8=0.8351 corrupt_frac_t_0p6_0p8=0.2501 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.2448 out_w_norm=362.9541 out_g_norm=0.0784 acc_corrupt_t_0p4_0p6=0.6799 corrupt_frac_t_0p4_0p6=0.2347 loss_all=1.8087 init_gold_top10=0.4044 init_gold_top100=0.4107 +step=40500 micro_steps=162000 elapsed=125.9s lr=3.000000e-04 loss=2.1212 loss_recon=2.1212 loss_meanflow=0.0000 mean_model_t=0.5050 mean_corrupt_t=0.5050 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7985 corrupt_frac=0.5498 acc_corrupt=0.6408 loss_corrupt=2.1212 wrong_frac=0.4935 init_acc_corrupt=0.4727 acc_corrupt_t_0p0_0p2=0.2454 corrupt_frac_t_0p0_0p2=0.2171 acc_corrupt_t_0p2_0p4=0.4588 corrupt_frac_t_0p2_0p4=0.2557 acc_corrupt_t_0p4_0p6=0.6786 corrupt_frac_t_0p4_0p6=0.2393 acc_corrupt_t_0p6_0p8=0.8384 corrupt_frac_t_0p6_0p8=0.2383 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.2534 out_w_norm=363.4328 out_g_norm=0.0760 loss_all=1.1609 init_gold_top10=0.5393 init_gold_top100=0.5412 +step=40600 micro_steps=162400 elapsed=125.8s lr=3.000000e-04 loss=2.1363 loss_recon=2.1363 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7985 corrupt_frac=0.5457 acc_corrupt=0.6379 loss_corrupt=2.1363 wrong_frac=0.4985 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.2445 corrupt_frac_t_0p0_0p2=0.2382 acc_corrupt_t_0p2_0p4=0.4604 corrupt_frac_t_0p2_0p4=0.2428 acc_corrupt_t_0p4_0p6=0.6775 corrupt_frac_t_0p4_0p6=0.2377 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.2395 out_w_norm=363.9163 out_g_norm=0.0790 acc_corrupt_t_0p6_0p8=0.8377 corrupt_frac_t_0p6_0p8=0.2406 loss_all=0.8735 init_gold_top10=0.4884 init_gold_top100=0.4903 +step=40700 micro_steps=162800 elapsed=126.4s lr=3.000000e-04 loss=2.1462 loss_recon=2.1462 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7988 corrupt_frac=0.5436 acc_corrupt=0.6368 loss_corrupt=2.1462 wrong_frac=0.5000 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.2435 corrupt_frac_t_0p0_0p2=0.2359 acc_corrupt_t_0p2_0p4=0.4711 corrupt_frac_t_0p2_0p4=0.2437 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2471 out_w_norm=364.4052 out_g_norm=0.0758 acc_corrupt_t_0p4_0p6=0.6773 corrupt_frac_t_0p4_0p6=0.2400 acc_corrupt_t_0p6_0p8=0.8375 corrupt_frac_t_0p6_0p8=0.2325 loss_all=1.5841 init_gold_top10=0.4947 init_gold_top100=0.5036 +step=40800 micro_steps=163200 elapsed=126.1s lr=3.000000e-04 loss=2.1097 loss_recon=2.1097 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7989 corrupt_frac=0.5482 acc_corrupt=0.6407 loss_corrupt=2.1097 wrong_frac=0.4969 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.2520 corrupt_frac_t_0p0_0p2=0.2271 acc_corrupt_t_0p2_0p4=0.4601 corrupt_frac_t_0p2_0p4=0.2396 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.2337 out_w_norm=364.8787 out_g_norm=0.0759 acc_corrupt_t_0p4_0p6=0.6772 corrupt_frac_t_0p4_0p6=0.2565 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2464 loss_all=1.2854 init_gold_top10=0.4322 init_gold_top100=0.4415 +step=40900 micro_steps=163600 elapsed=125.9s lr=3.000000e-04 loss=2.1422 loss_recon=2.1422 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7943 corrupt_frac=0.5545 acc_corrupt=0.6364 loss_corrupt=2.1422 wrong_frac=0.4979 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.2434 corrupt_frac_t_0p0_0p2=0.2363 acc_corrupt_t_0p2_0p4=0.4550 corrupt_frac_t_0p2_0p4=0.2409 acc_corrupt_t_0p4_0p6=0.6802 corrupt_frac_t_0p4_0p6=0.2446 acc_corrupt_t_0p6_0p8=0.8370 corrupt_frac_t_0p6_0p8=0.2449 out_w_norm=365.3597 out_g_norm=0.0760 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2527 loss_all=1.1318 init_gold_top10=0.5721 init_gold_top100=0.5832 +step=41000 micro_steps=164000 elapsed=126.0s lr=3.000000e-04 loss=2.2018 loss_recon=2.2018 loss_meanflow=0.0000 mean_model_t=0.4919 mean_corrupt_t=0.4919 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7882 corrupt_frac=0.5556 acc_corrupt=0.6266 loss_corrupt=2.2018 wrong_frac=0.5097 init_acc_corrupt=0.4556 acc_corrupt_t_0p0_0p2=0.2416 corrupt_frac_t_0p0_0p2=0.2538 acc_corrupt_t_0p2_0p4=0.4671 corrupt_frac_t_0p2_0p4=0.2353 acc_corrupt_t_0p4_0p6=0.6744 corrupt_frac_t_0p4_0p6=0.2501 acc_corrupt_t_0p6_0p8=0.8358 corrupt_frac_t_0p6_0p8=0.2392 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2323 out_w_norm=365.8336 out_g_norm=0.0773 loss_all=2.1013 init_gold_top10=0.3740 init_gold_top100=0.3797 +step=41100 micro_steps=164400 elapsed=131.9s lr=3.000000e-04 loss=2.0606 loss_recon=2.0606 loss_meanflow=0.0000 mean_model_t=0.5102 mean_corrupt_t=0.5102 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8055 corrupt_frac=0.5430 acc_corrupt=0.6493 loss_corrupt=2.0606 wrong_frac=0.4879 init_acc_corrupt=0.4792 acc_corrupt_t_0p0_0p2=0.2369 corrupt_frac_t_0p0_0p2=0.2200 acc_corrupt_t_0p2_0p4=0.4707 corrupt_frac_t_0p2_0p4=0.2390 acc_corrupt_t_0p4_0p6=0.6827 corrupt_frac_t_0p4_0p6=0.2412 acc_corrupt_t_0p6_0p8=0.8358 corrupt_frac_t_0p6_0p8=0.2508 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.2372 out_w_norm=366.3097 out_g_norm=0.0759 loss_all=1.3132 init_gold_top10=0.5379 init_gold_top100=0.5420 +step=41200 micro_steps=164800 elapsed=125.0s lr=3.000000e-04 loss=2.1235 loss_recon=2.1235 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7966 corrupt_frac=0.5529 acc_corrupt=0.6398 loss_corrupt=2.1235 wrong_frac=0.4954 init_acc_corrupt=0.4712 acc_corrupt_t_0p0_0p2=0.2364 corrupt_frac_t_0p0_0p2=0.2404 acc_corrupt_t_0p4_0p6=0.6854 corrupt_frac_t_0p4_0p6=0.2393 acc_corrupt_t_0p6_0p8=0.8411 corrupt_frac_t_0p6_0p8=0.2400 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2459 out_w_norm=366.7795 out_g_norm=0.0748 acc_corrupt_t_0p2_0p4=0.4667 corrupt_frac_t_0p2_0p4=0.2309 loss_all=1.7152 init_gold_top10=0.4018 init_gold_top100=0.4069 +step=41300 micro_steps=165200 elapsed=125.6s lr=3.000000e-04 loss=2.1056 loss_recon=2.1056 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8018 corrupt_frac=0.5419 acc_corrupt=0.6419 loss_corrupt=2.1056 wrong_frac=0.4946 init_acc_corrupt=0.4718 acc_corrupt_t_0p0_0p2=0.2486 corrupt_frac_t_0p0_0p2=0.2456 acc_corrupt_t_0p2_0p4=0.4694 corrupt_frac_t_0p2_0p4=0.2268 acc_corrupt_t_0p4_0p6=0.6776 corrupt_frac_t_0p4_0p6=0.2396 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2500 out_w_norm=367.2522 out_g_norm=0.0757 acc_corrupt_t_0p6_0p8=0.8366 corrupt_frac_t_0p6_0p8=0.2358 loss_all=1.1991 init_gold_top10=0.5444 init_gold_top100=0.5505 +step=41400 micro_steps=165600 elapsed=125.6s lr=3.000000e-04 loss=2.0977 loss_recon=2.0977 loss_meanflow=0.0000 mean_model_t=0.5047 mean_corrupt_t=0.5047 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7999 corrupt_frac=0.5505 acc_corrupt=0.6436 loss_corrupt=2.0977 wrong_frac=0.4935 init_acc_corrupt=0.4731 acc_corrupt_t_0p2_0p4=0.4701 corrupt_frac_t_0p2_0p4=0.2391 acc_corrupt_t_0p4_0p6=0.6819 corrupt_frac_t_0p4_0p6=0.2450 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.2308 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2534 out_w_norm=367.7240 out_g_norm=0.0746 acc_corrupt_t_0p0_0p2=0.2463 corrupt_frac_t_0p0_0p2=0.2355 loss_all=1.8539 init_gold_top10=0.3542 init_gold_top100=0.3596 +step=41500 micro_steps=166000 elapsed=125.2s lr=3.000000e-04 loss=2.1798 loss_recon=2.1798 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7934 corrupt_frac=0.5498 acc_corrupt=0.6317 loss_corrupt=2.1798 wrong_frac=0.5049 init_acc_corrupt=0.4603 acc_corrupt_t_0p2_0p4=0.4650 corrupt_frac_t_0p2_0p4=0.2474 acc_corrupt_t_0p4_0p6=0.6801 corrupt_frac_t_0p4_0p6=0.2406 acc_corrupt_t_0p6_0p8=0.8360 corrupt_frac_t_0p6_0p8=0.2301 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2343 out_w_norm=368.1997 out_g_norm=0.0756 acc_corrupt_t_0p0_0p2=0.2462 corrupt_frac_t_0p0_0p2=0.2392 loss_all=2.3832 init_gold_top10=0.3016 init_gold_top100=0.3132 +step=41600 micro_steps=166400 elapsed=125.1s lr=3.000000e-04 loss=2.0678 loss_recon=2.0678 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8059 corrupt_frac=0.5368 acc_corrupt=0.6457 loss_corrupt=2.0678 wrong_frac=0.4940 init_acc_corrupt=0.4721 acc_corrupt_t_0p0_0p2=0.2522 corrupt_frac_t_0p0_0p2=0.2340 acc_corrupt_t_0p2_0p4=0.4743 corrupt_frac_t_0p2_0p4=0.2438 acc_corrupt_t_0p4_0p6=0.6834 corrupt_frac_t_0p4_0p6=0.2482 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.2424 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.2454 out_w_norm=368.6786 out_g_norm=0.0764 loss_all=1.8159 init_gold_top10=0.4224 init_gold_top100=0.4328 +step=41700 micro_steps=166800 elapsed=125.2s lr=3.000000e-04 loss=2.2246 loss_recon=2.2246 loss_meanflow=0.0000 mean_model_t=0.4916 mean_corrupt_t=0.4916 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7884 corrupt_frac=0.5554 acc_corrupt=0.6264 loss_corrupt=2.2246 wrong_frac=0.5086 init_acc_corrupt=0.4554 acc_corrupt_t_0p0_0p2=0.2431 corrupt_frac_t_0p0_0p2=0.2462 acc_corrupt_t_0p2_0p4=0.4574 corrupt_frac_t_0p2_0p4=0.2456 acc_corrupt_t_0p4_0p6=0.6777 corrupt_frac_t_0p4_0p6=0.2428 acc_corrupt_t_0p6_0p8=0.8332 corrupt_frac_t_0p6_0p8=0.2276 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.2438 out_w_norm=369.1513 out_g_norm=0.0775 loss_all=1.4076 init_gold_top10=0.4202 init_gold_top100=0.4289 +step=41800 micro_steps=167200 elapsed=125.5s lr=3.000000e-04 loss=2.1405 loss_recon=2.1405 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7956 corrupt_frac=0.5515 acc_corrupt=0.6366 loss_corrupt=2.1405 wrong_frac=0.5020 init_acc_corrupt=0.4629 acc_corrupt_t_0p0_0p2=0.2414 corrupt_frac_t_0p0_0p2=0.2446 acc_corrupt_t_0p2_0p4=0.4729 corrupt_frac_t_0p2_0p4=0.2414 acc_corrupt_t_0p4_0p6=0.6854 corrupt_frac_t_0p4_0p6=0.2328 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2370 out_w_norm=369.6260 out_g_norm=0.0759 acc_corrupt_t_0p6_0p8=0.8392 corrupt_frac_t_0p6_0p8=0.2520 loss_all=0.6958 init_gold_top10=0.5458 init_gold_top100=0.5522 +step=41900 micro_steps=167600 elapsed=125.3s lr=3.000000e-04 loss=2.0920 loss_recon=2.0920 loss_meanflow=0.0000 mean_model_t=0.5043 mean_corrupt_t=0.5043 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8014 corrupt_frac=0.5464 acc_corrupt=0.6441 loss_corrupt=2.0920 wrong_frac=0.4919 init_acc_corrupt=0.4770 acc_corrupt_t_0p2_0p4=0.4707 corrupt_frac_t_0p2_0p4=0.2216 acc_corrupt_t_0p4_0p6=0.6797 corrupt_frac_t_0p4_0p6=0.2458 acc_corrupt_t_0p6_0p8=0.8370 corrupt_frac_t_0p6_0p8=0.2471 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.2474 out_w_norm=370.1057 out_g_norm=0.0759 acc_corrupt_t_0p0_0p2=0.2404 corrupt_frac_t_0p0_0p2=0.2295 loss_all=2.3425 init_gold_top10=0.3429 init_gold_top100=0.3498 +step=42000 micro_steps=168000 elapsed=125.6s lr=3.000000e-04 loss=2.1282 loss_recon=2.1282 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7953 corrupt_frac=0.5549 acc_corrupt=0.6379 loss_corrupt=2.1282 wrong_frac=0.4990 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.2487 corrupt_frac_t_0p0_0p2=0.2329 acc_corrupt_t_0p4_0p6=0.6837 corrupt_frac_t_0p4_0p6=0.2383 acc_corrupt_t_0p6_0p8=0.8369 corrupt_frac_t_0p6_0p8=0.2420 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.2467 out_w_norm=370.5836 out_g_norm=0.0752 acc_corrupt_t_0p2_0p4=0.4562 corrupt_frac_t_0p2_0p4=0.2422 loss_all=2.0296 init_gold_top10=0.3354 init_gold_top100=0.3489 +step=42100 micro_steps=168400 elapsed=131.0s lr=3.000000e-04 loss=2.1436 loss_recon=2.1436 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7941 corrupt_frac=0.5532 acc_corrupt=0.6347 loss_corrupt=2.1436 wrong_frac=0.5012 init_acc_corrupt=0.4634 acc_corrupt_t_0p2_0p4=0.4649 corrupt_frac_t_0p2_0p4=0.2368 acc_corrupt_t_0p4_0p6=0.6827 corrupt_frac_t_0p4_0p6=0.2436 acc_corrupt_t_0p6_0p8=0.8373 corrupt_frac_t_0p6_0p8=0.2368 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2435 out_w_norm=371.0646 out_g_norm=0.0747 acc_corrupt_t_0p0_0p2=0.2453 corrupt_frac_t_0p0_0p2=0.2417 loss_all=0.4327 init_gold_top10=0.7603 init_gold_top100=0.7631 +step=42200 micro_steps=168800 elapsed=125.7s lr=3.000000e-04 loss=2.1245 loss_recon=2.1245 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7979 corrupt_frac=0.5495 acc_corrupt=0.6396 loss_corrupt=2.1245 wrong_frac=0.4954 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.2449 corrupt_frac_t_0p0_0p2=0.2424 acc_corrupt_t_0p2_0p4=0.4666 corrupt_frac_t_0p2_0p4=0.2275 acc_corrupt_t_0p4_0p6=0.6787 corrupt_frac_t_0p4_0p6=0.2473 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.2286 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2499 out_w_norm=371.5378 out_g_norm=0.0747 loss_all=1.4060 init_gold_top10=0.3652 init_gold_top100=0.3674 +step=42300 micro_steps=169200 elapsed=126.4s lr=3.000000e-04 loss=2.1529 loss_recon=2.1529 loss_meanflow=0.0000 mean_model_t=0.4942 mean_corrupt_t=0.4942 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7946 corrupt_frac=0.5502 acc_corrupt=0.6336 loss_corrupt=2.1529 wrong_frac=0.5051 init_acc_corrupt=0.4586 acc_corrupt_t_0p2_0p4=0.4642 corrupt_frac_t_0p2_0p4=0.2371 acc_corrupt_t_0p4_0p6=0.6862 corrupt_frac_t_0p4_0p6=0.2413 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.2347 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2282 out_w_norm=372.0129 out_g_norm=0.0759 acc_corrupt_t_0p0_0p2=0.2480 corrupt_frac_t_0p0_0p2=0.2414 loss_all=2.1953 init_gold_top10=0.3455 init_gold_top100=0.3500 +step=42400 micro_steps=169600 elapsed=125.0s lr=3.000000e-04 loss=2.1580 loss_recon=2.1580 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7950 corrupt_frac=0.5491 acc_corrupt=0.6341 loss_corrupt=2.1580 wrong_frac=0.5033 init_acc_corrupt=0.4610 acc_corrupt_t_0p0_0p2=0.2463 corrupt_frac_t_0p0_0p2=0.2432 acc_corrupt_t_0p2_0p4=0.4685 corrupt_frac_t_0p2_0p4=0.2404 acc_corrupt_t_0p4_0p6=0.6865 corrupt_frac_t_0p4_0p6=0.2367 acc_corrupt_t_0p6_0p8=0.8342 corrupt_frac_t_0p6_0p8=0.2397 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2393 out_w_norm=372.4908 out_g_norm=0.0740 loss_all=0.5165 init_gold_top10=0.5028 init_gold_top100=0.5097 +step=42500 micro_steps=170000 elapsed=125.2s lr=3.000000e-04 loss=2.1078 loss_recon=2.1078 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8011 corrupt_frac=0.5428 acc_corrupt=0.6407 loss_corrupt=2.1078 wrong_frac=0.4987 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.2422 corrupt_frac_t_0p0_0p2=0.2331 acc_corrupt_t_0p2_0p4=0.4778 corrupt_frac_t_0p2_0p4=0.2448 acc_corrupt_t_0p4_0p6=0.6818 corrupt_frac_t_0p4_0p6=0.2435 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2435 out_w_norm=372.9584 out_g_norm=0.0749 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2290 loss_all=0.2574 init_gold_top10=0.6584 init_gold_top100=0.6605 +step=42600 micro_steps=170400 elapsed=126.0s lr=3.000000e-04 loss=2.1382 loss_recon=2.1382 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7926 corrupt_frac=0.5590 acc_corrupt=0.6364 loss_corrupt=2.1382 wrong_frac=0.4985 init_acc_corrupt=0.4677 acc_corrupt_t_0p0_0p2=0.2387 corrupt_frac_t_0p0_0p2=0.2484 acc_corrupt_t_0p2_0p4=0.4600 corrupt_frac_t_0p2_0p4=0.2321 acc_corrupt_t_0p4_0p6=0.6778 corrupt_frac_t_0p4_0p6=0.2396 acc_corrupt_t_0p6_0p8=0.8380 corrupt_frac_t_0p6_0p8=0.2497 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2425 out_w_norm=373.4254 out_g_norm=0.0732 loss_all=0.7472 init_gold_top10=0.5236 init_gold_top100=0.5246 +step=42700 micro_steps=170800 elapsed=125.2s lr=3.000000e-04 loss=2.1235 loss_recon=2.1235 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7987 corrupt_frac=0.5459 acc_corrupt=0.6384 loss_corrupt=2.1235 wrong_frac=0.4994 init_acc_corrupt=0.4679 acc_corrupt_t_0p2_0p4=0.4670 corrupt_frac_t_0p2_0p4=0.2438 acc_corrupt_t_0p4_0p6=0.6803 corrupt_frac_t_0p4_0p6=0.2545 acc_corrupt_t_0p6_0p8=0.8367 corrupt_frac_t_0p6_0p8=0.2358 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2370 out_w_norm=373.8932 out_g_norm=0.0741 acc_corrupt_t_0p0_0p2=0.2437 corrupt_frac_t_0p0_0p2=0.2331 loss_all=0.8242 init_gold_top10=0.5790 init_gold_top100=0.5799 +step=42800 micro_steps=171200 elapsed=125.5s lr=3.000000e-04 loss=2.1550 loss_recon=2.1550 loss_meanflow=0.0000 mean_model_t=0.5053 mean_corrupt_t=0.5053 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7955 corrupt_frac=0.5517 acc_corrupt=0.6362 loss_corrupt=2.1550 wrong_frac=0.4972 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.2425 corrupt_frac_t_0p0_0p2=0.2394 acc_corrupt_t_0p2_0p4=0.4567 corrupt_frac_t_0p2_0p4=0.2393 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2494 out_w_norm=374.3640 out_g_norm=0.0741 acc_corrupt_t_0p4_0p6=0.6808 corrupt_frac_t_0p4_0p6=0.2353 acc_corrupt_t_0p6_0p8=0.8331 corrupt_frac_t_0p6_0p8=0.2399 loss_all=0.4275 init_gold_top10=0.6126 init_gold_top100=0.6161 +step=42900 micro_steps=171600 elapsed=125.2s lr=3.000000e-04 loss=2.1916 loss_recon=2.1916 loss_meanflow=0.0000 mean_model_t=0.4938 mean_corrupt_t=0.4938 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7905 corrupt_frac=0.5517 acc_corrupt=0.6278 loss_corrupt=2.1916 wrong_frac=0.5086 init_acc_corrupt=0.4560 acc_corrupt_t_0p0_0p2=0.2391 corrupt_frac_t_0p0_0p2=0.2393 acc_corrupt_t_0p2_0p4=0.4704 corrupt_frac_t_0p2_0p4=0.2488 acc_corrupt_t_0p4_0p6=0.6770 corrupt_frac_t_0p4_0p6=0.2494 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2302 out_w_norm=374.8267 out_g_norm=0.0747 acc_corrupt_t_0p6_0p8=0.8375 corrupt_frac_t_0p6_0p8=0.2313 loss_all=0.5485 init_gold_top10=0.5273 init_gold_top100=0.5329 diff --git a/LTA_openwebtext_dualt/logs/owt_lm1bclassic_fullvocab_len1024_16gpu_elfLdim/lta_owt_lm1bclassic_fullvocab_bert_c1024_len1024_elfLdim_d1280_l32_h16_ff5120_lr3e-4_gbs512_2node8gpu_1m_save10k_t-20260522071024-s2ss5.node1.log b/LTA_openwebtext_dualt/logs/owt_lm1bclassic_fullvocab_len1024_16gpu_elfLdim/lta_owt_lm1bclassic_fullvocab_bert_c1024_len1024_elfLdim_d1280_l32_h16_ff5120_lr3e-4_gbs512_2node8gpu_1m_save10k_t-20260522071024-s2ss5.node1.log new file mode 100644 index 0000000000000000000000000000000000000000..3478cf03613abc88c0900124cdd26232850c8ec5 --- /dev/null +++ b/LTA_openwebtext_dualt/logs/owt_lm1bclassic_fullvocab_len1024_16gpu_elfLdim/lta_owt_lm1bclassic_fullvocab_bert_c1024_len1024_elfLdim_d1280_l32_h16_ff5120_lr3e-4_gbs512_2node8gpu_1m_save10k_t-20260522071024-s2ss5.node1.log @@ -0,0 +1,701 @@ + +***************************************** +Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. +***************************************** +[W521 23:15:02.803132290 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:09.087655766 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:10.248099055 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:10.257382336 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:10.264675496 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:10.271879988 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:10.275239645 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:10.289967282 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +[W521 23:15:10.293658818 socket.cpp:202] [c10d] The hostname of the client socket cannot be retrieved. err=-3 +t-20260522071024-s2ss5-worker-1:10500:10500 [6] NCCL INFO cudaDriverVersion 12080 +t-20260522071024-s2ss5-worker-1:10500:10500 [6] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth1 +t-20260522071024-s2ss5-worker-1:10500:10500 [6] NCCL INFO Bootstrap: Using eth1:10.82.96.30<0> +t-20260522071024-s2ss5-worker-1:10500:10500 [6] NCCL INFO NCCL version 2.25.1+cuda12.8 +t-20260522071024-s2ss5-worker-1:10499:10499 [5] NCCL INFO cudaDriverVersion 12080 +t-20260522071024-s2ss5-worker-1:10499:10499 [5] NCCL INFO NCCL_SOCKET_IFNAME set by environment to eth1 +t-20260522071024-s2ss5-worker-1:10499:10499 [5] NCCL INFO Bootstrap: Using eth1:10.82.96.30<0> +t-20260522071024-s2ss5-worker-1:10499:10499 [5] NCCL INFO NCCL version 2.25.1+cuda12.8 +t-20260522071024-s2ss5-worker-1:10495:10495 [1] NCCL INFO cudaDriverVersion 12080 +t-20260522071024-s2ss5-worker-1:10495:10495 [1] NCCL 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total 0.073995 (create 0.000024, send 0.000236, recv 0.000489, ring 0.072488, delay 0.000001) +t-20260522071024-s2ss5-worker-1:10498:10592 [4] NCCL INFO Bootstrap timings total 0.075086 (create 0.000020, send 0.000278, recv 0.000354, ring 0.069775, delay 0.000000) +t-20260522071024-s2ss5-worker-1:10497:10594 [3] NCCL INFO Bootstrap timings total 0.070828 (create 0.000020, send 0.000231, recv 0.000496, ring 0.069776, delay 0.000001) +t-20260522071024-s2ss5-worker-1:10500:10589 [6] NCCL INFO Bootstrap timings total 0.095207 (create 0.000021, send 0.000267, recv 0.021479, ring 0.073140, delay 0.000000) +t-20260522071024-s2ss5-worker-1:10499:10591 [5] NCCL INFO Bootstrap timings total 0.100754 (create 0.000024, send 0.000448, recv 0.005738, ring 0.074115, delay 0.000001) +t-20260522071024-s2ss5-worker-1:10494:10596 [0] NCCL INFO Bootstrap timings total 0.071854 (create 0.000022, send 0.000234, recv 0.000389, ring 0.070929, delay 0.000001) +t-20260522071024-s2ss5-worker-1:10496:10595 [2] NCCL INFO Bootstrap timings total 0.071394 (create 0.000031, send 0.000213, recv 0.000838, ring 0.070005, delay 0.000001) +t-20260522071024-s2ss5-worker-1:10495:10590 [1] NCCL INFO Bootstrap timings total 0.076669 (create 0.000020, send 0.000243, recv 0.005555, ring 0.070567, delay 0.000001) +t-20260522071024-s2ss5-worker-1:10501:10593 [7] NCCL INFO MNNVL busId 0x75020 fabric UUID 0.0 cliqueId 0x0 state 3 healthMask 0x0 +t-20260522071024-s2ss5-worker-1:10497:10594 [3] NCCL INFO MNNVL busId 0x6b020 fabric UUID 0.0 cliqueId 0x0 state 3 healthMask 0x0 +t-20260522071024-s2ss5-worker-1:10496:10595 [2] NCCL INFO MNNVL busId 0x69020 fabric UUID 0.0 cliqueId 0x0 state 3 healthMask 0x0 +t-20260522071024-s2ss5-worker-1:10500:10589 [6] NCCL INFO MNNVL busId 0x73020 fabric UUID 0.0 cliqueId 0x0 state 3 healthMask 0x0 +t-20260522071024-s2ss5-worker-1:10499:10591 [5] NCCL INFO MNNVL busId 0x71020 fabric UUID 0.0 cliqueId 0x0 state 3 healthMask 0x0 +t-20260522071024-s2ss5-worker-1:10495:10590 [1] NCCL INFO MNNVL busId 0x67020 fabric UUID 0.0 cliqueId 0x0 state 3 healthMask 0x0 +t-20260522071024-s2ss5-worker-1:10498:10592 [4] NCCL INFO MNNVL busId 0x6f020 fabric UUID 0.0 cliqueId 0x0 state 3 healthMask 0x0 +t-20260522071024-s2ss5-worker-1:10494:10596 [0] NCCL INFO MNNVL busId 0x65040 fabric UUID 0.0 cliqueId 0x0 state 3 healthMask 0x0 +t-20260522071024-s2ss5-worker-1:10501:10593 [7] NCCL INFO NCCL_TOPO_FILE set by environment to /var/run/nvidia-topologyd/virtualTopology.xml +t-20260522071024-s2ss5-worker-1:10500:10589 [6] NCCL INFO NCCL_TOPO_FILE set by environment to /var/run/nvidia-topologyd/virtualTopology.xml +t-20260522071024-s2ss5-worker-1:10499:10591 [5] NCCL INFO NCCL_TOPO_FILE set by environment to /var/run/nvidia-topologyd/virtualTopology.xml +t-20260522071024-s2ss5-worker-1:10498:10592 [4] NCCL INFO NCCL_TOPO_FILE set by environment to /var/run/nvidia-topologyd/virtualTopology.xml +t-20260522071024-s2ss5-worker-1:10495:10590 [1] NCCL INFO NCCL_TOPO_FILE set by environment to /var/run/nvidia-topologyd/virtualTopology.xml +t-20260522071024-s2ss5-worker-1:10497:10594 [3] NCCL INFO NCCL_TOPO_FILE set by environment to /var/run/nvidia-topologyd/virtualTopology.xml +t-20260522071024-s2ss5-worker-1:10496:10595 [2] NCCL INFO NCCL_TOPO_FILE set by environment to /var/run/nvidia-topologyd/virtualTopology.xml +t-20260522071024-s2ss5-worker-1:10494:10596 [0] NCCL INFO NCCL_TOPO_FILE set by environment to /var/run/nvidia-topologyd/virtualTopology.xml +t-20260522071024-s2ss5-worker-1:10501:10593 [7] NCCL INFO Setting affinity for GPU 7 to 0fffff,ffffffff,ffffffff,fc000000,00000000,00000000 +t-20260522071024-s2ss5-worker-1:10501:10593 [7] NCCL INFO NVLS multicast support is available on dev 7 +t-20260522071024-s2ss5-worker-1:10499:10591 [5] NCCL INFO Setting affinity for GPU 5 to 0fffff,ffffffff,ffffffff,fc000000,00000000,00000000 +t-20260522071024-s2ss5-worker-1:10495:10590 [1] NCCL INFO Setting affinity for GPU 1 to 03ffffff,ffffffff,ffffffff +t-20260522071024-s2ss5-worker-1:10495:10590 [1] NCCL INFO NVLS multicast support is available on dev 1 +t-20260522071024-s2ss5-worker-1:10500:10589 [6] NCCL INFO Setting affinity for GPU 6 to 0fffff,ffffffff,ffffffff,fc000000,00000000,00000000 +t-20260522071024-s2ss5-worker-1:10499:10591 [5] NCCL INFO NVLS multicast support is available on dev 5 +t-20260522071024-s2ss5-worker-1:10494:10596 [0] NCCL INFO Setting affinity for GPU 0 to 03ffffff,ffffffff,ffffffff +t-20260522071024-s2ss5-worker-1:10498:10592 [4] NCCL INFO Setting affinity for GPU 4 to 0fffff,ffffffff,ffffffff,fc000000,00000000,00000000 +t-20260522071024-s2ss5-worker-1:10494:10596 [0] NCCL INFO NVLS multicast support is available on dev 0 +t-20260522071024-s2ss5-worker-1:10497:10594 [3] NCCL INFO Setting affinity for GPU 3 to 03ffffff,ffffffff,ffffffff +t-20260522071024-s2ss5-worker-1:10497:10594 [3] NCCL INFO NVLS multicast support is available on dev 3 +t-20260522071024-s2ss5-worker-1:10496:10595 [2] NCCL INFO Setting affinity for GPU 2 to 03ffffff,ffffffff,ffffffff +t-20260522071024-s2ss5-worker-1:10496:10595 [2] NCCL INFO NVLS multicast support is available on dev 2 +t-20260522071024-s2ss5-worker-1:10500:10589 [6] NCCL INFO NVLS multicast support is available on dev 6 +t-20260522071024-s2ss5-worker-1:10498:10592 [4] NCCL INFO NVLS multicast support is available on dev 4 +t-20260522071024-s2ss5-worker-1:10501:10593 [7] NCCL INFO comm 0x9fa6c40 rank 15 nRanks 16 nNodes 2 localRanks 8 localRank 7 MNNVL 0 +t-20260522071024-s2ss5-worker-1:10500:10589 [6] NCCL INFO comm 0xb316d40 rank 14 nRanks 16 nNodes 2 localRanks 8 localRank 6 MNNVL 0 +t-20260522071024-s2ss5-worker-1:10497:10594 [3] NCCL INFO comm 0xabfd080 rank 11 nRanks 16 nNodes 2 localRanks 8 localRank 3 MNNVL 0 +t-20260522071024-s2ss5-worker-1:10498:10592 [4] NCCL INFO comm 0xa98b680 rank 12 nRanks 16 nNodes 2 localRanks 8 localRank 4 MNNVL 0 +t-20260522071024-s2ss5-worker-1:10499:10591 [5] NCCL INFO comm 0xab28b40 rank 13 nRanks 16 nNodes 2 localRanks 8 localRank 5 MNNVL 0 +t-20260522071024-s2ss5-worker-1:10496:10595 [2] NCCL INFO comm 0xb7e7080 rank 10 nRanks 16 nNodes 2 localRanks 8 localRank 2 MNNVL 0 +t-20260522071024-s2ss5-worker-1:10501:10593 [7] NCCL INFO Trees [0] -1/-1/-1->15->14 [1] 8/-1/-1->15->14 [2] 8/-1/-1->15->14 [3] 8/-1/-1->15->14 [4] 8/-1/-1->15->14 [5] 8/-1/-1->15->14 [6] 8/-1/-1->15->14 [7] 8/-1/-1->15->7 [8] -1/-1/-1->15->14 [9] 8/-1/-1->15->14 [10] 8/-1/-1->15->14 [11] 8/-1/-1->15->14 [12] 8/-1/-1->15->14 [13] 8/-1/-1->15->14 [14] 8/-1/-1->15->14 [15] 8/7/-1->15->-1 +t-20260522071024-s2ss5-worker-1:10497:10594 [3] NCCL INFO Trees [0] 12/-1/-1->11->10 [1] 12/-1/-1->11->10 [2] 12/-1/-1->11->10 [3] 12/-1/-1->11->3 [4] -1/-1/-1->11->10 [5] 12/-1/-1->11->10 [6] 12/-1/-1->11->10 [7] 12/-1/-1->11->10 [8] 12/-1/-1->11->10 [9] 12/-1/-1->11->10 [10] 12/-1/-1->11->10 [11] 12/3/-1->11->-1 [12] -1/-1/-1->11->10 [13] 12/-1/-1->11->10 [14] 12/-1/-1->11->10 [15] 12/-1/-1->11->10 +t-20260522071024-s2ss5-worker-1:10500:10589 [6] NCCL INFO Trees [0] 15/-1/-1->14->13 [1] 15/-1/-1->14->13 [2] 15/-1/-1->14->13 [3] 15/-1/-1->14->13 [4] 15/-1/-1->14->13 [5] 15/-1/-1->14->13 [6] 15/-1/-1->14->6 [7] -1/-1/-1->14->13 [8] 15/-1/-1->14->13 [9] 15/-1/-1->14->13 [10] 15/-1/-1->14->13 [11] 15/-1/-1->14->13 [12] 15/-1/-1->14->13 [13] 15/-1/-1->14->13 [14] 15/6/-1->14->-1 [15] -1/-1/-1->14->13 +t-20260522071024-s2ss5-worker-1:10495:10590 [1] NCCL INFO comm 0xb483240 rank 9 nRanks 16 nNodes 2 localRanks 8 localRank 1 MNNVL 0 +t-20260522071024-s2ss5-worker-1:10496:10595 [2] NCCL INFO Trees [0] 11/-1/-1->10->9 [1] 11/-1/-1->10->9 [2] 11/-1/-1->10->2 [3] -1/-1/-1->10->9 [4] 11/-1/-1->10->9 [5] 11/-1/-1->10->9 [6] 11/-1/-1->10->9 [7] 11/-1/-1->10->9 [8] 11/-1/-1->10->9 [9] 11/-1/-1->10->9 [10] 11/2/-1->10->-1 [11] -1/-1/-1->10->9 [12] 11/-1/-1->10->9 [13] 11/-1/-1->10->9 [14] 11/-1/-1->10->9 [15] 11/-1/-1->10->9 +t-20260522071024-s2ss5-worker-1:10501:10593 [7] NCCL INFO P2P Chunksize set to 131072 +t-20260522071024-s2ss5-worker-1:10497:10594 [3] NCCL INFO P2P Chunksize set to 131072 +t-20260522071024-s2ss5-worker-1:10500:10589 [6] NCCL INFO P2P Chunksize set to 131072 +t-20260522071024-s2ss5-worker-1:10496:10595 [2] NCCL INFO P2P Chunksize set to 131072 +t-20260522071024-s2ss5-worker-1:10498:10592 [4] NCCL INFO Trees [0] 13/-1/-1->12->11 [1] 13/-1/-1->12->11 [2] 13/-1/-1->12->11 [3] 13/-1/-1->12->11 [4] 13/-1/-1->12->4 [5] -1/-1/-1->12->11 [6] 13/-1/-1->12->11 [7] 13/-1/-1->12->11 [8] 13/-1/-1->12->11 [9] 13/-1/-1->12->11 [10] 13/-1/-1->12->11 [11] 13/-1/-1->12->11 [12] 13/4/-1->12->-1 [13] -1/-1/-1->12->11 [14] 13/-1/-1->12->11 [15] 13/-1/-1->12->11 +t-20260522071024-s2ss5-worker-1:10499:10591 [5] NCCL INFO Trees [0] 14/-1/-1->13->12 [1] 14/-1/-1->13->12 [2] 14/-1/-1->13->12 [3] 14/-1/-1->13->12 [4] 14/-1/-1->13->12 [5] 14/-1/-1->13->5 [6] -1/-1/-1->13->12 [7] 14/-1/-1->13->12 [8] 14/-1/-1->13->12 [9] 14/-1/-1->13->12 [10] 14/-1/-1->13->12 [11] 14/-1/-1->13->12 [12] 14/-1/-1->13->12 [13] 14/5/-1->13->-1 [14] -1/-1/-1->13->12 [15] 14/-1/-1->13->12 +t-20260522071024-s2ss5-worker-1:10498:10592 [4] NCCL INFO P2P Chunksize set to 131072 +t-20260522071024-s2ss5-worker-1:10499:10591 [5] NCCL INFO P2P Chunksize set to 131072 +t-20260522071024-s2ss5-worker-1:10494:10596 [0] NCCL INFO comm 0x112c9ec0 rank 8 nRanks 16 nNodes 2 localRanks 8 localRank 0 MNNVL 0 +t-20260522071024-s2ss5-worker-1:10495:10590 [1] NCCL INFO Trees [0] 10/-1/-1->9->8 [1] 10/-1/-1->9->1 [2] -1/-1/-1->9->8 [3] 10/-1/-1->9->8 [4] 10/-1/-1->9->8 [5] 10/-1/-1->9->8 [6] 10/-1/-1->9->8 [7] 10/-1/-1->9->8 [8] 10/-1/-1->9->8 [9] 10/1/-1->9->-1 [10] -1/-1/-1->9->8 [11] 10/-1/-1->9->8 [12] 10/-1/-1->9->8 [13] 10/-1/-1->9->8 [14] 10/-1/-1->9->8 [15] 10/-1/-1->9->8 +t-20260522071024-s2ss5-worker-1:10495:10590 [1] NCCL INFO P2P Chunksize set to 131072 +t-20260522071024-s2ss5-worker-1:10494:10596 [0] NCCL INFO Trees [0] 9/-1/-1->8->0 [1] -1/-1/-1->8->15 [2] 9/-1/-1->8->15 [3] 9/-1/-1->8->15 [4] 9/-1/-1->8->15 [5] 9/-1/-1->8->15 [6] 9/-1/-1->8->15 [7] 9/-1/-1->8->15 [8] 9/0/-1->8->-1 [9] -1/-1/-1->8->15 [10] 9/-1/-1->8->15 [11] 9/-1/-1->8->15 [12] 9/-1/-1->8->15 [13] 9/-1/-1->8->15 [14] 9/-1/-1->8->15 [15] 9/-1/-1->8->15 +t-20260522071024-s2ss5-worker-1:10494:10596 [0] NCCL INFO P2P Chunksize set to 131072 +t-20260522071024-s2ss5-worker-1:10501:10669 [7] NCCL INFO [Proxy Service] Device 7 CPU core 176 +t-20260522071024-s2ss5-worker-1:10497:10670 [3] NCCL INFO [Proxy Service] Device 3 CPU core 69 +t-20260522071024-s2ss5-worker-1:10501:10673 [7] NCCL INFO [Proxy Service UDS] Device 7 CPU core 94 +t-20260522071024-s2ss5-worker-1:10495:10674 [1] NCCL INFO [Proxy Service] Device 1 CPU core 24 +t-20260522071024-s2ss5-worker-1:10497:10675 [3] NCCL INFO [Proxy Service UDS] Device 3 CPU core 70 +t-20260522071024-s2ss5-worker-1:10500:10671 [6] NCCL INFO [Proxy Service] Device 6 CPU core 92 +t-20260522071024-s2ss5-worker-1:10496:10672 [2] NCCL INFO [Proxy Service] Device 2 CPU core 2 +t-20260522071024-s2ss5-worker-1:10494:10676 [0] NCCL INFO [Proxy Service] Device 0 CPU core 80 +t-20260522071024-s2ss5-worker-1:10500:10677 [6] NCCL INFO [Proxy Service UDS] Device 6 CPU core 96 +t-20260522071024-s2ss5-worker-1:10496:10678 [2] NCCL INFO [Proxy Service UDS] Device 2 CPU core 4 +t-20260522071024-s2ss5-worker-1:10495:10679 [1] NCCL INFO [Proxy Service UDS] Device 1 CPU core 27 +t-20260522071024-s2ss5-worker-1:10494:10680 [0] NCCL INFO [Proxy Service UDS] Device 0 CPU core 82 +t-20260522071024-s2ss5-worker-1:10498:10681 [4] NCCL INFO [Proxy Service] Device 4 CPU core 102 +t-20260522071024-s2ss5-worker-1:10498:10684 [4] NCCL INFO [Proxy Service UDS] Device 4 CPU core 106 +t-20260522071024-s2ss5-worker-1:10499:10682 [5] NCCL INFO [Proxy Service] Device 5 CPU core 102 +t-20260522071024-s2ss5-worker-1:10499:10683 [5] NCCL INFO [Proxy Service UDS] Device 5 CPU core 106 +t-20260522071024-s2ss5-worker-1:10494:10596 [0] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260522071024-s2ss5-worker-1:10494:10596 [0] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260522071024-s2ss5-worker-1:10497:10594 [3] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260522071024-s2ss5-worker-1:10497:10594 [3] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260522071024-s2ss5-worker-1:10501:10593 [7] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260522071024-s2ss5-worker-1:10501:10593 [7] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260522071024-s2ss5-worker-1:10496:10595 [2] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260522071024-s2ss5-worker-1:10496:10595 [2] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260522071024-s2ss5-worker-1:10499:10591 [5] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260522071024-s2ss5-worker-1:10495:10590 [1] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260522071024-s2ss5-worker-1:10495:10590 [1] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260522071024-s2ss5-worker-1:10499:10591 [5] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260522071024-s2ss5-worker-1:10500:10589 [6] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260522071024-s2ss5-worker-1:10500:10589 [6] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260522071024-s2ss5-worker-1:10498:10592 [4] NCCL INFO threadThresholds 8/8/64 | 128/8/64 | 512 | 512 +t-20260522071024-s2ss5-worker-1:10498:10592 [4] NCCL INFO 16 coll channels, 16 collnet channels, 16 nvls channels, 16 p2p channels, 2 p2p channels per peer +t-20260522071024-s2ss5-worker-1:10498:10592 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260522071024-s2ss5-worker-1:10501:10593 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260522071024-s2ss5-worker-1:10500:10589 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260522071024-s2ss5-worker-1:10495:10590 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260522071024-s2ss5-worker-1:10498:10592 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260522071024-s2ss5-worker-1:10501:10593 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260522071024-s2ss5-worker-1:10500:10589 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260522071024-s2ss5-worker-1:10495:10590 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260522071024-s2ss5-worker-1:10500:10589 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260522071024-s2ss5-worker-1:10499:10591 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260522071024-s2ss5-worker-1:10496:10595 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260522071024-s2ss5-worker-1:10500:10589 [6] NCCL INFO ncclCommInitRankConfig comm 0xb316d40 rank 14 nranks 16 cudaDev 6 nvmlDev 6 busId 73020 commId 0x882ca0c307e5accf - Init COMPLETE +t-20260522071024-s2ss5-worker-1:10498:10592 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260522071024-s2ss5-worker-1:10501:10593 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260522071024-s2ss5-worker-1:10494:10596 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260522071024-s2ss5-worker-1:10497:10594 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol. +t-20260522071024-s2ss5-worker-1:10495:10590 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260522071024-s2ss5-worker-1:10498:10592 [4] NCCL INFO ncclCommInitRankConfig comm 0xa98b680 rank 12 nranks 16 cudaDev 4 nvmlDev 4 busId 6f020 commId 0x882ca0c307e5accf - Init COMPLETE +t-20260522071024-s2ss5-worker-1:10499:10591 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260522071024-s2ss5-worker-1:10496:10595 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260522071024-s2ss5-worker-1:10501:10593 [7] NCCL INFO ncclCommInitRankConfig comm 0x9fa6c40 rank 15 nranks 16 cudaDev 7 nvmlDev 7 busId 75020 commId 0x882ca0c307e5accf - Init COMPLETE +t-20260522071024-s2ss5-worker-1:10494:10596 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260522071024-s2ss5-worker-1:10497:10594 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol. +t-20260522071024-s2ss5-worker-1:10498:10592 [4] NCCL INFO Init timings - ncclCommInitRankConfig: rank 12 nranks 16 total 2.19 (kernels 0.20, alloc 1.05, bootstrap 0.08, allgathers 0.00, topo 0.53, graphs 0.02, connections 0.31, rest 0.00) +t-20260522071024-s2ss5-worker-1:10494:10596 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260522071024-s2ss5-worker-1:10495:10590 [1] NCCL INFO ncclCommInitRankConfig comm 0xb483240 rank 9 nranks 16 cudaDev 1 nvmlDev 1 busId 67020 commId 0x882ca0c307e5accf - Init COMPLETE +t-20260522071024-s2ss5-worker-1:10500:10589 [6] NCCL INFO Init timings - ncclCommInitRankConfig: rank 14 nranks 16 total 2.19 (kernels 0.20, alloc 1.03, bootstrap 0.10, allgathers 0.01, topo 0.53, graphs 0.01, connections 0.31, rest 0.00) +t-20260522071024-s2ss5-worker-1:10499:10591 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260522071024-s2ss5-worker-1:10496:10595 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260522071024-s2ss5-worker-1:10497:10594 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead. +t-20260522071024-s2ss5-worker-1:10501:10593 [7] NCCL INFO Init timings - ncclCommInitRankConfig: rank 15 nranks 16 total 2.19 (kernels 0.20, alloc 1.05, bootstrap 0.07, allgathers 0.01, topo 0.53, graphs 0.01, connections 0.31, rest 0.00) +t-20260522071024-s2ss5-worker-1:10494:10596 [0] NCCL INFO ncclCommInitRankConfig comm 0x112c9ec0 rank 8 nranks 16 cudaDev 0 nvmlDev 0 busId 65040 commId 0x882ca0c307e5accf - Init COMPLETE +t-20260522071024-s2ss5-worker-1:10499:10591 [5] NCCL INFO ncclCommInitRankConfig comm 0xab28b40 rank 13 nranks 16 cudaDev 5 nvmlDev 5 busId 71020 commId 0x882ca0c307e5accf - Init COMPLETE +t-20260522071024-s2ss5-worker-1:10496:10595 [2] NCCL INFO ncclCommInitRankConfig comm 0xb7e7080 rank 10 nranks 16 cudaDev 2 nvmlDev 2 busId 69020 commId 0x882ca0c307e5accf - Init COMPLETE +t-20260522071024-s2ss5-worker-1:10497:10594 [3] NCCL INFO ncclCommInitRankConfig comm 0xabfd080 rank 11 nranks 16 cudaDev 3 nvmlDev 3 busId 6b020 commId 0x882ca0c307e5accf - Init COMPLETE +t-20260522071024-s2ss5-worker-1:10495:10590 [1] NCCL INFO Init timings - ncclCommInitRankConfig: rank 9 nranks 16 total 2.19 (kernels 0.20, alloc 1.05, bootstrap 0.08, allgathers 0.01, topo 0.53, graphs 0.01, connections 0.31, rest 0.00) +t-20260522071024-s2ss5-worker-1:10494:10596 [0] NCCL INFO Init timings - ncclCommInitRankConfig: rank 8 nranks 16 total 2.19 (kernels 0.20, alloc 1.05, bootstrap 0.07, allgathers 0.01, topo 0.53, graphs 0.01, connections 0.31, rest 0.00) +t-20260522071024-s2ss5-worker-1:10499:10591 [5] NCCL INFO Init timings - ncclCommInitRankConfig: rank 13 nranks 16 total 2.19 (kernels 0.20, alloc 1.02, bootstrap 0.10, allgathers 0.01, topo 0.53, graphs 0.02, connections 0.31, rest 0.00) +t-20260522071024-s2ss5-worker-1:10497:10594 [3] NCCL INFO Init timings - ncclCommInitRankConfig: rank 11 nranks 16 total 2.19 (kernels 0.20, alloc 1.05, bootstrap 0.07, allgathers 0.01, topo 0.53, graphs 0.01, connections 0.31, rest 0.00) +t-20260522071024-s2ss5-worker-1:10496:10595 [2] NCCL INFO Init timings - ncclCommInitRankConfig: rank 10 nranks 16 total 2.19 (kernels 0.20, alloc 1.05, bootstrap 0.07, allgathers 0.01, topo 0.53, graphs 0.01, connections 0.31, rest 0.00) +t-20260522071024-s2ss5-worker-1:10494:10689 [0] NCCL INFO Channel 02/0 : 8[0] -> 9[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10494:10689 [0] NCCL INFO Channel 04/0 : 8[0] -> 9[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10494:10689 [0] NCCL INFO Channel 06/0 : 8[0] -> 9[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10494:10689 [0] NCCL INFO Channel 10/0 : 8[0] -> 9[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10494:10689 [0] NCCL INFO Channel 12/0 : 8[0] -> 9[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10494:10689 [0] NCCL INFO Channel 14/0 : 8[0] -> 9[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10498:10686 [4] NCCL INFO Channel 00/0 : 12[4] -> 13[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10498:10686 [4] NCCL INFO Channel 02/0 : 12[4] -> 13[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10498:10686 [4] NCCL INFO Channel 06/0 : 12[4] -> 13[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10499:10690 [5] NCCL INFO Channel 00/0 : 13[5] -> 14[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10498:10686 [4] NCCL INFO Channel 08/0 : 12[4] -> 13[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10499:10690 [5] NCCL INFO Channel 02/0 : 13[5] -> 14[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10498:10686 [4] NCCL INFO Channel 10/0 : 12[4] -> 13[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10499:10690 [5] NCCL INFO Channel 04/0 : 13[5] -> 14[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10498:10686 [4] NCCL INFO Channel 14/0 : 12[4] -> 13[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10495:10692 [1] NCCL INFO Channel 00/0 : 9[1] -> 10[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10499:10690 [5] NCCL INFO Channel 06/0 : 13[5] -> 14[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10495:10692 [1] NCCL INFO Channel 02/0 : 9[1] -> 10[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10497:10688 [3] NCCL INFO Channel 00/0 : 11[3] -> 12[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10499:10690 [5] NCCL INFO Channel 08/0 : 13[5] -> 14[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10495:10692 [1] NCCL INFO Channel 04/0 : 9[1] -> 10[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10497:10688 [3] NCCL INFO Channel 02/0 : 11[3] -> 12[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10499:10690 [5] NCCL INFO Channel 10/0 : 13[5] -> 14[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10495:10692 [1] NCCL INFO Channel 06/0 : 9[1] -> 10[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10497:10688 [3] NCCL INFO Channel 04/0 : 11[3] -> 12[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10499:10690 [5] NCCL INFO Channel 12/0 : 13[5] -> 14[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10495:10692 [1] NCCL INFO Channel 08/0 : 9[1] -> 10[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10497:10688 [3] NCCL INFO Channel 06/0 : 11[3] -> 12[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10499:10690 [5] NCCL INFO Channel 14/0 : 13[5] -> 14[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10495:10692 [1] NCCL INFO Channel 10/0 : 9[1] -> 10[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10497:10688 [3] NCCL INFO Channel 08/0 : 11[3] -> 12[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10495:10692 [1] NCCL INFO Channel 12/0 : 9[1] -> 10[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10497:10688 [3] NCCL INFO Channel 10/0 : 11[3] -> 12[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10496:10687 [2] NCCL INFO Channel 00/0 : 10[2] -> 11[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10495:10692 [1] NCCL INFO Channel 14/0 : 9[1] -> 10[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10497:10688 [3] NCCL INFO Channel 12/0 : 11[3] -> 12[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10496:10687 [2] NCCL INFO Channel 04/0 : 10[2] -> 11[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10500:10691 [6] NCCL INFO Channel 00/0 : 14[6] -> 15[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10494:10689 [0] NCCL INFO Channel 01/0 : 8[0] -> 15[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10497:10688 [3] NCCL INFO Channel 14/0 : 11[3] -> 12[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10496:10687 [2] NCCL INFO Channel 06/0 : 10[2] -> 11[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10500:10691 [6] NCCL INFO Channel 02/0 : 14[6] -> 15[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10494:10689 [0] NCCL INFO Channel 03/0 : 8[0] -> 15[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10496:10687 [2] NCCL INFO Channel 08/0 : 10[2] -> 11[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10500:10691 [6] NCCL INFO Channel 04/0 : 14[6] -> 15[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10494:10689 [0] NCCL INFO Channel 05/0 : 8[0] -> 15[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10496:10687 [2] NCCL INFO Channel 12/0 : 10[2] -> 11[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10500:10691 [6] NCCL INFO Channel 08/0 : 14[6] -> 15[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10494:10689 [0] NCCL INFO Channel 07/0 : 8[0] -> 15[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10496:10687 [2] NCCL INFO Channel 14/0 : 10[2] -> 11[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10500:10691 [6] NCCL INFO Channel 10/0 : 14[6] -> 15[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10494:10689 [0] NCCL INFO Channel 09/0 : 8[0] -> 15[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10500:10691 [6] NCCL INFO Channel 12/0 : 14[6] -> 15[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10494:10689 [0] NCCL INFO Channel 11/0 : 8[0] -> 15[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10494:10689 [0] NCCL INFO Channel 13/0 : 8[0] -> 15[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10494:10689 [0] NCCL INFO Channel 15/0 : 8[0] -> 15[7] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10498:10686 [4] NCCL INFO Channel 05/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10692 [1] NCCL INFO Channel 00/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10693 [4] NCCL INFO [Proxy Progress] Device 4 CPU core 108 +t-20260522071024-s2ss5-worker-1:10495:10694 [1] NCCL INFO [Proxy Progress] Device 1 CPU core 27 +t-20260522071024-s2ss5-worker-1:10496:10687 [2] NCCL INFO Channel 03/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10695 [2] NCCL INFO [Proxy Progress] Device 2 CPU core 5 +t-20260522071024-s2ss5-worker-1:10499:10690 [5] NCCL INFO Channel 04/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10696 [5] NCCL INFO [Proxy Progress] Device 5 CPU core 106 +t-20260522071024-s2ss5-worker-1:10497:10688 [3] NCCL INFO Channel 02/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10697 [3] NCCL INFO [Proxy Progress] Device 3 CPU core 68 +t-20260522071024-s2ss5-worker-1:10496:10687 [2] NCCL INFO Channel 11/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10686 [4] NCCL INFO Channel 13/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10690 [5] NCCL INFO Channel 12/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10687 [2] NCCL INFO Channel 02/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10686 [4] NCCL INFO Channel 04/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10687 [2] NCCL INFO Channel 10/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10688 [3] NCCL INFO Channel 10/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10686 [4] NCCL INFO Channel 12/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10698 [6] NCCL INFO [Proxy Progress] Device 6 CPU core 94 +t-20260522071024-s2ss5-worker-1:10497:10688 [3] NCCL INFO Channel 03/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10688 [3] NCCL INFO Channel 11/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10692 [1] NCCL INFO Channel 08/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10692 [1] NCCL INFO Channel 01/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10692 [1] NCCL INFO Channel 09/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10699 [0] NCCL INFO [Proxy Progress] Device 0 CPU core 84 +t-20260522071024-s2ss5-worker-1:10496:10687 [2] NCCL INFO Channel 01/0 : 10[2] -> 9[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10498:10686 [4] NCCL INFO Channel 01/0 : 12[4] -> 11[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10496:10687 [2] NCCL INFO Channel 03/0 : 10[2] -> 9[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10498:10686 [4] NCCL INFO Channel 03/0 : 12[4] -> 11[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10501:10685 [7] NCCL INFO Channel 06/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10700 [7] NCCL INFO [Proxy Progress] Device 7 CPU core 178 +t-20260522071024-s2ss5-worker-1:10496:10687 [2] NCCL INFO Channel 05/0 : 10[2] -> 9[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10498:10686 [4] NCCL INFO Channel 05/0 : 12[4] -> 11[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10497:10688 [3] NCCL INFO Channel 01/0 : 11[3] -> 10[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10495:10692 [1] NCCL INFO Channel 03/0 : 9[1] -> 8[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10496:10687 [2] NCCL INFO Channel 07/0 : 10[2] -> 9[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10498:10686 [4] NCCL INFO Channel 07/0 : 12[4] -> 11[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10497:10688 [3] NCCL INFO Channel 05/0 : 11[3] -> 10[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10495:10692 [1] NCCL INFO Channel 05/0 : 9[1] -> 8[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10496:10687 [2] NCCL INFO Channel 09/0 : 10[2] -> 9[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10498:10686 [4] NCCL INFO Channel 09/0 : 12[4] -> 11[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10497:10688 [3] NCCL INFO Channel 07/0 : 11[3] -> 10[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10495:10692 [1] NCCL INFO Channel 07/0 : 9[1] -> 8[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10496:10687 [2] NCCL INFO Channel 11/0 : 10[2] -> 9[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10498:10686 [4] NCCL INFO Channel 11/0 : 12[4] -> 11[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10497:10688 [3] NCCL INFO Channel 09/0 : 11[3] -> 10[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10495:10692 [1] NCCL INFO Channel 11/0 : 9[1] -> 8[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10496:10687 [2] NCCL INFO Channel 13/0 : 10[2] -> 9[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10498:10686 [4] NCCL INFO Channel 13/0 : 12[4] -> 11[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10497:10688 [3] NCCL INFO Channel 13/0 : 11[3] -> 10[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10499:10690 [5] NCCL INFO Channel 05/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10692 [1] NCCL INFO Channel 13/0 : 9[1] -> 8[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10499:10690 [5] NCCL INFO Channel 13/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10687 [2] NCCL INFO Channel 15/0 : 10[2] -> 9[1] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10498:10686 [4] NCCL INFO Channel 15/0 : 12[4] -> 11[3] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10497:10688 [3] NCCL INFO Channel 15/0 : 11[3] -> 10[2] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10495:10692 [1] NCCL INFO Channel 15/0 : 9[1] -> 8[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10494:10689 [0] NCCL INFO Channel 01/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10689 [0] NCCL INFO Channel 09/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10689 [0] NCCL INFO Channel 00/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10689 [0] NCCL INFO Channel 08/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10690 [5] NCCL INFO Channel 01/0 : 13[5] -> 12[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10499:10690 [5] NCCL INFO Channel 03/0 : 13[5] -> 12[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10499:10690 [5] NCCL INFO Channel 07/0 : 13[5] -> 12[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10499:10690 [5] NCCL INFO Channel 09/0 : 13[5] -> 12[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10499:10690 [5] NCCL INFO Channel 11/0 : 13[5] -> 12[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10499:10690 [5] NCCL INFO Channel 15/0 : 13[5] -> 12[4] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10501:10685 [7] NCCL INFO Channel 14/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10685 [7] NCCL INFO Channel 07/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10685 [7] NCCL INFO Channel 15/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10685 [7] NCCL INFO Channel 00/0 : 15[7] -> 8[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10501:10685 [7] NCCL INFO Channel 02/0 : 15[7] -> 8[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10500:10691 [6] NCCL INFO Channel 07/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10691 [6] NCCL INFO Channel 15/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10691 [6] NCCL INFO Channel 06/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10691 [6] NCCL INFO Channel 14/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10685 [7] NCCL INFO Channel 04/0 : 15[7] -> 8[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10501:10685 [7] NCCL INFO Channel 06/0 : 15[7] -> 8[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10501:10685 [7] NCCL INFO Channel 08/0 : 15[7] -> 8[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10501:10685 [7] NCCL INFO Channel 10/0 : 15[7] -> 8[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10501:10685 [7] NCCL INFO Channel 12/0 : 15[7] -> 8[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10500:10691 [6] NCCL INFO Channel 01/0 : 14[6] -> 13[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10501:10685 [7] NCCL INFO Channel 14/0 : 15[7] -> 8[0] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10500:10691 [6] NCCL INFO Channel 03/0 : 14[6] -> 13[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10500:10691 [6] NCCL INFO Channel 05/0 : 14[6] -> 13[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10501:10685 [7] NCCL INFO Channel 01/0 : 15[7] -> 14[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10501:10685 [7] NCCL INFO Channel 03/0 : 15[7] -> 14[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10501:10685 [7] NCCL INFO Channel 05/0 : 15[7] -> 14[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10501:10685 [7] NCCL INFO Channel 09/0 : 15[7] -> 14[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10501:10685 [7] NCCL INFO Channel 11/0 : 15[7] -> 14[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10500:10691 [6] NCCL INFO Channel 07/0 : 14[6] -> 13[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10501:10685 [7] NCCL INFO Channel 13/0 : 15[7] -> 14[6] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10500:10691 [6] NCCL INFO Channel 09/0 : 14[6] -> 13[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10500:10691 [6] NCCL INFO Channel 11/0 : 14[6] -> 13[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10500:10691 [6] NCCL INFO Channel 13/0 : 14[6] -> 13[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10500:10691 [6] NCCL INFO Channel 15/0 : 14[6] -> 13[5] via P2P/CUMEM +t-20260522071024-s2ss5-worker-1:10497:10670 [3] NCCL INFO NCCL_IB_GID_INDEX set by environment to 7. +t-20260522071024-s2ss5-worker-1:10497:10670 [3] NCCL INFO NCCL_IB_TIMEOUT set by environment to 23. +t-20260522071024-s2ss5-worker-1:10497:10670 [3] NCCL INFO NCCL_IB_RETRY_CNT set by environment to 7. +t-20260522071024-s2ss5-worker-1:10496:10672 [2] NCCL INFO NCCL_IB_GID_INDEX set by environment to 7. +t-20260522071024-s2ss5-worker-1:10496:10672 [2] NCCL INFO NCCL_IB_TIMEOUT set by environment to 23. +t-20260522071024-s2ss5-worker-1:10496:10672 [2] NCCL INFO NCCL_IB_RETRY_CNT set by environment to 7. +t-20260522071024-s2ss5-worker-1:10498:10681 [4] NCCL INFO NCCL_IB_GID_INDEX set by environment to 7. +t-20260522071024-s2ss5-worker-1:10498:10681 [4] NCCL INFO NCCL_IB_TIMEOUT set by environment to 23. +t-20260522071024-s2ss5-worker-1:10498:10681 [4] NCCL INFO NCCL_IB_RETRY_CNT set by environment to 7. +t-20260522071024-s2ss5-worker-1:10495:10674 [1] NCCL INFO NCCL_IB_GID_INDEX set by environment to 7. +t-20260522071024-s2ss5-worker-1:10495:10674 [1] NCCL INFO NCCL_IB_TIMEOUT set by environment to 23. +t-20260522071024-s2ss5-worker-1:10495:10674 [1] NCCL INFO NCCL_IB_RETRY_CNT set by environment to 7. +t-20260522071024-s2ss5-worker-1:10501:10669 [7] NCCL INFO NCCL_IB_GID_INDEX set by environment to 7. +t-20260522071024-s2ss5-worker-1:10501:10669 [7] NCCL INFO NCCL_IB_TIMEOUT set by environment to 23. +t-20260522071024-s2ss5-worker-1:10501:10669 [7] NCCL INFO NCCL_IB_RETRY_CNT set by environment to 7. +t-20260522071024-s2ss5-worker-1:10494:10676 [0] NCCL INFO NCCL_IB_GID_INDEX set by environment to 7. +t-20260522071024-s2ss5-worker-1:10500:10671 [6] NCCL INFO NCCL_IB_GID_INDEX set by environment to 7. +t-20260522071024-s2ss5-worker-1:10494:10676 [0] NCCL INFO NCCL_IB_TIMEOUT set by environment to 23. +t-20260522071024-s2ss5-worker-1:10494:10676 [0] NCCL INFO NCCL_IB_RETRY_CNT set by environment to 7. +t-20260522071024-s2ss5-worker-1:10499:10682 [5] NCCL INFO NCCL_IB_GID_INDEX set by environment to 7. +t-20260522071024-s2ss5-worker-1:10500:10671 [6] NCCL INFO NCCL_IB_TIMEOUT set by environment to 23. +t-20260522071024-s2ss5-worker-1:10500:10671 [6] NCCL INFO NCCL_IB_RETRY_CNT set by environment to 7. +t-20260522071024-s2ss5-worker-1:10499:10682 [5] NCCL INFO NCCL_IB_TIMEOUT set by environment to 23. +t-20260522071024-s2ss5-worker-1:10499:10682 [5] NCCL INFO NCCL_IB_RETRY_CNT set by environment to 7. +t-20260522071024-s2ss5-worker-1:10496:10687 [2] NCCL INFO Connected all rings, use ring PXN 0 GDR 1 +t-20260522071024-s2ss5-worker-1:10501:10685 [7] NCCL INFO Connected all rings, use ring PXN 0 GDR 1 +t-20260522071024-s2ss5-worker-1:10500:10691 [6] NCCL INFO Connected all rings, use ring PXN 0 GDR 1 +t-20260522071024-s2ss5-worker-1:10499:10690 [5] NCCL INFO Connected all rings, use ring PXN 0 GDR 1 +t-20260522071024-s2ss5-worker-1:10498:10686 [4] NCCL INFO Connected all rings, use ring PXN 0 GDR 1 +t-20260522071024-s2ss5-worker-1:10497:10688 [3] NCCL INFO Connected all rings, use ring PXN 0 GDR 1 +t-20260522071024-s2ss5-worker-1:10494:10689 [0] NCCL INFO Connected all rings, use ring PXN 0 GDR 1 +t-20260522071024-s2ss5-worker-1:10495:10692 [1] NCCL INFO Connected all rings, use ring PXN 0 GDR 1 +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO NVLS comm 0xabfd080 headRank 3 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO NVLS comm 0x9fa6c40 headRank 7 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO NVLS comm 0x112c9ec0 headRank 0 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO NVLS comm 0xb316d40 headRank 6 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO NVLS comm 0xa98b680 headRank 4 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO NVLS comm 0xb7e7080 headRank 2 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO NVLS comm 0xb483240 headRank 1 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO NVLS comm 0xab28b40 headRank 5 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456 +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 00/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 01/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 00/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 00/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 00/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 00/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 01/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 02/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 01/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 01/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 01/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 00/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 01/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 02/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 03/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 03/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 02/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 02/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 02/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 01/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 03/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 04/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 04/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 04/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 03/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 03/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 02/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 05/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 05/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 05/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 05/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 04/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 04/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 06/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 06/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 03/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 06/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 06/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 05/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 05/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 07/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 07/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 04/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 07/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 07/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 07/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 06/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 08/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 09/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 08/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 06/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 08/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 08/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 08/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 09/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 10/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 09/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 09/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 07/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 09/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 09/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 10/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 11/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 10/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 11/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 08/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 10/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 11/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 10/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 12/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 12/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 11/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 00/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 12/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 09/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 13/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 11/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 13/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 13/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 12/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 13/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 10/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 14/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 02/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 12/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 14/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 14/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 14/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 13/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 15/0 : 5[5] -> 13[5] [receive] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 11/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 13/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 15/0 : 2[2] -> 10[2] [receive] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 15/0 : 1[1] -> 9[1] [receive] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 03/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 15/0 : 3[3] -> 11[3] [receive] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 14/0 : 6[6] -> 14[6] [receive] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 00/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 15/0 : 7[7] -> 15[7] [receive] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 12/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 00/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 00/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 04/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 01/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 00/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 00/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 01/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 00/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 02/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 02/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 14/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 05/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 01/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 01/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 03/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 01/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 03/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 03/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 06/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 02/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 15/0 : 4[4] -> 12[4] [receive] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 04/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 02/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 02/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 04/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 03/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 04/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 07/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 05/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 00/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 04/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 03/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 06/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 04/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 05/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 08/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 06/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 04/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 07/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 05/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 01/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 05/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 06/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 07/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 10/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 05/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 08/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 06/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 02/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 07/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 07/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 08/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 06/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 09/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 11/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 07/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 08/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 08/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 03/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 09/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 08/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 10/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 12/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 08/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 09/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 10/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 05/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 09/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 11/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 11/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 09/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 11/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 10/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 13/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 10/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 12/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 12/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 06/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 10/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 11/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 12/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 11/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 14/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 13/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 14/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 07/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 12/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 13/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 12/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 12/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Channel 15/0 : 13[5] -> 5[5] [send] via NET/IBext_v9/13/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 14/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 15/0 : 0[0] -> 8[0] [receive] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 08/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 13/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 14/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 13/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 13/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Channel 15/0 : 10[2] -> 2[2] [send] via NET/IBext_v9/10/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 01/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Channel 15/0 : 14[6] -> 6[6] [send] via NET/IBext_v9/14/GDRDMA +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Channel 14/0 : 15[7] -> 7[7] [send] via NET/IBext_v9/15/GDRDMA +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Channel 15/0 : 9[1] -> 1[1] [send] via NET/IBext_v9/9/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 14/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 09/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 02/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Channel 15/0 : 11[3] -> 3[3] [send] via NET/IBext_v9/11/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 10/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 03/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 11/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 04/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 13/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 05/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 14/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 06/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 07/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Channel 15/0 : 12[4] -> 4[4] [send] via NET/IBext_v9/12/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 09/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 10/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 11/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 12/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 13/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 14/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Channel 15/0 : 8[0] -> 0[0] [send] via NET/IBext_v9/8/GDRDMA +t-20260522071024-s2ss5-worker-1:10497:10804 [3] NCCL INFO Connected NVLS tree +t-20260522071024-s2ss5-worker-1:10494:10807 [0] NCCL INFO Connected NVLS tree +t-20260522071024-s2ss5-worker-1:10496:10809 [2] NCCL INFO Connected NVLS tree +t-20260522071024-s2ss5-worker-1:10501:10805 [7] NCCL INFO Connected NVLS tree +t-20260522071024-s2ss5-worker-1:10500:10806 [6] NCCL INFO Connected NVLS tree +t-20260522071024-s2ss5-worker-1:10499:10811 [5] NCCL INFO Connected NVLS tree +t-20260522071024-s2ss5-worker-1:10495:10810 [1] NCCL INFO Connected NVLS tree +t-20260522071024-s2ss5-worker-1:10498:10808 [4] NCCL INFO Connected NVLS tree diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/markdown_it/common/entities.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/markdown_it/common/entities.py new file mode 100644 index 0000000000000000000000000000000000000000..14d08ec9546995f8eea3e9b83ea896f29ef020cb --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/markdown_it/common/entities.py @@ -0,0 +1,5 @@ +"""HTML5 entities map: { name -> characters }.""" + +import html.entities + +entities = {name.rstrip(";"): chars for name, chars in html.entities.html5.items()} diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/markdown_it/common/html_blocks.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/markdown_it/common/html_blocks.py new file mode 100644 index 0000000000000000000000000000000000000000..8a3b0b7d5ab7bc174a3c96cbc8976816278a6c21 --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/markdown_it/common/html_blocks.py @@ -0,0 +1,69 @@ +"""List of valid html blocks names, according to commonmark spec +http://jgm.github.io/CommonMark/spec.html#html-blocks +""" + +# see https://spec.commonmark.org/0.31.2/#html-blocks +block_names = [ + "address", + "article", + "aside", + "base", + "basefont", + "blockquote", + "body", + "caption", + "center", + "col", + "colgroup", + "dd", + "details", + "dialog", + "dir", + "div", + "dl", + "dt", + "fieldset", + "figcaption", + "figure", + "footer", + "form", + "frame", + "frameset", + "h1", + "h2", + "h3", + "h4", + "h5", + "h6", + "head", + "header", + "hr", + "html", + "iframe", + "legend", + "li", + "link", + "main", + "menu", + "menuitem", + "nav", + "noframes", + "ol", + "optgroup", + "option", + "p", + "param", + "search", + "section", + "summary", + "table", + "tbody", + "td", + "tfoot", + "th", + "thead", + "title", + "tr", + "track", + "ul", +] diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/markdown_it/common/html_re.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/markdown_it/common/html_re.py new file mode 100644 index 0000000000000000000000000000000000000000..ab822c5fc487c5a494966604a1e89b57a06e0564 --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/markdown_it/common/html_re.py @@ -0,0 +1,39 @@ +"""Regexps to match html elements""" + +import re + +attr_name = "[a-zA-Z_:][a-zA-Z0-9:._-]*" + +unquoted = "[^\"'=<>`\\x00-\\x20]+" +single_quoted = "'[^']*'" +double_quoted = '"[^"]*"' + +attr_value = "(?:" + unquoted + "|" + single_quoted + "|" + double_quoted + ")" + +attribute = "(?:\\s+" + attr_name + "(?:\\s*=\\s*" + attr_value + ")?)" + +open_tag = "<[A-Za-z][A-Za-z0-9\\-]*" + attribute + "*\\s*\\/?>" + +close_tag = "<\\/[A-Za-z][A-Za-z0-9\\-]*\\s*>" +comment = "" +processing = "<[?][\\s\\S]*?[?]>" +declaration = "]*>" +cdata = "" + +HTML_TAG_RE = re.compile( + "^(?:" + + open_tag + + "|" + + close_tag + + "|" + + comment + + "|" + + processing + + "|" + + declaration + + "|" + + cdata + + ")" +) +HTML_OPEN_CLOSE_TAG_STR = "^(?:" + open_tag + "|" + close_tag + ")" +HTML_OPEN_CLOSE_TAG_RE = re.compile(HTML_OPEN_CLOSE_TAG_STR) diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/markdown_it/common/normalize_url.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/markdown_it/common/normalize_url.py new file mode 100644 index 0000000000000000000000000000000000000000..92720b31621b0f6b4ac853179d886cb58e4e2f36 --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/markdown_it/common/normalize_url.py @@ -0,0 +1,81 @@ +from __future__ import annotations + +from collections.abc import Callable +from contextlib import suppress +import re +from urllib.parse import quote, unquote, urlparse, urlunparse # noqa: F401 + +import mdurl + +from .. import _punycode + +RECODE_HOSTNAME_FOR = ("http:", "https:", "mailto:") + + +def normalizeLink(url: str) -> str: + """Normalize destination URLs in links + + :: + + [label]: destination 'title' + ^^^^^^^^^^^ + """ + parsed = mdurl.parse(url, slashes_denote_host=True) + + # Encode hostnames in urls like: + # `http://host/`, `https://host/`, `mailto:user@host`, `//host/` + # + # We don't encode unknown schemas, because it's likely that we encode + # something we shouldn't (e.g. `skype:name` treated as `skype:host`) + # + if parsed.hostname and ( + not parsed.protocol or parsed.protocol in RECODE_HOSTNAME_FOR + ): + with suppress(Exception): + parsed = parsed._replace(hostname=_punycode.to_ascii(parsed.hostname)) + + return mdurl.encode(mdurl.format(parsed)) + + +def normalizeLinkText(url: str) -> str: + """Normalize autolink content + + :: + + + ~~~~~~~~~~~ + """ + parsed = mdurl.parse(url, slashes_denote_host=True) + + # Encode hostnames in urls like: + # `http://host/`, `https://host/`, `mailto:user@host`, `//host/` + # + # We don't encode unknown schemas, because it's likely that we encode + # something we shouldn't (e.g. `skype:name` treated as `skype:host`) + # + if parsed.hostname and ( + not parsed.protocol or parsed.protocol in RECODE_HOSTNAME_FOR + ): + with suppress(Exception): + parsed = parsed._replace(hostname=_punycode.to_unicode(parsed.hostname)) + + # add '%' to exclude list because of https://github.com/markdown-it/markdown-it/issues/720 + return mdurl.decode(mdurl.format(parsed), mdurl.DECODE_DEFAULT_CHARS + "%") + + +BAD_PROTO_RE = re.compile(r"^(vbscript|javascript|file|data):") +GOOD_DATA_RE = re.compile(r"^data:image\/(gif|png|jpeg|webp);") + + +def validateLink(url: str, validator: Callable[[str], bool] | None = None) -> bool: + """Validate URL link is allowed in output. + + This validator can prohibit more than really needed to prevent XSS. + It's a tradeoff to keep code simple and to be secure by default. + + Note: url should be normalized at this point, and existing entities decoded. + """ + if validator is not None: + return validator(url) + url = url.strip().lower() + return bool(GOOD_DATA_RE.search(url)) if BAD_PROTO_RE.search(url) else True diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/olmo2/__init__.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/olmo2/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e2161a4948b5e32f600af135c33330c2e2c353c7 --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/olmo2/__init__.py @@ -0,0 +1,27 @@ +# Copyright 2024 EleutherAI and The HuggingFace Inc. team. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from typing import TYPE_CHECKING + +from ...utils import _LazyModule +from ...utils.import_utils import define_import_structure + + +if TYPE_CHECKING: + from .configuration_olmo2 import * + from .modeling_olmo2 import * +else: + import sys + + _file = globals()["__file__"] + sys.modules[__name__] = _LazyModule(__name__, _file, define_import_structure(_file), module_spec=__spec__) diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/olmo2/configuration_olmo2.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/olmo2/configuration_olmo2.py new file mode 100644 index 0000000000000000000000000000000000000000..f879c0b8367f44047b58a449d812f92882cd4eca --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/olmo2/configuration_olmo2.py @@ -0,0 +1,96 @@ +# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 +# This file was automatically generated from src/transformers/models/olmo2/modular_olmo2.py. +# Do NOT edit this file manually as any edits will be overwritten by the generation of +# the file from the modular. If any change should be done, please apply the change to the +# modular_olmo2.py file directly. One of our CI enforces this. +# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 +# Copyright 2024 HuggingFace Inc. team. All rights reserved. +# +# This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX +# and OPT implementations in this library. It has been modified from its +# original forms to accommodate minor architectural differences compared +# to GPT-NeoX and OPT used by the Meta AI team that trained the model. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from huggingface_hub.dataclasses import strict + +from ...configuration_utils import PreTrainedConfig +from ...modeling_rope_utils import RopeParameters +from ...utils import auto_docstring + + +@auto_docstring(checkpoint="allenai/Olmo2-7B-1124-hf") +@strict +class Olmo2Config(PreTrainedConfig): + r""" + Example: + + ```python + >>> from transformers import Olmo2Model, Olmo2Config + + >>> # Initializing a Olmo2 7B style configuration + >>> configuration = Olmo2Config() + + >>> # Initializing a model from the Olmo2 7B style configuration + >>> model = Olmo2Model(configuration) + + >>> # Accessing the model configuration + >>> configuration = model.config + ``` + """ + + model_type = "olmo2" + keys_to_ignore_at_inference = ["past_key_values"] + base_model_tp_plan = { + "layers.*.self_attn.q_proj": "colwise_gather_output", # we need to replicate here due to the added norm on q and k + "layers.*.self_attn.k_proj": "colwise_gather_output", # we need to replicate here due to the added norm on q and k + "layers.*.self_attn.v_proj": "colwise_gather_output", # we need to replicate here due to the added norm on q and k + "layers.*.self_attn.o_proj": "rowwise_split_input", # input is replicated due to the added norm on q and k + "layers.*.mlp.gate_proj": "colwise", + "layers.*.mlp.up_proj": "colwise", + "layers.*.mlp.down_proj": "rowwise", + } + base_model_pp_plan = { + "embed_tokens": (["input_ids"], ["inputs_embeds"]), + "layers": (["hidden_states", "attention_mask"], ["hidden_states"]), + "norm": (["hidden_states"], ["hidden_states"]), + } + + vocab_size: int = 50304 + hidden_size: int = 4096 + intermediate_size: int = 11008 + num_hidden_layers: int = 32 + num_attention_heads: int = 32 + num_key_value_heads: int | None = None + hidden_act: str = "silu" + max_position_embeddings: int = 2048 + initializer_range: float = 0.02 + use_cache: bool = True + pad_token_id: int | None = 1 + bos_token_id: int | None = None + eos_token_id: int | list[int] | None = 50279 + tie_word_embeddings: bool = False + rope_parameters: RopeParameters | dict | None = None + attention_bias: bool = False + attention_dropout: float | int = 0.0 + + rms_norm_eps: float = 1e-5 + + def __post_init__(self, **kwargs): + if self.num_key_value_heads is None: + self.num_key_value_heads = self.num_attention_heads + super().__post_init__(**kwargs) + + +__all__ = ["Olmo2Config"] diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/olmo2/modeling_olmo2.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/olmo2/modeling_olmo2.py new file mode 100644 index 0000000000000000000000000000000000000000..9901212ff737647a62280b44981249b8a243b7ea --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/olmo2/modeling_olmo2.py @@ -0,0 +1,507 @@ +# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 +# This file was automatically generated from src/transformers/models/olmo2/modular_olmo2.py. +# Do NOT edit this file manually as any edits will be overwritten by the generation of +# the file from the modular. If any change should be done, please apply the change to the +# modular_olmo2.py file directly. One of our CI enforces this. +# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 +# Copyright 2024 HuggingFace Inc. team. All rights reserved. +# +# This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX +# and OPT implementations in this library. It has been modified from its +# original forms to accommodate minor architectural differences compared +# to GPT-NeoX and OPT used by the Meta AI team that trained the model. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from collections.abc import Callable +from typing import Optional + +import torch +import torch.nn as nn + +from transformers.utils.generic import TransformersKwargs + +from ...activations import ACT2FN +from ...cache_utils import Cache, DynamicCache +from ...generation import GenerationMixin +from ...integrations import use_kernel_forward_from_hub, use_kernelized_func +from ...masking_utils import create_causal_mask +from ...modeling_layers import GenericForSequenceClassification, GradientCheckpointingLayer +from ...modeling_outputs import BaseModelOutputWithPast, CausalLMOutputWithPast +from ...modeling_rope_utils import ROPE_INIT_FUNCTIONS, dynamic_rope_update +from ...modeling_utils import ALL_ATTENTION_FUNCTIONS, PreTrainedModel +from ...processing_utils import Unpack +from ...utils import auto_docstring, can_return_tuple +from ...utils.generic import maybe_autocast, merge_with_config_defaults +from ...utils.output_capturing import capture_outputs +from .configuration_olmo2 import Olmo2Config + + +@use_kernel_forward_from_hub("RMSNorm") +class Olmo2RMSNorm(nn.Module): + def __init__(self, hidden_size, eps: float = 1e-6) -> None: + """ + Olmo2RMSNorm is equivalent to T5LayerNorm + """ + super().__init__() + self.weight = nn.Parameter(torch.ones(hidden_size)) + self.variance_epsilon = eps + + def forward(self, hidden_states) -> torch.Tensor: + input_dtype = hidden_states.dtype + hidden_states = hidden_states.to(torch.float32) + variance = hidden_states.pow(2).mean(-1, keepdim=True) + hidden_states = hidden_states * torch.rsqrt(variance + self.variance_epsilon) + return (self.weight * hidden_states).to(input_dtype) + + def extra_repr(self): + return f"{tuple(self.weight.shape)}, eps={self.variance_epsilon}" + + +class Olmo2RotaryEmbedding(nn.Module): + inv_freq: torch.Tensor # fix linting for `register_buffer` + + def __init__(self, config: Olmo2Config, device=None): + super().__init__() + self.max_seq_len_cached = config.max_position_embeddings + self.original_max_seq_len = config.max_position_embeddings + + self.config = config + + self.rope_type = self.config.rope_parameters["rope_type"] + rope_init_fn: Callable = self.compute_default_rope_parameters + if self.rope_type != "default": + rope_init_fn = ROPE_INIT_FUNCTIONS[self.rope_type] + inv_freq, self.attention_scaling = rope_init_fn(self.config, device) + + self.register_buffer("inv_freq", inv_freq, persistent=False) + self.register_buffer("original_inv_freq", inv_freq.clone(), persistent=False) + + @staticmethod + def compute_default_rope_parameters( + config: Olmo2Config | None = None, + device: Optional["torch.device"] = None, + seq_len: int | None = None, + ) -> tuple["torch.Tensor", float]: + """ + Computes the inverse frequencies according to the original RoPE implementation + Args: + config ([`~transformers.PreTrainedConfig`]): + The model configuration. + device (`torch.device`): + The device to use for initialization of the inverse frequencies. + seq_len (`int`, *optional*): + The current sequence length. Unused for this type of RoPE. + Returns: + Tuple of (`torch.Tensor`, `float`), containing the inverse frequencies for the RoPE embeddings and the + post-processing scaling factor applied to the computed cos/sin (unused in this type of RoPE). + """ + base = config.rope_parameters["rope_theta"] + dim = getattr(config, "head_dim", None) or config.hidden_size // config.num_attention_heads + + attention_factor = 1.0 # Unused in this type of RoPE + + # Compute the inverse frequencies + inv_freq = 1.0 / ( + base ** (torch.arange(0, dim, 2, dtype=torch.int64).to(device=device, dtype=torch.float) / dim) + ) + return inv_freq, attention_factor + + @torch.no_grad() + @dynamic_rope_update # power user: used with advanced RoPE types (e.g. dynamic rope) + def forward(self, x, position_ids): + inv_freq_expanded = self.inv_freq[None, :, None].float().expand(position_ids.shape[0], -1, 1).to(x.device) + position_ids_expanded = position_ids[:, None, :].float() + + device_type = x.device.type if isinstance(x.device.type, str) and x.device.type != "mps" else "cpu" + with maybe_autocast(device_type=device_type, enabled=False): # Force float32 + freqs = (inv_freq_expanded.float() @ position_ids_expanded.float()).transpose(1, 2) + emb = torch.cat((freqs, freqs), dim=-1) + cos = emb.cos() * self.attention_scaling + sin = emb.sin() * self.attention_scaling + return cos, sin + + +def repeat_kv(hidden_states: torch.Tensor, n_rep: int) -> torch.Tensor: + """ + This is the equivalent of torch.repeat_interleave(x, dim=1, repeats=n_rep). The hidden states go from (batch, + num_key_value_heads, seqlen, head_dim) to (batch, num_attention_heads, seqlen, head_dim) + """ + batch, num_key_value_heads, slen, head_dim = hidden_states.shape + if n_rep == 1: + return hidden_states + hidden_states = hidden_states[:, :, None, :, :].expand(batch, num_key_value_heads, n_rep, slen, head_dim) + return hidden_states.reshape(batch, num_key_value_heads * n_rep, slen, head_dim) + + +def eager_attention_forward( + module: nn.Module, + query: torch.Tensor, + key: torch.Tensor, + value: torch.Tensor, + attention_mask: torch.Tensor | None, + scaling: float, + dropout: float = 0.0, + **kwargs: Unpack[TransformersKwargs], +): + key_states = repeat_kv(key, module.num_key_value_groups) + value_states = repeat_kv(value, module.num_key_value_groups) + + attn_weights = torch.matmul(query, key_states.transpose(2, 3)) * scaling + if attention_mask is not None: + attn_weights = attn_weights + attention_mask + + attn_weights = nn.functional.softmax(attn_weights, dim=-1, dtype=torch.float32).to(query.dtype) + attn_weights = nn.functional.dropout(attn_weights, p=dropout, training=module.training) + attn_output = torch.matmul(attn_weights, value_states) + attn_output = attn_output.transpose(1, 2).contiguous() + + return attn_output, attn_weights + + +def apply_rotary_pos_emb(q, k, cos, sin, unsqueeze_dim=1): + """Applies Rotary Position Embedding to the query and key tensors. + + Args: + q (`torch.Tensor`): The query tensor. + k (`torch.Tensor`): The key tensor. + cos (`torch.Tensor`): The cosine part of the rotary embedding. + sin (`torch.Tensor`): The sine part of the rotary embedding. + unsqueeze_dim (`int`, *optional*, defaults to 1): + The 'unsqueeze_dim' argument specifies the dimension along which to unsqueeze cos[position_ids] and + sin[position_ids] so that they can be properly broadcasted to the dimensions of q and k. For example, note + that cos[position_ids] and sin[position_ids] have the shape [batch_size, seq_len, head_dim]. Then, if q and + k have the shape [batch_size, heads, seq_len, head_dim], then setting unsqueeze_dim=1 makes + cos[position_ids] and sin[position_ids] broadcastable to the shapes of q and k. Similarly, if q and k have + the shape [batch_size, seq_len, heads, head_dim], then set unsqueeze_dim=2. + Returns: + `tuple(torch.Tensor)` comprising of the query and key tensors rotated using the Rotary Position Embedding. + """ + q_type, k_type = q.dtype, k.dtype + cos = cos.unsqueeze(unsqueeze_dim) + sin = sin.unsqueeze(unsqueeze_dim) + q_embed = (q * cos) + (rotate_half(q) * sin) + k_embed = (k * cos) + (rotate_half(k) * sin) + return q_embed.to(q_type), k_embed.to(k_type) + + +def rotate_half(x): + """Rotates half the hidden dims of the input.""" + x1 = x[..., : x.shape[-1] // 2] + x2 = x[..., x.shape[-1] // 2 :] + return torch.cat((-x2, x1), dim=-1) + + +@use_kernelized_func(apply_rotary_pos_emb) +class Olmo2Attention(nn.Module): + """Multi-headed attention from 'Attention Is All You Need' paper""" + + def __init__(self, config: Olmo2Config, layer_idx: int | None = None): + super().__init__() + self.config = config + self.layer_idx = layer_idx + self.head_dim = getattr(config, "head_dim", config.hidden_size // config.num_attention_heads) + self.num_key_value_groups = config.num_attention_heads // config.num_key_value_heads + self.scaling = self.head_dim**-0.5 + self.attention_dropout = config.attention_dropout + self.is_causal = True + + self.q_proj = nn.Linear( + config.hidden_size, config.num_attention_heads * self.head_dim, bias=config.attention_bias + ) + self.k_proj = nn.Linear( + config.hidden_size, config.num_key_value_heads * self.head_dim, bias=config.attention_bias + ) + self.v_proj = nn.Linear( + config.hidden_size, config.num_key_value_heads * self.head_dim, bias=config.attention_bias + ) + self.o_proj = nn.Linear( + config.num_attention_heads * self.head_dim, config.hidden_size, bias=config.attention_bias + ) + self.q_norm = Olmo2RMSNorm(config.num_attention_heads * self.head_dim, config.rms_norm_eps) + self.k_norm = Olmo2RMSNorm(config.num_key_value_heads * self.head_dim, config.rms_norm_eps) + + def forward( + self, + hidden_states: torch.Tensor, + position_embeddings: tuple[torch.Tensor, torch.Tensor], + attention_mask: torch.Tensor | None, + past_key_values: Cache | None = None, + **kwargs: Unpack[TransformersKwargs], + ) -> tuple[torch.Tensor, torch.Tensor | None]: + input_shape = hidden_states.shape[:-1] + hidden_shape = (*input_shape, -1, self.head_dim) + + query_states = self.q_norm(self.q_proj(hidden_states)) + key_states = self.k_norm(self.k_proj(hidden_states)) + value_states = self.v_proj(hidden_states) + + query_states = query_states.view(hidden_shape).transpose(1, 2) + key_states = key_states.view(hidden_shape).transpose(1, 2) + value_states = value_states.view(hidden_shape).transpose(1, 2) + + cos, sin = position_embeddings + query_states, key_states = apply_rotary_pos_emb(query_states, key_states, cos, sin) + + if past_key_values is not None: + key_states, value_states = past_key_values.update(key_states, value_states, self.layer_idx) + + attention_interface: Callable = ALL_ATTENTION_FUNCTIONS.get_interface( + self.config._attn_implementation, eager_attention_forward + ) + + attn_output, attn_weights = attention_interface( + self, + query_states, + key_states, + value_states, + attention_mask, + dropout=0.0 if not self.training else self.attention_dropout, + scaling=self.scaling, + **kwargs, + ) + + attn_output = attn_output.reshape(*input_shape, -1).contiguous() + attn_output = self.o_proj(attn_output) + return attn_output, attn_weights + + +class Olmo2MLP(nn.Module): + def __init__(self, config): + super().__init__() + self.config = config + self.hidden_size = config.hidden_size + self.intermediate_size = config.intermediate_size + self.gate_proj = nn.Linear(self.hidden_size, self.intermediate_size, bias=False) + self.up_proj = nn.Linear(self.hidden_size, self.intermediate_size, bias=False) + self.down_proj = nn.Linear(self.intermediate_size, self.hidden_size, bias=False) + self.act_fn = ACT2FN[config.hidden_act] + + def forward(self, x): + down_proj = self.down_proj(self.act_fn(self.gate_proj(x)) * self.up_proj(x)) + return down_proj + + +class Olmo2DecoderLayer(GradientCheckpointingLayer): + def __init__(self, config: Olmo2Config, layer_idx: int): + super().__init__() + self.hidden_size = config.hidden_size + self.self_attn = Olmo2Attention(config=config, layer_idx=layer_idx) + + self.mlp = Olmo2MLP(config) + self.post_attention_layernorm = Olmo2RMSNorm(config.hidden_size, eps=config.rms_norm_eps) + self.post_feedforward_layernorm = Olmo2RMSNorm(config.hidden_size, eps=config.rms_norm_eps) + + def forward( + self, + hidden_states: torch.Tensor, + attention_mask: torch.Tensor | None = None, + position_ids: torch.LongTensor | None = None, + past_key_values: Cache | None = None, + use_cache: bool | None = False, + position_embeddings: tuple[torch.Tensor, torch.Tensor] | None = None, + **kwargs: Unpack[TransformersKwargs], + ) -> torch.Tensor: + residual = hidden_states + hidden_states, _ = self.self_attn( + hidden_states=hidden_states, + attention_mask=attention_mask, + position_ids=position_ids, + past_key_values=past_key_values, + use_cache=use_cache, + position_embeddings=position_embeddings, + **kwargs, + ) + hidden_states = self.post_attention_layernorm(hidden_states) + hidden_states = residual + hidden_states + + # Fully Connected + residual = hidden_states + hidden_states = self.mlp(hidden_states) + hidden_states = self.post_feedforward_layernorm(hidden_states) + hidden_states = residual + hidden_states + return hidden_states + + +@auto_docstring +class Olmo2PreTrainedModel(PreTrainedModel): + config: Olmo2Config + base_model_prefix = "model" + supports_gradient_checkpointing = True + _no_split_modules = ["Olmo2DecoderLayer"] + _skip_keys_device_placement = ["past_key_values"] + _supports_flash_attn = True + _supports_sdpa = True + _supports_flex_attn = True + + _can_compile_fullgraph = True + _supports_attention_backend = True + _can_record_outputs = { + "hidden_states": Olmo2DecoderLayer, + "attentions": Olmo2Attention, + } + + +@auto_docstring +class Olmo2Model(Olmo2PreTrainedModel): + def __init__(self, config: Olmo2Config): + super().__init__(config) + self.padding_idx = config.pad_token_id + self.vocab_size = config.vocab_size + + self.embed_tokens = nn.Embedding(config.vocab_size, config.hidden_size, self.padding_idx) + self.layers = nn.ModuleList( + [Olmo2DecoderLayer(config, layer_idx) for layer_idx in range(config.num_hidden_layers)] + ) + self.norm = Olmo2RMSNorm(config.hidden_size, eps=config.rms_norm_eps) + self.rotary_emb = Olmo2RotaryEmbedding(config=config) + self.gradient_checkpointing = False + + # Initialize weights and apply final processing + self.post_init() + + @merge_with_config_defaults + @capture_outputs + @auto_docstring + def forward( + self, + input_ids: torch.LongTensor | None = None, + attention_mask: torch.Tensor | None = None, + position_ids: torch.LongTensor | None = None, + past_key_values: Cache | None = None, + inputs_embeds: torch.FloatTensor | None = None, + use_cache: bool | None = None, + **kwargs: Unpack[TransformersKwargs], + ) -> BaseModelOutputWithPast: + if (input_ids is None) ^ (inputs_embeds is not None): + raise ValueError("You must specify exactly one of input_ids or inputs_embeds") + + if inputs_embeds is None: + inputs_embeds: torch.Tensor = self.embed_tokens(input_ids) + + if use_cache and past_key_values is None: + past_key_values = DynamicCache(config=self.config) + + if position_ids is None: + past_seen_tokens = past_key_values.get_seq_length() if past_key_values is not None else 0 + position_ids = torch.arange(inputs_embeds.shape[1], device=inputs_embeds.device) + past_seen_tokens + position_ids = position_ids.unsqueeze(0) + + causal_mask = create_causal_mask( + config=self.config, + inputs_embeds=inputs_embeds, + attention_mask=attention_mask, + past_key_values=past_key_values, + position_ids=position_ids, + ) + + hidden_states = inputs_embeds + position_embeddings = self.rotary_emb(hidden_states, position_ids=position_ids) + + for decoder_layer in self.layers[: self.config.num_hidden_layers]: + hidden_states = decoder_layer( + hidden_states, + attention_mask=causal_mask, + position_embeddings=position_embeddings, + position_ids=position_ids, + past_key_values=past_key_values, + use_cache=use_cache, + **kwargs, + ) + + hidden_states = self.norm(hidden_states) + return BaseModelOutputWithPast( + last_hidden_state=hidden_states, + past_key_values=past_key_values, + ) + + +@auto_docstring +class Olmo2ForCausalLM(Olmo2PreTrainedModel, GenerationMixin): + _tied_weights_keys = {"lm_head.weight": "model.embed_tokens.weight"} + _tp_plan = {"lm_head": "colwise_gather_output"} + _pp_plan = {"lm_head": (["hidden_states"], ["logits"])} + + def __init__(self, config): + super().__init__(config) + self.model = Olmo2Model(config) + self.vocab_size = config.vocab_size + self.lm_head = nn.Linear(config.hidden_size, config.vocab_size, bias=False) + + # Initialize weights and apply final processing + self.post_init() + + @can_return_tuple + @auto_docstring + def forward( + self, + input_ids: torch.LongTensor | None = None, + attention_mask: torch.Tensor | None = None, + position_ids: torch.LongTensor | None = None, + past_key_values: Cache | None = None, + inputs_embeds: torch.FloatTensor | None = None, + labels: torch.LongTensor | None = None, + use_cache: bool | None = None, + logits_to_keep: int | torch.Tensor = 0, + **kwargs: Unpack[TransformersKwargs], + ) -> CausalLMOutputWithPast: + r""" + Example: + + ```python + >>> from transformers import AutoTokenizer, Olmo2ForCausalLM + + >>> model = Olmo2ForCausalLM.from_pretrained("meta-olmo2/Olmo2-2-7b-hf") + >>> tokenizer = AutoTokenizer.from_pretrained("meta-olmo2/Olmo2-2-7b-hf") + + >>> prompt = "Hey, are you conscious? Can you talk to me?" + >>> inputs = tokenizer(prompt, return_tensors="pt") + + >>> # Generate + >>> generate_ids = model.generate(inputs.input_ids, max_length=30) + >>> tokenizer.batch_decode(generate_ids, skip_special_tokens=True, clean_up_tokenization_spaces=False)[0] + "Hey, are you conscious? Can you talk to me?\nI'm not conscious, but I can talk to you." + ```""" + outputs: BaseModelOutputWithPast = self.model( + input_ids=input_ids, + attention_mask=attention_mask, + position_ids=position_ids, + past_key_values=past_key_values, + inputs_embeds=inputs_embeds, + use_cache=use_cache, + **kwargs, + ) + + hidden_states = outputs.last_hidden_state + # Only compute necessary logits, and do not upcast them to float if we are not computing the loss + slice_indices = slice(-logits_to_keep, None) if isinstance(logits_to_keep, int) else logits_to_keep + logits = self.lm_head(hidden_states[:, slice_indices, :]) + + loss = None + if labels is not None: + loss = self.loss_function(logits=logits, labels=labels, vocab_size=self.config.vocab_size, **kwargs) + + return CausalLMOutputWithPast( + loss=loss, + logits=logits, + past_key_values=outputs.past_key_values, + hidden_states=outputs.hidden_states, + attentions=outputs.attentions, + ) + + +class Olmo2ForSequenceClassification(GenericForSequenceClassification, Olmo2PreTrainedModel): + pass + + +__all__ = ["Olmo2ForCausalLM", "Olmo2ForSequenceClassification", "Olmo2Model", "Olmo2PreTrainedModel"] diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/olmo2/modular_olmo2.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/olmo2/modular_olmo2.py new file mode 100644 index 0000000000000000000000000000000000000000..4ac66c2e4608f89557d92a4d215fdd4c0d351dfd --- /dev/null +++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/olmo2/modular_olmo2.py @@ -0,0 +1,236 @@ +# Copyright 2024 HuggingFace Inc. team. All rights reserved. +# +# This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX +# and OPT implementations in this library. It has been modified from its +# original forms to accommodate minor architectural differences compared +# to GPT-NeoX and OPT used by the Meta AI team that trained the model. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from collections.abc import Callable + +import torch +import torch.nn as nn +from huggingface_hub.dataclasses import strict + +from transformers.utils.generic import TransformersKwargs + +from ...cache_utils import Cache +from ...modeling_utils import ALL_ATTENTION_FUNCTIONS +from ...processing_utils import Unpack +from ...utils import auto_docstring, logging +from ..llama.modeling_llama import LlamaPreTrainedModel, LlamaRMSNorm, eager_attention_forward +from ..olmo.configuration_olmo import OlmoConfig +from ..olmo.modeling_olmo import ( + OlmoAttention, + OlmoDecoderLayer, + OlmoForCausalLM, + OlmoForSequenceClassification, + OlmoModel, + OlmoRotaryEmbedding, + apply_rotary_pos_emb, +) + + +logger = logging.get_logger(__name__) + + +@auto_docstring(checkpoint="allenai/Olmo2-7B-1124-hf") +@strict +class Olmo2Config(OlmoConfig): + r""" + Example: + + ```python + >>> from transformers import Olmo2Model, Olmo2Config + + >>> # Initializing a Olmo2 7B style configuration + >>> configuration = Olmo2Config() + + >>> # Initializing a model from the Olmo2 7B style configuration + >>> model = Olmo2Model(configuration) + + >>> # Accessing the model configuration + >>> configuration = model.config + ``` + """ + + model_type = "olmo2" + base_model_tp_plan = { + "layers.*.self_attn.q_proj": "colwise_gather_output", # we need to replicate here due to the added norm on q and k + "layers.*.self_attn.k_proj": "colwise_gather_output", # we need to replicate here due to the added norm on q and k + "layers.*.self_attn.v_proj": "colwise_gather_output", # we need to replicate here due to the added norm on q and k + "layers.*.self_attn.o_proj": "rowwise_split_input", # input is replicated due to the added norm on q and k + "layers.*.mlp.gate_proj": "colwise", + "layers.*.mlp.up_proj": "colwise", + "layers.*.mlp.down_proj": "rowwise", + } + base_model_pp_plan = { + "embed_tokens": (["input_ids"], ["inputs_embeds"]), + "layers": (["hidden_states", "attention_mask"], ["hidden_states"]), + "norm": (["hidden_states"], ["hidden_states"]), + } + + rms_norm_eps: float = 1e-5 + clip_qkv = AttributeError() + + +# OLMo2 RMS norm is identical to Llama RMS norm except: +# - Weight and hidden states are multiplied before converting back to the input dtype, rather than after. +class Olmo2RMSNorm(LlamaRMSNorm): + def forward(self, hidden_states): + input_dtype = hidden_states.dtype + hidden_states = hidden_states.to(torch.float32) + variance = hidden_states.pow(2).mean(-1, keepdim=True) + hidden_states = hidden_states * torch.rsqrt(variance + self.variance_epsilon) + return (self.weight * hidden_states).to(input_dtype) + + +class Olmo2RotaryEmbedding(OlmoRotaryEmbedding): + pass + + +def rotate_half(x): + """Rotates half the hidden dims of the input.""" + x1 = x[..., : x.shape[-1] // 2] + x2 = x[..., x.shape[-1] // 2 :] + return torch.cat((-x2, x1), dim=-1) + + +# Olmo2 attention is identical to OLMo attention except: +# - Norm is applied to attention queries and keys. +# - No qkv clipping. +class Olmo2Attention(OlmoAttention): + def __init__(self, config: Olmo2Config, layer_idx: int | None = None): + super().__init__(config, layer_idx=layer_idx) + self.q_norm = Olmo2RMSNorm(config.num_attention_heads * self.head_dim, config.rms_norm_eps) + self.k_norm = Olmo2RMSNorm(config.num_key_value_heads * self.head_dim, config.rms_norm_eps) + + def forward( + self, + hidden_states: torch.Tensor, + position_embeddings: tuple[torch.Tensor, torch.Tensor], + attention_mask: torch.Tensor | None, + past_key_values: Cache | None = None, + **kwargs: Unpack[TransformersKwargs], + ) -> tuple[torch.Tensor, torch.Tensor | None]: + input_shape = hidden_states.shape[:-1] + hidden_shape = (*input_shape, -1, self.head_dim) + + query_states = self.q_norm(self.q_proj(hidden_states)) + key_states = self.k_norm(self.k_proj(hidden_states)) + value_states = self.v_proj(hidden_states) + + query_states = query_states.view(hidden_shape).transpose(1, 2) + key_states = key_states.view(hidden_shape).transpose(1, 2) + value_states = value_states.view(hidden_shape).transpose(1, 2) + + cos, sin = position_embeddings + query_states, key_states = apply_rotary_pos_emb(query_states, key_states, cos, sin) + + if past_key_values is not None: + key_states, value_states = past_key_values.update(key_states, value_states, self.layer_idx) + + attention_interface: Callable = ALL_ATTENTION_FUNCTIONS.get_interface( + self.config._attn_implementation, eager_attention_forward + ) + + attn_output, attn_weights = attention_interface( + self, + query_states, + key_states, + value_states, + attention_mask, + dropout=0.0 if not self.training else self.attention_dropout, + scaling=self.scaling, + **kwargs, + ) + + attn_output = attn_output.reshape(*input_shape, -1).contiguous() + attn_output = self.o_proj(attn_output) + return attn_output, attn_weights + + +# The OLMo2 layers are identical to those of the OLMo model except: +# - RMSNorm is used instead of standard layer norm. +# - Norm is applied after attention/feedforward rather than before. +class Olmo2DecoderLayer(OlmoDecoderLayer): + def __init__(self, config: Olmo2Config, layer_idx: int): + super().__init__(config, layer_idx=layer_idx) + self.post_attention_layernorm = Olmo2RMSNorm(config.hidden_size, eps=config.rms_norm_eps) + self.post_feedforward_layernorm = Olmo2RMSNorm(config.hidden_size, eps=config.rms_norm_eps) + self.self_attn = Olmo2Attention(config=config, layer_idx=layer_idx) + del self.input_layernorm + + def forward( + self, + hidden_states: torch.Tensor, + attention_mask: torch.Tensor | None = None, + position_ids: torch.LongTensor | None = None, + past_key_values: Cache | None = None, + use_cache: bool | None = False, + position_embeddings: tuple[torch.Tensor, torch.Tensor] | None = None, + **kwargs: Unpack[TransformersKwargs], + ) -> torch.Tensor: + residual = hidden_states + hidden_states, _ = self.self_attn( + hidden_states=hidden_states, + attention_mask=attention_mask, + position_ids=position_ids, + past_key_values=past_key_values, + use_cache=use_cache, + position_embeddings=position_embeddings, + **kwargs, + ) + hidden_states = self.post_attention_layernorm(hidden_states) + hidden_states = residual + hidden_states + + # Fully Connected + residual = hidden_states + hidden_states = self.mlp(hidden_states) + hidden_states = self.post_feedforward_layernorm(hidden_states) + hidden_states = residual + hidden_states + return hidden_states + + +class Olmo2PreTrainedModel(LlamaPreTrainedModel): + pass + + +# The OLMo2 model is identical to the OLMo model, except RMSNorm is used instead of +# standard layer norm for the output norm. +class Olmo2Model(OlmoModel): + def __init__(self, config: Olmo2Config): + super().__init__(config) + self.norm = Olmo2RMSNorm(config.hidden_size, eps=config.rms_norm_eps) + self.layers = nn.ModuleList( + [Olmo2DecoderLayer(config, layer_idx) for layer_idx in range(config.num_hidden_layers)] + ) + + +# The heads now only need to redefine the model inside to the correct `RobertaModel` +class Olmo2ForCausalLM(OlmoForCausalLM): + pass + + +class Olmo2ForSequenceClassification(OlmoForSequenceClassification): + pass + + +__all__ = [ + "Olmo2Config", + "Olmo2ForCausalLM", + "Olmo2ForSequenceClassification", + "Olmo2Model", + "Olmo2PreTrainedModel", +]