237 lines
8.0 KiB
Plaintext
237 lines
8.0 KiB
Plaintext
epoch 0
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train loss: 0.10178063126471196
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valid loss scaled: 0.08694887030887369
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valid loss: 14.393254678046581
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valid loss clipped: 14.393254678046581
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train loss: 0.08234276634246003
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valid loss scaled: 0.0941885423619173
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valid loss: 15.591687502080195
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valid loss clipped: 15.591687502080195
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train loss: 0.07840566897624576
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valid loss scaled: 0.10380323876951889
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valid loss: 17.18327815406788
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valid loss clipped: 17.18327815406788
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train loss: 0.07422883822886046
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valid loss scaled: 0.10199038650759494
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valid loss: 16.883180520434045
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valid loss clipped: 16.883180520434045
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train loss: 0.0715406045230223
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valid loss scaled: 0.08943446505286708
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valid loss: 14.8047131664572
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valid loss clipped: 14.8047131664572
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train loss: 0.07021876769740436
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valid loss scaled: 0.0936252853835668
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valid loss: 15.4984476046049
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valid loss clipped: 15.498044701389192
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train loss: 0.0698000478439966
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valid loss scaled: 0.0732450713218563
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valid loss: 12.124766595640176
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valid loss clipped: 12.1245106015308
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train loss: 0.06787076175194112
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valid loss scaled: 0.08167600706479376
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valid loss: 13.520399589246514
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valid loss clipped: 13.520399589246514
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train loss: 0.06687028820999129
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valid loss scaled: 0.07860967955406604
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valid loss: 13.012812666808495
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valid loss clipped: 13.012812666808495
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train loss: 0.06485297715840126
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valid loss scaled: 0.06548883445499123
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valid loss: 10.840826069687282
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valid loss clipped: 10.840826069687282
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train loss: 0.06536078446808377
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valid loss scaled: 0.06285778998197525
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valid loss: 10.405289848890389
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valid loss clipped: 10.402398559859241
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train loss: 0.06282014927278873
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valid loss scaled: 0.0596510515677964
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valid loss: 9.874458507430498
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valid loss clipped: 9.87346211871712
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train loss: 0.06211401904304488
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valid loss scaled: 0.08676563866997164
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valid loss: 14.362925503357548
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valid loss clipped: 14.362736109627358
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train loss: 0.06245454523502525
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valid loss scaled: 0.061674062543468834
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valid loss: 10.209341911143197
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valid loss clipped: 10.209341911143197
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train loss: 0.06125578036664975
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valid loss scaled: 0.07651956140507003
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valid loss: 12.666819321757812
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valid loss clipped: 12.665205579153804
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train loss: 0.059952159220873956
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valid loss scaled: 0.060298738548431624
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valid loss: 9.981674467979698
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valid loss clipped: 9.981674467979698
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train loss: 0.058864656505384534
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valid loss scaled: 0.06224854018969625
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valid loss: 10.304438001377102
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valid loss clipped: 10.304438001377102
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train loss: 0.06033644216377098
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valid loss scaled: 0.06860725018131864
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valid loss: 11.357033358430243
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valid loss clipped: 11.355784159072005
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train loss: 0.05914900476107049
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valid loss scaled: 0.06558627462957999
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valid loss: 10.856954814387644
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valid loss clipped: 10.855340320357298
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train loss: 0.05801354450611692
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valid loss scaled: 0.05499361709851459
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valid loss: 9.103479951662178
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valid loss clipped: 9.1033016162492
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train loss: 0.05722296967684818
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valid loss scaled: 0.057276662331433935
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valid loss: 9.481407818900754
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valid loss clipped: 9.481123608784491
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train loss: 0.05615422017549816
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valid loss scaled: 0.058946735056267775
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valid loss: 9.757867643250142
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valid loss clipped: 9.757867643250142
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train loss: 0.0568488666286758
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valid loss scaled: 0.05493375345527444
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valid loss: 9.093570558704585
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valid loss clipped: 9.093570558704585
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train loss: 0.056790975754785165
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valid loss scaled: 0.05718280344549578
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valid loss: 9.465868729560718
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valid loss clipped: 9.465666290138364
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train loss: 0.056136715463394736
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valid loss scaled: 0.053061117528704765
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valid loss: 8.783576806818123
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valid loss clipped: 8.783576806818123
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train loss: 0.0553076835671036
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valid loss scaled: 0.05756376005144751
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valid loss: 9.528932262971411
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valid loss clipped: 9.528929186851473
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train loss: 0.05608131737157289
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valid loss scaled: 0.05928617719392673
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valid loss: 9.814053006356623
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valid loss clipped: 9.813086909431942
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train loss: 0.054209274725265544
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valid loss scaled: 0.059807781220226314
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valid loss: 9.900402019838845
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valid loss clipped: 9.899803739726012
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train loss: 0.05412653998906017
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valid loss scaled: 0.05289933204229587
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valid loss: 8.75679344111035
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valid loss clipped: 8.75679344111035
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train loss: 0.05518407843528995
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valid loss scaled: 0.05688392864725153
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valid loss: 9.416393057892193
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valid loss clipped: 9.416393057892193
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train loss: 0.054482056935617085
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valid loss scaled: 0.05216977017299728
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valid loss: 8.636023503699716
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valid loss clipped: 8.636023503699716
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train loss: 0.05399237402441963
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valid loss scaled: 0.05409103409701342
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valid loss: 8.954068173354056
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valid loss clipped: 8.954068173354056
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train loss: 0.05278416502551686
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valid loss scaled: 0.05505897657177228
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valid loss: 9.114298554400836
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valid loss clipped: 9.114128444401343
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train loss: 0.05283459274043561
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valid loss scaled: 0.05330468837007633
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valid loss: 8.823897722342918
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valid loss clipped: 8.823469673021748
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train loss: 0.05349978882139668
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valid loss scaled: 0.05340672519610164
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valid loss: 8.840791683139289
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valid loss clipped: 8.840791683139289
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train loss: 0.05244616329396176
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valid loss scaled: 0.05313163808650701
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valid loss: 8.795251288181513
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valid loss clipped: 8.795251288181513
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train loss: 0.05458822252512801
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valid loss scaled: 0.05058266187593807
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valid loss: 8.373303749237403
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valid loss clipped: 8.372144978003309
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train loss: 0.052178348999718266
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valid loss scaled: 0.05477028984676988
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valid loss: 9.066509788893315
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valid loss clipped: 9.066509788893315
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train loss: 0.05264708004419216
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valid loss scaled: 0.05061255628492586
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valid loss: 8.378252333491037
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valid loss clipped: 8.378252333491037
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epoch 0 done, EVALUATION ON FULL DEV:
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valid loss scaled: 0.05304482890568026
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valid loss: 8.780882018378279
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valid loss clipped: 8.780282676016194
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evaluation done
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epoch 1
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train loss: 0.05193906537483793
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valid loss scaled: 0.05525216534943099
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valid loss: 9.146276710629154
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valid loss clipped: 9.146276710629154
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train loss: 0.05052301682721696
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valid loss scaled: 0.05013342859224921
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valid loss: 8.298936329028248
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valid loss clipped: 8.298936329028248
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train loss: 0.05098356105392436
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valid loss scaled: 0.05003979649887808
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valid loss: 8.283437402089449
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valid loss clipped: 8.283437402089449
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train loss: 0.050088782917609716
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valid loss scaled: 0.049286247248487895
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valid loss: 8.15869774398909
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valid loss clipped: 8.15869774398909
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train loss: 0.04976562104718302
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valid loss scaled: 0.049223300781573644
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valid loss: 8.148276889380307
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valid loss clipped: 8.148276889380307
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train loss: 0.04991738679144195
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valid loss scaled: 0.057702729077406346
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valid loss: 9.551934437355772
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valid loss clipped: 9.550634254813586
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train loss: 0.049231458019302426
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valid loss scaled: 0.04882268479584859
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valid loss: 8.081957979949655
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valid loss clipped: 8.081957979949655
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train loss: 0.04899937393720371
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valid loss scaled: 0.05770907825550645
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valid loss: 9.552989047406287
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valid loss clipped: 9.552741958522342
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train loss: 0.04908777283465607
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valid loss scaled: 0.05134136848123586
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valid loss: 8.498893804182858
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valid loss clipped: 8.49871165029239
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train loss: 0.04764838316443966
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valid loss scaled: 0.05261156122562749
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valid loss: 8.709157880799538
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valid loss clipped: 8.709138480005972
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train loss: 0.048582658014159445
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valid loss scaled: 0.058413308832729716
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valid loss: 9.669566298033944
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valid loss clipped: 9.668254240676646
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train loss: 0.04743617173694683
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valid loss scaled: 0.051687093210397744
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valid loss: 8.556127664837945
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valid loss clipped: 8.556127664837945
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train loss: 0.04656181514429912
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valid loss scaled: 0.0507906026516647
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valid loss: 8.407722978198628
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valid loss clipped: 8.407722978198628
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train loss: 0.04762343910575039
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valid loss scaled: 0.04810272429882445
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valid loss: 7.962782613217737
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valid loss clipped: 7.962782613217737
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train loss: 0.048021365618576804
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valid loss scaled: 0.051694526258934385
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valid loss: 8.55735450556255
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valid loss clipped: 8.55735450556255
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train loss: 0.04710475399633604
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valid loss scaled: 0.04621696889011772
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valid loss: 7.650616536714813
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valid loss clipped: 7.650616536714813
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train loss: 0.04589946658188546
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valid loss scaled: 0.04597697057310632
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valid loss: 7.610890791241026
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valid loss clipped: 7.610890791241026
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train loss: 0.047086027235787566
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valid loss scaled: 0.04816656697145074
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valid loss: 7.973350046367094
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valid loss clipped: 7.973350046367094
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train loss: 0.04701215419012016
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