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Carey's insight

Created on November 3|Last edited on November 3

Section 1


meta
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["agent","bhaugfoe"]
["agent","bhaugfoe"]
["agent","bhaugfoe"]
["agent","bhaugfoe"]
GeForce RTX 2080 Ti
GeForce RTX 2080 Ti
GeForce RTX 2080 Ti
GeForce RTX 2080 Ti
GeForce RTX 2080 Ti
GeForce RTX 2080 Ti
GeForce RTX 2080 Ti
GeForce RTX 2080 Ti
GeForce RTX 2080 Ti
2
2
2
2
2
2
2
2
2
Best three-column example image logging
Linux-5.0.0-37-generic-x86_64-with-debian-buster-sid
Linux-5.0.0-37-generic-x86_64-with-debian-buster-sid
Linux-5.0.0-37-generic-x86_64-with-debian-buster-sid
Linux-5.3.0-28-generic-x86_64-with-debian-buster-sid
Linux-5.0.0-37-generic-x86_64-with-debian-buster-sid
Linux-5.0.0-37-generic-x86_64-with-debian-buster-sid
Linux-5.0.0-37-generic-x86_64-with-debian-buster-sid
Linux-5.0.0-37-generic-x86_64-with-debian-buster-sid
Linux-5.0.0-37-generic-x86_64-with-debian-buster-sid
Linux-5.0.0-37-generic-x86_64-with-debian-buster-sid
train.py
train.py
train.py
train.py
train.py
train.py
/home/stacey/.pyenv/versions/sd/bin/wandb
/home/stacey/.pyenv/versions/sd/bin/wandb
/home/stacey/.pyenv/versions/sd/bin/wandb
/home/stacey/.pyenv/versions/sd/bin/wandb
3h 9m 20s
3h 2m 31s
3h 1m 32s
2h 34m 36s
2h 6m 48s
1h 3m 16s
1h 2m 44s
1h 1m 27s
1h 27s
57m 21s
config
8
8
8
8
8
8
8
8
5
4
resnet34
resnet18
resnet18
resnet18
resnet18
alexnet
alexnet
alexnet
alexnet
alexnet
0.0015
0.001
0.0015
0.001
0.001
0.001
0.0057952
0.0044987
0.011137
0.0008774
-
-
-
-
-
-
alexnet
alexnet
alexnet
alexnet
7000
7000
7000
349
3469
1405
1403
1382
1367
1398
1000
1000
1000
45
520
205
209
205
207
208
2
2
2
2
2
2
-
-
-
-
0.0005
0.097
0.0005
0.097
0.097
0.097
0.063293
0.025544
0.02145
0.087338
summary
gradients
layers.0.1
bias
[-0.09669113904237749,-0.09406091272830965,-0.0914306789636612,-0.08880045264959335,-0.08617021888494492,-0.08353999257087708,-0.08090975880622864,-0.0782795324921608,-0.07564930617809296,-0.07301907241344452,-0.07038883864879608,-0.06775861233472824,-0.0651283860206604,-0.06249815598130226,-0.05986792594194412,-0.05723769590258598,-0.05460746586322784,-0.051977235823869705,-0.049347005784511566,-0.04671677574515343,-0.04408654570579529,-0.04145631939172745,-0.03882608935236931,-0.03619585931301117,-0.03356563299894333,-0.03093539923429489,-0.02830517292022705,-0.025674939155578613,-0.023044712841510773,-0.020414479076862335,-0.017784252762794495,-0.015154018998146055,-0.012523792684078217,-0.009893566370010376,-0.007263332605361939,-0.004633106291294098,-0.0020028725266456604,0.0006273537874221802,0.0032575875520706177,0.005887813866138458,0.008518047630786896,0.011148273944854736,0.013778500258922575,0.016408734023571014,0.019038960337638855,0.021669194102287292,0.024299420416355133,0.02692965418100357,0.029559873044490818,0.03219010680913925,0.03482034057378769,0.03745057433843613,0.04008079320192337,0.04271102696657181,0.045341260731220245,0.04797149449586868,0.050601713359355927,0.05323194712400437,0.0558621808886528,0.058492399752140045,0.06112263351678848,0.06375286728143692,0.06638310104608536,0.0690133199095726,0.07164355367422104]
-
[-0.034556757658720016,-0.03374192491173744,-0.032927095890045166,-0.03211226314306259,-0.031297434121370316,-0.03048260323703289,-0.029667772352695465,-0.02885293960571289,-0.028038110584020615,-0.02722327783703804,-0.026408448815345764,-0.02559361606836319,-0.024778785184025764,-0.02396395429968834,-0.02314912341535091,-0.02233429253101349,-0.021519461646676064,-0.02070463076233864,-0.019889799878001213,-0.019074968993663788,-0.018260138109326363,-0.017445307224988937,-0.016630476340651512,-0.015815645456314087,-0.015000812709331512,-0.014185981824994087,-0.013371150940656662,-0.012556320056319237,-0.011741489171981812,-0.010926658287644386,-0.01011182740330696,-0.009296996518969536,-0.00848216563463211,-0.007667334750294685,-0.00685250386595726,-0.006037672981619835,-0.00522284209728241,-0.004408011212944984,-0.003593180328607559,-0.0027783475816249847,-0.0019635185599327087,-0.0011486858129501345,-0.0003338567912578583,0.0004809759557247162,0.0012958049774169922,0.0021106377243995667,0.0029254667460918427,0.003740299493074417,0.004555132240056992,0.005369961261749268,0.006184794008731842,0.006999623030424118,0.007814455777406693,0.008629284799098969,0.009444117546081545,0.01025894656777382,0.011073779314756392,0.01188860833644867,0.012703441083431244,0.01351827010512352,0.014333102852106094,0.01514793187379837,0.015962764620780945,0.01677759364247322,0.017592426389455795]
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[1,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,0,1,0,0,1,0,1,0,0,0,2,0,0,3,3,1,3,5,3,5,13,2,1,3,2,1,1,1,2,0,0,1,0,0,1,0,0,0,0,2,0,0,0,0,1,0,0,1]
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[1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,2,2,2,1,1,3,1,6,2,13,7,6,2,2,5,1,1,0,0,1,0,0,0,0,0,0,1,0,0,0,1]
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Parameter importance with respect to
acc

Config parameter
Importance
Correlation
Loading...
1
4.04.55.05.56.06.57.07.58.0batch_size0.0000.0010.0020.0030.0040.0050.0060.0070.0080.0090.0100.0110.012learning_rate0.000.010.020.030.040.050.060.070.080.090.10weight_decay0.550.600.650.700.750.800.850.90acc
Showing first 50 runs
051015Step0.40.50.60.70.8
Run set
308



Run set
308

Stacey Svetlichnaya
Stacey Svetlichnaya •  
Parallel Coordinates Plot
how cool!
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