mirror of
https://github.com/AntoineHX/smart_augmentation.git
synced 2025-05-04 20:20:46 +02:00
233 lines
No EOL
3.8 KiB
JSON
233 lines
No EOL
3.8 KiB
JSON
{
|
|
"Accuracy": 10.0,
|
|
"Time": [
|
|
125.98750610400005,
|
|
2.4294260586772753,
|
|
381.32218948900004
|
|
],
|
|
"Optimizer": {
|
|
"Meta": {
|
|
"optim": "Adam",
|
|
"lr": 0.01
|
|
},
|
|
"Inner": {
|
|
"optim": "SGD",
|
|
"lr": 0.1,
|
|
"momentum": 0.9
|
|
}
|
|
},
|
|
"Device": "GeForce GTX 1080 Ti",
|
|
"Param_names": [
|
|
"Identity",
|
|
"FlipUD",
|
|
"FlipLR",
|
|
"Rotate",
|
|
"TranslateX",
|
|
"TranslateY",
|
|
"ShearX",
|
|
"ShearY",
|
|
"Contrast",
|
|
"Color",
|
|
"Brightness",
|
|
"Sharpness",
|
|
"Posterize",
|
|
"Solarize"
|
|
],
|
|
"Log": [
|
|
{
|
|
"epoch": 1,
|
|
"train_loss": 4.622040271759033,
|
|
"val_loss": 2.353867769241333,
|
|
"acc": 10.0,
|
|
"time": 122.55522509299999,
|
|
"param": [
|
|
{
|
|
"p": 0.05568775162100792,
|
|
"m": 0.5
|
|
},
|
|
{
|
|
"p": 0.0997035875916481,
|
|
"m": 0.5
|
|
},
|
|
{
|
|
"p": 0.1129905954003334,
|
|
"m": 0.5
|
|
},
|
|
{
|
|
"p": 0.011663910001516342,
|
|
"m": 0.5958227515220642
|
|
},
|
|
{
|
|
"p": 0.04839414730668068,
|
|
"m": 0.554188072681427
|
|
},
|
|
{
|
|
"p": 0.06182647868990898,
|
|
"m": 0.4411716163158417
|
|
},
|
|
{
|
|
"p": 0.08621765673160553,
|
|
"m": 0.6061312556266785
|
|
},
|
|
{
|
|
"p": 0.0007562839309684932,
|
|
"m": 0.4408266544342041
|
|
},
|
|
{
|
|
"p": 0.12395843863487244,
|
|
"m": 0.5327485799789429
|
|
},
|
|
{
|
|
"p": 0.026718109846115112,
|
|
"m": 0.5806504487991333
|
|
},
|
|
{
|
|
"p": 0.18029539287090302,
|
|
"m": 0.572911262512207
|
|
},
|
|
{
|
|
"p": 0.06297872215509415,
|
|
"m": 0.5094797015190125
|
|
},
|
|
{
|
|
"p": 0.03436959162354469,
|
|
"m": 0.5
|
|
},
|
|
{
|
|
"p": 0.09443936496973038,
|
|
"m": 0.5
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"epoch": 2,
|
|
"train_loss": 25.084457397460938,
|
|
"val_loss": 10.078603744506836,
|
|
"acc": 10.0,
|
|
"time": 127.57041088599999,
|
|
"param": [
|
|
{
|
|
"p": 0.0007246026652865112,
|
|
"m": 0.5
|
|
},
|
|
{
|
|
"p": 0.051984019577503204,
|
|
"m": 0.5
|
|
},
|
|
{
|
|
"p": 0.0007246026652865112,
|
|
"m": 0.5
|
|
},
|
|
{
|
|
"p": 0.0007246026652865112,
|
|
"m": 0.6909279227256775
|
|
},
|
|
{
|
|
"p": 0.0007246026652865112,
|
|
"m": 0.5905465483665466
|
|
},
|
|
{
|
|
"p": 0.0007246026652865112,
|
|
"m": 0.4830836355686188
|
|
},
|
|
{
|
|
"p": 0.0007246026652865112,
|
|
"m": 0.596937894821167
|
|
},
|
|
{
|
|
"p": 0.0007246026652865112,
|
|
"m": 0.4452156126499176
|
|
},
|
|
{
|
|
"p": 0.27162861824035645,
|
|
"m": 0.27864378690719604
|
|
},
|
|
{
|
|
"p": 0.0007246026652865112,
|
|
"m": 0.6421149969100952
|
|
},
|
|
{
|
|
"p": 0.6684167385101318,
|
|
"m": 0.4332071542739868
|
|
},
|
|
{
|
|
"p": 0.0007246026652865112,
|
|
"m": 0.47343626618385315
|
|
},
|
|
{
|
|
"p": 0.0007246026652865112,
|
|
"m": 0.5
|
|
},
|
|
{
|
|
"p": 0.0007246026652865112,
|
|
"m": 0.5
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"epoch": 3,
|
|
"train_loss": 373.44818115234375,
|
|
"val_loss": 101.51213836669922,
|
|
"acc": 9.95,
|
|
"time": 127.83688233300018,
|
|
"param": [
|
|
{
|
|
"p": 0.000730516854673624,
|
|
"m": 0.5
|
|
},
|
|
{
|
|
"p": 0.000730516854673624,
|
|
"m": 0.5
|
|
},
|
|
{
|
|
"p": 0.000730516854673624,
|
|
"m": 0.5
|
|
},
|
|
{
|
|
"p": 0.000730516854673624,
|
|
"m": 0.5863398313522339
|
|
},
|
|
{
|
|
"p": 0.0289504062384367,
|
|
"m": 0.7543531656265259
|
|
},
|
|
{
|
|
"p": 0.020192045718431473,
|
|
"m": 0.5414225459098816
|
|
},
|
|
{
|
|
"p": 0.000730516854673624,
|
|
"m": 0.6944231390953064
|
|
},
|
|
{
|
|
"p": 0.000730516854673624,
|
|
"m": 0.5187659859657288
|
|
},
|
|
{
|
|
"p": 0.21156735718250275,
|
|
"m": 0.10000000149011612
|
|
},
|
|
{
|
|
"p": 0.000730516854673624,
|
|
"m": 0.7077541351318359
|
|
},
|
|
{
|
|
"p": 0.7319850325584412,
|
|
"m": 0.4014139771461487
|
|
},
|
|
{
|
|
"p": 0.000730516854673624,
|
|
"m": 0.42707014083862305
|
|
},
|
|
{
|
|
"p": 0.000730516854673624,
|
|
"m": 0.5
|
|
},
|
|
{
|
|
"p": 0.000730516854673624,
|
|
"m": 0.5
|
|
}
|
|
]
|
|
}
|
|
]
|
|
} |