mirror of
https://github.com/AntoineHX/smart_augmentation.git
synced 2025-05-04 20:20:46 +02:00
233 lines
No EOL
3.4 KiB
JSON
Executable file
233 lines
No EOL
3.4 KiB
JSON
Executable file
{
|
|
"Accuracy": 10.65,
|
|
"Time": [
|
|
122.16186776666655,
|
|
2.350789516789646,
|
|
370.89216517900013
|
|
],
|
|
"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": 4.600775241851807,
|
|
"val_loss": 2.3299036026000977,
|
|
"acc": 10.65,
|
|
"time": 118.86972470199998,
|
|
"param": [
|
|
{
|
|
"p": 0.10816604644060135,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0765664130449295,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.020703138783574104,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.10591914504766464,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.07857366651296616,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.06237060949206352,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.10687702149152756,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.006380926351994276,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.030695723369717598,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.09003531187772751,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.07136684656143188,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.033043935894966125,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.09767008572816849,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.11163104325532913,
|
|
"m": 1.0
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"epoch": 2,
|
|
"train_loss": 40.18901062011719,
|
|
"val_loss": 18.992385864257812,
|
|
"acc": 10.0,
|
|
"time": 124.20876664299976,
|
|
"param": [
|
|
{
|
|
"p": 0.19093261659145355,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007202407578006387,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007202407578006387,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007202407578006387,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.22052492201328278,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.1510995328426361,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007202407578006387,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007202407578006387,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007202407578006387,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.005246319342404604,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007202407578006387,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007202407578006387,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.425714373588562,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007202407578006387,
|
|
"m": 1.0
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"epoch": 3,
|
|
"train_loss": 13.643306732177734,
|
|
"val_loss": 26.205549240112305,
|
|
"acc": 10.0,
|
|
"time": 123.40711195499989,
|
|
"param": [
|
|
{
|
|
"p": 0.1559944450855255,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007163923000916839,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0011064473073929548,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007163923000916839,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.2593260705471039,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.11855904757976532,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007163923000916839,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007163923000916839,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.01928866095840931,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007163923000916839,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007163923000916839,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.002924136118963361,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.437786340713501,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007163923000916839,
|
|
"m": 1.0
|
|
}
|
|
]
|
|
}
|
|
]
|
|
} |