mirror of
https://github.com/AntoineHX/smart_augmentation.git
synced 2025-05-04 12:10:45 +02:00
233 lines
No EOL
3.4 KiB
JSON
Executable file
233 lines
No EOL
3.4 KiB
JSON
Executable file
{
|
|
"Accuracy": 12.6,
|
|
"Time": [
|
|
122.91195185099998,
|
|
1.7699506167282377,
|
|
374.035594136
|
|
],
|
|
"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": 4.56752872467041,
|
|
"val_loss": 2.437659502029419,
|
|
"acc": 12.6,
|
|
"time": 120.42219084399999,
|
|
"param": [
|
|
{
|
|
"p": 0.11937190592288971,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.03305899351835251,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0816236138343811,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.07729420065879822,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.09057644754648209,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.11086106300354004,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.12065552920103073,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.09889284521341324,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.042043499648571014,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.058586485683918,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0008048574673011899,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007155001512728631,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.09978076070547104,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.06573425978422165,
|
|
"m": 1.0
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"epoch": 2,
|
|
"train_loss": 15.168269157409668,
|
|
"val_loss": 37.0233154296875,
|
|
"acc": 9.99,
|
|
"time": 123.93343724599998,
|
|
"param": [
|
|
{
|
|
"p": 0.0007253633812069893,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007253633812069893,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007253633812069893,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007253633812069893,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007253633812069893,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.06469971686601639,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.9265958070755005,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007253633812069893,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007253633812069893,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007253633812069893,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007253633812069893,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007253633812069893,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007253633812069893,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007253633812069893,
|
|
"m": 1.0
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"epoch": 3,
|
|
"train_loss": 253.42098999023438,
|
|
"val_loss": 17.328886032104492,
|
|
"acc": 10.0,
|
|
"time": 124.38022746300001,
|
|
"param": [
|
|
{
|
|
"p": 0.0007165649440139532,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007165649440139532,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007165649440139532,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0010555424960330129,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007165649440139532,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007165649440139532,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.9903455972671509,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007165649440139532,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007165649440139532,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007165649440139532,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007165649440139532,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007165649440139532,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007165649440139532,
|
|
"m": 1.0
|
|
},
|
|
{
|
|
"p": 0.0007165649440139532,
|
|
"m": 1.0
|
|
}
|
|
]
|
|
}
|
|
]
|
|
} |