petus-breed-classifier / convnextv2_tiny_history.json
dboris's picture
Upload convnextv2_tiny_history.json with huggingface_hub
e64d314 verified
[
{
"epoch": 1,
"phase": 1,
"img_size": 224,
"train_loss": 5.802200702826182,
"train_acc": 72.421875,
"loss": 2.2374697983222975,
"top1_acc": 90.92188599577761,
"top5_acc": 99.04996481351161,
"epoch_time": 121.92303895950317
},
{
"epoch": 2,
"phase": 1,
"img_size": 224,
"train_loss": 2.9879441764619616,
"train_acc": 88.15972222222223,
"loss": 2.4638966285872006,
"top1_acc": 91.23856439127375,
"top5_acc": 99.08515130190007,
"epoch_time": 107.13466906547546
},
{
"epoch": 3,
"phase": "2a-warmup",
"img_size": 224,
"train_loss": 2.459556147787306,
"train_acc": 90.08680555555556,
"loss": 2.5526965327199123,
"top1_acc": 90.74595355383532,
"top5_acc": 99.08515130190007,
"epoch_time": 203.7114498615265
},
{
"epoch": 4,
"phase": "2a-warmup",
"img_size": 224,
"train_loss": 2.203070780966017,
"train_acc": 90.86805555555556,
"loss": 2.5841010390327983,
"top1_acc": 90.99225897255454,
"top5_acc": 98.90921885995778,
"epoch_time": 199.49849700927734
},
{
"epoch": 5,
"phase": "2a-warmup",
"img_size": 224,
"train_loss": 2.015254172351625,
"train_acc": 91.60590277777777,
"loss": 2.689215628719934,
"top1_acc": 91.09781843771991,
"top5_acc": 98.69809992962702,
"epoch_time": 192.42316603660583
},
{
"epoch": 6,
"phase": "2b-arcface",
"img_size": 224,
"train_loss": 1.7025606320963966,
"train_acc": 93.125,
"loss": 2.7338040579715974,
"top1_acc": 91.23856439127375,
"top5_acc": 98.8036593947924,
"epoch_time": 190.41427302360535
},
{
"epoch": 7,
"phase": "2b-arcface",
"img_size": 224,
"train_loss": 1.4517550322744581,
"train_acc": 94.20138888888889,
"loss": 2.8078457780659494,
"top1_acc": 90.32371569317382,
"top5_acc": 98.73328641801548,
"epoch_time": 190.51695203781128
},
{
"epoch": 8,
"phase": "2b-arcface",
"img_size": 224,
"train_loss": 1.2341872304677963,
"train_acc": 95.27777777777777,
"loss": 2.8338069137261837,
"top1_acc": 90.39408866995073,
"top5_acc": 98.55735397607319,
"epoch_time": 196.4452998638153
},
{
"epoch": 9,
"phase": "2b-arcface",
"img_size": 224,
"train_loss": 1.0331896772815121,
"train_acc": 95.92013888888889,
"loss": 2.919594614879922,
"top1_acc": 90.81632653061224,
"top5_acc": 98.48698099929626,
"epoch_time": 239.76495003700256
},
{
"epoch": 10,
"phase": "2b-arcface",
"img_size": 224,
"train_loss": 0.8841644176178508,
"train_acc": 96.75347222222223,
"loss": 2.8739106304455944,
"top1_acc": 91.30893736805066,
"top5_acc": 98.3814215341309,
"epoch_time": 239.3150703907013
},
{
"epoch": 11,
"phase": "2b-arcface",
"img_size": 224,
"train_loss": 0.7847018133434984,
"train_acc": 97.16145833333333,
"loss": 2.9522144581380654,
"top1_acc": 90.39408866995073,
"top5_acc": 98.59254046446165,
"epoch_time": 236.35387063026428
},
{
"epoch": 12,
"phase": "2b-arcface",
"img_size": 224,
"train_loss": 0.6583723674424821,
"train_acc": 97.78645833333333,
"loss": 2.9980328071293574,
"top1_acc": 90.8515130190007,
"top5_acc": 98.13511611541168,
"epoch_time": 233.89766883850098
},
{
"epoch": 13,
"phase": "2b-arcface",
"img_size": 224,
"train_loss": 0.588527602236718,
"train_acc": 97.94270833333333,
"loss": 3.0297519950947236,
"top1_acc": 90.99225897255454,
"top5_acc": 98.27586206896552,
"epoch_time": 228.46309304237366
},
{
"epoch": 14,
"phase": "2b-arcface",
"img_size": 224,
"train_loss": 0.4891840160927839,
"train_acc": 98.26388888888889,
"loss": 3.01556346401373,
"top1_acc": 90.57002111189303,
"top5_acc": 98.13511611541168,
"epoch_time": 228.94680976867676
},
{
"epoch": 15,
"phase": "2b-arcface",
"img_size": 224,
"train_loss": 0.4433048234631618,
"train_acc": 98.53298611111111,
"loss": 3.089026551444626,
"top1_acc": 90.39408866995073,
"top5_acc": 97.92399718508094,
"epoch_time": 229.38800311088562
},
{
"epoch": 16,
"phase": "2b-arcface",
"img_size": 224,
"train_loss": 0.3728804655890498,
"train_acc": 98.70659722222223,
"loss": 3.0627141161589115,
"top1_acc": 90.53483462350458,
"top5_acc": 98.0295566502463,
"epoch_time": 227.99615597724915
},
{
"epoch": 17,
"phase": "2b-arcface",
"img_size": 224,
"train_loss": 0.33725075314028397,
"train_acc": 98.81076388888889,
"loss": 3.091274386304604,
"top1_acc": 90.99225897255454,
"top5_acc": 98.17030260380014,
"epoch_time": 227.86727595329285
},
{
"epoch": 18,
"phase": "2b-arcface",
"img_size": 224,
"train_loss": 0.28660694404712156,
"train_acc": 99.11458333333333,
"loss": 3.13288386383164,
"top1_acc": 91.06263194933146,
"top5_acc": 97.92399718508094,
"epoch_time": 5479.166913032532
}
]