An XResnet50

get_dls[source]

get_dls(size, woof, bs, sh=0.0, workers=None)

dls = get_dls(128, 0, bs=64)
dls.show_batch()

train[source]

train(gpu=None, woof=0, lr=0.01, size=128, sqrmom=0.99, mom=0.9, eps=1e-06, epochs=5, bs=64, mixup=0.0, opt='ranger', arch='xresnet50', sh=0.0, sa=0, sym=0, beta=0.0, act_fn='Mish', fp16=0, pool='AvgPool', dump=0, runs=1, meta='')

Training of Imagenette.

train_imagenette[source]

train_imagenette(gpu=None, bs=64, fp16=0, epochs=5, runs=1)