Conv2d yog dab tsi hauv PyTorch?
Conv2d yog dab tsi hauv PyTorch?

Video: Conv2d yog dab tsi hauv PyTorch?

Video: Conv2d yog dab tsi hauv PyTorch?
Video: Sevinch Mo'minova - Yolg'onchi yor (Official music video) 2024, Kaum ib hlis
Anonim

kev 2d (input, luj, self. bias, self. stride, self. padding, self. dilation, self.

Yog li ntawd, Conv2D yog dab tsi?

Conv 2D Chav kawm. Keras Conv 2D yog 2D Convolution Layer, txheej txheej no tsim ib lub convolution kernel uas yog cua nrog cov txheej txheem input uas pab tsim lub tensor ntawm outputs.

Tsis tas li ntawd, cov ntxaij lim dej hauv Conv2D yog dab tsi? Feem ntau hom convolution uas yog siv yog 2D convolution txheej, thiab feem ntau yog abbreviated li. kev 2d . A lim los yog kernel hauv a kev 2d txheej muaj qhov siab thiab dav. Lawv feem ntau me dua cov duab nkag thiab yog li peb txav lawv hla tag nrho cov duab.

Yog li ntawd, FC hauv PyTorch yog dab tsi?

qauv_ft. fc yog hom.

Lub kernel loj yog dab tsi hauv Conv2D?

Cov kernel loj ntawm no yog hais txog qhov davxheight ntawm lub ntsej muag lim. Lub max pooling txheej, piv txwv li, rov qab cov pixel nrog tus nqi siab tshaj plaws los ntawm ib pawg pixels hauv daim npog ntsej muag ( ntsiav ). Qhov ntawd ntsiav yog swept hla cov tswv yim, subsampling nws.

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