x-j^ dZddlZddlZddlZddlZddlmZgZdZ e dzZ dZ e dzZ dZ e d zZd Ze d zZd Zd ZedddddZedddddZedddddZdS)z MNIST dataset. This module will download dataset from http://yann.lecun.com/exdb/mnist/ and parse training set and test set into paddle reader creators. N) deprecatedz$https://dataset.bj.bcebos.com/mnist/zt10k-images-idx3-ubyte.gz 9fb629c4189551a2d022fa330f9573f3zt10k-labels-idx1-ubyte.gz ec29112dd5afa0611ce80d1b7f02629cztrain-images-idx3-ubyte.gz f68b3c2dcbeaaa9fbdd348bbdeb94873ztrain-labels-idx1-ubyte.gz d53e105ee54ea40749a09fcbcd1e9432cfd}|S)Nc3Ktjd5}|}tjd5}|}d}d}d}tj|||\}}} } |tj|z }d} d} tj| || \} }| tj| z } ||krndt zdz}tj||| }| tj|z } |z }dt | z| zzdz}tj|||}tj|| | zf d}|tj|z }|d z }|d z}|d z }tD]%}||ddft||fV& dddn #1swxYwYddddS#1swxYwYdS) Nrbrz>IIIIz>IIT>Bfloat32go@g@g?) gzipGzipFilereadstruct unpack_fromcalcsizestrnumpyreshapeastyperangeint) image_fileimg_buf label_filelab_buf step_label offset_imgmagic_byte_img magic_img image_numrowscols offset_labmagic_byte_lab magic_lab label_num fmt_labellabels fmt_images images_tempimagesi buffer_sizeimage_filenamelabel_filenames T/var/www/html/banglarbhumi/venv/lib/python3.11/site-packages/paddle/dataset/mnist.pyreaderzreader_creator..reader+s ]>4 0 0/ ;J oo''G~t44- ; $//++  ")393E"GZ440 9dDfon===  !&'-'9"GZ(($ 9fon=== ;!Y.. #c+&6&6 6 Please use new dataset API which supports paddle.io.DataLoader)since update_tolevelreasoncttjjt dt tjjtdtdS)z MNIST training set creator. It returns a reader creator, each sample in the reader is image pixels in [-1, 1] and label in [0, 9]. :return: Training reader creator :rtype: callable mnistd) r5paddledatasetcommondownloadTRAIN_IMAGE_URLTRAIN_IMAGE_MD5TRAIN_LABEL_URLTRAIN_LABEL_MD5r4r6r2trainrG`s[ && Wo   && Wo     r6cttjjt dt tjjtdtdS)z MNIST test set creator. It returns a reader creator, each sample in the reader is image pixels in [-1, 1] and label in [0, 9]. :return: Test reader creator. :rtype: callable r=r>) r5r?r@rArBTEST_IMAGE_URLTEST_IMAGE_MD5TEST_LABEL_URLTEST_LABEL_MD5r4r6r2testrM{sM &&~wOO&&~wOO   r6ctjjtdt tjjt dttjjtdttjjtdtdS)Nr=) r?r@rArBrCrDrErFrIrJrKrLr4r6r2fetchrOs~ N""?G_MMM N""?G_MMM N"">7NKKK N"">7NKKKKKr6)__doc__rrrpaddle.dataset.commonr? paddle.utilsr__all__ URL_PREFIXrIrJrKrLrCrDrErFr5rGrMrOr4r6r2rUsd ######  3 993993;;4;;4333l  , K    *  , K    "  , K  LL  LLLr6