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README.md

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+---
+dataset_info:
+  config_name: ngdeep
+  features:
+  - name: image
+    sequence:
+    - name: band
+      dtype: string
+    - name: array
+      dtype:
+        array2_d:
+          shape:
+          - 96
+          - 96
+          dtype: float32
+    - name: psf_fwhm
+      dtype: float32
+    - name: scale
+      dtype: float32
+  - name: thresh
+    dtype: float32
+  - name: npix
+    dtype: float32
+  - name: tnpix
+    dtype: float32
+  - name: xmin
+    dtype: float32
+  - name: xmax
+    dtype: float32
+  - name: ymin
+    dtype: float32
+  - name: ymax
+    dtype: float32
+  - name: x
+    dtype: float32
+  - name: y
+    dtype: float32
+  - name: x2_image
+    dtype: float32
+  - name: y2_image
+    dtype: float32
+  - name: xy_image
+    dtype: float32
+  - name: errx2
+    dtype: float32
+  - name: erry2
+    dtype: float32
+  - name: errxy
+    dtype: float32
+  - name: a_image
+    dtype: float32
+  - name: b_image
+    dtype: float32
+  - name: theta_image
+    dtype: float32
+  - name: cxx_image
+    dtype: float32
+  - name: cyy_image
+    dtype: float32
+  - name: cxy_image
+    dtype: float32
+  - name: cflux
+    dtype: float32
+  - name: flux
+    dtype: float32
+  - name: cpeak
+    dtype: float32
+  - name: peak
+    dtype: float32
+  - name: xcpeak
+    dtype: float32
+  - name: ycpeak
+    dtype: float32
+  - name: xpeak
+    dtype: float32
+  - name: ypeak
+    dtype: float32
+  - name: flag
+    dtype: float32
+  - name: x_image
+    dtype: float32
+  - name: y_image
+    dtype: float32
+  - name: number
+    dtype: float32
+  - name: ra
+    dtype: float32
+  - name: dec
+    dtype: float32
+  - name: x_world
+    dtype: float32
+  - name: y_world
+    dtype: float32
+  - name: flux_iso
+    dtype: float32
+  - name: fluxerr_iso
+    dtype: float32
+  - name: area_iso
+    dtype: float32
+  - name: mag_iso
+    dtype: float32
+  - name: kron_radius
+    dtype: float32
+  - name: kron_rcirc
+    dtype: float32
+  - name: flux_auto
+    dtype: float32
+  - name: fluxerr_auto
+    dtype: float32
+  - name: bkg_auto
+    dtype: float32
+  - name: flag_auto
+    dtype: float32
+  - name: area_auto
+    dtype: float32
+  - name: flux_radius_flag
+    dtype: float32
+  - name: flux_radius_20
+    dtype: float32
+  - name: flux_radius
+    dtype: float32
+  - name: flux_radius_90
+    dtype: float32
+  - name: tot_corr
+    dtype: float32
+  - name: mag_auto
+    dtype: float32
+  - name: magerr_auto
+    dtype: float32
+  - name: flux_aper_0
+    dtype: float32
+  - name: fluxerr_aper_0
+    dtype: float32
+  - name: flag_aper_0
+    dtype: float32
+  - name: bkg_aper_0
+    dtype: float32
+  - name: mask_aper_0
+    dtype: float32
+  - name: flux_aper_1
+    dtype: float32
+  - name: fluxerr_aper_1
+    dtype: float32
+  - name: flag_aper_1
+    dtype: float32
+  - name: bkg_aper_1
+    dtype: float32
+  - name: mask_aper_1
+    dtype: float32
+  - name: flux_aper_2
+    dtype: float32
+  - name: fluxerr_aper_2
+    dtype: float32
+  - name: flag_aper_2
+    dtype: float32
+  - name: bkg_aper_2
+    dtype: float32
+  - name: mask_aper_2
+    dtype: float32
+  - name: f105w_flux_aper_0
+    dtype: float32
+  - name: f105w_fluxerr_aper_0
+    dtype: float32
+  - name: f105w_flag_aper_0
+    dtype: float32
+  - name: f105w_bkg_aper_0
+    dtype: float32
+  - name: f105w_mask_aper_0
+    dtype: float32
+  - name: f105w_flux_aper_1
+    dtype: float32
+  - name: f105w_fluxerr_aper_1
+    dtype: float32
+  - name: f105w_flag_aper_1
+    dtype: float32
+  - name: f105w_bkg_aper_1
+    dtype: float32
+  - name: f105w_mask_aper_1
+    dtype: float32
+  - name: f105w_flux_aper_2
+    dtype: float32
+  - name: f105w_fluxerr_aper_2
+    dtype: float32
+  - name: f105w_flag_aper_2
+    dtype: float32
+  - name: f105w_bkg_aper_2
+    dtype: float32
+  - name: f105w_mask_aper_2
+    dtype: float32
+  - name: f105w_tot_corr
+    dtype: float32
+  - name: f115w_flux_aper_0
+    dtype: float32
+  - name: f115w_fluxerr_aper_0
+    dtype: float32
+  - name: f115w_flag_aper_0
+    dtype: float32
+  - name: f115w_bkg_aper_0
+    dtype: float32
+  - name: f115w_mask_aper_0
+    dtype: float32
+  - name: f115w_flux_aper_1
+    dtype: float32
+  - name: f115w_fluxerr_aper_1
+    dtype: float32
+  - name: f115w_flag_aper_1
+    dtype: float32
+  - name: f115w_bkg_aper_1
+    dtype: float32
+  - name: f115w_mask_aper_1
+    dtype: float32
+  - name: f115w_flux_aper_2
+    dtype: float32
+  - name: f115w_fluxerr_aper_2
+    dtype: float32
+  - name: f115w_flag_aper_2
+    dtype: float32
+  - name: f115w_bkg_aper_2
+    dtype: float32
+  - name: f115w_mask_aper_2
+    dtype: float32
+  - name: f115w_tot_corr
+    dtype: float32
+  - name: f125w_flux_aper_0
+    dtype: float32
+  - name: f125w_fluxerr_aper_0
+    dtype: float32
+  - name: f125w_flag_aper_0
+    dtype: float32
+  - name: f125w_bkg_aper_0
+    dtype: float32
+  - name: f125w_mask_aper_0
+    dtype: float32
+  - name: f125w_flux_aper_1
+    dtype: float32
+  - name: f125w_fluxerr_aper_1
+    dtype: float32
+  - name: f125w_flag_aper_1
+    dtype: float32
+  - name: f125w_bkg_aper_1
+    dtype: float32
+  - name: f125w_mask_aper_1
+    dtype: float32
+  - name: f125w_flux_aper_2
+    dtype: float32
+  - name: f125w_fluxerr_aper_2
+    dtype: float32
+  - name: f125w_flag_aper_2
+    dtype: float32
+  - name: f125w_bkg_aper_2
+    dtype: float32
+  - name: f125w_mask_aper_2
+    dtype: float32
+  - name: f125w_tot_corr
+    dtype: float32
+  - name: f140w_flux_aper_0
+    dtype: float32
+  - name: f140w_fluxerr_aper_0
+    dtype: float32
+  - name: f140w_flag_aper_0
+    dtype: float32
+  - name: f140w_bkg_aper_0
+    dtype: float32
+  - name: f140w_mask_aper_0
+    dtype: float32
+  - name: f140w_flux_aper_1
+    dtype: float32
+  - name: f140w_fluxerr_aper_1
+    dtype: float32
+  - name: f140w_flag_aper_1
+    dtype: float32
+  - name: f140w_bkg_aper_1
+    dtype: float32
+  - name: f140w_mask_aper_1
+    dtype: float32
+  - name: f140w_flux_aper_2
+    dtype: float32
+  - name: f140w_fluxerr_aper_2
+    dtype: float32
+  - name: f140w_flag_aper_2
+    dtype: float32
+  - name: f140w_bkg_aper_2
+    dtype: float32
+  - name: f140w_mask_aper_2
+    dtype: float32
+  - name: f140w_tot_corr
+    dtype: float32
+  - name: f150w_flux_aper_0
+    dtype: float32
+  - name: f150w_fluxerr_aper_0
+    dtype: float32
+  - name: f150w_flag_aper_0
+    dtype: float32
+  - name: f150w_bkg_aper_0
+    dtype: float32
+  - name: f150w_mask_aper_0
+    dtype: float32
+  - name: f150w_flux_aper_1
+    dtype: float32
+  - name: f150w_fluxerr_aper_1
+    dtype: float32
+  - name: f150w_flag_aper_1
+    dtype: float32
+  - name: f150w_bkg_aper_1
+    dtype: float32
+  - name: f150w_mask_aper_1
+    dtype: float32
+  - name: f150w_flux_aper_2
+    dtype: float32
+  - name: f150w_fluxerr_aper_2
+    dtype: float32
+  - name: f150w_flag_aper_2
+    dtype: float32
+  - name: f150w_bkg_aper_2
+    dtype: float32
+  - name: f150w_mask_aper_2
+    dtype: float32
+  - name: f150w_tot_corr
+    dtype: float32
+  - name: f160w_flux_aper_0
+    dtype: float32
+  - name: f160w_fluxerr_aper_0
+    dtype: float32
+  - name: f160w_flag_aper_0
+    dtype: float32
+  - name: f160w_bkg_aper_0
+    dtype: float32
+  - name: f160w_mask_aper_0
+    dtype: float32
+  - name: f160w_flux_aper_1
+    dtype: float32
+  - name: f160w_fluxerr_aper_1
+    dtype: float32
+  - name: f160w_flag_aper_1
+    dtype: float32
+  - name: f160w_bkg_aper_1
+    dtype: float32
+  - name: f160w_mask_aper_1
+    dtype: float32
+  - name: f160w_flux_aper_2
+    dtype: float32
+  - name: f160w_fluxerr_aper_2
+    dtype: float32
+  - name: f160w_flag_aper_2
+    dtype: float32
+  - name: f160w_bkg_aper_2
+    dtype: float32
+  - name: f160w_mask_aper_2
+    dtype: float32
+  - name: f160w_tot_corr
+    dtype: float32
+  - name: f200w_flux_aper_0
+    dtype: float32
+  - name: f200w_fluxerr_aper_0
+    dtype: float32
+  - name: f200w_flag_aper_0
+    dtype: float32
+  - name: f200w_bkg_aper_0
+    dtype: float32
+  - name: f200w_mask_aper_0
+    dtype: float32
+  - name: f200w_flux_aper_1
+    dtype: float32
+  - name: f200w_fluxerr_aper_1
+    dtype: float32
+  - name: f200w_flag_aper_1
+    dtype: float32
+  - name: f200w_bkg_aper_1
+    dtype: float32
+  - name: f200w_mask_aper_1
+    dtype: float32
+  - name: f200w_flux_aper_2
+    dtype: float32
+  - name: f200w_fluxerr_aper_2
+    dtype: float32
+  - name: f200w_flag_aper_2
+    dtype: float32
+  - name: f200w_bkg_aper_2
+    dtype: float32
+  - name: f200w_mask_aper_2
+    dtype: float32
+  - name: f200w_tot_corr
+    dtype: float32
+  - name: f277w_flux_aper_0
+    dtype: float32
+  - name: f277w_fluxerr_aper_0
+    dtype: float32
+  - name: f277w_flag_aper_0
+    dtype: float32
+  - name: f277w_bkg_aper_0
+    dtype: float32
+  - name: f277w_mask_aper_0
+    dtype: float32
+  - name: f277w_flux_aper_1
+    dtype: float32
+  - name: f277w_fluxerr_aper_1
+    dtype: float32
+  - name: f277w_flag_aper_1
+    dtype: float32
+  - name: f277w_bkg_aper_1
+    dtype: float32
+  - name: f277w_mask_aper_1
+    dtype: float32
+  - name: f277w_flux_aper_2
+    dtype: float32
+  - name: f277w_fluxerr_aper_2
+    dtype: float32
+  - name: f277w_flag_aper_2
+    dtype: float32
+  - name: f277w_bkg_aper_2
+    dtype: float32
+  - name: f277w_mask_aper_2
+    dtype: float32
+  - name: f277w_tot_corr
+    dtype: float32
+  - name: f350lpu_flux_aper_0
+    dtype: float32
+  - name: f350lpu_fluxerr_aper_0
+    dtype: float32
+  - name: f350lpu_flag_aper_0
+    dtype: float32
+  - name: f350lpu_bkg_aper_0
+    dtype: float32
+  - name: f350lpu_mask_aper_0
+    dtype: float32
+  - name: f350lpu_flux_aper_1
+    dtype: float32
+  - name: f350lpu_fluxerr_aper_1
+    dtype: float32
+  - name: f350lpu_flag_aper_1
+    dtype: float32
+  - name: f350lpu_bkg_aper_1
+    dtype: float32
+  - name: f350lpu_mask_aper_1
+    dtype: float32
+  - name: f350lpu_flux_aper_2
+    dtype: float32
+  - name: f350lpu_fluxerr_aper_2
+    dtype: float32
+  - name: f350lpu_flag_aper_2
+    dtype: float32
+  - name: f350lpu_bkg_aper_2
+    dtype: float32
+  - name: f350lpu_mask_aper_2
+    dtype: float32
+  - name: f350lpu_tot_corr
+    dtype: float32
+  - name: f356w_flux_aper_0
+    dtype: float32
+  - name: f356w_fluxerr_aper_0
+    dtype: float32
+  - name: f356w_flag_aper_0
+    dtype: float32
+  - name: f356w_bkg_aper_0
+    dtype: float32
+  - name: f356w_mask_aper_0
+    dtype: float32
+  - name: f356w_flux_aper_1
+    dtype: float32
+  - name: f356w_fluxerr_aper_1
+    dtype: float32
+  - name: f356w_flag_aper_1
+    dtype: float32
+  - name: f356w_bkg_aper_1
+    dtype: float32
+  - name: f356w_mask_aper_1
+    dtype: float32
+  - name: f356w_flux_aper_2
+    dtype: float32
+  - name: f356w_fluxerr_aper_2
+    dtype: float32
+  - name: f356w_flag_aper_2
+    dtype: float32
+  - name: f356w_bkg_aper_2
+    dtype: float32
+  - name: f356w_mask_aper_2
+    dtype: float32
+  - name: f356w_tot_corr
+    dtype: float32
+  - name: f435w_flux_aper_0
+    dtype: float32
+  - name: f435w_fluxerr_aper_0
+    dtype: float32
+  - name: f435w_flag_aper_0
+    dtype: float32
+  - name: f435w_bkg_aper_0
+    dtype: float32
+  - name: f435w_mask_aper_0
+    dtype: float32
+  - name: f435w_flux_aper_1
+    dtype: float32
+  - name: f435w_fluxerr_aper_1
+    dtype: float32
+  - name: f435w_flag_aper_1
+    dtype: float32
+  - name: f435w_bkg_aper_1
+    dtype: float32
+  - name: f435w_mask_aper_1
+    dtype: float32
+  - name: f435w_flux_aper_2
+    dtype: float32
+  - name: f435w_fluxerr_aper_2
+    dtype: float32
+  - name: f435w_flag_aper_2
+    dtype: float32
+  - name: f435w_bkg_aper_2
+    dtype: float32
+  - name: f435w_mask_aper_2
+    dtype: float32
+  - name: f435w_tot_corr
+    dtype: float32
+  - name: f444w_flux_aper_0
+    dtype: float32
+  - name: f444w_fluxerr_aper_0
+    dtype: float32
+  - name: f444w_flag_aper_0
+    dtype: float32
+  - name: f444w_bkg_aper_0
+    dtype: float32
+  - name: f444w_mask_aper_0
+    dtype: float32
+  - name: f444w_flux_aper_1
+    dtype: float32
+  - name: f444w_fluxerr_aper_1
+    dtype: float32
+  - name: f444w_flag_aper_1
+    dtype: float32
+  - name: f444w_bkg_aper_1
+    dtype: float32
+  - name: f444w_mask_aper_1
+    dtype: float32
+  - name: f444w_flux_aper_2
+    dtype: float32
+  - name: f444w_fluxerr_aper_2
+    dtype: float32
+  - name: f444w_flag_aper_2
+    dtype: float32
+  - name: f444w_bkg_aper_2
+    dtype: float32
+  - name: f444w_mask_aper_2
+    dtype: float32
+  - name: f444w_tot_corr
+    dtype: float32
+  - name: f475w_flux_aper_0
+    dtype: float32
+  - name: f475w_fluxerr_aper_0
+    dtype: float32
+  - name: f475w_flag_aper_0
+    dtype: float32
+  - name: f475w_bkg_aper_0
+    dtype: float32
+  - name: f475w_mask_aper_0
+    dtype: float32
+  - name: f475w_flux_aper_1
+    dtype: float32
+  - name: f475w_fluxerr_aper_1
+    dtype: float32
+  - name: f475w_flag_aper_1
+    dtype: float32
+  - name: f475w_bkg_aper_1
+    dtype: float32
+  - name: f475w_mask_aper_1
+    dtype: float32
+  - name: f475w_flux_aper_2
+    dtype: float32
+  - name: f475w_fluxerr_aper_2
+    dtype: float32
+  - name: f475w_flag_aper_2
+    dtype: float32
+  - name: f475w_bkg_aper_2
+    dtype: float32
+  - name: f475w_mask_aper_2
+    dtype: float32
+  - name: f475w_tot_corr
+    dtype: float32
+  - name: f606w_flux_aper_0
+    dtype: float32
+  - name: f606w_fluxerr_aper_0
+    dtype: float32
+  - name: f606w_flag_aper_0
+    dtype: float32
+  - name: f606w_bkg_aper_0
+    dtype: float32
+  - name: f606w_mask_aper_0
+    dtype: float32
+  - name: f606w_flux_aper_1
+    dtype: float32
+  - name: f606w_fluxerr_aper_1
+    dtype: float32
+  - name: f606w_flag_aper_1
+    dtype: float32
+  - name: f606w_bkg_aper_1
+    dtype: float32
+  - name: f606w_mask_aper_1
+    dtype: float32
+  - name: f606w_flux_aper_2
+    dtype: float32
+  - name: f606w_fluxerr_aper_2
+    dtype: float32
+  - name: f606w_flag_aper_2
+    dtype: float32
+  - name: f606w_bkg_aper_2
+    dtype: float32
+  - name: f606w_mask_aper_2
+    dtype: float32
+  - name: f606w_tot_corr
+    dtype: float32
+  - name: f775w_flux_aper_0
+    dtype: float32
+  - name: f775w_fluxerr_aper_0
+    dtype: float32
+  - name: f775w_flag_aper_0
+    dtype: float32
+  - name: f775w_bkg_aper_0
+    dtype: float32
+  - name: f775w_mask_aper_0
+    dtype: float32
+  - name: f775w_flux_aper_1
+    dtype: float32
+  - name: f775w_fluxerr_aper_1
+    dtype: float32
+  - name: f775w_flag_aper_1
+    dtype: float32
+  - name: f775w_bkg_aper_1
+    dtype: float32
+  - name: f775w_mask_aper_1
+    dtype: float32
+  - name: f775w_flux_aper_2
+    dtype: float32
+  - name: f775w_fluxerr_aper_2
+    dtype: float32
+  - name: f775w_flag_aper_2
+    dtype: float32
+  - name: f775w_bkg_aper_2
+    dtype: float32
+  - name: f775w_mask_aper_2
+    dtype: float32
+  - name: f775w_tot_corr
+    dtype: float32
+  - name: f814w_flux_aper_0
+    dtype: float32
+  - name: f814w_fluxerr_aper_0
+    dtype: float32
+  - name: f814w_flag_aper_0
+    dtype: float32
+  - name: f814w_bkg_aper_0
+    dtype: float32
+  - name: f814w_mask_aper_0
+    dtype: float32
+  - name: f814w_flux_aper_1
+    dtype: float32
+  - name: f814w_fluxerr_aper_1
+    dtype: float32
+  - name: f814w_flag_aper_1
+    dtype: float32
+  - name: f814w_bkg_aper_1
+    dtype: float32
+  - name: f814w_mask_aper_1
+    dtype: float32
+  - name: f814w_flux_aper_2
+    dtype: float32
+  - name: f814w_fluxerr_aper_2
+    dtype: float32
+  - name: f814w_flag_aper_2
+    dtype: float32
+  - name: f814w_bkg_aper_2
+    dtype: float32
+  - name: f814w_mask_aper_2
+    dtype: float32
+  - name: f814w_tot_corr
+    dtype: float32
+  - name: f850lp_flux_aper_0
+    dtype: float32
+  - name: f850lp_fluxerr_aper_0
+    dtype: float32
+  - name: f850lp_flag_aper_0
+    dtype: float32
+  - name: f850lp_bkg_aper_0
+    dtype: float32
+  - name: f850lp_mask_aper_0
+    dtype: float32
+  - name: f850lp_flux_aper_1
+    dtype: float32
+  - name: f850lp_fluxerr_aper_1
+    dtype: float32
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+    num_examples: 1000
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+  dataset_size: 263509895
+configs:
+- config_name: ngdeep
+  data_files:
+  - split: train
+    path: ngdeep/train-*
+---

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