check_padis_public_recon_alignment.py 🚧¶

Source: scripts/dev/check_padis_public_recon_alignment.py

Warning

This file has not yet received a complete narrative and docstring audit. Its public source-level API is listed automatically below.

Focused checks for LION PaDIS public-repo reconstruction compatibility.

PROJECT_ROOT

PADIS_REPO

class PublicStyleDenoiser: Analytic denoiser exposing the public PaDIS model interface.

PublicStyleDenoiser.forward(self, x, sigma, x_pos=None, class_labels=None): No docstring is available.

PublicStyleDenoiser.round_sigma(self, sigma): No docstring is available.

class RawEDMModel(*, pad_width=2, patch_size=5): Wrap an analytic denoiser with raw EDM preconditioning semantics.

RawEDMModel.forward(self, model_input, c_noise): No docstring is available.

class IdentityOperator(shape): Small identity forward model used to isolate sampler mechanics.

IdentityOperator.forward(self, x): No docstring is available.

IdentityOperator.A(self, x): No docstring is available.

IdentityOperator.adjoint(self, y): No docstring is available.

IdentityOperator.AT(self, y): No docstring is available.

IdentityOperator.inverse(self, y): No docstring is available.

IdentityOperator.Adagger(self, y): No docstring is available.

IdentityOperator.domain_shape(self): No docstring is available.

IdentityOperator.range_shape(self): No docstring is available.

make_lion_reconstructor(*, image_size=8, pad_width=2, patch_size=5): No docstring is available.

full_position_grid(height, width, device): No docstring is available.

assert_close(name, got, expected, atol=2e-05, rtol=2e-05): No docstring is available.

test_noise_schedule(): No docstring is available.

test_patch_layout_and_denoising(): No docstring is available.

test_dps_loop_identity_operator(): No docstring is available.

main(): Run deterministic public/LION sampler-alignment assertions.