diff --git a/modules/sd_samplers_common.py b/modules/sd_samplers_common.py index feb1a9db2..60fa161cc 100644 --- a/modules/sd_samplers_common.py +++ b/modules/sd_samplers_common.py @@ -35,10 +35,15 @@ approximation_indexes = {"Full": 0, "Approx NN": 1, "Approx cheap": 2, "TAESD": def samples_to_images_tensor(sample, approximation=None, model=None): - '''latents -> images [-1, 1]''' + """Transforms 4-channel latent space images into 3-channel RGB image tensors, with values in range [-1, 1].""" + if approximation is None or (shared.state.interrupted and opts.live_preview_fast_interrupt): approximation = approximation_indexes.get(opts.show_progress_type, 0) + from modules import lowvram + if approximation == 0 and lowvram.is_enabled(shared.sd_model) and not shared.opts.live_preview_allow_lowvram_full: + approximation = 1 + if approximation == 2: x_sample = sd_vae_approx.cheap_approximation(sample) elif approximation == 1: diff --git a/modules/shared_options.py b/modules/shared_options.py index 095cf4792..88f6b334c 100644 --- a/modules/shared_options.py +++ b/modules/shared_options.py @@ -287,6 +287,7 @@ options_templates.update(options_section(('ui', "Live previews"), { "show_progress_grid": OptionInfo(True, "Show previews of all images generated in a batch as a grid"), "show_progress_every_n_steps": OptionInfo(10, "Live preview display period", gr.Slider, {"minimum": -1, "maximum": 32, "step": 1}).info("in sampling steps - show new live preview image every N sampling steps; -1 = only show after completion of batch"), "show_progress_type": OptionInfo("Approx NN", "Live preview method", gr.Radio, {"choices": ["Full", "Approx NN", "Approx cheap", "TAESD"]}).info("Full = slow but pretty; Approx NN and TAESD = fast but low quality; Approx cheap = super fast but terrible otherwise"), + "live_preview_allow_lowvram_full": OptionInfo(False, "Allow Full live preview method with lowvram/medvram").info("If not, Approx NN will be used instead; Full live preview method is very detrimental to speed if lowvram/medvram optimizations are enabled"), "live_preview_content": OptionInfo("Prompt", "Live preview subject", gr.Radio, {"choices": ["Combined", "Prompt", "Negative prompt"]}), "live_preview_refresh_period": OptionInfo(1000, "Progressbar and preview update period").info("in milliseconds"), "live_preview_fast_interrupt": OptionInfo(False, "Return image with chosen live preview method on interrupt").info("makes interrupts faster"),