lllyasviel/stable-diffusion-webui-forge
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remove everything related to training

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layerdiffusion
2024-08-05 04:29:23 -07:00
parent bd5a840519
commit 77a4980f08
31 changed files with 347 additions and 2202 deletions
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51
modules/api/api.py
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@@ -21,8 +21,7 @@ from modules import sd_samplers, deepbooru, sd_hijack, images, scripts, ui, post
from modules.api import models
from modules.shared import opts
from modules.processing import StableDiffusionProcessingTxt2Img, StableDiffusionProcessingImg2Img, process_images
from modules.textual_inversion.textual_inversion import create_embedding, train_embedding
from modules.hypernetworks.hypernetwork import create_hypernetwork, train_hypernetwork
from modules.textual_inversion.textual_inversion import create_embedding
from PIL import PngImagePlugin
from modules.realesrgan_model import get_realesrgan_models
from modules import devices
@@ -235,8 +234,6 @@ class Api:
self.add_api_route("/sdapi/v1/refresh-vae", self.refresh_vae, methods=["POST"])
self.add_api_route("/sdapi/v1/create/embedding", self.create_embedding, methods=["POST"], response_model=models.CreateResponse)
self.add_api_route("/sdapi/v1/create/hypernetwork", self.create_hypernetwork, methods=["POST"], response_model=models.CreateResponse)
self.add_api_route("/sdapi/v1/train/embedding", self.train_embedding, methods=["POST"], response_model=models.TrainResponse)
self.add_api_route("/sdapi/v1/train/hypernetwork", self.train_hypernetwork, methods=["POST"], response_model=models.TrainResponse)
self.add_api_route("/sdapi/v1/memory", self.get_memory, methods=["GET"], response_model=models.MemoryResponse)
self.add_api_route("/sdapi/v1/unload-checkpoint", self.unloadapi, methods=["POST"])
self.add_api_route("/sdapi/v1/reload-checkpoint", self.reloadapi, methods=["POST"])
@@ -801,52 +798,6 @@ class Api:
finally:
shared.state.end()
def train_embedding(self, args: dict):
try:
shared.state.begin(job="train_embedding")
apply_optimizations = shared.opts.training_xattention_optimizations
error = None
filename = ''
if not apply_optimizations:
sd_hijack.undo_optimizations()
try:
embedding, filename = train_embedding(**args) # can take a long time to complete
except Exception as e:
error = e
finally:
if not apply_optimizations:
sd_hijack.apply_optimizations()
return models.TrainResponse(info=f"train embedding complete: filename: {filename} error: {error}")
except Exception as msg:
return models.TrainResponse(info=f"train embedding error: {msg}")
finally:
shared.state.end()
def train_hypernetwork(self, args: dict):
try:
shared.state.begin(job="train_hypernetwork")
shared.loaded_hypernetworks = []
apply_optimizations = shared.opts.training_xattention_optimizations
error = None
filename = ''
if not apply_optimizations:
sd_hijack.undo_optimizations()
try:
hypernetwork, filename = train_hypernetwork(**args)
except Exception as e:
error = e
finally:
shared.sd_model.cond_stage_model.to(devices.device)
shared.sd_model.first_stage_model.to(devices.device)
if not apply_optimizations:
sd_hijack.apply_optimizations()
shared.state.end()
return models.TrainResponse(info=f"train embedding complete: filename: {filename} error: {error}")
except Exception as exc:
return models.TrainResponse(info=f"train embedding error: {exc}")
finally:
shared.state.end()
def get_memory(self):
try:
import os