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papuSpartan 2023-04-01 02:07:08 -05:00
parent 22bcc7be42
commit 56680cd84a
3 changed files with 18 additions and 0 deletions
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6
launch.py
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@ -238,12 +238,14 @@ def prepare_environment():
k_diffusion_repo = os.environ.get('K_DIFFUSION_REPO', 'https://github.com/crowsonkb/k-diffusion.git') k_diffusion_repo = os.environ.get('K_DIFFUSION_REPO', 'https://github.com/crowsonkb/k-diffusion.git')
codeformer_repo = os.environ.get('CODEFORMER_REPO', 'https://github.com/sczhou/CodeFormer.git') codeformer_repo = os.environ.get('CODEFORMER_REPO', 'https://github.com/sczhou/CodeFormer.git')
blip_repo = os.environ.get('BLIP_REPO', 'https://github.com/salesforce/BLIP.git') blip_repo = os.environ.get('BLIP_REPO', 'https://github.com/salesforce/BLIP.git')
tomesd_repo = os.environ.get('TOMESD_REPO', 'https://github.com/dbolya/tomesd.git')
stable_diffusion_commit_hash = os.environ.get('STABLE_DIFFUSION_COMMIT_HASH', "cf1d67a6fd5ea1aa600c4df58e5b47da45f6bdbf") stable_diffusion_commit_hash = os.environ.get('STABLE_DIFFUSION_COMMIT_HASH', "cf1d67a6fd5ea1aa600c4df58e5b47da45f6bdbf")
taming_transformers_commit_hash = os.environ.get('TAMING_TRANSFORMERS_COMMIT_HASH', "24268930bf1dce879235a7fddd0b2355b84d7ea6") taming_transformers_commit_hash = os.environ.get('TAMING_TRANSFORMERS_COMMIT_HASH', "24268930bf1dce879235a7fddd0b2355b84d7ea6")
k_diffusion_commit_hash = os.environ.get('K_DIFFUSION_COMMIT_HASH', "5b3af030dd83e0297272d861c19477735d0317ec") k_diffusion_commit_hash = os.environ.get('K_DIFFUSION_COMMIT_HASH', "5b3af030dd83e0297272d861c19477735d0317ec")
codeformer_commit_hash = os.environ.get('CODEFORMER_COMMIT_HASH', "c5b4593074ba6214284d6acd5f1719b6c5d739af") codeformer_commit_hash = os.environ.get('CODEFORMER_COMMIT_HASH', "c5b4593074ba6214284d6acd5f1719b6c5d739af")
blip_commit_hash = os.environ.get('BLIP_COMMIT_HASH', "48211a1594f1321b00f14c9f7a5b4813144b2fb9") blip_commit_hash = os.environ.get('BLIP_COMMIT_HASH', "48211a1594f1321b00f14c9f7a5b4813144b2fb9")
tomesd_commit_hash = os.environ.get('TOMESD_COMMIT_HASH', "4f936c257e10848e0399fc6d0484a1761812092a")
if not args.skip_python_version_check: if not args.skip_python_version_check:
check_python_version() check_python_version()
@ -280,6 +282,10 @@ def prepare_environment():
elif platform.system() == "Linux": elif platform.system() == "Linux":
run_pip(f"install {xformers_package}", "xformers") run_pip(f"install {xformers_package}", "xformers")
if (not is_installed("tomesd") or args.reinstall_tomesd) and args.token_merging:
git_clone(tomesd_repo, repo_dir('tomesd'), "tomesd", tomesd_commit_hash)
run_pip(f"install {repo_dir('tomesd')}")
if not is_installed("pyngrok") and args.ngrok: if not is_installed("pyngrok") and args.ngrok:
run_pip("install pyngrok", "ngrok") run_pip("install pyngrok", "ngrok")

4
modules/cmd_args.py
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@ -101,3 +101,7 @@ parser.add_argument("--no-gradio-queue", action='store_true', help="Disables gra
parser.add_argument("--skip-version-check", action='store_true', help="Do not check versions of torch and xformers") parser.add_argument("--skip-version-check", action='store_true', help="Do not check versions of torch and xformers")
parser.add_argument("--no-hashing", action='store_true', help="disable sha256 hashing of checkpoints to help loading performance", default=False) parser.add_argument("--no-hashing", action='store_true', help="disable sha256 hashing of checkpoints to help loading performance", default=False)
parser.add_argument("--no-download-sd-model", action='store_true', help="don't download SD1.5 model even if no model is found in --ckpt-dir", default=False) parser.add_argument("--no-download-sd-model", action='store_true', help="don't download SD1.5 model even if no model is found in --ckpt-dir", default=False)
# token merging / tomesd
parser.add_argument("--token-merging", action='store_true', help="Provides generation speedup by merging redundant tokens. (compatible with --xformers)", default=False)
parser.add_argument("--token-merging-ratio", type=float, help="Adjusts ratio of merged to untouched tokens. Range: (0.0-1.0], Defaults to 0.5", default=0.5)

8
modules/sd_models.py
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@ -9,6 +9,7 @@ from omegaconf import OmegaConf
from os import mkdir from os import mkdir
from urllib import request from urllib import request
import ldm.modules.midas as midas import ldm.modules.midas as midas
import tomesd
from ldm.util import instantiate_from_config from ldm.util import instantiate_from_config
@ -430,6 +431,13 @@ def load_model(checkpoint_info=None, already_loaded_state_dict=None, time_taken_
try: try:
with sd_disable_initialization.DisableInitialization(disable_clip=clip_is_included_into_sd): with sd_disable_initialization.DisableInitialization(disable_clip=clip_is_included_into_sd):
sd_model = instantiate_from_config(sd_config.model) sd_model = instantiate_from_config(sd_config.model)
if shared.cmd_opts.token_merging:
ratio = shared.cmd_opts.token_merging_ratio
tomesd.apply_patch(sd_model, ratio=ratio)
print(f"Model accelerated using {(ratio * 100)}% token merging via tomesd.")
timer.record("token merging")
except Exception as e: except Exception as e:
pass pass