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Easier local running #3

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39f15b9
Modify latent.ipynb for easier local run
chigozienri May 24, 2022
effe0b4
Modify v.ipynb for easier local run
chigozienri May 24, 2022
cb5791a
Restore /choose/your/local/model/path string
chigozienri May 24, 2022
90e2933
Restore /choose/your/local/model/path string
chigozienri May 24, 2022
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93 changes: 54 additions & 39 deletions latent.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,15 +1,5 @@
{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"colab_type": "text",
"id": "view-in-github"
},
"source": [
"<a href=\"https://colab.research.google.com/github/multimodalart/majesty-diffusion/blob/main/latent.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "markdown",
"metadata": {
Expand Down Expand Up @@ -53,28 +43,39 @@
"#@markdown Enable saving models to Google Drive to avoid downloading the model every Colab instance\n",
"save_models_to_google_drive = True #@param {type:\"boolean\"}\n",
"\n",
"if save_outputs_to_google_drive or save_models_to_google_drive:\n",
" from google.colab import drive\n",
" try:\n",
" drive.mount('/content/gdrive')\n",
" except:\n",
" save_outputs_to_google_drive = False\n",
" save_models_to_google_drive = False\n",
"\n",
"model_path = \"/content/gdrive/MyDrive/AI/models\" if save_models_to_google_drive else \"/content/\"\n",
"outputs_path = \"/content/gdrive/MyDrive/AI/latent_majesty_diffusion\" if save_outputs_to_google_drive else \"/content/outputs\"\n",
"!mkdir -p $model_path\n",
"!mkdir -p $outputs_path\n",
"print(f\"Model will be stored at {model_path}\")\n",
"print(f\"Outputs will be saved to {outputs_path}\")\n",
"try:\n",
" import google.colab\n",
"except ModuleNotFoundError:\n",
" is_local = True\n",
"else:\n",
" is_local = False\n",
"\n",
"if not is_local:\n",
" if save_outputs_to_google_drive or save_models_to_google_drive:\n",
" from google.colab import drive\n",
" try:\n",
" drive.mount('/content/gdrive')\n",
" except:\n",
" save_outputs_to_google_drive = False\n",
" save_models_to_google_drive = False\n",
"\n",
" model_path = \"/content/gdrive/MyDrive/AI/models\" if save_models_to_google_drive else \"/content/\"\n",
" outputs_path = \"/content/gdrive/MyDrive/AI/latent_majesty_diffusion\" if save_outputs_to_google_drive else \"/content/outputs\"\n",
" !mkdir -p $model_path\n",
" !mkdir -p $outputs_path\n",
" print(f\"Model will be stored at {model_path}\")\n",
" print(f\"Outputs will be saved to {outputs_path}\")\n",
"\n",
"#If you want to run it locally change it to true\n",
"is_local = False\n",
"skip_installs = False\n",
"if(is_local):\n",
" model_path = \"/choose/your/local/model/path\"\n",
" outputs_path = \"/choose/your/local/outputs/path\"\n",
" skip_installs = True"
" # TODO: Make an install script so local run\n",
" # doesn't need to rely on the notebook for installation\n",
" # skip_installs = True\n",
" save_outputs_to_google_drive = False\n",
" save_models_to_google_drive = False"
]
},
{
Expand Down Expand Up @@ -119,11 +120,21 @@
" downgrade_pytorch_result = subprocess.run(['pip', 'install', 'torch==1.10.2', 'torchvision==0.11.3', '-q'], stdout=subprocess.PIPE).stdout.decode('utf-8')\n",
" import sys\n",
" sys.path.append(\".\")\n",
" # TODO: If latent-diffusion is already pip installed, check that it is the correct version\n",
" !git clone https://github.com/multimodalart/latent-diffusion\n",
" !git clone https://github.com/CompVis/taming-transformers\n",
" !git clone https://github.com/TencentARC/GFPGAN\n",
" !git clone https://github.com/multimodalart/majesty-diffusion\n",
" !git lfs clone https://github.com/LAION-AI/aesthetic-predictor\n",
" if is_local:\n",
" # \"WARNING: 'git lfs clone' is deprecated and will not be updated\n",
" # with new flags from 'git clone'\n",
" # 'git clone' has been updated in upstream Git to have comparable\n",
" # speeds to 'git lfs clone'.\"\n",
"\n",
" # Local systems will not necessarily have git-lfs, so\n",
" !git clone https://github.com/LAION-AI/aesthetic-predictor\n",
" else:\n",
" !git lfs clone https://github.com/LAION-AI/aesthetic-predictor\n",
" !pip install -e ./taming-transformers\n",
" !pip install omegaconf>=2.0.0 pytorch-lightning>=1.0.8 torch-fidelity einops\n",
" !pip install transformers\n",
Expand All @@ -139,6 +150,7 @@
" from taming.models import vqgan\n",
" from subprocess import Popen, PIPE\n",
" try:\n",
" # TODO: Check that installed mmc is gradient_checkpointing branch\n",
" import mmc\n",
" except:\n",
" # install mmc\n",
Expand Down Expand Up @@ -1216,13 +1228,6 @@
"experimental_aesthetic_embeddings_score = 9"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "ZUu_pyTkuxiT"
},
"source": []
},
{
"cell_type": "markdown",
"metadata": {
Expand Down Expand Up @@ -1314,7 +1319,7 @@
" custom_settings = f'majesty-diffusion/latent_settings_library/{settings_library}.cfg'\n",
"\n",
"global_var_scope = globals()\n",
"if(custom_settings is not None and custom_settings is not '' and custom_settings != 'path/to/settings.cfg'):\n",
"if(custom_settings is not None and custom_settings != '' and custom_settings != 'path/to/settings.cfg'):\n",
" print('Loaded ', custom_settings)\n",
" try:\n",
" from configparser import ConfigParser\n",
Expand Down Expand Up @@ -1345,7 +1350,7 @@
" for advanced_setting in advanced_settings:\n",
" global_var_scope[advanced_setting[0]] = eval(advanced_setting[1])\n",
"\n",
"if(((init_image is not None) or (init_image != 'None') or (init_image != '')) and starting_timestep is not 1 and custom_schedule_setting[0][1] == 1000):\n",
"if(((init_image is not None) or (init_image != 'None') or (init_image != '')) and starting_timestep != 1 and custom_schedule_setting[0][1] == 1000):\n",
" custom_schedule_setting[0] = [custom_schedule_setting[0][0], custom_schedule_setting[0][1]*starting_timestep, custom_schedule_setting[0][2]]\n",
"\n",
"prompts = clip_prompts\n",
Expand Down Expand Up @@ -1445,13 +1450,23 @@
"provenance": []
},
"kernelspec": {
"display_name": "Python 3",
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"name": "python"
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.12"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
}
82 changes: 45 additions & 37 deletions v.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,15 +1,5 @@
{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"colab_type": "text",
"id": "view-in-github"
},
"source": [
"<a href=\"https://colab.research.google.com/github/multimodalart/majesty-diffusion/blob/main/v.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "markdown",
"metadata": {
Expand Down Expand Up @@ -51,7 +41,7 @@
"execution_count": null,
"metadata": {
"cellView": "form",
"id": "AHukAUBzBxZf"
"id": "YjHdHnfVJewN"
},
"outputs": [],
"source": [
Expand All @@ -60,28 +50,39 @@
"#@markdown Enable saving models to Google Drive to avoid downloading the model every Colab instance\n",
"save_models_to_google_drive = True #@param {type:\"boolean\"}\n",
"\n",
"if save_outputs_to_google_drive or save_models_to_google_drive:\n",
" from google.colab import drive\n",
" try:\n",
" drive.mount('/content/gdrive')\n",
" except:\n",
" save_outputs_to_google_drive = False\n",
" save_models_to_google_drive = False\n",
"\n",
"model_path = \"/content/gdrive/MyDrive/AI/models\" if save_models_to_google_drive else \"/content/\"\n",
"outputs_path = \"/content/gdrive/MyDrive/AI/v-majesty-diffusion\" if save_outputs_to_google_drive else \"/content/outputs\"\n",
"!mkdir -p $model_path\n",
"!mkdir -p $outputs_path\n",
"print(f\"Model will be stored at {model_path}\")\n",
"print(f\"Outputs will be saved to {outputs_path}\")\n",
"try:\n",
" import google.colab\n",
"except ModuleNotFoundError:\n",
" is_local = True\n",
"else:\n",
" is_local = False\n",
"\n",
"if not is_local:\n",
" if save_outputs_to_google_drive or save_models_to_google_drive:\n",
" from google.colab import drive\n",
" try:\n",
" drive.mount('/content/gdrive')\n",
" except:\n",
" save_outputs_to_google_drive = False\n",
" save_models_to_google_drive = False\n",
"\n",
" model_path = \"/content/gdrive/MyDrive/AI/models\" if save_models_to_google_drive else \"/content/\"\n",
" outputs_path = \"/content/gdrive/MyDrive/AI/latent_majesty_diffusion\" if save_outputs_to_google_drive else \"/content/outputs\"\n",
" !mkdir -p $model_path\n",
" !mkdir -p $outputs_path\n",
" print(f\"Model will be stored at {model_path}\")\n",
" print(f\"Outputs will be saved to {outputs_path}\")\n",
"\n",
"#If you want to run it locally change it to true\n",
"is_local = False\n",
"skip_installs = False\n",
"if(is_local):\n",
" model_path = \"/choose/your/local/model/path\"\n",
" outputs_path = \"/choose/your/local/outputs/path\"\n",
" skip_installs = True"
" # TODO: Make an install script so local run\n",
" # doesn't need to rely on the notebook for installation\n",
" # skip_installs = True\n",
" save_outputs_to_google_drive = False\n",
" save_models_to_google_drive = False"
]
},
{
Expand Down Expand Up @@ -115,7 +116,16 @@
" !git clone https://github.com/crowsonkb/v-diffusion-pytorch\n",
" !git clone https://github.com/crowsonkb/guided-diffusion\n",
" !git clone https://github.com/multimodalart/majesty-diffusion\n",
" !git lfs clone https://github.com/LAION-AI/aesthetic-predictor\n",
" if is_local:\n",
" # \"WARNING: 'git lfs clone' is deprecated and will not be updated\n",
" # with new flags from 'git clone'\n",
" # 'git clone' has been updated in upstream Git to have comparable\n",
" # speeds to 'git lfs clone'.\"\n",
"\n",
" # Local systems will not necessarily have git-lfs, so\n",
" !git clone https://github.com/LAION-AI/aesthetic-predictor\n",
" else:\n",
" !git lfs clone https://github.com/LAION-AI/aesthetic-predictor\n",
" sys.path.append('./guided-diffusion')\n",
" !pip install omegaconf>=2.0.0 pytorch-lightning>=1.0.8 torch-fidelity einops\n",
" !pip install resize-right\n",
Expand All @@ -125,6 +135,7 @@
" !pip install fairscale\n",
" from subprocess import Popen, PIPE\n",
" try:\n",
" # TODO: Check that installed mmc is gradient_checkpointing branch\n",
" import mmc\n",
" except:\n",
" # install mmc\n",
Expand Down Expand Up @@ -608,8 +619,7 @@
"execution_count": null,
"metadata": {
"cellView": "form",
"id": "Fpbody2NCR7w",
"scrolled": false
"id": "Fpbody2NCR7w"
},
"outputs": [],
"source": [
Expand Down Expand Up @@ -774,8 +784,7 @@
"execution_count": null,
"metadata": {
"cellView": "form",
"id": "VnQjGugaDZPJ",
"scrolled": false
"id": "VnQjGugaDZPJ"
},
"outputs": [],
"source": [
Expand Down Expand Up @@ -1588,8 +1597,7 @@
"execution_count": null,
"metadata": {
"cellView": "form",
"id": "X5gODNAMEUCR",
"scrolled": false
"id": "X5gODNAMEUCR"
},
"outputs": [],
"source": [
Expand Down Expand Up @@ -1664,7 +1672,7 @@
" else:\n",
" custom_settings = f'majesty-diffusion/v_settings_library/{settings_library}.cfg'\n",
"\n",
"is_custom_settings = (custom_settings is not None and custom_settings is not '' and custom_settings != 'path/to/settings.cfg')\n",
"is_custom_settings = (custom_settings is not None and custom_settings != '' and custom_settings != 'path/to/settings.cfg')\n",
"\n",
"#Reload the user selected models after an upscale or after they remove a settings file\n",
"if(has_upscaled or (has_loaded_custom and not is_custom_settings)):\n",
Expand Down Expand Up @@ -1833,7 +1841,7 @@
"hash": "9e3236fd3f990fb8325876dc599ef7209db0a0fa116cc6a98c96d08faccfbfa5"
},
"kernelspec": {
"display_name": "Python 3.9.12 ('multimodal')",
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
Expand All @@ -1857,4 +1865,4 @@
},
"nbformat": 4,
"nbformat_minor": 0
}
}