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added button to just load a training set's loss information, added installing broncotc/bitsandbytes-rocm when running setup-rocm.sh

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mrq 2023-03-02 01:35:12 +00:00
parent 534a761e49
commit c956d81baf
12 changed files with 105 additions and 69 deletions
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6
setup-cuda.bat
View File

@ -7,12 +7,12 @@ python -m pip install --upgrade pip
python -m pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu117
python -m pip install -r .\dlas\requirements.txt
python -m pip install -r .\tortoise-tts\requirements.txt
python -m pip install -r .\requirements.txt
python -m pip install -e .\tortoise-tts\
python -m pip install -r .\requirements.txt
xcopy .\dlas\bitsandbytes_windows\* .\venv\Lib\site-packages\bitsandbytes\. /Y
xcopy .\dlas\bitsandbytes_windows\cuda_setup\* .\venv\Lib\site-packages\bitsandbytes\cuda_setup\. /Y
xcopy .\dlas\bitsandbytes_windows\nn\* .\venv\Lib\site-packages\bitsandbytes\nn\. /Y
deactivate
pause
pause
deactivate

19
setup-cuda.sh
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@ -1,14 +1,17 @@
#!/bin/bash
# get local dependencies
git submodule init
git submodule update --remote
# setup venv
python3 -m venv venv
source ./venv/bin/activate
python3 -m pip install --upgrade pip
python3 -m pip install --upgrade pip # just to be safe
# CUDA
pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu116
python3 -m pip install -r ./dlas/requirements.txt
python3 -m pip install -r ./tortoise-tts/requirements.txt
python3 -m pip install -r ./requirements.txt
python3 -m pip install -e ./tortoise-tts/
deactivate
pip3 install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu117
# install requirements
python3 -m pip install -r ./dlas/requirements.txt # instal DLAS requirements
python3 -m pip install -r ./tortoise-tts/requirements.txt # install TorToiSe requirements
python3 -m pip install -e ./tortoise-tts/ # install TorToiSe
python3 -m pip install -r ./requirements.txt # install local requirements
deactivate

9
setup-directml.bat
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@ -4,10 +4,11 @@ git submodule update --remote
python -m venv venv
call .\venv\Scripts\activate.bat
python -m pip install --upgrade pip
python -m pip install torch torchvision torchaudio torch-directml==0.1.13.1.dev230119
python -m pip install torch torchvision torchaudio torch-directml
python -m pip install -r .\dlas\requirements.txt
python -m pip install -r .\tortoise-tts\requirements.txt
python -m pip install -r .\requirements.txt
python -m pip install -e .\tortoise-tts\
deactivate
pause
python -m pip install -r .\requirements.txt
pause
deactivate

22
setup-rocm.sh
View File

@ -1,14 +1,20 @@
#!/bin/bash
# get local dependencies
git submodule init
git submodule update --remote
# setup venv
python3 -m venv venv
source ./venv/bin/activate
python3 -m pip install --upgrade pip
python3 -m pip install --upgrade pip # just to be safe
# ROCM
pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/rocm5.1.1 # 5.2 does not work for me desu
python3 -m pip install -r ./dlas/requirements.txt
python3 -m pip install -r ./tortoise-tts/requirements.txt
python3 -m pip install -r ./requirements.txt
python3 -m pip install -e ./tortoise-tts/
deactivate
pip3 install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/rocm5.1.1 # 5.2 does not work for me desu
# install requirements
python3 -m pip install -r ./dlas/requirements.txt # instal DLAS requirements
python3 -m pip install -r ./tortoise-tts/requirements.txt # install TorToiSe requirements
python3 -m pip install -e ./tortoise-tts/ # install TorToiSe
python3 -m pip install -r ./requirements.txt # install local requirements
# swap to ROCm version of BitsAndBytes
pip3 uninstall bitsandbytes
pip3 install git+https://github.com/broncotc/bitsandbytes-rocm
deactivate

24
src/utils.py
View File

@ -477,7 +477,7 @@ def compute_latents(voice, voice_latents_chunks, progress=gr.Progress(track_tqdm
# superfluous, but it cleans up some things
class TrainingState():
def __init__(self, config_path, keep_x_past_datasets=0):
def __init__(self, config_path, keep_x_past_datasets=0, start=True):
self.cmd = ['train.bat', config_path] if os.name == "nt" else ['bash', './train.sh', config_path]
# parse config to get its iteration
@ -527,8 +527,10 @@ class TrainingState():
self.losses = []
self.load_losses()
self.cleanup_old(keep=keep_x_past_datasets)
self.spawn_process()
if keep_x_past_datasets > 0:
self.cleanup_old(keep=keep_x_past_datasets)
if start:
self.spawn_process()
def spawn_process(self):
print("Spawning process: ", " ".join(self.cmd))
@ -778,11 +780,19 @@ def get_training_losses():
return
return pd.DataFrame(training_state.losses)
def update_training_dataplot():
def update_training_dataplot(config_path=None):
global training_state
if not training_state or not training_state.losses:
return
return gr.LinePlot.update(value=pd.DataFrame(training_state.losses))
update = None
if not training_state:
training_state = TrainingState(config_path=config_path, start=False)
update = gr.LinePlot.update(value=pd.DataFrame(training_state.losses))
del training_state
training_state = None
else:
update = gr.LinePlot.update(value=pd.DataFrame(training_state.losses))
return update
def reconnect_training(verbose=False, buffer_size=8, progress=gr.Progress(track_tqdm=True)):
global training_state

36
src/webui.py
View File

@ -527,17 +527,9 @@ def setup_gradio():
with gr.Row():
with gr.Column():
training_configs = gr.Dropdown(label="Training Configuration", choices=get_training_list())
refresh_configs = gr.Button(value="Refresh Configurations")
with gr.Row():
start_training_button = gr.Button(value="Train")
stop_training_button = gr.Button(value="Stop")
reconnect_training_button = gr.Button(value="Reconnect")
with gr.Column():
training_output = gr.TextArea(label="Console Output", interactive=False, max_lines=8)
verbose_training = gr.Checkbox(label="Verbose Console Output", value=True)
training_buffer_size = gr.Slider(label="Console Buffer Size", minimum=4, maximum=32, value=8)
training_keep_x_past_datasets = gr.Slider(label="Keep X Previous States", minimum=0, maximum=8, value=0, step=1)
refresh_configs = gr.Button(value="Refresh Configurations")
training_loss_graph = gr.LinePlot(label="Training Metrics",
x="step",
y="value",
@ -545,8 +537,19 @@ def setup_gradio():
color="type",
tooltip=['step', 'value', 'type'],
width=600,
height=350
height=350,
)
view_losses = gr.Button(value="View Losses")
with gr.Column():
training_output = gr.TextArea(label="Console Output", interactive=False, max_lines=8)
verbose_training = gr.Checkbox(label="Verbose Console Output", value=True)
training_buffer_size = gr.Slider(label="Console Buffer Size", minimum=4, maximum=32, value=8)
training_keep_x_past_datasets = gr.Slider(label="Keep X Previous States", minimum=0, maximum=8, value=0, step=1)
with gr.Row():
start_training_button = gr.Button(value="Train")
stop_training_button = gr.Button(value="Stop")
reconnect_training_button = gr.Button(value="Reconnect")
with gr.Tab("Settings"):
with gr.Row():
exec_inputs = []
@ -763,6 +766,17 @@ def setup_gradio():
],
show_progress=False,
)
view_losses.click(
fn=update_training_dataplot,
inputs=[
training_configs
],
outputs=[
training_loss_graph,
],
)
stop_training_button.click(stop_training,
inputs=None,
outputs=training_output #console_output

1
start.bat
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@ -1,5 +1,4 @@
call .\venv\Scripts\activate.bat
set PATH=.\bin\;%PATH%
python .\src\main.py %*
deactivate
pause

4
train.bat
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@ -1,4 +1,4 @@
call .\venv\Scripts\activate.bat
python ./src/train.py -opt "%1"
deactivate
pause
pause
deactivate

14
update-force.bat
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@ -1,3 +1,15 @@
git fetch --all
git reset --hard origin/master
call .\update.bat
call .\update.bat
python -m venv venv
call .\venv\Scripts\activate.bat
python -m pip install --upgrade pip
python -m pip install -r .\dlas\requirements.txt
python -m pip install -r .\tortoise-tts\requirements.txt
python -m pip install -e .\tortoise-tts
python -m pip install -r .\requirements.txt
pause
deactivate

15
update-force.sh
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@ -1,4 +1,17 @@
#!/bin/bash
git fetch --all
git reset --hard origin/master
./update.sh
./update.sh
# force install requirements
python3 -m venv venv
source ./venv/bin/activate
python3 -m pip install --upgrade pip
python3 -m pip install -r ./dlas/requirements.txt
python3 -m pip install -r ./tortoise-tts/requirements.txt
python3 -m pip install -e ./tortoise-tts
python3 -m pip install -r ./requirements.txt
deactivate

14
update.bat
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@ -1,14 +1,2 @@
git pull
git submodule update --remote
python -m venv venv
call .\venv\Scripts\activate.bat
python -m pip install --upgrade pip
python -m pip install -r .\dlas\requirements.txt
python -m pip install -r .\tortoise-tts\requirements.txt
python -m pip install -e .\tortoise-tts
python -m pip install -r .\requirements.txt
deactivate
pause
git submodule update --remote

10
update.sh
View File

@ -2,14 +2,4 @@
git pull
git submodule update --remote
python3 -m venv venv
source ./venv/bin/activate
python3 -m pip install --upgrade pip
python3 -m pip install -r ./dlas/requirements.txt
python3 -m pip install -r ./tortoise-tts/requirements.txt
python3 -m pip install -e ./tortoise-tts
python3 -m pip install -r ./requirements.txt
deactivate