775 lines
359 KiB
ReStructuredText
775 lines
359 KiB
ReStructuredText
Sound Generation with AudioLDM2 and OpenVINO™
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=============================================
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`AudioLDM 2 <https://huggingface.co/cvssp/audioldm2>`__ is a latent
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text-to-audio diffusion model capable of generating realistic audio
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samples given any text input.
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AudioLDM 2 was proposed in the paper `AudioLDM 2: Learning Holistic
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Audio Generation with Self-supervised
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Pretraining <https://arxiv.org/abs/2308.05734>`__ by ``Haohe Liu`` et
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al.
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The model takes a text prompt as input and predicts the corresponding
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audio. It can generate text-conditional sound effects, human speech and
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music.
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In this tutorial we will try out the pipeline, convert the models
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backing it one by one and will run an interactive app with Gradio!
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**Table of contents:**
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- `Prerequisites <#prerequisites>`__
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- `Instantiating Generation
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Pipeline <#instantiating-generation-pipeline>`__
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- `Convert models to OpenVINO Intermediate representation (IR)
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format <#convert-models-to-openvino-intermediate-representation-ir-format>`__
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- `Text Encoder <#text-encoder>`__
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- `Second text encoder
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conversion <#second-text-encoder-conversion>`__
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- `Vocoder conversion <#vocoder-conversion>`__
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- `GPT-2 conversion <#gpt--conversion>`__
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- `Projection model conversion <#projection-model-conversion>`__
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- `UNet conversion <#unet-conversion>`__
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- `VAE Decoder conversion <#vae-decoder-conversion>`__
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- `Select inference device for Stable Diffusion
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pipeline <#select-inference-device-for-stable-diffusion-pipeline>`__
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- `Adapt OpenVINO models to the original
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pipeline <#adapt-openvino-models-to-the-original-pipeline>`__
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- `Try out the converted pipeline <#try-out-the-converted-pipeline>`__
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.. |image0| image:: https://github.com/openvinotoolkit/openvino_notebooks/assets/76463150/c93a0f86-d9cf-4bd1-93b9-e27532170d75
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Prerequisites
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-------------
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.. code:: ipython3
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%pip install -q accelerate "diffusers>=0.21.0" transformers torch gradio --extra-index-url https://download.pytorch.org/whl/cpu
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%pip install -q "openvino>=2023.2.0"
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.. parsed-literal::
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Note: you may need to restart the kernel to use updated packages.
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Note: you may need to restart the kernel to use updated packages.
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Instantiating Generation Pipeline
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---------------------------------
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To work with `AudioLDM 2 <https://huggingface.co/cvssp/audioldm2>`__ by
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`Centre for Vision, Speech and Signal Processing - University of Surrey <https://www.surrey.ac.uk/centre-vision-speech-signal-processing>`__,
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we will use `Hugging Face Diffusers
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package <https://github.com/huggingface/diffusers>`__. Diffusers package
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exposes the ``AudioLDM2Pipeline`` class, simplifying the model
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instantiation and weights loading. The code below demonstrates how to
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create a ``AudioLDM2Pipeline`` and generate a text-conditioned sound
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sample.
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.. code:: ipython3
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from collections import namedtuple
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from functools import partial
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import gc
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from pathlib import Path
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from diffusers import AudioLDM2Pipeline
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from IPython.display import Audio
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import numpy as np
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import openvino as ov
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import torch
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MODEL_ID = "cvssp/audioldm2"
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pipe = AudioLDM2Pipeline.from_pretrained(MODEL_ID)
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prompt = "birds singing in the forest"
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negative_prompt = "Low quality"
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audio = pipe(
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prompt,
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negative_prompt=negative_prompt,
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num_inference_steps=150,
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audio_length_in_s=3.0
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).audios[0]
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sampling_rate = 16000
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Audio(audio, rate=sampling_rate)
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.. parsed-literal::
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Loading pipeline components...: 0%| | 0/11 [00:00<?, ?it/s]
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.. parsed-literal::
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0%| | 0/100 [00:00<?, ?it/s]
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.. raw:: html
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<audio controls="controls" >
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<source 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" type="audio/wav" />
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Your browser does not support the audio element.
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</audio>
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Convert models to OpenVINO Intermediate representation (IR) format
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|
------------------------------------------------------------------
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`Model conversion
|
|
API <https://docs.openvino.ai/2023.2/openvino_docs_model_processing_introduction.html>`__
|
|
enables direct conversion of PyTorch models backing the pipeline. We
|
|
need to provide a model object, input data for model tracing to
|
|
``ov.convert_model`` function to obtain OpenVINO ``ov.Model`` object
|
|
instance. Model can be saved on disk for next deployment using
|
|
``ov.save_model`` function.
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|
|
|
The pipeline consists of seven important parts:
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|
|
- T5 and CLAP Text Encoders for creation condition to generate an sound
|
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from a text prompt.
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|
- Projection model to merge outputs from the two text encoders.
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|
- GPT-2 language model to generate a sequence of hidden-states
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conditioned on the projected outputs from the two text encoders.
|
|
- Vocoder to convert the mel-spectrogram latents to the final audio
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|
waveform.
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|
- Unet for step-by-step denoising latent image representation.
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|
- Autoencoder (VAE) for decoding latent space to image.
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|
.. code:: ipython3
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|
|
|
models_base_folder = Path("models")
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|
|
def cleanup_torchscript_cache():
|
|
"""
|
|
Helper for removing cached model representation
|
|
"""
|
|
torch._C._jit_clear_class_registry()
|
|
torch.jit._recursive.concrete_type_store = torch.jit._recursive.ConcreteTypeStore()
|
|
torch.jit._state._clear_class_state()
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|
|
CLAP Text Encoder Conversion
|
|
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
|
|
|
|
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|
|
|
First frozen text-encoder. AudioLDM2 uses the joint audio-text embedding
|
|
model
|
|
`CLAP <https://huggingface.co/docs/transformers/model_doc/clap#transformers.CLAPTextModelWithProjection>`__,
|
|
specifically the
|
|
`laion/clap-htsat-unfused <https://huggingface.co/laion/clap-htsat-unfused>`__
|
|
variant. The text branch is used to encode the text prompt to a prompt
|
|
embedding. The full audio-text model is used to rank generated waveforms
|
|
against the text prompt by computing similarity scores.
|
|
|
|
.. code:: ipython3
|
|
|
|
class ClapEncoderWrapper(torch.nn.Module):
|
|
def __init__(self, encoder):
|
|
super().__init__()
|
|
encoder.eval()
|
|
self.encoder = encoder
|
|
|
|
def forward(self, input_ids, attention_mask):
|
|
return self.encoder.get_text_features(input_ids, attention_mask)
|
|
|
|
clap_text_encoder_ir_path = models_base_folder / "clap_text_encoder.xml"
|
|
|
|
if not clap_text_encoder_ir_path.exists():
|
|
with torch.no_grad():
|
|
ov_model = ov.convert_model(
|
|
ClapEncoderWrapper(pipe.text_encoder), # model instance
|
|
example_input={
|
|
"input_ids": torch.ones((1, 512), dtype=torch.long),
|
|
"attention_mask": torch.ones((1, 512), dtype=torch.long),
|
|
}, # inputs for model tracing
|
|
)
|
|
ov.save_model(ov_model, clap_text_encoder_ir_path)
|
|
del ov_model
|
|
cleanup_torchscript_cache()
|
|
gc.collect()
|
|
print("Text Encoder successfully converted to IR")
|
|
else:
|
|
print(f"Text Encoder will be loaded from {clap_text_encoder_ir_path}")
|
|
|
|
|
|
.. parsed-literal::
|
|
|
|
Text Encoder will be loaded from clap_text_encoder.xml
|
|
|
|
|
|
T5 Text Encoder Conversion
|
|
~~~~~~~~~~~~~~~~~~~~~~~~~~
|
|
|
|
|
|
|
|
As second frozen text-encoder, AudioLDM2 uses the
|
|
`T5 <https://huggingface.co/docs/transformers/model_doc/t5#transformers.T5EncoderModel>`__,
|
|
specifically the
|
|
`google/flan-t5-large <https://huggingface.co/google/flan-t5-large>`__
|
|
variant.
|
|
|
|
The text-encoder is responsible for transforming the input prompt, for
|
|
example, “birds singing in the forest” into an embedding space that can
|
|
be understood by the U-Net. It is usually a simple transformer-based
|
|
encoder that maps a sequence of input tokens to a sequence of latent
|
|
text embeddings.
|
|
|
|
The input of the text encoder is tensor ``input_ids``, which contains
|
|
indexes of tokens from text processed by the tokenizer and padded to the
|
|
maximum length accepted by the model. Model outputs are two tensors:
|
|
``last_hidden_state`` - hidden state from the last MultiHeadAttention
|
|
layer in the model and ``pooler_out`` - pooled output for whole model
|
|
hidden states.
|
|
|
|
.. code:: ipython3
|
|
|
|
t5_text_encoder_ir_path = models_base_folder / "t5_text_encoder.xml"
|
|
|
|
if not t5_text_encoder_ir_path.exists():
|
|
pipe.text_encoder_2.eval()
|
|
with torch.no_grad():
|
|
ov_model = ov.convert_model(
|
|
pipe.text_encoder_2, # model instance
|
|
example_input=torch.ones((1, 7), dtype=torch.long), # inputs for model tracing
|
|
)
|
|
ov.save_model(ov_model, t5_text_encoder_ir_path)
|
|
del ov_model
|
|
cleanup_torchscript_cache()
|
|
gc.collect()
|
|
print("Text Encoder successfully converted to IR")
|
|
else:
|
|
print(f"Text Encoder will be loaded from {t5_text_encoder_ir_path}")
|
|
|
|
|
|
.. parsed-literal::
|
|
|
|
Text Encoder will be loaded from t5_text_encoder.xml
|
|
|
|
|
|
Projection model conversion
|
|
~~~~~~~~~~~~~~~~~~~~~~~~~~~
|
|
|
|
|
|
|
|
A trained model used to linearly project the hidden-states from the
|
|
first and second text encoder models and insert learned Start Of
|
|
Sequence and End Of Sequence token embeddings. The projected
|
|
hidden-states from the two text encoders are concatenated to give the
|
|
input to the language model.
|
|
|
|
.. code:: ipython3
|
|
|
|
projection_model_ir_path = models_base_folder / "projection_model.xml"
|
|
|
|
projection_model_inputs = {
|
|
"hidden_states": torch.randn((1, 1, 512), dtype=torch.float32),
|
|
"hidden_states_1": torch.randn((1, 7, 1024), dtype=torch.float32),
|
|
"attention_mask": torch.ones((1, 1), dtype=torch.int64),
|
|
"attention_mask_1": torch.ones((1, 7), dtype=torch.int64),
|
|
}
|
|
|
|
if not projection_model_ir_path.exists():
|
|
pipe.projection_model.eval()
|
|
with torch.no_grad():
|
|
ov_model = ov.convert_model(
|
|
pipe.projection_model, # model instance
|
|
example_input=projection_model_inputs, # inputs for model tracing
|
|
)
|
|
ov.save_model(ov_model, projection_model_ir_path)
|
|
del ov_model
|
|
cleanup_torchscript_cache()
|
|
gc.collect()
|
|
print("The Projection Model successfully converted to IR")
|
|
else:
|
|
print(f"The Projection Model will be loaded from {projection_model_ir_path}")
|
|
|
|
|
|
.. parsed-literal::
|
|
|
|
The Projection Model will be loaded from projection_model.xml
|
|
|
|
|
|
GPT-2 conversion
|
|
~~~~~~~~~~~~~~~~
|
|
|
|
|
|
|
|
`GPT-2 <https://huggingface.co/gpt2>`__ is an auto-regressive language
|
|
model used to generate a sequence of hidden-states conditioned on the
|
|
projected outputs from the two text encoders.
|
|
|
|
.. code:: ipython3
|
|
|
|
language_model_ir_path = models_base_folder / "language_model.xml"
|
|
|
|
language_model_inputs = {
|
|
"inputs_embeds": torch.randn((1, 12, 768), dtype=torch.float32),
|
|
"attention_mask": torch.ones((1, 12), dtype=torch.int64),
|
|
}
|
|
|
|
if not language_model_ir_path.exists():
|
|
pipe.language_model.config.torchscript = True
|
|
pipe.language_model.eval()
|
|
pipe.language_model.__call__ = partial(pipe.language_model.__call__, kwargs={
|
|
"past_key_values": None,
|
|
"use_cache": False,
|
|
"return_dict": False})
|
|
with torch.no_grad():
|
|
ov_model = ov.convert_model(
|
|
pipe.language_model, # model instance
|
|
example_input=language_model_inputs, # inputs for model tracing
|
|
)
|
|
|
|
ov_model.inputs[0].get_node().set_partial_shape(ov.PartialShape([1, -1]))
|
|
ov_model.inputs[0].get_node().set_element_type(ov.Type.i64)
|
|
ov_model.inputs[1].get_node().set_partial_shape(ov.PartialShape([1, -1, 768]))
|
|
ov_model.inputs[1].get_node().set_element_type(ov.Type.f32)
|
|
|
|
ov_model.validate_nodes_and_infer_types()
|
|
|
|
ov.save_model(ov_model, language_model_ir_path)
|
|
del ov_model
|
|
cleanup_torchscript_cache()
|
|
gc.collect()
|
|
print("The Projection Model successfully converted to IR")
|
|
else:
|
|
print(f"The Projection Model will be loaded from {language_model_ir_path}")
|
|
|
|
|
|
.. parsed-literal::
|
|
|
|
The Projection Model will be loaded from language_model.xml
|
|
|
|
|
|
Vocoder conversion
|
|
~~~~~~~~~~~~~~~~~~
|
|
|
|
|
|
|
|
`SpeechT5 HiFi-GAN Vocoder <https://huggingface.co/microsoft/speecht5_hifigan>`__
|
|
is used to convert the mel-spectrogram latents to the final audio
|
|
waveform.
|
|
|
|
.. code:: ipython3
|
|
|
|
vocoder_ir_path = models_base_folder / "vocoder.xml"
|
|
|
|
if not vocoder_ir_path.exists():
|
|
pipe.vocoder.eval()
|
|
with torch.no_grad():
|
|
ov_model = ov.convert_model(
|
|
pipe.vocoder, # model instance
|
|
example_input=torch.ones((1, 700, 64), dtype=torch.float32), # inputs for model tracing
|
|
)
|
|
ov.save_model(ov_model, vocoder_ir_path)
|
|
del ov_model
|
|
cleanup_torchscript_cache()
|
|
gc.collect()
|
|
print("The Vocoder successfully converted to IR")
|
|
else:
|
|
print(f"The Vocoder will be loaded from {vocoder_ir_path}")
|
|
|
|
|
|
.. parsed-literal::
|
|
|
|
The Vocoder will be loaded from vocoder.xml
|
|
|
|
|
|
UNet conversion
|
|
~~~~~~~~~~~~~~~
|
|
|
|
|
|
|
|
The UNet model is used to denoise the encoded audio latents. The process
|
|
of UNet model conversion remains the same, like for original Stable
|
|
Diffusion model.
|
|
|
|
.. code:: ipython3
|
|
|
|
unet_ir_path = models_base_folder / "unet.xml"
|
|
|
|
pipe.unet.eval()
|
|
unet_inputs = {
|
|
"sample": torch.randn((2, 8, 75, 16), dtype=torch.float32),
|
|
"timestep": torch.tensor(1, dtype=torch.int64),
|
|
"encoder_hidden_states": torch.randn((2, 8, 768), dtype=torch.float32),
|
|
"encoder_hidden_states_1": torch.randn((2, 7, 1024), dtype=torch.float32),
|
|
"encoder_attention_mask_1": torch.ones((2, 7), dtype=torch.int64),
|
|
}
|
|
|
|
if not unet_ir_path.exists():
|
|
with torch.no_grad():
|
|
ov_model = ov.convert_model(pipe.unet, example_input=unet_inputs)
|
|
|
|
ov_model.inputs[0].get_node().set_partial_shape(ov.PartialShape((2, 8, -1, 16)))
|
|
ov_model.inputs[2].get_node().set_partial_shape(ov.PartialShape((2, 8, 768)))
|
|
ov_model.inputs[3].get_node().set_partial_shape(ov.PartialShape((2, -1, 1024)))
|
|
ov_model.inputs[4].get_node().set_partial_shape(ov.PartialShape((2, -1)))
|
|
ov_model.validate_nodes_and_infer_types()
|
|
|
|
ov.save_model(ov_model, unet_ir_path)
|
|
|
|
del ov_model
|
|
cleanup_torchscript_cache()
|
|
gc.collect()
|
|
print("Unet successfully converted to IR")
|
|
else:
|
|
print(f"Unet will be loaded from {unet_ir_path}")
|
|
|
|
|
|
.. parsed-literal::
|
|
|
|
Unet will be loaded from unet.xml
|
|
|
|
|
|
VAE Decoder conversion
|
|
~~~~~~~~~~~~~~~~~~~~~~
|
|
|
|
|
|
|
|
The VAE model has two parts, an encoder, and a decoder. The encoder is
|
|
used to convert the image into a low-dimensional latent representation,
|
|
which will serve as the input to the U-Net model. The decoder,
|
|
conversely, transforms the latent representation back into an image.
|
|
|
|
During latent diffusion training, the encoder is used to get the latent
|
|
representations (latents) of the images for the forward diffusion
|
|
process, which applies more and more noise at each step. During
|
|
inference, the denoised latents generated by the reverse diffusion
|
|
process are converted back into images using the VAE decoder. During
|
|
inference, we will see that we **only need the VAE decoder**. You can
|
|
find instructions on how to convert the encoder part in a stable
|
|
diffusion
|
|
`notebook <225-stable-diffusion-text-to-image-with-output.html>`__.
|
|
|
|
.. code:: ipython3
|
|
|
|
vae_ir_path = models_base_folder / "vae.xml"
|
|
|
|
class VAEDecoderWrapper(torch.nn.Module):
|
|
def __init__(self, vae):
|
|
super().__init__()
|
|
vae.eval()
|
|
self.vae = vae
|
|
|
|
def forward(self, latents):
|
|
return self.vae.decode(latents)
|
|
|
|
if not vae_ir_path.exists():
|
|
vae_decoder = VAEDecoderWrapper(pipe.vae)
|
|
latents = torch.zeros((1, 8, 175, 16))
|
|
|
|
vae_decoder.eval()
|
|
with torch.no_grad():
|
|
ov_model = ov.convert_model(vae_decoder, example_input=latents)
|
|
ov.save_model(ov_model, vae_ir_path)
|
|
del ov_model
|
|
cleanup_torchscript_cache()
|
|
gc.collect()
|
|
print("VAE decoder successfully converted to IR")
|
|
else:
|
|
print(f"VAE decoder will be loaded from {vae_ir_path}")
|
|
|
|
|
|
.. parsed-literal::
|
|
|
|
VAE decoder will be loaded from vae.xml
|
|
|
|
|
|
Select inference device for Stable Diffusion pipeline
|
|
-----------------------------------------------------
|
|
|
|
|
|
|
|
select device from dropdown list for running inference using OpenVINO
|
|
|
|
.. code:: ipython3
|
|
|
|
import ipywidgets as widgets
|
|
|
|
core = ov.Core()
|
|
|
|
DEVICE = widgets.Dropdown(
|
|
options=core.available_devices + ["AUTO"],
|
|
value="CPU",
|
|
description="Device:",
|
|
disabled=False,
|
|
)
|
|
|
|
DEVICE
|
|
|
|
|
|
|
|
|
|
.. parsed-literal::
|
|
|
|
Dropdown(description='Device:', options=('CPU', 'AUTO'), value='CPU')
|
|
|
|
|
|
|
|
Adapt OpenVINO models to the original pipeline
|
|
----------------------------------------------
|
|
|
|
|
|
|
|
Here we create wrapper classes for all three OpenVINO models that we
|
|
want to embed in the original inference pipeline. Here are some of the
|
|
things to consider when adapting an OV model: - Make sure that
|
|
parameters passed by the original pipeline are forwarded to the compiled
|
|
OV model properly; sometimes the OV model uses only a portion of the
|
|
input arguments and some are ignored, sometimes you need to convert the
|
|
argument to another data type or unwrap some data structures such as
|
|
tuples or dictionaries. - Do guarantee that the wrapper class returns
|
|
results to the pipeline in an expected format. In the example below you
|
|
can see how we pack OV model outputs into special named tuples to adapt
|
|
them for the pipeline. - Pay attention to the model method used in the
|
|
original pipeline for calling the model - it may be not the ``forward``
|
|
method! Refer to the ``OVClapEncoderWrapper`` to see how we wrap OV
|
|
model inference into the ``get_text_features`` method.
|
|
|
|
.. code:: ipython3
|
|
|
|
class OVClapEncoderWrapper:
|
|
def __init__(self, encoder_ir, config):
|
|
self.encoder = core.compile_model(encoder_ir, DEVICE.value)
|
|
self.config = config
|
|
|
|
def get_text_features(self, input_ids, attention_mask, **_):
|
|
last_hidden_state = self.encoder([input_ids, attention_mask])[0]
|
|
return torch.from_numpy(last_hidden_state)
|
|
|
|
class OVT5EncoderWrapper:
|
|
def __init__(self, encoder_ir, config):
|
|
self.encoder = core.compile_model(encoder_ir, DEVICE.value)
|
|
self.config = config
|
|
self.dtype = self.config.torch_dtype
|
|
|
|
def __call__(self, input_ids, **_):
|
|
last_hidden_state = self.encoder(input_ids)[0]
|
|
return torch.from_numpy(last_hidden_state)[None, ...]
|
|
|
|
class OVVocoderWrapper:
|
|
def __init__(self, vocoder_ir, config):
|
|
self.vocoder = core.compile_model(vocoder_ir, DEVICE.value)
|
|
self.config = config
|
|
|
|
def __call__(self, mel_spectrogram, **_):
|
|
waveform = self.vocoder(mel_spectrogram)[0]
|
|
return torch.from_numpy(waveform)
|
|
|
|
class OVProjectionModelWrapper:
|
|
def __init__(self, proj_model_ir, config):
|
|
self.proj_model = core.compile_model(proj_model_ir, DEVICE.value)
|
|
self.config = config
|
|
self.output_type = namedtuple("ProjectionOutput", ["hidden_states", "attention_mask"])
|
|
|
|
def __call__(
|
|
self, hidden_states,
|
|
hidden_states_1,
|
|
attention_mask,
|
|
attention_mask_1, **_
|
|
):
|
|
output = self.proj_model({
|
|
"hidden_states": hidden_states,
|
|
"hidden_states_1": hidden_states_1,
|
|
"attention_mask": attention_mask,
|
|
"attention_mask_1": attention_mask_1,
|
|
})
|
|
return self.output_type(torch.from_numpy(output[0]), torch.from_numpy(output[1]))
|
|
|
|
class OVUnetWrapper:
|
|
def __init__(self, unet_ir, config):
|
|
self.unet = core.compile_model(unet_ir, DEVICE.value)
|
|
self.config = config
|
|
|
|
def __call__(
|
|
self, sample,
|
|
timestep,
|
|
encoder_hidden_states,
|
|
encoder_hidden_states_1,
|
|
encoder_attention_mask_1, **_
|
|
):
|
|
output = self.unet({
|
|
"sample": sample,
|
|
"timestep": timestep,
|
|
"encoder_hidden_states": encoder_hidden_states,
|
|
"encoder_hidden_states_1": encoder_hidden_states_1,
|
|
"encoder_attention_mask_1": encoder_attention_mask_1,
|
|
})
|
|
return (torch.from_numpy(output[0]), )
|
|
|
|
class OVVaeDecoderWrapper:
|
|
def __init__(self, vae_ir, config):
|
|
self.vae = core.compile_model(vae_ir, DEVICE.value)
|
|
self.config = config
|
|
self.output_type = namedtuple("VaeOutput", ["sample"])
|
|
|
|
def decode(self, latents, **_):
|
|
last_hidden_state = self.vae(latents)[0]
|
|
return self.output_type(torch.from_numpy(last_hidden_state))
|
|
|
|
def generate_language_model(
|
|
gpt_2: ov.CompiledModel,
|
|
inputs_embeds: torch.Tensor,
|
|
attention_mask: torch.Tensor,
|
|
max_new_tokens: int = 8,
|
|
**_
|
|
) -> torch.Tensor:
|
|
"""
|
|
Generates a sequence of hidden-states from the language model, conditioned on the embedding inputs.
|
|
"""
|
|
if not max_new_tokens:
|
|
max_new_tokens = 8
|
|
inputs_embeds = inputs_embeds.cpu().numpy()
|
|
attention_mask = attention_mask.cpu().numpy()
|
|
for _ in range(max_new_tokens):
|
|
# forward pass to get next hidden states
|
|
output = gpt_2({"inputs_embeds":inputs_embeds, "attention_mask":attention_mask})
|
|
|
|
next_hidden_states = output[0]
|
|
|
|
# Update the model input
|
|
inputs_embeds = np.concatenate([inputs_embeds, next_hidden_states[:, -1:, :]], axis=1)
|
|
attention_mask = np.concatenate([attention_mask, np.ones((attention_mask.shape[0], 1))], axis=1)
|
|
return torch.from_numpy(inputs_embeds[:, -max_new_tokens:, :])
|
|
|
|
|
|
Now we initialize the wrapper objects and load them to the HF pipeline
|
|
|
|
.. code:: ipython3
|
|
|
|
pipe = AudioLDM2Pipeline.from_pretrained(MODEL_ID)
|
|
pipe.config.torchscript = True
|
|
pipe.config.return_dict = False
|
|
|
|
np.random.seed(0)
|
|
torch.manual_seed(0)
|
|
|
|
pipe.text_encoder = OVClapEncoderWrapper(clap_text_encoder_ir_path, pipe.text_encoder.config)
|
|
pipe.text_encoder_2 = OVT5EncoderWrapper(t5_text_encoder_ir_path, pipe.text_encoder_2.config)
|
|
pipe.projection_model = OVProjectionModelWrapper(projection_model_ir_path, pipe.projection_model.config)
|
|
pipe.vocoder = OVVocoderWrapper(vocoder_ir_path, pipe.vocoder.config)
|
|
pipe.unet = OVUnetWrapper(unet_ir_path, pipe.unet.config)
|
|
pipe.vae = OVVaeDecoderWrapper(vae_ir_path, pipe.vae.config)
|
|
|
|
pipe.generate_language_model = partial(generate_language_model, core.compile_model(language_model_ir_path, DEVICE.value))
|
|
|
|
gc.collect()
|
|
|
|
prompt = "birds singing in the forest"
|
|
negative_prompt = "Low quality"
|
|
audio = pipe(
|
|
prompt,
|
|
negative_prompt=negative_prompt,
|
|
num_inference_steps=150,
|
|
audio_length_in_s=3.0
|
|
).audios[0]
|
|
|
|
sampling_rate = 16000
|
|
Audio(audio, rate=sampling_rate)
|
|
|
|
|
|
|
|
.. parsed-literal::
|
|
|
|
Loading pipeline components...: 0%| | 0/11 [00:00<?, ?it/s]
|
|
|
|
|
|
|
|
.. parsed-literal::
|
|
|
|
0%| | 0/200 [00:00<?, ?it/s]
|
|
|
|
|
|
|
|
|
|
.. raw:: html
|
|
|
|
|
|
<audio controls="controls" >
|
|
<source 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" type="audio/wav" />
|
|
Your browser does not support the audio element.
|
|
</audio>
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|
|
|
|
|
|
|
|
|
Try out the converted pipeline
|
|
------------------------------
|
|
|
|
|
|
|
|
Now, we are ready to start generation. For improving the generation
|
|
process, we also introduce an opportunity to provide a
|
|
``negative prompt``. Technically, positive prompt steers the diffusion
|
|
toward the output associated with it, while negative prompt steers the
|
|
diffusion away from it. The demo app below is created using `Gradio
|
|
package <https://www.gradio.app/docs/interface>`__
|
|
|
|
.. code:: ipython3
|
|
|
|
import gradio as gr
|
|
|
|
def _generate(prompt, negative_prompt, audio_length_in_s,
|
|
num_inference_steps, _=gr.Progress(track_tqdm=True)):
|
|
"""Gradio backing function."""
|
|
audio_values = pipe(
|
|
prompt,
|
|
negative_prompt=negative_prompt,
|
|
num_inference_steps=num_inference_steps,
|
|
audio_length_in_s=audio_length_in_s
|
|
)
|
|
waveform = audio_values[0].squeeze() * 2**15
|
|
return (sampling_rate, waveform.astype(np.int16))
|
|
|
|
demo = gr.Interface(
|
|
_generate,
|
|
inputs=[
|
|
gr.Textbox(label="Text Prompt"),
|
|
gr.Textbox(label="Negative Prompt", placeholder="Example: Low quality"),
|
|
gr.Slider(
|
|
minimum=1.0,
|
|
maximum=15.0,
|
|
step=0.25,
|
|
value=7,
|
|
label="Audio Length (s)",
|
|
),
|
|
gr.Slider(label="Inference Steps", step=5, value=150, minimum=50, maximum=250)
|
|
],
|
|
outputs=[
|
|
"audio"
|
|
],
|
|
examples=[
|
|
["birds singing in the forest", "Low quality", 7, 150],
|
|
["The sound of a hammer hitting a wooden surface", "", 4, 200],
|
|
],
|
|
)
|
|
try:
|
|
demo.queue().launch(debug=False)
|
|
except Exception:
|
|
demo.queue().launch(share=True, debug=False)
|
|
|
|
# If you are launching remotely, specify server_name and server_port
|
|
# EXAMPLE: `demo.launch(server_name="your server name", server_port="server port in int")`
|
|
# To learn more please refer to the Gradio docs: https://gradio.app/docs/
|