Hi, I'm facing the following import errors when running ctm_inference.sh:
ImportError: cannot import name 'PositionNet' from 'diffusers.models.embeddings' (/usr/local/lib/python3.8/dist-packages/diffusers/models/embeddings.py)
Here are the steps I followed to try running inference:
docker build -t soundctm .
docker run --gpus all --rm -it -v $(pwd):$(pwd) -w $(pwd) soundctm /bin/bash
chmod +x ctm_inference.sh
./ctm_inference.sh
Below is the modified contents of ctm_inference.sh with all the correct paths:
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:249: FutureWarning: `AutoencoderTinyBlock` is deprecated and will be removed in version 0.29. Importing `AutoencoderTinyBlock` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import AutoencoderTinyBlock`, instead.
deprecate("AutoencoderTinyBlock", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:254: FutureWarning: `UNetMidBlock2D` is deprecated and will be removed in version 0.29. Importing `UNetMidBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import UNetMidBlock2D`, instead.
deprecate("UNetMidBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:259: FutureWarning: `UNetMidBlock2DCrossAttn` is deprecated and will be removed in version 0.29. Importing `UNetMidBlock2DCrossAttn` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import UNetMidBlock2DCrossAttn`, instead.
deprecate("UNetMidBlock2DCrossAttn", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:264: FutureWarning: `UNetMidBlock2DSimpleCrossAttn` is deprecated and will be removed in version 0.29. Importing `UNetMidBlock2DSimpleCrossAttn` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import UNetMidBlock2DSimpleCrossAttn`, instead.
deprecate("UNetMidBlock2DSimpleCrossAttn", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:269: FutureWarning: `AttnDownBlock2D` is deprecated and will be removed in version 0.29. Importing `AttnDownBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import AttnDownBlock2D`, instead.
deprecate("AttnDownBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:274: FutureWarning: `CrossAttnDownBlock2D` is deprecated and will be removed in version 0.29. Importing `AttnDownBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import CrossAttnDownBlock2D`, instead.
deprecate("CrossAttnDownBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:279: FutureWarning: `DownBlock2D` is deprecated and will be removed in version 0.29. Importing `DownBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import DownBlock2D`, instead.
deprecate("DownBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:284: FutureWarning: `AttnDownEncoderBlock2D` is deprecated and will be removed in version 0.29. Importing `AttnDownEncoderBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import AttnDownEncoderBlock2D`, instead.
deprecate("AttnDownEncoderBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:289: FutureWarning: `AttnSkipDownBlock2D` is deprecated and will be removed in version 0.29. Importing `AttnSkipDownBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import AttnSkipDownBlock2D`, instead.
deprecate("AttnSkipDownBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:294: FutureWarning: `SkipDownBlock2D` is deprecated and will be removed in version 0.29. Importing `SkipDownBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import SkipDownBlock2D`, instead.
deprecate("SkipDownBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:299: FutureWarning: `ResnetDownsampleBlock2D` is deprecated and will be removed in version 0.29. Importing `ResnetDownsampleBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import ResnetDownsampleBlock2D`, instead.
deprecate("ResnetDownsampleBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:304: FutureWarning: `SimpleCrossAttnDownBlock2D` is deprecated and will be removed in version 0.29. Importing `SimpleCrossAttnDownBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import SimpleCrossAttnDownBlock2D`, instead.
deprecate("SimpleCrossAttnDownBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:309: FutureWarning: `KDownBlock2D` is deprecated and will be removed in version 0.29. Importing `KDownBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import KDownBlock2D`, instead.
deprecate("KDownBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:314: FutureWarning: `KCrossAttnDownBlock2D` is deprecated and will be removed in version 0.29. Importing `KCrossAttnDownBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import KCrossAttnDownBlock2D`, instead.
deprecate("KCrossAttnDownBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:319: FutureWarning: `AttnUpBlock2D` is deprecated and will be removed in version 0.29. Importing `AttnUpBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import AttnUpBlock2D`, instead.
deprecate("AttnUpBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:324: FutureWarning: `CrossAttnUpBlock2D` is deprecated and will be removed in version 0.29. Importing `CrossAttnUpBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import CrossAttnUpBlock2D`, instead.
deprecate("CrossAttnUpBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:329: FutureWarning: `UpBlock2D` is deprecated and will be removed in version 0.29. Importing `UpBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import UpBlock2D`, instead.
deprecate("UpBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:334: FutureWarning: `UpDecoderBlock2D` is deprecated and will be removed in version 0.29. Importing `UpDecoderBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import UpDecoderBlock2D`, instead.
deprecate("UpDecoderBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:339: FutureWarning: `AttnUpDecoderBlock2D` is deprecated and will be removed in version 0.29. Importing `AttnUpDecoderBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import AttnUpDecoderBlock2D`, instead.
deprecate("AttnUpDecoderBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:344: FutureWarning: `AttnSkipUpBlock2D` is deprecated and will be removed in version 0.29. Importing `AttnSkipUpBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import AttnSkipUpBlock2D`, instead.
deprecate("AttnSkipUpBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:349: FutureWarning: `SkipUpBlock2D` is deprecated and will be removed in version 0.29. Importing `SkipUpBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import SkipUpBlock2D`, instead.
deprecate("SkipUpBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:354: FutureWarning: `ResnetUpsampleBlock2D` is deprecated and will be removed in version 0.29. Importing `ResnetUpsampleBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import ResnetUpsampleBlock2D`, instead.
deprecate("ResnetUpsampleBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:359: FutureWarning: `SimpleCrossAttnUpBlock2D` is deprecated and will be removed in version 0.29. Importing `SimpleCrossAttnUpBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import SimpleCrossAttnUpBlock2D`, instead.
deprecate("SimpleCrossAttnUpBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:364: FutureWarning: `KUpBlock2D` is deprecated and will be removed in version 0.29. Importing `KUpBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import KUpBlock2D`, instead.
deprecate("KUpBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:369: FutureWarning: `KCrossAttnUpBlock2D` is deprecated and will be removed in version 0.29. Importing `KCrossAttnUpBlock2D` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import KCrossAttnUpBlock2D`, instead.
deprecate("KCrossAttnUpBlock2D", "0.29", deprecation_message)
/usr/local/lib/python3.8/dist-packages/diffusers/models/unet_2d_blocks.py:375: FutureWarning: `KAttentionBlock` is deprecated and will be removed in version 0.29. Importing `KAttentionBlock` from `diffusers.models.unet_2d_blocks` is deprecated and this will be removed in a future version. Please use `from diffusers.models.unets.unet_2d_blocks import KAttentionBlock`, instead.
deprecate("KAttentionBlock", "0.29", deprecation_message)
╭─────────────────────────────── Traceback (most recent call last) ────────────────────────────────╮
│ /home/vedant/repos/soundctm/ctm_inference.py:13 in <module> │
│ │
│ 10 import torch │
│ 11 from accelerate.utils import set_seed │
│ 12 from ctm.inference_sampling import karras_sample │
│ ❱ 13 from ctm.script_util import ( │
│ 14 │ create_model_and_diffusion, │
│ 15 ) │
│ 16 from tango_edm.models_edm import build_pretrained_models │
│ │
│ /home/vedant/repos/soundctm/ctm/script_util.py:4 in <module> │
│ │
│ 1 import argparse │
│ 2 │
│ 3 import numpy as np │
│ ❱ 4 from tango_edm.models_edm import AudioDiffusionEDM │
│ 5 │
│ 6 from ctm.resample import create_named_schedule_sampler │
│ 7 │
│ │
│ /home/vedant/repos/soundctm/tango_edm/models_edm.py:11 in <module> │
│ │
│ 8 from tango_edm.audioldm.variational_autoencoder import AutoencoderKL │
│ 9 from tango_edm.edm.edm_precond import EDMPrecond, VEPrecond, VPPrecond, iDDPMPrecond │
│ 10 from tango_edm.unet_2d_condition import UNet2DConditionModel as CTMUNet2DConditionModel │
│ ❱ 11 from tango_edm.unet_2d_condition_teacher import UNet2DConditionModel │
│ 12 from transformers import ( │
│ 13 │ AutoModel, │
│ 14 │ AutoTokenizer, │
│ │
│ /home/vedant/repos/soundctm/tango_edm/unet_2d_condition_teacher.py:20 in <module> │
│ │
│ 17 │ AttnAddedKVProcessor, │
│ 18 │ AttnProcessor, │
│ 19 ) │
│ ❱ 20 from diffusers.models.embeddings import ( │
│ 21 │ GaussianFourierProjection, │
│ 22 │ ImageHintTimeEmbedding, │
│ 23 │ ImageProjection, │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
ImportError: cannot import name 'PositionNet' from 'diffusers.models.embeddings' (/usr/local/lib/python3.8/dist-packages/diffusers/models/embeddings.py)
Hi, I'm facing the following import errors when running ctm_inference.sh:
ImportError: cannot import name 'PositionNet' from 'diffusers.models.embeddings' (/usr/local/lib/python3.8/dist-packages/diffusers/models/embeddings.py)
Here are the steps I followed to try running inference:
docker build -t soundctm .
docker run --gpus all --rm -it -v $(pwd):$(pwd) -w $(pwd) soundctm /bin/bash
chmod +x ctm_inference.sh
./ctm_inference.sh
Below is the modified contents of ctm_inference.sh with all the correct paths:
The full log is as shown below:
Appreciate your help, and great work!