Hi, we tried to setup a docker for NeMo b4 and not able to proceed since we got stuck at both the approaches we tried.
Approach 1:Docker build itself is failing
Approach 2: Docker build was successful but got audio signal error when running the transcribe operation
Environment used:
→ python 3.8.5
→ nemo-toolkit=1.0.0b3
→ additionally installed libsndfile1 ffmpeg and Cython
OS used:
→ Ubuntu 20.04 LTS AWS ec2 (p2x.large instance)
First Approach:
Dockerfile:
FROM nvcr.io/nvidia/nemo:1.0.0b3
RUN git clone -b v1.0.0b4 GitHub - NVIDIA/NeMo: NeMo: a toolkit for conversational AI
RUN pip3 install torchvision==0.9.0
RUN pip3 install -U torchtext==0.8.0
RUN pip3 install torch==1.7.1
RUN cd NeMo && bash reinstall.sh.
Build CMD: docker build -t test:1.0 .
Error Message:
Could not find a version that satisfies the requirement nvidia-eff>=0.2.6 (from nemo-toolkit==1.0.0b4) (from versions: 0.0.1.dev4)
ERROR: No matching distribution found for nvidia-eff>=0.2.6 (from nemo-toolkit==1.0.0b4)
The second approach is in the comments
Second Approach:
Dockerfile:
FROM nvcr.io/nvidia/nemo:1.0.0b3
RUN apt-get update -y
RUN apt-get install python3 python3-pip libsndfile1 ffmpeg -y
RUN pip3 install Cython
RUN pip3 install torchvision==0.9.0
RUN pip3 install -U torchtext==0.8.0
RUN pip3 install torch==1.7.1
RUN apt-get install nvidia-driver-460 -y
RUN git clone -b v1.0.0b4 GitHub - NVIDIA/NeMo: NeMo: a toolkit for conversational AI
RUN cd NeMo && bash reinstall.sh
Build CMD: docker build -t nemo:1.0 .
Dockerfile.model:
FROM nemo:1.0
WORKDIR /home/ubuntu
COPY ./hindi_model-20210318T104837Z-001/ /home/ubuntu/hindi_model-20210318T104837Z-001/
RUN pip3 uninstall torchaudio -y
RUN chmod +x /home/ubuntu/hindi_model-20210318T104837Z-001/hindi_model/inference_scripts/trial.py
RUN python3 /home/ubuntu/hindi_model-20210318T104837Z-001/hindi_model/inference_scripts/trial.py --license_key H201XMIHJFHQ89M --input /home/ubuntu/hindi_model-20210318T104837Z-001/hindi_model/data/new_1000/2710923c_29.wav --result /home/ubuntu/hindi_model-20210318T104837Z-001/hindi_model/data
Build CMD: docker build -f Dockerfile.model -t model:1.0 .
Error Message:
TypeError: NeuralTypeComparisonResult.SAME_TYPE_INCOMPATIBLE_PARAMS : Input type expected = axes: (batch, time); elements_type: AudioSignal | Input type found : axes: (batch, time); elements_type: AudioSignal
you don’t need to rebuilt the container, just follow these instructions:
Hi @Sunil-linuS, the approach you suggested was the first approach we tried and still got the error. We retried it again but still have the same error.
1 Like
@Sunil-linuS I have the exact issue -
dependencies changes over time, you must look for updates nvidia-eff
in pypi