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Code Issues Projects Releases Packages Wiki Activity Actions 21

Build docker container for ROCm (#1595)

Browse source 
* Dockerfile changes to build for ROCm

* Adjust linker flags for ROCm

* Update conda env for diffusers and transformers to use ROCm pytorch

* Update transformers conda env for ROCm

* ci: build hipblas images

* fixup rebase

* use self-hosted

Signed-off-by: mudler <mudler@localai.io>

* specify LD_LIBRARY_PATH only when BUILD_TYPE=hipblas

---------

Signed-off-by: mudler <mudler@localai.io>
Co-authored-by: mudler <mudler@localai.io>
This commit is contained in:
fenfir 2024-02-16 15:08:50 +01:00 • committed by GitHub
parent e690bf387a
commit fb0a4c5d9a
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9 changed files with 233 additions and 5 deletions
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4
backend/python/common-env/transformers/Makefile
View file

@ -4,6 +4,10 @@ ifeq ($(BUILD_TYPE), cublas)
CONDA_ENV_PATH = "transformers-nvidia.yml"
endif
ifeq ($(BUILD_TYPE), hipblas)
CONDA_ENV_PATH = "transformers-rocm.yml"
endif
.PHONY: transformers
transformers:
@echo "Installing $(CONDA_ENV_PATH)..."

109
backend/python/common-env/transformers/transformers-rocm.yml Normal file
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@ -0,0 +1,109 @@
name: transformers
channels:
- defaults
dependencies:
- _libgcc_mutex=0.1=main
- _openmp_mutex=5.1=1_gnu
- bzip2=1.0.8=h7b6447c_0
- ca-certificates=2023.08.22=h06a4308_0
- ld_impl_linux-64=2.38=h1181459_1
- libffi=3.4.4=h6a678d5_0
- libgcc-ng=11.2.0=h1234567_1
- libgomp=11.2.0=h1234567_1
- libstdcxx-ng=11.2.0=h1234567_1
- libuuid=1.41.5=h5eee18b_0
- ncurses=6.4=h6a678d5_0
- openssl=3.0.11=h7f8727e_2
- pip=23.2.1=py311h06a4308_0
- python=3.11.5=h955ad1f_0
- readline=8.2=h5eee18b_0
- setuptools=68.0.0=py311h06a4308_0
- sqlite=3.41.2=h5eee18b_0
- tk=8.6.12=h1ccaba5_0
- wheel=0.41.2=py311h06a4308_0
- xz=5.4.2=h5eee18b_0
- zlib=1.2.13=h5eee18b_0
- pip:
- --pre
- --extra-index-url https://download.pytorch.org/whl/nightly/
- accelerate==0.23.0
- aiohttp==3.8.5
- aiosignal==1.3.1
- async-timeout==4.0.3
- attrs==23.1.0
- bark==0.1.5
- boto3==1.28.61
- botocore==1.31.61
- certifi==2023.7.22
- TTS==0.22.0
- charset-normalizer==3.3.0
- datasets==2.14.5
- sentence-transformers==2.2.2
- sentencepiece==0.1.99
- dill==0.3.7
- einops==0.7.0
- encodec==0.1.1
- filelock==3.12.4
- frozenlist==1.4.0
- fsspec==2023.6.0
- funcy==2.0
- grpcio==1.59.0
- huggingface-hub
- idna==3.4
- jinja2==3.1.2
- jmespath==1.0.1
- markupsafe==2.1.3
- mpmath==1.3.0
- multidict==6.0.4
- multiprocess==0.70.15
- networkx
- numpy==1.26.0
- packaging==23.2
- pandas
- peft==0.5.0
- protobuf==4.24.4
- psutil==5.9.5
- pyarrow==13.0.0
- python-dateutil==2.8.2
- pytz==2023.3.post1
- pyyaml==6.0.1
- regex==2023.10.3
- requests==2.31.0
- rouge==1.0.1
- s3transfer==0.7.0
- safetensors==0.3.3
- scipy==1.11.3
- six==1.16.0
- sympy==1.12
- tokenizers
- torch
- torchaudio
- tqdm==4.66.1
- triton==2.1.0
- typing-extensions==4.8.0
- tzdata==2023.3
- auto-gptq==0.6.0
- urllib3==1.26.17
- xxhash==3.4.1
- yarl==1.9.2
- soundfile
- langid
- wget
- unidecode
- pyopenjtalk-prebuilt
- pypinyin
- inflect
- cn2an
- jieba
- eng_to_ipa
- openai-whisper
- matplotlib
- gradio==3.41.2
- nltk
- sudachipy
- sudachidict_core
- vocos
- vllm==0.2.7
- transformers>=4.36.0 # Required for Mixtral.
- xformers==0.0.23.post1
prefix: /opt/conda/envs/transformers

8
backend/python/diffusers/Makefile
View file

@ -1,4 +1,8 @@
CONDA_ENV_PATH = "diffusers.yml"
export CONDA_ENV_PATH = "diffusers.yml"
ifeq ($(BUILD_TYPE), hipblas)
export CONDA_ENV_PATH = "diffusers-rocm.yml"
endif
.PHONY: diffusers
diffusers:
@ -12,4 +16,4 @@ run:
@echo "Diffusers run."
test:
bash test.sh
bash test.sh

64
backend/python/diffusers/diffusers-rocm.yml Normal file
View file

@ -0,0 +1,64 @@
name: diffusers
channels:
- defaults
dependencies:
- _libgcc_mutex=0.1=main
- _openmp_mutex=5.1=1_gnu
- bzip2=1.0.8=h7b6447c_0
- ca-certificates=2023.08.22=h06a4308_0
- ld_impl_linux-64=2.38=h1181459_1
- libffi=3.4.4=h6a678d5_0
- libgcc-ng=11.2.0=h1234567_1
- libgomp=11.2.0=h1234567_1
- libstdcxx-ng=11.2.0=h1234567_1
- libuuid=1.41.5=h5eee18b_0
- ncurses=6.4=h6a678d5_0
- openssl=3.0.11=h7f8727e_2
- pip=23.2.1=py311h06a4308_0
- python=3.11.5=h955ad1f_0
- readline=8.2=h5eee18b_0
- setuptools=68.0.0=py311h06a4308_0
- sqlite=3.41.2=h5eee18b_0
- tk=8.6.12=h1ccaba5_0
- tzdata=2023c=h04d1e81_0
- wheel=0.41.2=py311h06a4308_0
- xz=5.4.2=h5eee18b_0
- zlib=1.2.13=h5eee18b_0
- pip:
- --pre
- --extra-index-url https://download.pytorch.org/whl/nightly/
- accelerate>=0.11.0
- certifi==2023.7.22
- charset-normalizer==3.3.0
- compel==2.0.2
- diffusers==0.24.0
- filelock==3.12.4
- fsspec==2023.9.2
- grpcio==1.59.0
- huggingface-hub>=0.19.4
- idna==3.4
- importlib-metadata==6.8.0
- jinja2==3.1.2
- markupsafe==2.1.3
- mpmath==1.3.0
- networkx==3.1
- numpy==1.26.0
- omegaconf
- packaging==23.2
- pillow==10.0.1
- protobuf==4.24.4
- psutil==5.9.5
- pyparsing==3.1.1
- pyyaml==6.0.1
- regex==2023.10.3
- requests==2.31.0
- safetensors==0.4.0
- sympy==1.12
- tqdm==4.66.1
- transformers>=4.25.1
- triton==2.1.0
- typing-extensions==4.8.0
- urllib3==2.0.6
- zipp==3.17.0
- torch
prefix: /opt/conda/envs/diffusers

2
backend/python/diffusers/diffusers.yml
View file

@ -71,4 +71,4 @@ dependencies:
- typing-extensions==4.8.0
- urllib3==2.0.6
- zipp==3.17.0
prefix: /opt/conda/envs/diffusers
prefix: /opt/conda/envs/diffusers