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https://github.com/anonimo-iv/aurorafusion

Scalable Diffusion-Powered X-ray Tomographic Reconstruction on Exascale Supercomputers

https://github.com/anonimo-iv/aurorafusion

Science Score: 26.0%

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    CITATION.cff file
  • ✓
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    Found codemeta.json file
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    Found .zenodo.json file
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    DOI references
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    Academic publication links
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    Institutional organization owner
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    Scientific vocabulary similarity
    Low similarity (0.4%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

Scalable Diffusion-Powered X-ray Tomographic Reconstruction on Exascale Supercomputers

Basic Info
  • Host: GitHub
  • Owner: anonimo-iv
  • Language: Python
  • Default Branch: main
  • Size: 9.81 MB
Statistics
  • Stars: 0
  • Watchers: 0
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created about 1 year ago · Last pushed 12 months ago
Metadata Files
Readme

README.md

Speedup diffusion model training / inference on multiple Supercomputers

Owner

  • Name: Nobody
  • Login: anonimo-iv
  • Kind: user

GitHub Events

Total
  • Push event: 7
  • Create event: 1
Last Year
  • Push event: 7
  • Create event: 1

Dependencies

Polaris/sd3.5/environment.yml conda
  • _libgcc_mutex 0.1
  • _openmp_mutex 5.1
  • binutils_impl_linux-64 2.39
  • binutils_linux-64 2.39
  • bzip2 1.0.8
  • ca-certificates 2025.6.15
  • expat 2.7.1
  • gcc_impl_linux-64 9.5.0
  • gcc_linux-64 9.5.0
  • gxx_impl_linux-64 9.5.0
  • gxx_linux-64 9.5.0
  • kernel-headers_linux-64 3.10.0
  • ld_impl_linux-64 2.39
  • libffi 3.4.4
  • libgcc 15.1.0
  • libgcc-devel_linux-64 9.5.0
  • libgcc-ng 15.1.0
  • libgomp 15.1.0
  • libsanitizer 9.5.0
  • libstdcxx-devel_linux-64 9.5.0
  • libstdcxx-ng 11.2.0
  • libuuid 1.41.5
  • libxcb 1.17.0
  • ncurses 6.4
  • openssl 3.5.0
  • pip 25.1
  • pthread-stubs 0.3
  • python 3.12.0
  • readline 8.2
  • setuptools 78.1.1
  • sqlite 3.45.3
  • sysroot_linux-64 2.17
  • tk 8.6.14
  • wheel 0.45.1
  • xorg-libx11 1.8.12
  • xorg-libxau 1.0.12
  • xorg-libxdmcp 1.1.5
  • xorg-xorgproto 2024.1
  • xz 5.6.4
  • zlib 1.2.13
Aurora/sd3.5/requirements.txt pypi
  • Brotli ==1.1.0
  • CairoSVG ==2.7.1
  • ClusterShell ==1.9.3
  • DracoPy ==1.5.0
  • GitPython ==3.1.44
  • Jinja2 ==3.1.6
  • Keras-Applications ==1.0.8
  • Keras-Preprocessing ==1.1.2
  • Markdown ==3.7
  • MarkupSafe ==3.0.2
  • PyYAML ==6.0.2
  • Pygments ==2.19.1
  • Werkzeug ==3.1.3
  • absl-py ==2.2.1
  • accelerate ==1.7.0
  • aiohappyeyeballs ==2.6.1
  • aiohttp ==3.12.12
  • aiosignal ==1.3.2
  • annotated-types ==0.7.0
  • antlr4-python3-runtime ==4.9.3
  • astropy ==6.1.7
  • astropy-iers-data ==0.2025.3.31.0.36.18
  • asttokens ==3.0.0
  • astunparse ==1.6.3
  • async-timeout ==5.0.1
  • attrs ==25.3.0
  • blosc2 ==2.7.1
  • boto3 ==1.37.26
  • botocore ==1.37.26
  • cachetools ==5.5.2
  • cairocffi ==1.7.1
  • certifi ==2025.1.31
  • cffi ==1.17.1
  • chardet ==5.2.0
  • charset-normalizer ==3.4.1
  • chex ==0.1.89
  • click ==8.1.8
  • cloud-files ==5.1.0
  • cloud_volume ==12.1.0
  • cloudpickle ==3.1.1
  • colorama ==0.4.6
  • compressed_segmentation ==2.3.2
  • cpuid ==0.0.11
  • cpuid-native ==0.0.8
  • crc32c ==2.7.1
  • cssselect2 ==0.4.1
  • cycler ==0.12.1
  • datasets ==3.6.0
  • decorator ==5.2.1
  • deepspeed ==0.17.1
  • deflate ==0.8.0
  • defusedxml ==0.7.1
  • dill ==0.3.8
  • docopt-ng ==0.9.0
  • dpnp ==0.16.3
  • einops ==0.8.1
  • etils ==1.12.2
  • exceptiongroup ==1.2.2
  • executing ==2.2.0
  • expecttest ==0.3.0
  • fasteners ==0.19
  • fastremap ==1.15.1
  • filelock ==3.18.0
  • flake8 ==7.2.0
  • flatbuffers ==25.2.10
  • flax ==0.8.5
  • fonttools ==4.56.0
  • frozenlist ==1.7.0
  • fsspec ==2025.3.0
  • future ==1.0.0
  • gast ==0.6.0
  • gevent ==24.11.1
  • gitdb ==4.0.12
  • google-api-core ==2.24.2
  • google-auth ==2.38.0
  • google-auth-oauthlib ==1.2.1
  • google-cloud-core ==2.4.3
  • google-cloud-storage ==3.1.0
  • google-crc32c ==1.7.1
  • google-pasta ==0.2.0
  • google-resumable-media ==2.7.2
  • googleapis-common-protos ==1.69.2
  • greenlet ==3.1.1
  • grpcio ==1.71.0
  • h5py ==3.13.0
  • hjson ==3.1.0
  • huggingface-hub ==0.30.1
  • humanize ==4.12.2
  • hydra-core ==1.3.2
  • hyperopt ==0.2.7
  • idna ==3.10
  • imageio ==2.37.0
  • importlib_metadata ==8.7.0
  • importlib_resources ==6.5.2
  • inflection ==0.5.1
  • iniconfig ==2.1.0
  • intel-extension-for-transformers ==1.4.2
  • intel_extension_for_openxla ==0.5.0
  • intel_extension_for_pytorch ==2.5.10
  • intel_extension_for_tensorflow ==2.15.0.2
  • intel_extension_for_tensorflow_lib ==2.15.0.2.2
  • ipython ==8.34.0
  • jax ==0.4.30
  • jaxlib ==0.4.30
  • jedi ==0.19.2
  • jmespath ==1.0.1
  • json5 ==0.11.0
  • jsonpickle ==4.0.5
  • jsonschema ==4.23.0
  • jsonschema-specifications ==2024.10.1
  • keras ==2.15.0
  • kiwisolver ==1.4.8
  • lazy_loader ==0.4
  • libclang ==18.1.1
  • llvmlite ==0.42.0
  • markdown-it-py ==3.0.0
  • matplotlib ==3.5.3
  • matplotlib-inline ==0.1.7
  • mccabe ==0.7.0
  • mdurl ==0.1.2
  • microviewer ==1.12.0
  • ml-dtypes ==0.3.2
  • mpi4py ==3.1.6
  • mpmath ==1.3.0
  • msgpack ==1.1.0
  • multidict ==6.4.4
  • multiprocess ==0.70.16
  • munch ==4.0.0
  • ndindex ==1.9.2
  • nest-asyncio ==1.6.0
  • networkx ==3.4.2
  • neural_compressor ==3.4.1
  • ninja ==1.11.1.4
  • numexpr ==2.10.2
  • numpy ==1.26.4
  • nvidia-nccl-cu12 ==2.26.2
  • oauthlib ==3.2.2
  • omegaconf ==2.3.0
  • oneccl-bind-pt ==2.5.0
  • opencv-python ==4.11.0.86
  • opencv-python-headless ==4.11.0.86
  • opt_einsum ==3.4.0
  • optax ==0.2.4
  • orbax-checkpoint ==0.6.4
  • orjson ==3.10.16
  • osteoid ==0.3.1
  • pandas ==1.5.0
  • parso ==0.8.4
  • pathos ==0.3.3
  • patsy ==1.0.1
  • pexpect ==4.9.0
  • pillow ==11.1.0
  • pluggy ==1.5.0
  • posix_ipc ==1.1.1
  • pox ==0.3.5
  • ppft ==1.7.6.9
  • prettytable ==3.16.0
  • prompt_toolkit ==3.0.50
  • propcache ==0.3.2
  • proto-plus ==1.26.1
  • protobuf ==4.25.6
  • psutil ==7.0.0
  • ptyprocess ==0.7.0
  • pure_eval ==0.2.3
  • py-cpuinfo ==9.0.0
  • py4j ==0.10.9.9
  • pyanp ==0.3.1
  • pyarrow ==20.0.0
  • pyasn1 ==0.6.1
  • pyasn1_modules ==0.4.2
  • pycocotools ==2.0.10
  • pycodestyle ==2.13.0
  • pycparser ==2.22
  • pydantic ==2.11.1
  • pydantic_core ==2.33.0
  • pyerfa ==2.0.1.5
  • pyflakes ==3.3.2
  • pyparsing ==3.2.3
  • pysimdjson ==6.0.2
  • pytest ==8.3.5
  • python-jsonschema-objects ==0.5.7
  • pytorch-triton-xpu ==3.1.0
  • rdkit-pypi ==2021.9.4
  • referencing ==0.36.2
  • regex ==2024.11.6
  • requests ==2.32.3
  • requests-oauthlib ==2.0.0
  • rich ==14.0.0
  • rpds-py ==0.24.0
  • rsa ==4.9
  • ruamel.yaml ==0.18.10
  • ruamel.yaml.clib ==0.2.12
  • s3transfer ==0.11.4
  • sacred ==0.8.7
  • safetensors ==0.5.3
  • schema ==0.7.7
  • scikit-image ==0.25.2
  • scipy ==1.12.0
  • seaborn ==0.13.2
  • selfies ==1.0.4
  • simplejpeg ==1.8.2
  • smmap ==5.0.2
  • stack-data ==0.6.3
  • statsmodels ==0.14.4
  • sympy ==1.13.1
  • tables ==3.10.1
  • tenacity ==9.1.2
  • tensorboard ==2.15.2
  • tensorboard-data-server ==0.7.2
  • tensorboardX ==2.6.2.2
  • tensorflow ==2.15.1
  • tensorflow-estimator ==2.15.0
  • tensorflow-io-gcs-filesystem ==0.37.1
  • tensorstore ==0.1.73
  • termcolor ==3.0.1
  • tf-estimator-nightly ==2.16.0.dev2024012409
  • tifffile ==2025.3.30
  • tinycss2 ==1.4.0
  • tokenizer ==3.4.5
  • tokenizers ==0.19.1
  • toolz ==1.0.0
  • torch ==2.5.1
  • torchvision ==0.20.1
  • tqdm ==4.67.1
  • traitlets ==5.14.3
  • transformers ==4.44.2
  • typing-inspection ==0.4.0
  • urllib3 ==2.3.0
  • wcwidth ==0.2.13
  • webencodings ==0.5.1
  • wrapt ==1.14.1
  • xgboost ==3.0.0
  • xxhash ==3.5.0
  • yarl ==1.20.1
  • zipp ==3.21.0
  • zope.event ==5.0
  • zope.interface ==7.2
  • zstandard ==0.23.0