磚運行時為8.1毫升(不支持)
2021年3月磚公布的這張照片。
磚8.1運行時機器學習為機器學習和數據提供了一個準備好了環境科學的基礎上磚運行時的8.1(不支持)。磚運行時毫升含有許多流行的機器學習庫,包括TensorFlow PyTorch, XGBoost。它還支持使用Horovod分布深度學習培訓。
更多信息,包括指令創建磚集群運行時毫升、明白了介紹磚運行時機器學習。
請注意
這些版本注釋可能包括引用功能不可用這個版本的穀歌雲。
新功能和重大變化
磚磚的運行時8.1毫升之上8.1運行時。有什麼新信息的磚8.1運行時,包括Apache火花MLlib和SparkR,看到磚運行時的8.1(不支持)發行說明。
包在GPU集群中刪除
刪除以下CUDA包在GPU集群:
cuda-command-line-tools
cuda-compiler
cuda-cudart-dev
cuda-cufft
cuda-cufft-dev
cuda-cuobjdump
cuda-cupti
cuda-curand
cuda-curand-dev
cuda-cusolver
cuda-cusolver-dev
cuda-cusparse
cuda-cusparse-dev
cuda-documentation
cuda-driver-dev
cuda-gdb
cuda-gpu-library-advisor
cuda-libraries-dev
cuda-license
cuda-memcheck
cuda-minimal-build
cuda-misc-headers
cuda-npp
cuda-npp-dev
cuda-nsight
cuda-nvcc
cuda-nvdisasm
cuda-nvgraph
cuda-nvgraph-dev
cuda-nvjpeg
cuda-nvjpeg-dev
cuda-nvml-dev
cuda-nvprune
cuda-nvrtc-dev
cuda-nvvp
cuda-samples
cuda-sanitizer-api
cuda
cuda-tools
cuda-visual-tools
freeglut3
libcublas-dev
libcudnn7-dev
libdrm-dev
libegl1
libegm-mesa0
libgbl1-mesa-dev
libgbm1
libgles1
libgles2
libglu1-mesa
libglu1-mesa-dev
libnccl-dev
libnvinfer-dev
libnvinfer-plugin-dev
libopengl0
libwayland-server0
libx11-xcb-dev
libxcb-dri2-0-dev
libxcb-dri3-dev
libxcb-glx0-dev
libxcb-present-dev
libxcb-randr0
libxcb-randr0-dev
libxcb-render0-dev
libxcb-shape0-dev
libxcb-sync-dev
libxcb-xfixes0
libxcb-xfixes0-dev
libxdamage-dev
libxext-dev
libxfixes-dev
libxi-dev
libxmu-dev
libxmu-headers
libxshmfence-dev
libxxf86vm-dev
mesa-common-dev
nsight-compute
nsight-systems
x11proto-damage-dev
x11proto-fixes-dev
x11proto-input-dev
x11proto-xext-dev
x11proto-xf86vidmode-dev
重大變化磚Python運行時毫升的環境
看到磚運行時的8.1(不支持)對磚Python運行時環境的重大變化。安裝Python包的完整列表和他們的版本,看Python庫。
係統環境
磚的係統環境運行時8.1毫升不同於磚運行時的8.1如下:
DBUtils運行時毫升不包括:磚庫工具(dbutils.library)。使用
%皮普
和% conda
而不是命令。看到Notebook-scoped Python庫。GPU集群,磚包括以下運行時毫升NVIDIA GPU的庫:
CUDA 11.0
cuDNN 8.0.4.30
NCCL 2.7.8
TensorRT 7.1.3
庫
下麵的章節列表庫包含在磚運行時的8.1毫升,不同於那些包含在磚8.1運行時。
Python庫
磚運行時8.1毫升使用Conda Python包管理,包括許多流行毫升包。
除了包中指定Conda環境在下麵幾節中,磚運行時8.1毫升的還包括以下方案:
hyperopt 0.2.5.db1
sparkdl 2.1.0.db4
Python庫對CPU集群
的名字:databricks-ml渠道:- - - - - -pytorch- - - - - -違約依賴關係:- - - - - -_libgcc_mutex = 0.1 =主要- - - - - -absl-py = 0.11.0 = pyhd3eb1b0_1它- - - - - -aiohttp = 3.7.4 = py38h27cfd23_1- - - - - -asn1crypto = 1.4.0 = py_0- - - - - -阿斯特= 0.8.1 = py38h06a4308_0- - - - - -async-timeout = 3.0.1 = py38h06a4308_0- - - - - -attrs = 20.3.0 = pyhd3eb1b0_0- - - - - -backcall = 0.2.0 = pyhd3eb1b0_0- - - - - -bcrypt = 3.2.0 = py38h7b6447c_0- - - - - -布拉斯特區= 1.0 = mkl- - - - - -信號燈= 1.4 = py38h06a4308_0- - - - - -boto3 = 1.16.7 = pyhd3eb1b0_0- - - - - -botocore = 1.19.7 = pyhd3eb1b0_0- - - - - -brotlipy = 0.7.0 = py38h27cfd23_1003- - - - - -c-ares = 1.17.1 = h27cfd23_0- - - - - -ca證書= 2021.4.13 = h06a4308_12021年5月26日#(更新2021.1.19維護更新)- - - - - -cachetools = 4.2.1 = pyhd3eb1b0_0準備- - - - - -certifi = 2020.12.5 = py38h06a4308_0- - - - - -cffi = 1.14.3 = py38h261ae71_2- - - - - -chardet = 3.0.4 = py38h06a4308_1003- - - - - -單擊= 7.1.2 = pyhd3eb1b0_0- - - - - -cloudpickle = 1.6.0 = py_0- - - - - -configparser = 5.0.1 = py_0- - - - - -cpuonly = 1.0 = 0- - - - - -密碼= 3.1.1 = py38h1ba5d50_0- - - - - -周期計= 0.10.0 = py38_0- - - - - -cython = 0.29.21 = py38h2531618_0- - - - - -decorator = 10/24/11 = pyhd3eb1b0_0- - - - - -蒔蘿= 0.3.2 = py_0- - - - - -docutils = 0.15.2 = py38h06a4308_1- - - - - -entrypoints = 0.3 = py38_0- - - - - -瓶= 1.1.2 = pyhd3eb1b0_0- - - - - -freetype的= 2.10.4 = h5ab3b9f_0- - - - - -未來= 0.18.2 = py38_1- - - - - -gitdb =你= py_0- - - - - -gitpython = 3.1.12 = pyhd3eb1b0_1- - - - - -google-auth = 1.22.1 = py_0- - - - - -google-auth-oauthlib = 0.4.2 = pyhd3eb1b0_2- - - - - -google-pasta = 0.2.0 = py_0- - - - - -gunicorn = 20.0.4 = py38_0- - - - - -h5py = 2.10.0 = py38h7918eee_0- - - - - -hdf5 = 1.10.4 = hb1b8bf9_0- - - - - -icu = 58.2 = he6710b0_3- - - - - -idna = 2.10 = pyhd3eb1b0_0- - - - - -importlib-metadata = 2.0.0 = py_1- - - - - -intel-openmp = 2019.4 = 243- - - - - -ipykernel = 5.3.4 = py38h5ca1d4c_0- - - - - -ipython = 7.19.0 = py38hb070fc8_1- - - - - -ipython_genutils = 0.2.0 = pyhd3eb1b0_1- - - - - -isodate = 0.6.0 = py_1- - - - - -itsdangerous = 1.1.0 = pyhd3eb1b0_0- - - - - -絕地= 0.17.2 = py38h06a4308_1- - - - - -jinja2 = 2.11.2 = pyhd3eb1b0_0- - - - - -jmespath = 0.10.0 = py_0- - - - - -joblib = 0.17.0 = py_0- - - - - -jpeg = 9 b = h024ee3a_2- - - - - -jupyter_client = 6.1.7 = py_0- - - - - -jupyter_core = 4.6.3 = py38_0- - - - - -= py38h2531618_0 1.3.0 kiwisolver =版本- - - - - -krb5 = 1.17.1 = h173b8e3_0- - - - - -lcms2 = 2.11 = h396b838_0- - - - - -ld_impl_linux - 64 = 2.33.1 = h53a641e_7- - - - - -libedit = 3.1.20191231 = h14c3975_1- - - - - -libffi = 3.3 = he6710b0_2- - - - - -libgcc-ng = 9.1.0 = hdf63c60_0- - - - - -libgfortran-ng = 7.3.0 = hdf63c60_0- - - - - -libpng = 1.6.37 = hbc83047_0- - - - - -libpq = 12.2 = h20c2e04_0- - - - - -libprotobuf = 3.13.0.1 = hd408876_0- - - - - -libsodium = 1.0.18 = h7b6447c_0- - - - - -libstdcxx-ng = 9.1.0 = hdf63c60_0- - - - - -libtiff = 4.1.0 = h2733197_1- - - - - -libuv = 1.40.0 = h7b6447c_0- - - - - -lightgbm = 3.1.1 = py38h2531618_0- - - - - -lz4-c = 1.9.2 = heb0550a_3- - - - - -尖吻鯖鯊= 1.1.3 = py_0- - - - - -減價= 3.3.3 = py38h06a4308_0- - - - - -markupsafe = 1.1.1 = py38h7b6447c_0- - - - - -matplotlib-base = 3.2.2 = py38hef1b27d_0- - - - - -mkl = 2019.4 = 243- - - - - -mkl-service = tripwire = py38he904b0f_0- - - - - -mkl_fft = 1.2.0 = py38h23d657b_0- - - - - -mkl_random = 1.1.0 = py38h962f231_0- - - - - -more-itertools = 8.6.0 = pyhd3eb1b0_0- - - - - -multidict = 5.1.0 = py38h27cfd23_2- - - - - -ncurses = 6.2 = he6710b0_1- - - - - -networkx = 2.5 = py_0- - - - - -忍者= 1.10.2 = py38hff7bd54_0- - - - - -nltk = 3.5 = py_0- - - - - -numpy = 1.19.2 = py38h54aff64_0- - - - - -numpy-base = 1.19.2 = py38hfa32c7d_0- - - - - -oauthlib = 3.1.0 = py_0- - - - - -olefile = 0.46 = py_0- - - - - -openssl = 1.1.1k = h27cfd23_02021年5月26日#(更新1.1.1j維護更新)- - - - - -包裝= 20.4 = py_0- - - - - -熊貓= 1.1.3 = py38he6710b0_0- - - - - -paramiko = 2.7.2 = py_0- - - - - -parso = 0.7.0 = py_0- - - - - -容易受騙的人= 0.5.1 = py38_0- - - - - -pexpect = 4.8.0 = pyhd3eb1b0_3- - - - - -pickleshare = 0.7.5 = pyhd3eb1b0_1003- - - - - -枕頭= 8.0.1 = py38he98fc37_0- - - - - -皮普= 20.2.4 = py38h06a4308_0- - - - - -情節= 4.14.3 = pyhd3eb1b0_0- - - - - -prompt-toolkit = 3.0.8 = py_0- - - - - -prompt_toolkit = 3.0.8 = 0- - - - - -protobuf = 3.13.0.1 = py38he6710b0_1- - - - - -psutil = 5.7.2 = py38h7b6447c_0- - - - - -psycopg2 = 2.8.5 = py38h3c74f83_1- - - - - -ptyprocess = 0.6.0 = pyhd3eb1b0_2- - - - - -pyasn1 = 0.4.8 = py_0- - - - - -pyasn1-modules = 0.2.8 = py_0- - - - - -pycparser = 2.20 = py_2- - - - - -pygments = 2.7.2 = pyhd3eb1b0_0- - - - - -pyjwt = 1.7.1上= py38_0- - - - - -pynacl = 1.4.0 = py38h7b6447c_1- - - - - -pyodbc = 4.0.30 = py38he6710b0_0- - - - - -pyopenssl = 19.1.0 = pyhd3eb1b0_1- - - - - -pyparsing = 2.4.7 = pyhd3eb1b0_0- - - - - -pysocks = 1.7.1上= py38h06a4308_0- - - - - -python = 3.8.8 = hdb3f193_42021年5月26日#(更新3.8.5維護更新)- - - - - -python-dateutil = 2.8.1發布= pyhd3eb1b0_0- - - - - -python編輯器的1.0.4 = = py_0- - - - - -pytorch = 1.7.1上= py3.8_cpu_0- - - - - -pytz = 2020.5 = pyhd3eb1b0_0- - - - - -pyzmq = 19.0.2 = py38he6710b0_1- - - - - -readline = 8.0 = h7b6447c_0- - - - - -regex = 2020.10.15 = py38h7b6447c_0- - - - - -= 2.24.0 = py_0請求- - - - - -= py_0 1.3.0 requests-oauthlib =版本- - - - - -重試= 1.3.3 = py_2- - - - - -rsa = 4.7.2 = pyhd3eb1b0_1- - - - - -s3transfer = 0.3.4 = pyhd3eb1b0_0- - - - - -scikit-learn = 0.23.2 = py38h0573a6f_0- - - - - -scipy = 1.5.2 = py38h0b6359f_0- - - - - -setuptools = 50.3.1 = py38h06a4308_1- - - - - -simplejson = 3.17.2 = py38h27cfd23_2- - - - - -6 = 1.15.0 = py38h06a4308_0- - - - - -smmap = 3.0.5 = pyhd3eb1b0_0- - - - - -sqlite = 3.33.0 = h62c20be_0- - - - - -sqlparse = 0.4.1 = py_0- - - - - -statsmodels = 0.12.0 = py38h7b6447c_0- - - - - -彙總= 0.8.7 = py38h06a4308_0- - - - - -threadpoolctl = 2.1.0 = pyh5ca1d4c_0- - - - - -tk = 8.6.10 = hbc83047_0- - - - - -torchvision = 0.8.2 = py38_cpu- - - - - -龍卷風= 6.0.4 = py38h7b6447c_1- - - - - -tqdm = 4.50.2 = py_0- - - - - -traitlets = 5.0.5 = pyhd3eb1b0_0- - - - - -typing-extensions = 3.7.4.3 = hd3eb1b0_0- - - - - -typing_extensions = 3.7.4.3 = pyh06a4308_0- - - - - -unixodbc = 2.3.9 = h7b6447c_0- - - - - -urllib3 = 1.25.11 = py_0- - - - - -wcwidth = 0.2.5 = py_0- - - - - -websocket-client = 0.57.0 = py38_2- - - - - -werkzeug = 1.0.1 = pyhd3eb1b0_0- - - - - -輪= 0.35.1 = pyhd3eb1b0_0- - - - - -打包= 1.12.1 = py38h7b6447c_1- - - - - -xz = 5.2.5 = h7b6447c_0- - - - - -yarl = 1.6.3 = py38h27cfd23_0- - - - - -zeromq = 4.3.3 = he6710b0_3- - - - - -氧化鋅碘仿糊= 3.4.0 = pyhd3eb1b0_0- - - - - -zlib = 1.2.11 = h7b6447c_3- - - - - -zstd = 1.4.5 = h9ceee32_0- - - - - -皮普:- - - - - -astunparse = = 1.6.3- - - - - -azure-core = = 1.11.0- - - - - -azure-storage-blob = = 12.7.1- - - - - -databricks-cli = = 0.14.1- - - - - -diskcache = = 5.2.1- - - - - -碼頭工人= = 4.4.4- - - - - -flatbuffers = = 1.12- - - - - -恐嚇= = 0.3.3- - - - - -grpcio = = 1.32.0- - - - - -horovod = = 0.21.1- - - - - -joblibspark = = 0.3.0- - - - - -keras-preprocessing = = 1.1.2- - - - - -考拉= = 1.6.0- - - - - -llvmlite = = 0.35.0- - - - - -mleap = = 0.16.1- - - - - -mlflow = = 1.14.1- - - - - -msr = = 0.6.21- - - - - -numba = = 0.52.0- - - - - -opt-einsum = = 3.3.0- - - - - -petastorm = = 0.9.8- - - - - -pyarrow = = 1.0.1- - - - - -pyyaml = = 5.4.1之前- - - - - -querystring-parser = = 4- - - - - -seaborn = = 0.10.0- - - - - -世鵬科技電子= = 0.38.1- - - - - -切片機= = 0.0.7- - - - - -spark-tensorflow-distributor = = 0.1.0- - - - - -tensorboard = = 2.4.1- - - - - -tensorboard-plugin-wit = = 1.8.0- - - - - -tensorflow-cpu = = 2.4.1- - - - - -tensorflow-estimator = =測試盒框- - - - - -termcolor = = 1.1.0- - - - - -xgboost = = 1.3.3前綴:/磚/ conda / env / databricks-ml
Python庫在GPU集群
的名字:databricks-ml-gpu渠道:- - - - - -違約依賴關係:- - - - - -_libgcc_mutex = 0.1 =主要- - - - - -absl-py = 0.11.0 = pyhd3eb1b0_1它- - - - - -aiohttp = 3.7.4 = py38h27cfd23_1- - - - - -asn1crypto = 1.4.0 = py_0- - - - - -阿斯特= 0.8.1 = py38h06a4308_0- - - - - -async-timeout = 3.0.1 = py38h06a4308_0- - - - - -attrs = 20.3.0 = pyhd3eb1b0_0- - - - - -backcall = 0.2.0 = pyhd3eb1b0_0- - - - - -bcrypt = 3.2.0 = py38h7b6447c_0- - - - - -布拉斯特區= 1.0 = mkl- - - - - -信號燈= 1.4 = py38h06a4308_0- - - - - -boto3 = 1.16.7 = pyhd3eb1b0_0- - - - - -botocore = 1.19.7 = pyhd3eb1b0_0- - - - - -brotlipy = 0.7.0 = py38h27cfd23_1003- - - - - -c-ares = 1.17.1 = h27cfd23_0- - - - - -ca證書= 2021.4.13 = h06a4308_12021年5月26日#(更新2021.1.19維護更新)- - - - - -cachetools = 4.2.1 = pyhd3eb1b0_0準備- - - - - -certifi = 2020.12.5 = py38h06a4308_0- - - - - -cffi = 1.14.3 = py38h261ae71_2- - - - - -chardet = 3.0.4 = py38h06a4308_1003- - - - - -單擊= 7.1.2 = pyhd3eb1b0_0- - - - - -cloudpickle = 1.6.0 = py_0- - - - - -configparser = 5.0.1 = py_0- - - - - -密碼= 3.1.1 = py38h1ba5d50_0- - - - - -周期計= 0.10.0 = py38_0- - - - - -cython = 0.29.21 = py38h2531618_0- - - - - -decorator = 10/24/11 = pyhd3eb1b0_0- - - - - -蒔蘿= 0.3.2 = py_0- - - - - -docutils = 0.15.2 = py38h06a4308_1- - - - - -entrypoints = 0.3 = py38_0- - - - - -瓶= 1.1.2 = pyhd3eb1b0_0- - - - - -freetype的= 2.10.4 = h5ab3b9f_0- - - - - -未來= 0.18.2 = py38_1- - - - - -gitdb =你= py_0- - - - - -gitpython = 3.1.12 = pyhd3eb1b0_1- - - - - -google-auth = 1.22.1 = py_0- - - - - -google-auth-oauthlib = 0.4.2 = pyhd3eb1b0_2- - - - - -google-pasta = 0.2.0 = py_0- - - - - -grpcio = 1.31.0 = py38hf8bcb03_0- - - - - -gunicorn = 20.0.4 = py38_0- - - - - -h5py = 2.10.0 = py38h7918eee_0- - - - - -hdf5 = 1.10.4 = hb1b8bf9_0- - - - - -icu = 58.2 = he6710b0_3- - - - - -idna = 2.10 = pyhd3eb1b0_0- - - - - -importlib-metadata = 2.0.0 = py_1- - - - - -intel-openmp = 2019.4 = 243- - - - - -ipykernel = 5.3.4 = py38h5ca1d4c_0- - - - - -ipython = 7.19.0 = py38hb070fc8_1- - - - - -ipython_genutils = 0.2.0 = pyhd3eb1b0_1- - - - - -isodate = 0.6.0 = py_1- - - - - -itsdangerous = 1.1.0 = pyhd3eb1b0_0- - - - - -絕地= 0.17.2 = py38h06a4308_1- - - - - -jinja2 = 2.11.2 = pyhd3eb1b0_0- - - - - -jmespath = 0.10.0 = py_0- - - - - -joblib = 0.17.0 = py_0- - - - - -jpeg = 9 b = h024ee3a_2- - - - - -jupyter_client = 6.1.7 = py_0- - - - - -jupyter_core = 4.6.3 = py38_0- - - - - -= py38h2531618_0 1.3.0 kiwisolver =版本- - - - - -krb5 = 1.17.1 = h173b8e3_0- - - - - -lcms2 = 2.11 = h396b838_0- - - - - -ld_impl_linux - 64 = 2.33.1 = h53a641e_7- - - - - -libedit = 3.1.20191231 = h14c3975_1- - - - - -libffi = 3.3 = he6710b0_2- - - - - -libgcc-ng = 9.1.0 = hdf63c60_0- - - - - -libgfortran-ng = 7.3.0 = hdf63c60_0- - - - - -libpng = 1.6.37 = hbc83047_0- - - - - -libpq = 12.2 = h20c2e04_0- - - - - -libprotobuf = 3.13.0.1 = hd408876_0- - - - - -libsodium = 1.0.18 = h7b6447c_0- - - - - -libstdcxx-ng = 9.1.0 = hdf63c60_0- - - - - -libtiff = 4.1.0 = h2733197_1- - - - - -lightgbm = 3.1.1 = py38h2531618_0- - - - - -lz4-c = 1.9.2 = heb0550a_3- - - - - -尖吻鯖鯊= 1.1.3 = py_0- - - - - -減價= 3.3.3 = py38h06a4308_0- - - - - -markupsafe = 1.1.1 = py38h7b6447c_0- - - - - -matplotlib-base = 3.2.2 = py38hef1b27d_0- - - - - -mkl = 2019.4 = 243- - - - - -mkl-service = tripwire = py38he904b0f_0- - - - - -mkl_fft = 1.2.0 = py38h23d657b_0- - - - - -mkl_random = 1.1.0 = py38h962f231_0- - - - - -more-itertools = 8.6.0 = pyhd3eb1b0_0- - - - - -multidict = 5.1.0 = py38h27cfd23_2- - - - - -ncurses = 6.2 = he6710b0_1- - - - - -networkx = 2.5 = py_0- - - - - -nltk = 3.5 = py_0- - - - - -numpy = 1.19.2 = py38h54aff64_0- - - - - -numpy-base = 1.19.2 = py38hfa32c7d_0- - - - - -oauthlib = 3.1.0 = py_0- - - - - -olefile = 0.46 = py_0- - - - - -openssl = 1.1.1k = h27cfd23_02021年5月26日#(更新1.1.1i維護更新)- - - - - -包裝= 20.4 = py_0- - - - - -熊貓= 1.1.3 = py38he6710b0_0- - - - - -paramiko = 2.7.2 = py_0- - - - - -parso = 0.7.0 = py_0- - - - - -容易受騙的人= 0.5.1 = py38_0- - - - - -pexpect = 4.8.0 = pyhd3eb1b0_3- - - - - -pickleshare = 0.7.5 = pyhd3eb1b0_1003- - - - - -枕頭= 8.0.1 = py38he98fc37_0- - - - - -皮普= 20.2.4 = py38h06a4308_0- - - - - -情節= 4.14.3 = pyhd3eb1b0_0- - - - - -prompt-toolkit = 3.0.8 = py_0- - - - - -prompt_toolkit = 3.0.8 = 0- - - - - -protobuf = 3.13.0.1 = py38he6710b0_1- - - - - -psutil = 5.7.2 = py38h7b6447c_0- - - - - -psycopg2 = 2.8.5 = py38h3c74f83_1- - - - - -ptyprocess = 0.6.0 = pyhd3eb1b0_2- - - - - -pyasn1 = 0.4.8 = py_0- - - - - -pyasn1-modules = 0.2.8 = py_0- - - - - -pycparser = 2.20 = py_2- - - - - -pygments = 2.7.2 = pyhd3eb1b0_0- - - - - -pyjwt = 1.7.1上= py38_0- - - - - -pynacl = 1.4.0 = py38h7b6447c_1- - - - - -pyodbc = 4.0.30 = py38he6710b0_0- - - - - -pyopenssl = 19.1.0 = pyhd3eb1b0_1- - - - - -pyparsing = 2.4.7 = pyhd3eb1b0_0- - - - - -pysocks = 1.7.1上= py38h06a4308_0- - - - - -python = 3.8.8 = hdb3f193_42021年5月26日#(更新3.8.5維護更新)- - - - - -python-dateutil = 2.8.1發布= pyhd3eb1b0_0- - - - - -python編輯器的1.0.4 = = py_0- - - - - -pytz = 2020.5 = pyhd3eb1b0_0- - - - - -pyzmq = 19.0.2 = py38he6710b0_1- - - - - -readline = 8.0 = h7b6447c_0- - - - - -regex = 2020.10.15 = py38h7b6447c_0- - - - - -= 2.24.0 = py_0請求- - - - - -= py_0 1.3.0 requests-oauthlib =版本- - - - - -重試= 1.3.3 = py_2- - - - - -rsa = 4.7.2 = pyhd3eb1b0_1- - - - - -s3transfer = 0.3.4 = pyhd3eb1b0_0- - - - - -scikit-learn = 0.23.2 = py38h0573a6f_0- - - - - -scipy = 1.5.2 = py38h0b6359f_0- - - - - -setuptools = 50.3.1 = py38h06a4308_1- - - - - -simplejson = 3.17.2 = py38h27cfd23_2- - - - - -6 = 1.15.0 = py38h06a4308_0- - - - - -smmap = 3.0.5 = pyhd3eb1b0_0- - - - - -sqlite = 3.33.0 = h62c20be_0- - - - - -sqlparse = 0.4.1 = py_0- - - - - -statsmodels = 0.12.0 = py38h7b6447c_0- - - - - -彙總= 0.8.7 = py38h06a4308_0- - - - - -threadpoolctl = 2.1.0 = pyh5ca1d4c_0- - - - - -tk = 8.6.10 = hbc83047_0- - - - - -龍卷風= 6.0.4 = py38h7b6447c_1- - - - - -tqdm = 4.50.2 = py_0- - - - - -traitlets = 5.0.5 = pyhd3eb1b0_0- - - - - -typing-extensions = 3.7.4.3 = hd3eb1b0_0- - - - - -typing_extensions = 3.7.4.3 = pyh06a4308_0- - - - - -unixodbc = 2.3.9 = h7b6447c_0- - - - - -urllib3 = 1.25.11 = py_0- - - - - -wcwidth = 0.2.5 = py_0- - - - - -websocket-client = 0.57.0 = py38_2- - - - - -werkzeug = 1.0.1 = pyhd3eb1b0_0- - - - - -輪= 0.35.1 = pyhd3eb1b0_0- - - - - -打包= 1.12.1 = py38h7b6447c_1- - - - - -xz = 5.2.5 = h7b6447c_0- - - - - -yarl = 1.6.3 = py38h27cfd23_0- - - - - -zeromq = 4.3.3 = he6710b0_3- - - - - -氧化鋅碘仿糊= 3.4.0 = pyhd3eb1b0_0- - - - - -zlib = 1.2.11 = h7b6447c_3- - - - - -zstd = 1.4.5 = h9ceee32_0- - - - - -皮普:- - - - - -astunparse = = 1.6.3- - - - - -azure-core = = 1.11.0- - - - - -azure-storage-blob = = 12.7.1- - - - - -databricks-cli = = 0.14.1- - - - - -diskcache = = 5.2.1- - - - - -碼頭工人= = 4.4.4- - - - - -flatbuffers = = 1.12- - - - - -恐嚇= = 0.3.3- - - - - -horovod = = 0.21.1- - - - - -joblibspark = = 0.3.0- - - - - -keras-preprocessing = = 1.1.2- - - - - -考拉= = 1.6.0- - - - - -llvmlite = = 0.35.0- - - - - -mleap = = 0.16.1- - - - - -mlflow = = 1.14.1- - - - - -msr = = 0.6.21- - - - - -numba = = 0.52.0- - - - - -opt-einsum = = 3.3.0- - - - - -petastorm = = 0.9.8- - - - - -pyarrow = = 1.0.1- - - - - -pyyaml = = 5.4.1之前- - - - - -querystring-parser = = 4- - - - - -seaborn = = 0.10.0- - - - - -世鵬科技電子= = 0.38.1- - - - - -切片機= = 0.0.7- - - - - -spark-tensorflow-distributor = = 0.1.0- - - - - -tensorboard = = 2.4.1- - - - - -tensorboard-plugin-wit = = 1.8.0- - - - - -tensorflow = = 2.4.1- - - - - -tensorflow-estimator = =測試盒框- - - - - -termcolor = = 1.1.0- - - - - -火炬= = 1.7.1上- - - - - -torchvision = = 0.8.2- - - - - -xgboost = = 1.3.3前綴:/磚/ conda / env / databricks-ml-gpu
Java和Scala庫(Scala 2.12集群)
除了Java和Scala庫磚8.1運行時,磚運行時8.1毫升包含以下jar:
CPU集群
組ID |
工件ID |
版本 |
---|---|---|
com.typesafe.akka |
akka-actor_2.12 |
2.5.23 |
ml.combust.mleap |
mleap-databricks-runtime_2.12 |
0.17.3-4882dc3 |
ml.dmlc |
xgboost4j-spark_2.12 |
1.3.1 |
ml.dmlc |
xgboost4j_2.12 |
1.3.1 |
org.mlflow |
mlflow-client |
1.14.1 |
org.scala-lang.modules |
scala-java8-compat_2.12 |
0.8.0 |
org.tensorflow |
spark-tensorflow-connector_2.12 |
1.15.0 |
GPU集群
組ID |
工件ID |
版本 |
---|---|---|
com.typesafe.akka |
akka-actor_2.12 |
2.5.23 |
ml.combust.mleap |
mleap-databricks-runtime_2.12 |
0.17.3-4882dc3 |
ml.dmlc |
xgboost4j-spark-gpu_2.12 |
1.3.1 |
ml.dmlc |
xgboost4j-gpu_2.12 |
1.3.1 |
org.mlflow |
mlflow-client |
1.14.1 |
org.scala-lang.modules |
scala-java8-compat_2.12 |
0.8.0 |
org.tensorflow |
spark-tensorflow-connector_2.12 |
1.15.0 |