磚7.5運行時機器學習(不支持)

磚在2020年12月發布了這張照片。

磚7.5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7.5(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、明白了磚運行時機器學習

新功能和重大變化

磚磚的運行時7.5毫升之上7.5運行時。有什麼新信息的磚7.5運行時,包括Apache火花MLlib和SparkR,看到磚運行時的7.5(不支持)發行說明。

的用法

  • 大猩猩包被棄用,將被刪除在即將到來的磚的主要發布運行時毫升。

重大變化磚Python運行時毫升的環境

看到磚運行時的7.5(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

Python包升級

  • databricks-cli 0.13.0 - > 0.14.0

  • hyperopt 0.2.4。db2 - > 0.2.5.db1

  • 考拉1.2.0 - > 1.4.0

  • mlflow 1.11.0 - > 1.12.1

  • petastorm 0.9.6 - > 0.9.7

  • 情節4.10.0 - > 4.12.0

  • pytorch 1.6.0 - > 1.7.0

  • torchvision 0.7.0 - > 0.8.1

  • xgboost 1.2.0 - > 1.2.1

係統環境

磚的係統環境運行時7.5毫升不同於磚運行時的7.5如下:

  • DBUtils運行時毫升不包含:磚庫工具(dbutils.library)。您可以使用%皮普% 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 10.1更新2

    • cuDNN 7.6.5

    • NCCL 2.7.3

    • TensorRT 6.0.1中

下麵的章節列表庫包含在磚運行時的7.5毫升,不同於那些包含在磚7.5運行時。

Python庫

磚運行時7.5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7.5毫升也安裝以下軟件包:

  • hyperopt 0.2.5.db1

  • sparkdl 2.1.0-db2

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 = 0.9.0 = py37_0- - - - - -= py37_1 1.3.0 asn1crypto =版本- - - - - -阿斯特= 0.8.0 = py37_0- - - - - -backcall = 0.1.0 = py37_0- - - - - -補丁= 1.0 = pyhd3eb1b0_2- - - - - -bcrypt = 3.2.0 = py37h7b6447c_0- - - - - -布拉斯特區= 1.0 = mkl- - - - - -信號燈= 1.4 = py37_0- - - - - -boto3 = 1.12.0 = py_0- - - - - -botocore = 1.15.0 = py_0- - - - - -c-ares = 1.17.1 = h27cfd23_0- - - - - -ca證書= 2020.10.14 = h06a4308_12021年5月26日,從0 #(更新維護更新)- - - - - -cachetools =以下4.4.1 = py_0- - - - - -certifi = 2020.11.8 = py37h06a4308_0- - - - - -cffi = 1.14.0 = py37he30daa8_12021年5月26日#(更新py37h2e261b9_0維護更新)- - - - - -chardet = 3.0.4 = py37h06a4308_1003- - - - - -單擊= 7.0 = py37_0- - - - - -cloudpickle = 1.4.1 = py_0- - - - - -configparser = 3.7.4 = py37_0- - - - - -cpuonly = 1.0 = 0- - - - - -密碼= 2.8 = py37h1ba5d50_0- - - - - -周期計= 0.10.0 = py37_0- - - - - -cython = 0.29.15 = py37he6710b0_0- - - - - -4.4.1裝飾= = py_0- - - - - -蒔蘿= 0.3.1.1 = py37_1- - - - - -docutils = 0.15.2 = py37_0- - - - - -entrypoints = 0.3 = py37_0- - - - - -瓶= 1.1.1 = py_1- - - - - -freetype的= 2.9.1 = h8a8886c_1- - - - - -未來= 0.18.2 = py37_1- - - - - -恐嚇= 0.3.3 = py_0- - - - - -gitdb =你= py_0- - - - - -gitpython = 3.1.0 = py_0- - - - - -google-auth = 1.11.2 = py_0- - - - - -google-auth-oauthlib = 0.4.1 = py_2- - - - - -google-pasta = 0.2.0 = py_0- - - - - -grpcio = 1.27.2 = py37hf8bcb03_0- - - - - -gunicorn = 20.0.4 = py37_0- - - - - -h5py = 2.10.0 = py37h7918eee_0- - - - - -hdf5 = 1.10.4 = hb1b8bf9_0- - - - - -icu = 58.2 = he6710b0_3- - - - - -idna = 2.8 = py37_0- - - - - -intel-openmp = 2020.0 = 166- - - - - -ipykernel = 5.1.4 = py37h39e3cac_0- - - - - -ipython = 7.12.0 = py37h5ca1d4c_0- - - - - -ipython_genutils = 0.2.0 = pyhd3eb1b0_1- - - - - -isodate = 0.6.0 = py_1- - - - - -itsdangerous = 1.1.0 = py37_0- - - - - -絕地= 0.17.2 = py37_0- - - - - -jinja2 = 2.11.1 = py_0- - - - - -jmespath = 0.10.0 = py_0- - - - - -joblib = 0.14.1 = py_0- - - - - -jpeg = 9 b = h024ee3a_2- - - - - -jupyter_client = 5.3.4 = py37_0- - - - - -jupyter_core = 4.6.1 = py37_0- - - - - -kiwisolver = 1.1.0 = py37he6710b0_0- - - - - -krb5 = 1.17.1 = h173b8e3_02021年5月26日#(更新1.16.4維護更新)- - - - - -ld_impl_linux - 64 = 2.33.1 = h53a641e_7- - - - - -libedit = 3.1.20181209 = hc058e9b_0- - - - - -libffi = 3.3 = he6710b0_2#(2021年5月26日,從3.2.1版本更新維護更新)- - - - - -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#(2021年5月26日從11.2更新維護更新)- - - - - -libprotobuf = 3.11.4 = hd408876_0- - - - - -libsodium = 1.0.16 = h1bed415_0- - - - - -libstdcxx-ng = 9.1.0 = hdf63c60_0- - - - - -libtiff = 4.1.0 = h2733197_0- - - - - -libuv = 1.40.0 = h7b6447c_0- - - - - -lightgbm = tripwire = py37he6710b0_0- - - - - -lz4-c = 1.8.1.2 = h14c3975_0- - - - - -尖吻鯖鯊= 1.1.2 = py_0- - - - - -減價= 3.1.1 = py37_0- - - - - -markupsafe = 1.1.1 = py37h14c3975_1- - - - - -matplotlib-base = 3.1.3 = py37hef1b27d_0- - - - - -mkl = 2020.0 = 166- - - - - -mkl-service = tripwire = py37he904b0f_0- - - - - -mkl_fft = 1.0.15 = py37ha843d7b_0- - - - - -mkl_random = 1.1.0 = py37hd6b4f25_0- - - - - -ncurses = 6.2 = he6710b0_1- - - - - -networkx = 2.4 = py_1- - - - - -忍者= 1.10.2 = py37hff7bd54_0- - - - - -nltk = 3.4.5 = py37_0- - - - - -numpy = 1.18.1 = py37h4f9e942_0- - - - - -numpy-base = 1.18.1 = py37hde5b4d6_1- - - - - -oauthlib = 3.1.0 = py_0- - - - - -olefile = 0.46 = py37_0- - - - - -openssl = 1.1.1k = h27cfd23_02021年5月26日#(更新1.1.1h維護更新)- - - - - -包裝= 20.1 = py_0- - - - - -熊貓= 1.0.1 = py37h0573a6f_0- - - - - -paramiko = 2.7.1 = py_0- - - - - -parso = 0.7.0 = py_0- - - - - -容易受騙的人= 0.5.1 = py37_0- - - - - -pexpect = 4.8.0 = pyhd3eb1b0_3- - - - - -pickleshare = 0.7.5 = py37_1001- - - - - -枕頭= 7.0.0 = py37hb39fc2d_0- - - - - -皮普= 20.0.2 = py37_3- - - - - -情節= 4.12.0 = pyhd3eb1b0_0- - - - - -prompt_toolkit = 3.0.3 = py_0- - - - - -protobuf = 3.11.4 = py37he6710b0_0- - - - - -psutil = 5.6.7 = py37h7b6447c_0- - - - - -psycopg2 = 2.8.6 = py37h3c74f83_12021年5月26日#(更新2.8.4維護更新)- - - - - -ptyprocess = 0.6.0 = pyhd3eb1b0_2- - - - - -pyasn1 = 0.4.8 = py_0- - - - - -pyasn1-modules = 0.2.8 = py_0- - - - - -pycparser = 2.19 = py37_0- - - - - -pygments = 2.5.2 = py_0- - - - - -pyjwt = 1.7.1上= py37_0- - - - - -= py37h7b6447c_0 1.3.0 pynacl =版本- - - - - -pyodbc = 4.0.30 = py37he6710b0_0- - - - - -pyopenssl = 19.1.0 = pyhd3eb1b0_1- - - - - -pyparsing = 2.4.6 = py_0- - - - - -pysocks = 1.7.1上= py37_1- - - - - -python = 3.7.10 = hdb3f193_0#(2021年5月26日,從第3.7.6更新維護更新)- - - - - -python-dateutil = 2.8.1發布= py_0- - - - - -python編輯器的1.0.4 = = py_0- - - - - -pytorch = 1.7.0 = py3.7_cpu_0- - - - - -pytz = 2019.3 = py_0- - - - - -pyzmq = 18.1.1 = py37he6710b0_0- - - - - -readline = 8.1 = h27cfd23_0#(2021年5月26日從7.0更新維護更新)- - - - - -= 2.22.0 = py37_1請求- - - - - -= py_0 1.3.0 requests-oauthlib =版本- - - - - -重試= 1.3.3 = py37_2- - - - - -rsa = 4.0 = py_0- - - - - -s3transfer = 0.3.3 = py37_1- - - - - -scikit-learn = 0.22.1 = py37hd81dba3_0- - - - - -scipy = 1.4.1 = py37h0b6359f_0- - - - - -setuptools = 45.2.0 = py37_0- - - - - -simplejson = 3.17.0 = py37h7b6447c_0- - - - - -6 = 1.14.0 = py37h06a4308_0- - - - - -smmap = 3.0.4 = py_0- - - - - -sqlite = 3.35.4 = hdfb4753_02021年5月26日#(更新3.31.1維護更新)- - - - - -sqlparse = 0.4.1 = py_0- - - - - -statsmodels = 0.11.0 = py37h7b6447c_0它- - - - - -彙總= 0.8.3 = py37_0- - - - - -tk = 8.6.10 = hbc83047_02021年5月26日#(更新8.6.8維護更新)- - - - - -torchvision = 0.8.1 = py37_cpu- - - - - -龍卷風= 6.0.3 = py37h7b6447c_3- - - - - -tqdm = 4.42.1 = py_0- - - - - -traitlets = 4.3.3 = py37_0- - - - - -typing_extensions = 3.7.4.3 = py_0- - - - - -unixodbc = 2.3.7 = h14c3975_0- - - - - -urllib3 = 1.25.8 = py37_0- - - - - -wcwidth = 0.1.8 = py_0- - - - - -websocket-client = 0.56.0 = py37_0- - - - - -werkzeug = 1.0.0 = py_0- - - - - -輪= 0.34.2 = py37_0- - - - - -打包= 1.11.2 = py37h7b6447c_0- - - - - -xz = 5.2.5 = h7b6447c_02021年5月26日#(更新5.2.4維護更新)- - - - - -zeromq = 4.3.1 = he6710b0_3- - - - - -zlib = 1.2.11 = h7b6447c_3- - - - - -zstd = 1.3.7 = h0b5b093_0- - - - - -皮普:- - - - - -astunparse = = 1.6.3- - - - - -azure-core = = 1.9.0- - - - - -azure-storage-blob = = 12.6.0- - - - - -databricks-cli = = 0.14.0- - - - - -diskcache = = 5.1.0- - - - - -碼頭工人= = 4.4.0- - - - - -大猩猩= = 0.3.0- - - - - -horovod = = 0.20.3- - - - - -joblibspark = = 0.3.0- - - - - -keras-preprocessing = = 1.1.2- - - - - -考拉= = 1.4.0- - - - - -mleap = = 0.16.1- - - - - -mlflow = = 1.12.1- - - - - -msr = = 0.6.19- - - - - -opt-einsum = = 3.3.0- - - - - -petastorm = = 0.9.7- - - - - -pyarrow = = 1.0.1- - - - - -pyyaml = = 5.3.1- - - - - -querystring-parser = = 4- - - - - -seaborn = = 0.10.0- - - - - -spark-tensorflow-distributor = = 0.1.0- - - - - -tensorboard = = tripwire- - - - - -tensorboard-plugin-wit = = 1.7.0- - - - - -tensorflow-cpu = = 2.3.1- - - - - -tensorflow-estimator = = tripwire- - - - - -termcolor = = 1.1.0- - - - - -xgboost = = 1.2.1 "前綴:/磚/ conda / env / databricks-ml

Python庫在GPU集群

的名字:databricks-ml-gpu渠道:- - - - - -pytorch- - - - - -違約依賴關係:- - - - - -_libgcc_mutex = 0.1 =主要- - - - - -absl-py = 0.9.0 = py37_0- - - - - -= py37_1 1.3.0 asn1crypto =版本- - - - - -阿斯特= 0.8.0 = py37_0- - - - - -backcall = 0.1.0 = py37_0- - - - - -補丁= 1.0 = pyhd3eb1b0_2- - - - - -bcrypt = 3.2.0 = py37h7b6447c_0- - - - - -布拉斯特區= 1.0 = mkl- - - - - -信號燈= 1.4 = py37_0- - - - - -boto3 = 1.12.0 = py_0- - - - - -botocore = 1.15.0 = py_0- - - - - -c-ares = 1.17.1 = h27cfd23_0- - - - - -ca證書= 2020.10.14 = h06a4308_12021年5月26日,從0 #(更新維護更新)- - - - - -cachetools =以下4.4.1 = py_0- - - - - -certifi = 2020.11.8 = py37h06a4308_0- - - - - -cffi = 1.14.0 = py37he30daa8_12021年5月26日#(更新py37h2e261b9_0維護更新)- - - - - -chardet = 3.0.4 = py37h06a4308_1003- - - - - -單擊= 7.0 = py37_0- - - - - -cloudpickle = 1.4.1 = py_0- - - - - -configparser = 3.7.4 = py37_0- - - - - -密碼= 2.8 = py37h1ba5d50_0- - - - - -cudatoolkit = 10.1.243 = h6bb024c_0- - - - - -周期計= 0.10.0 = py37_0- - - - - -cython = 0.29.15 = py37he6710b0_0- - - - - -4.4.1裝飾= = py_0- - - - - -蒔蘿= 0.3.1.1 = py37_1- - - - - -docutils = 0.15.2 = py37_0- - - - - -entrypoints = 0.3 = py37_0- - - - - -瓶= 1.1.1 = py_1- - - - - -freetype的= 2.9.1 = h8a8886c_1- - - - - -未來= 0.18.2 = py37_1- - - - - -恐嚇= 0.3.3 = py_0- - - - - -gitdb =你= py_0- - - - - -gitpython = 3.1.0 = py_0- - - - - -google-auth = 1.11.2 = py_0- - - - - -google-auth-oauthlib = 0.4.1 = py_2- - - - - -google-pasta = 0.2.0 = py_0- - - - - -grpcio = 1.27.2 = py37hf8bcb03_0- - - - - -gunicorn = 20.0.4 = py37_0- - - - - -h5py = 2.10.0 = py37h7918eee_0- - - - - -hdf5 = 1.10.4 = hb1b8bf9_0- - - - - -icu = 58.2 = he6710b0_3- - - - - -idna = 2.8 = py37_0- - - - - -intel-openmp = 2020.0 = 166- - - - - -ipykernel = 5.1.4 = py37h39e3cac_0- - - - - -ipython = 7.12.0 = py37h5ca1d4c_0- - - - - -ipython_genutils = 0.2.0 = pyhd3eb1b0_1- - - - - -isodate = 0.6.0 = py_1- - - - - -itsdangerous = 1.1.0 = py37_0- - - - - -絕地= 0.17.2 = py37_0- - - - - -jinja2 = 2.11.1 = py_0- - - - - -jmespath = 0.10.0 = py_0- - - - - -joblib = 0.14.1 = py_0- - - - - -jpeg = 9 b = h024ee3a_2- - - - - -jupyter_client = 5.3.4 = py37_0- - - - - -jupyter_core = 4.6.1 = py37_0- - - - - -kiwisolver = 1.1.0 = py37he6710b0_0- - - - - -krb5 = 1.17.1 = h173b8e3_02021年5月26日#(更新1.16.4維護更新)- - - - - -ld_impl_linux - 64 = 2.33.1 = h53a641e_7- - - - - -libedit = 3.1.20181209 = hc058e9b_0- - - - - -libffi = 3.3 = he6710b0_2#(2021年5月26日,從3.2.1版本更新維護更新)- - - - - -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#(2021年5月26日從11.2更新維護更新)- - - - - -libprotobuf = 3.11.4 = hd408876_0- - - - - -libsodium = 1.0.16 = h1bed415_0- - - - - -libstdcxx-ng = 9.1.0 = hdf63c60_0- - - - - -libtiff = 4.1.0 = h2733197_0- - - - - -libuv = 1.40.0 = h7b6447c_0- - - - - -lightgbm = tripwire = py37he6710b0_0- - - - - -lz4-c = 1.8.1.2 = h14c3975_0- - - - - -尖吻鯖鯊= 1.1.2 = py_0- - - - - -減價= 3.1.1 = py37_0- - - - - -markupsafe = 1.1.1 = py37h14c3975_1- - - - - -matplotlib-base = 3.1.3 = py37hef1b27d_0- - - - - -mkl = 2020.0 = 166- - - - - -mkl-service = tripwire = py37he904b0f_0- - - - - -mkl_fft = 1.0.15 = py37ha843d7b_0- - - - - -mkl_random = 1.1.0 = py37hd6b4f25_0- - - - - -ncurses = 6.2 = he6710b0_1- - - - - -networkx = 2.4 = py_1- - - - - -忍者= 1.10.2 = py37hff7bd54_0- - - - - -nltk = 3.4.5 = py37_0- - - - - -numpy = 1.18.1 = py37h4f9e942_0- - - - - -numpy-base = 1.18.1 = py37hde5b4d6_1- - - - - -oauthlib = 3.1.0 = py_0- - - - - -olefile = 0.46 = py37_0- - - - - -openssl = 1.1.1k = h27cfd23_02021年5月26日#(更新1.1.1h維護更新)- - - - - -包裝= 20.1 = py_0- - - - - -熊貓= 1.0.1 = py37h0573a6f_0- - - - - -paramiko = 2.7.1 = py_0- - - - - -parso = 0.7.0 = py_0- - - - - -容易受騙的人= 0.5.1 = py37_0- - - - - -pexpect = 4.8.0 = pyhd3eb1b0_3- - - - - -pickleshare = 0.7.5 = py37_1001- - - - - -枕頭= 7.0.0 = py37hb39fc2d_0- - - - - -皮普= 20.0.2 = py37_3- - - - - -情節= 4.12.0 = pyhd3eb1b0_0- - - - - -prompt_toolkit = 3.0.3 = py_0- - - - - -protobuf = 3.11.4 = py37he6710b0_0- - - - - -psutil = 5.6.7 = py37h7b6447c_0- - - - - -psycopg2 = 2.8.6 = py37h3c74f83_12021年5月26日#(更新2.8.4維護更新)- - - - - -ptyprocess = 0.6.0 = pyhd3eb1b0_2- - - - - -pyasn1 = 0.4.8 = py_0- - - - - -pyasn1-modules = 0.2.8 = py_0- - - - - -pycparser = 2.19 = py37_0- - - - - -pygments = 2.5.2 = py_0- - - - - -pyjwt = 1.7.1上= py37_0- - - - - -= py37h7b6447c_0 1.3.0 pynacl =版本- - - - - -pyodbc = 4.0.30 = py37he6710b0_0- - - - - -pyopenssl = 19.1.0 = pyhd3eb1b0_1- - - - - -pyparsing = 2.4.6 = py_0- - - - - -pysocks = 1.7.1上= py37_1- - - - - -python = 3.7.10 = hdb3f193_0#(2021年5月26日,從第3.7.6更新維護更新)- - - - - -python-dateutil = 2.8.1發布= py_0- - - - - -python編輯器的1.0.4 = = py_0- - - - - -pytorch = 1.7.0 = py3.7_cuda10.1.243_cudnn7.6.3_0- - - - - -pytz = 2019.3 = py_0- - - - - -pyzmq = 18.1.1 = py37he6710b0_0- - - - - -readline = 8.1 = h27cfd23_0#(2021年5月26日從7.0更新維護更新)- - - - - -= 2.22.0 = py37_1請求- - - - - -= py_0 1.3.0 requests-oauthlib =版本- - - - - -重試= 1.3.3 = py37_2- - - - - -rsa = 4.0 = py_0- - - - - -s3transfer = 0.3.3 = py37_1- - - - - -scikit-learn = 0.22.1 = py37hd81dba3_0- - - - - -scipy = 1.4.1 = py37h0b6359f_0- - - - - -setuptools = 45.2.0 = py37_0- - - - - -simplejson = 3.17.0 = py37h7b6447c_0- - - - - -6 = 1.14.0 = py37h06a4308_0- - - - - -smmap = 3.0.4 = py_0- - - - - -sqlite = 3.35.4 = hdfb4753_02021年5月26日#(更新3.31.1維護更新)- - - - - -sqlparse = 0.4.1 = py_0- - - - - -statsmodels = 0.11.0 = py37h7b6447c_0它- - - - - -彙總= 0.8.3 = py37_0- - - - - -tk = 8.6.10 = hbc83047_02021年5月26日#(更新8.6.8維護更新)- - - - - -torchvision = 0.8.1 = py37_cu101- - - - - -龍卷風= 6.0.3 = py37h7b6447c_3- - - - - -tqdm = 4.42.1 = py_0- - - - - -traitlets = 4.3.3 = py37_0- - - - - -typing_extensions = 3.7.4.3 = py_0- - - - - -unixodbc = 2.3.7 = h14c3975_0- - - - - -urllib3 = 1.25.8 = py37_0- - - - - -wcwidth = 0.1.8 = py_0- - - - - -websocket-client = 0.56.0 = py37_0- - - - - -werkzeug = 1.0.0 = py_0- - - - - -輪= 0.34.2 = py37_0- - - - - -打包= 1.11.2 = py37h7b6447c_0- - - - - -xz = 5.2.5 = h7b6447c_02021年5月26日#(更新5.2.4維護更新)- - - - - -zeromq = 4.3.1 = he6710b0_3- - - - - -zlib = 1.2.11 = h7b6447c_3- - - - - -zstd = 1.3.7 = h0b5b093_0- - - - - -皮普:- - - - - -astunparse = = 1.6.3- - - - - -azure-core = = 1.9.0- - - - - -azure-storage-blob = = 12.6.0- - - - - -databricks-cli = = 0.14.0- - - - - -diskcache = = 5.1.0- - - - - -碼頭工人= = 4.4.0- - - - - -大猩猩= = 0.3.0- - - - - -horovod = = 0.20.3- - - - - -joblibspark = = 0.3.0- - - - - -keras-preprocessing = = 1.1.2- - - - - -考拉= = 1.4.0- - - - - -mleap = = 0.16.1- - - - - -mlflow = = 1.12.1- - - - - -msr = = 0.6.19- - - - - -opt-einsum = = 3.3.0- - - - - -petastorm = = 0.9.7- - - - - -pyarrow = = 1.0.1- - - - - -pyyaml = = 5.3.1- - - - - -querystring-parser = = 4- - - - - -seaborn = = 0.10.0- - - - - -spark-tensorflow-distributor = = 0.1.0- - - - - -tensorboard = = tripwire- - - - - -tensorboard-plugin-wit = = 1.7.0- - - - - -tensorflow = = 2.3.1- - - - - -tensorflow-estimator = = tripwire- - - - - -termcolor = = 1.1.0- - - - - -xgboost = = 1.2.1 "前綴:/磚/ conda / env / databricks-ml-gpu

引發包包含Python模塊

火花包

Python模塊

版本

graphframes

graphframes

0.8.1-db1-spark3.0

R庫

R庫的完全相同R庫在磚7.5運行時。

Java和Scala庫(Scala 2.12集群)

除了Java和Scala庫磚7.5運行時,磚運行時7.5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

1.2.0

ml.dmlc

xgboost4j_2.12

1.2.0

org.mlflow

mlflow-client

1.12.1

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

1.2.0

ml.dmlc

xgboost4j-gpu_2.12

1.2.0

org.mlflow

mlflow-client

1.12.1

org.scala-lang.modules

scala-java8-compat_2.12

0.8.0

org.tensorflow

spark-tensorflow-connector_2.12

1.15.0