砖运行时为8.1毫升(不支持)

2021年3月砖公布的这张照片。

砖8.1运行时机器学习为机器学习和数据提供了一个准备好了环境科学的基础上砖运行时的8.1(不支持)。砖运行时毫升含有许多流行的机器学习库,包括TensorFlow PyTorch, XGBoost。它还支持使用Horovod分布深度学习培训。

更多信息,包括指令创建砖集群运行时毫升、明白了砖运行时机器学习

新功能和重大变化

砖砖的运行时8.1毫升之上8.1运行时。有什么新信息的砖8.1运行时,包括Apache火花MLlib和SparkR,看到砖运行时的8.1(不支持)发行说明。

包在GPU集群中删除

删除以下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

重大变化砖Python运行时毫升的环境

看到砖运行时的8.1(不支持)对砖Python运行时环境的重大变化。安装Python包的完整列表和他们的版本,看Python库

Python包升级

  • mlflow 1.13.1 - > 1.14.1

  • 情节4.14.1 - > 4.14.3

  • pytz 2020.1 - > 2020.5

  • 世鹏科技电子0.37.0 - > 0.38.1

  • tensorflow测试盒框- > 2.4.1

  • torchvision 0.8.1 - > 0.8.2

  • xgboost 1.3.1 - > 1.3.3

系统环境

砖的系统环境运行时8.1毫升不同于砖运行时的8.1如下:

下面的章节列表库包含在砖运行时的8.1毫升,不同于那些包含在砖8.1运行时。

Python库

砖运行时8.1毫升使用Conda Python包管理,包括许多流行毫升包。

除了包中指定Conda环境在下面几节中,砖运行时8.1毫升的还包括以下方案:

  • hyperopt 0.2.5.db1

  • sparkdl 2.1.0.db4

Python库对CPU集群

的名字:databricks-ml渠道:- - - - - -pytorch- - - - - -违约依赖关系:- - - - - -_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- - - - - -布拉斯特区= 1.0 = mkl- - - - - -信号灯= 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证书= 2021.4.13 = h06a4308_12021年5月26日#(更新2021.1.19维护更新)- - - - - -cachetools = 4.2.1 = pyhd3eb1b0_0准备- - - - - -certifi = 2020.12.5 = py38h06a4308_0- - - - - -cffi = 1.14.3 = py38h261ae71_2- - - - - -chardet = 3.0.4 = py38h06a4308_1003- - - - - -单击= 7.1.2 = pyhd3eb1b0_0- - - - - -cloudpickle = 1.6.0 = py_0- - - - - -configparser = 5.0.1 = py_0- - - - - -cpuonly = 1.0 = 0- - - - - -密码= 3.1.1 = py38h1ba5d50_0- - - - - -周期计= 0.10.0 = py38_0- - - - - -cython = 0.29.21 = py38h2531618_0- - - - - -decorator = 10/24/11 = pyhd3eb1b0_0- - - - - -莳萝= 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- - - - - -未来= 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- - - - - -绝地= 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- - - - - -尖吻鲭鲨= 1.1.3 = py_0- - - - - -减价= 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维护更新)- - - - - -包装= 20.4 = py_0- - - - - -熊猫= 1.1.3 = py38he6710b0_0- - - - - -paramiko = 2.7.2 = py_0- - - - - -parso = 0.7.0 = py_0- - - - - -容易受骗的人= 0.5.1 = py38_0- - - - - -pexpect = 4.8.0 = pyhd3eb1b0_3- - - - - -pickleshare = 0.7.5 = pyhd3eb1b0_1003- - - - - -枕头= 8.0.1 = py38he98fc37_0- - - - - -皮普= 20.2.4 = py38h06a4308_0- - - - - -情节= 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维护更新)- - - - - -python-dateutil = 2.8.1发布= pyhd3eb1b0_0- - - - - -python编辑器的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请求- - - - - -= py_0 1.3.0 requests-oauthlib =版本- - - - - -重试= 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- - - - - -汇总= 0.8.7 = py38h06a4308_0- - - - - -threadpoolctl = 2.1.0 = pyh5ca1d4c_0- - - - - -tk = 8.6.10 = hbc83047_0- - - - - -torchvision = 0.8.2 = py38_cpu- - - - - -龙卷风= 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- - - - - -轮= 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- - - - - -氧化锌碘仿糊= 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- - - - - -码头工人= = 4.4.4- - - - - -flatbuffers = = 1.12- - - - - -恐吓= = 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- - - - - -世鹏科技电子= = 0.38.1- - - - - -切片机= = 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 = =测试盒框- - - - - -termcolor = = 1.1.0- - - - - -xgboost = = 1.3.3前缀:/砖/ conda / env / databricks-ml

Python库在GPU集群

的名字:databricks-ml-gpu渠道:- - - - - -违约依赖关系:- - - - - -_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- - - - - -布拉斯特区= 1.0 = mkl- - - - - -信号灯= 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证书= 2021.4.13 = h06a4308_12021年5月26日#(更新2021.1.19维护更新)- - - - - -cachetools = 4.2.1 = pyhd3eb1b0_0准备- - - - - -certifi = 2020.12.5 = py38h06a4308_0- - - - - -cffi = 1.14.3 = py38h261ae71_2- - - - - -chardet = 3.0.4 = py38h06a4308_1003- - - - - -单击= 7.1.2 = pyhd3eb1b0_0- - - - - -cloudpickle = 1.6.0 = py_0- - - - - -configparser = 5.0.1 = py_0- - - - - -密码= 3.1.1 = py38h1ba5d50_0- - - - - -周期计= 0.10.0 = py38_0- - - - - -cython = 0.29.21 = py38h2531618_0- - - - - -decorator = 10/24/11 = pyhd3eb1b0_0- - - - - -莳萝= 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- - - - - -未来= 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- - - - - -绝地= 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- - - - - -尖吻鲭鲨= 1.1.3 = py_0- - - - - -减价= 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维护更新)- - - - - -包装= 20.4 = py_0- - - - - -熊猫= 1.1.3 = py38he6710b0_0- - - - - -paramiko = 2.7.2 = py_0- - - - - -parso = 0.7.0 = py_0- - - - - -容易受骗的人= 0.5.1 = py38_0- - - - - -pexpect = 4.8.0 = pyhd3eb1b0_3- - - - - -pickleshare = 0.7.5 = pyhd3eb1b0_1003- - - - - -枕头= 8.0.1 = py38he98fc37_0- - - - - -皮普= 20.2.4 = py38h06a4308_0- - - - - -情节= 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维护更新)- - - - - -python-dateutil = 2.8.1发布= pyhd3eb1b0_0- - - - - -python编辑器的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请求- - - - - -= py_0 1.3.0 requests-oauthlib =版本- - - - - -重试= 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- - - - - -汇总= 0.8.7 = py38h06a4308_0- - - - - -threadpoolctl = 2.1.0 = pyh5ca1d4c_0- - - - - -tk = 8.6.10 = hbc83047_0- - - - - -龙卷风= 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- - - - - -轮= 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- - - - - -氧化锌碘仿糊= 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- - - - - -码头工人= = 4.4.4- - - - - -flatbuffers = = 1.12- - - - - -恐吓= = 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- - - - - -世鹏科技电子= = 0.38.1- - - - - -切片机= = 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 = =测试盒框- - - - - -termcolor = = 1.1.0- - - - - -火炬= = 1.7.1上- - - - - -torchvision = = 0.8.2- - - - - -xgboost = = 1.3.3前缀:/砖/ conda / env / databricks-ml-gpu

引发包包含Python模块

火花包

Python模块

版本

graphframes

graphframes

0.8.1-db2-spark3.1

R库

R库的完全相同R库在砖8.1运行时。

Java和Scala库(Scala 2.12集群)

除了Java和Scala库砖8.1运行时,砖运行时8.1毫升包含以下jar:

CPU集群

组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

组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