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、明白了介绍砖运行时机器学习。
请注意
这些版本注释可能包括引用功能不可用这个版本的谷歌云。
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。
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:
DBUtils运行时毫升不包括:砖库工具(dbutils.library)。使用
%皮普
和% conda
而不是命令。看到Notebook-scoped Python库。GPU集群,砖包括以下运行时毫升NVIDIA GPU的库:
CUDA 11.0
cuDNN 8.0.4.30
NCCL 2.7.8
TensorRT 7.1.3
库
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
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 |