зеркало из https://github.com/microsoft/SynapseML.git
49 строки
2.2 KiB
Bash
49 строки
2.2 KiB
Bash
# Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#!/bin/bash
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# IMPORTANT: specify RAPIDS_VERSION fully 23.10.0 and not 23.10
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# also in general, RAPIDS_VERSION (python) fields should omit any leading 0 in month/minor field (i.e. 23.8.0 and not 23.08.0)
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# while SPARK_RAPIDS_VERSION (jar) should have leading 0 in month/minor (e.g. 23.08.2 and not 23.8.2)
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RAPIDS_VERSION=24.4.0
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SPARK_RAPIDS_VERSION=23.10.0
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SPARK_RAPIDSML_VERSION=24.6.0
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curl -L https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/${SPARK_RAPIDS_VERSION}/rapids-4-spark_2.12-${SPARK_RAPIDS_VERSION}-cuda11.jar -o /databricks/jars/rapids-4-spark_2.12-${SPARK_RAPIDS_VERSION}.jar
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# install cudatoolkit 11.8 via runfile approach
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wget https://developer.download.nvidia.com/compute/cuda/11.8.0/local_installers/cuda_11.8.0_520.61.05_linux.run
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sh cuda_11.8.0_520.61.05_linux.run --silent --toolkit
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# reset symlink and update library loading paths
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rm /usr/local/cuda
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ln -s /usr/local/cuda-11.8 /usr/local/cuda
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# upgrade pip
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/databricks/python/bin/pip install --upgrade pip
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# install cudf, cuml and their rapids dependencies
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# using ~= pulls in latest micro version patches
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/databricks/python/bin/pip install cudf-cu11~=${RAPIDS_VERSION} \
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cuml-cu11~=${RAPIDS_VERSION} \
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pylibraft-cu11~=${RAPIDS_VERSION} \
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rmm-cu11~=${RAPIDS_VERSION} \
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--extra-index-url=https://pypi.nvidia.com
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# install model navigator
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/databricks/python/bin/pip install --extra-index-url https://pypi.nvidia.com onnxruntime-gpu "tensorrt" "triton-model-navigator==0.10.1" "sentence_transformers~=2.2.2" "urllib3<2"
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# install spark-rapids-ml
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/databricks/python/bin/pip install spark-rapids-ml~=${SPARK_RAPIDSML_VERSION}
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