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Posted to commits@tvm.apache.org by ar...@apache.org on 2022/05/18 00:00:21 UTC

[tvm] 22/36: Remove per-arch base images and use ci_py_venv instead.

This is an automated email from the ASF dual-hosted git repository.

areusch pushed a commit to branch areusch/freeze-dependencies
in repository https://gitbox.apache.org/repos/asf/tvm.git

commit 40133d446fa52a571ee0c158b4e22566da9bd169
Author: Andrew Reusch <ar...@gmail.com>
AuthorDate: Fri May 13 12:31:01 2022 -0700

    Remove per-arch base images and use ci_py_venv instead.
---
 docker/Dockerfile.base_aarch64                     |   41 -
 docker/Dockerfile.base_x86                         |   37 -
 docker/Dockerfile.ci_cpu                           |   42 +-
 ...ockerfile.base_x86_64 => Dockerfile.ci_py_deps} |   12 +-
 docker/build-base-images.sh                        |   30 -
 docker/build/base_i386/poetry.lock                 | 2883 --------------------
 docker/build/base_i386/pyproject.toml              |  144 -
 docker/build/base_x86_64/poetry.lock               | 2840 -------------------
 docker/build/base_x86_64/pyproject.toml            |  165 --
 docker/install/ubuntu_install_caffe.sh             |    1 +
 docker/install/ubuntu_install_python_package.sh    |   13 +-
 .../install/ubuntu_install_vitis_ai_packages_ci.sh |    6 +-
 ...ments-x86_64.txt => bootstrap-requirements.txt} |    0
 docker/{ => python}/ci-constraints.txt             |    1 +
 docker/python/freeze-dependencies.sh               |   14 +
 docker/{ => python}/freeze_deps.py                 |    0
 jenkins/Jenkinsfile.j2                             |   13 +-
 17 files changed, 74 insertions(+), 6168 deletions(-)

diff --git a/docker/Dockerfile.base_aarch64 b/docker/Dockerfile.base_aarch64
deleted file mode 100644
index 6cacc1d78c..0000000000
--- a/docker/Dockerfile.base_aarch64
+++ /dev/null
@@ -1,41 +0,0 @@
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-
-# CI docker arm env
-# tag: v0.02
-
-FROM ubuntu:18.04
-
-RUN apt-get update --fix-missing
-RUN apt-get install -y ca-certificates gnupg2
-
-COPY install/ubuntu_install_core.sh /install/ubuntu_install_core.sh
-RUN bash /install/ubuntu_install_core.sh
-
-# Rust env (build early; takes a while). Needed for some python packages (e.g. cryptography).
-COPY install/ubuntu_install_rust.sh /install/ubuntu_install_rust.sh
-RUN bash /install/ubuntu_install_rust.sh
-ENV RUSTUP_HOME /opt/rust
-ENV CARGO_HOME /opt/rust
-ENV PATH $PATH:$CARGO_HOME/bin
-
-COPY python/bootstrap-requirements-aarch64.txt /install/python/bootstrap-requirements.txt
-COPY install/ubuntu1804_install_python.sh /install/ubuntu1804_install_python.sh
-RUN bash /install/ubuntu1804_install_python.sh
-
-# Globally disable pip cache
-RUN pip config set global.no-cache-dir false
diff --git a/docker/Dockerfile.base_x86 b/docker/Dockerfile.base_x86
deleted file mode 100644
index 5572e0f031..0000000000
--- a/docker/Dockerfile.base_x86
+++ /dev/null
@@ -1,37 +0,0 @@
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-
-# CI docker i386 env
-# tag: v0.53
-
-FROM i386/ubuntu:18.04
-
-RUN apt-get update --fix-missing && apt-get install -y ca-certificates
-
-COPY install/ubuntu_install_core.sh /install/ubuntu_install_core.sh
-RUN bash /install/ubuntu_install_core.sh
-
-# Rust env (build early; takes a while). Needed for some python packages (e.g. cryptography).
-COPY install/ubuntu_install_rust.sh /install/ubuntu_install_rust.sh
-RUN bash /install/ubuntu_install_rust.sh
-ENV RUSTUP_HOME /opt/rust
-ENV CARGO_HOME /opt/rust
-ENV PATH $PATH:$CARGO_HOME/bin
-
-COPY python/bootstrap-requirements-x86.txt /install/python/bootstrap-requirements.txt
-COPY install/ubuntu1804_install_python.sh /install/ubuntu1804_install_python.sh
-RUN bash /install/ubuntu1804_install_python.sh
diff --git a/docker/Dockerfile.ci_cpu b/docker/Dockerfile.ci_cpu
index 8ce41386a8..ea7afe432a 100644
--- a/docker/Dockerfile.ci_cpu
+++ b/docker/Dockerfile.ci_cpu
@@ -16,12 +16,39 @@
 # under the License.
 
 # CI docker CPU env
-FROM tvm.base_x86_64:latest
+FROM ubuntu:18.04
 
-COPY build/base_x86_64/pyproject.toml /install/python/pyproject.toml
-COPY build/base_x86_64/poetry.lock /install/python/poetry.lock
+RUN apt-get update --fix-missing
+
+COPY install/ubuntu_install_core.sh /install/ubuntu_install_core.sh
+RUN bash /install/ubuntu_install_core.sh
+
+COPY install/ubuntu_install_googletest.sh /install/ubuntu_install_googletest.sh
+RUN bash /install/ubuntu_install_googletest.sh
+
+COPY python/bootstrap-requirements.txt /install/python/bootstrap-requirements.txt
+COPY install/ubuntu1804_install_python.sh /install/ubuntu1804_install_python.sh
+RUN bash /install/ubuntu1804_install_python.sh
+
+COPY python/build/pyproject.toml /install/python/pyproject.toml
+COPY python/build/poetry.lock /install/python/poetry.lock
 COPY install/ubuntu_install_python_package.sh /install/ubuntu_install_python_package.sh
-RUN bash /install/ubuntu_install_python_package.sh
+RUN bash /install/ubuntu_install_python_package.sh \
+    -E ethosu \
+    -E importer-caffe \
+    -E importer-caffe2 \
+    -E importer-coreml \
+    -E importer-darknet \
+    -E importer-keras \
+    -E importer-oneflow \
+    -E importer-onnx \
+    -E importer-paddle \
+    -E importer-pytorch \
+    -E importer-tensorflow \
+    -E importer-tflite \
+    -E tvmc \
+    -E xgboost \
+    ;
 
 COPY install/ubuntu1804_install_llvm.sh /install/ubuntu1804_install_llvm.sh
 RUN bash /install/ubuntu1804_install_llvm.sh
@@ -36,6 +63,13 @@ RUN bash /install/ubuntu_install_papi.sh ""
 # COPY install/ubuntu_install_mxnet.sh /install/ubuntu_install_mxnet.sh
 # RUN bash /install/ubuntu_install_mxnet.sh
 
+# Rust env (build early; takes a while)
+COPY install/ubuntu_install_rust.sh /install/ubuntu_install_rust.sh
+RUN bash /install/ubuntu_install_rust.sh
+ENV RUSTUP_HOME /opt/rust
+ENV CARGO_HOME /opt/rust
+ENV PATH $PATH:$CARGO_HOME/bin
+
 # wasmtime
 COPY install/ubuntu_install_wasmtime.sh /install/ubuntu_install_wasmtime.sh
 RUN bash /install/ubuntu_install_wasmtime.sh
diff --git a/docker/Dockerfile.base_x86_64 b/docker/Dockerfile.ci_py_deps
similarity index 67%
rename from docker/Dockerfile.base_x86_64
rename to docker/Dockerfile.ci_py_deps
index 3bed3676a5..998d09b1eb 100644
--- a/docker/Dockerfile.base_x86_64
+++ b/docker/Dockerfile.ci_py_deps
@@ -18,17 +18,9 @@
 # CI docker CPU env
 FROM ubuntu:18.04
 
-COPY install/ubuntu_install_core.sh /install/ubuntu_install_core.sh
-RUN bash /install/ubuntu_install_core.sh
+RUN apt update --fix-missing && apt install sudo
 
-# Rust env (build early; takes a while). Needed for some python packages (e.g. cryptography).
-COPY install/ubuntu_install_rust.sh /install/ubuntu_install_rust.sh
-RUN bash /install/ubuntu_install_rust.sh
-ENV RUSTUP_HOME /opt/rust
-ENV CARGO_HOME /opt/rust
-ENV PATH $PATH:$CARGO_HOME/bin
-
-COPY python/bootstrap-requirements-x86_64.txt /install/python/bootstrap-requirements.txt
+COPY python/bootstrap-requirements.txt /install/python/bootstrap-requirements.txt
 COPY install/ubuntu1804_install_python.sh /install/ubuntu1804_install_python.sh
 RUN bash /install/ubuntu1804_install_python.sh
 
diff --git a/docker/build-base-images.sh b/docker/build-base-images.sh
deleted file mode 100755
index 0ea35cd451..0000000000
--- a/docker/build-base-images.sh
+++ /dev/null
@@ -1,30 +0,0 @@
-#!/bin/bash -eux
-
-# Build base images (one per Python architecture) used in building the remaining TVM docker images.
-set -eux
-
-declare -a IMAGES
-while [ "${1+x}" == "x" ]; do
-    IMAGES=( "${IMAGES[@]}" "$(dirname $0)/Dockerfile.base_$1" )
-    shift
-done
-
-if [ "${#IMAGES}" -eq 0 ]; then
-    IMAGES=$(ls -1 $(dirname $0)/Dockerfile.base_*)
-fi
-
-for docker_file in "${IMAGES[@]}"; do
-    git check-ignore "${docker_file}" && continue || /bin/true
-    arch=${docker_file#"$(dirname $0)/Dockerfile.base_"}
-    echo "Building base image for architecture ${arch}"
-    $(dirname $0)/build.sh "base_${arch}"  # --platform "${arch}"
-
-    # NOTE: working dir inside docker is repo root.
-    BUILD_TAG=$(echo "${BUILD_TAG:-tvm}" | sed 's/-/--/g' | sed 's/%/-/g' | tr 'A-Z' 'a-z')
-    $(dirname $0)/bash.sh -i "${BUILD_TAG}.base_${arch}:latest" python3 docker/freeze_deps.py \
-                 --ci-constraints=docker/ci-constraints.txt \
-                 --gen-requirements-py=python/gen_requirements.py \
-                 --template-pyproject-toml=pyproject.toml \
-                 --output-base=docker/build/base_${arch}
-
-done
diff --git a/docker/build/base_i386/poetry.lock b/docker/build/base_i386/poetry.lock
deleted file mode 100644
index 8def58592f..0000000000
--- a/docker/build/base_i386/poetry.lock
+++ /dev/null
@@ -1,2883 +0,0 @@
-[[package]]
-name = "absl-py"
-version = "1.0.0"
-description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
-category = "main"
-optional = true
-python-versions = ">=3.6"
-
-[package.dependencies]
-six = "*"
-
-[[package]]
-name = "alabaster"
-version = "0.7.12"
-description = "A configurable sidebar-enabled Sphinx theme"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "appdirs"
-version = "1.4.4"
-description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "dev"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "asgiref"
-version = "3.5.0"
-description = "ASGI specs, helper code, and adapters"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
-
-[package.extras]
-tests = ["pytest", "pytest-asyncio", "mypy (>=0.800)"]
-
-[[package]]
-name = "astor"
-version = "0.8.1"
-description = "Read/rewrite/write Python ASTs"
-category = "main"
-optional = true
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-
-[[package]]
-name = "astroid"
-version = "2.11.3"
-description = "An abstract syntax tree for Python with inference support."
-category = "dev"
-optional = false
-python-versions = ">=3.6.2"
-
-[package.dependencies]
-lazy-object-proxy = ">=1.4.0"
-typed-ast = {version = ">=1.4.0,<2.0", markers = "implementation_name == \"cpython\" and python_version < \"3.8\""}
-typing-extensions = {version = ">=3.10", markers = "python_version < \"3.10\""}
-wrapt = ">=1.11,<2"
-
-[[package]]
-name = "astunparse"
-version = "1.6.3"
-description = "An AST unparser for Python"
-category = "main"
-optional = true
-python-versions = "*"
-
-[package.dependencies]
-six = ">=1.6.1,<2.0"
-
-[[package]]
-name = "attrs"
-version = "21.4.0"
-description = "Classes Without Boilerplate"
-category = "main"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-
-[package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
-docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
-tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"]
-
-[[package]]
-name = "autodocsumm"
-version = "0.2.8"
-description = "Extended sphinx autodoc including automatic autosummaries"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-Sphinx = ">=2.2,<5.0"
-
-[[package]]
-name = "babel"
-version = "2.10.1"
-description = "Internationalization utilities"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-pytz = ">=2015.7"
-
-[[package]]
-name = "black"
-version = "20.8b1"
-description = "The uncompromising code formatter."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-appdirs = "*"
-click = ">=7.1.2"
-mypy-extensions = ">=0.4.3"
-pathspec = ">=0.6,<1"
-regex = ">=2020.1.8"
-toml = ">=0.10.1"
-typed-ast = ">=1.4.0"
-typing-extensions = ">=3.7.4"
-
-[package.extras]
-colorama = ["colorama (>=0.4.3)"]
-d = ["aiohttp (>=3.3.2)", "aiohttp-cors"]
-
-[[package]]
-name = "cachetools"
-version = "5.0.0"
-description = "Extensible memoizing collections and decorators"
-category = "main"
-optional = true
-python-versions = "~=3.7"
-
-[[package]]
-name = "certifi"
-version = "2021.10.8"
-description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "charset-normalizer"
-version = "2.0.12"
-description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
-optional = false
-python-versions = ">=3.5.0"
-
-[package.extras]
-unicode_backport = ["unicodedata2"]
-
-[[package]]
-name = "click"
-version = "8.1.2"
-description = "Composable command line interface toolkit"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-colorama = {version = "*", markers = "platform_system == \"Windows\""}
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
-
-[[package]]
-name = "cloudpickle"
-version = "2.0.0"
-description = "Extended pickling support for Python objects"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[[package]]
-name = "colorama"
-version = "0.4.4"
-description = "Cross-platform colored terminal text."
-category = "main"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-
-[[package]]
-name = "commonmark"
-version = "0.9.1"
-description = "Python parser for the CommonMark Markdown spec"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.extras]
-test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
-
-[[package]]
-name = "coremltools"
-version = "5.2.0"
-description = "Community Tools for Core ML"
-category = "main"
-optional = true
-python-versions = "*"
-
-[package.dependencies]
-numpy = ">=1.14.5"
-packaging = "*"
-protobuf = ">=3.1.0"
-sympy = "*"
-tqdm = "*"
-
-[[package]]
-name = "cpplint"
-version = "1.6.0"
-description = "Automated checker to ensure C++ files follow Google's style guide"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.extras]
-dev = ["flake8 (>=4.0.1)", "flake8-polyfill", "pylint (>=2.11.0)", "tox (>=3.0.0)", "tox-pyenv", "importlib-metadata (>=0.12)", "pytest (>=4.6,<5.0)", "pytest-cov", "pyparsing (<3)", "zipp (<=0.5.1)", "configparser (<=3.7.4)", "testfixtures"]
-test = ["pytest (>=4.6,<5.0)", "pytest-cov", "pyparsing (<3)", "zipp (<=0.5.1)", "configparser (<=3.7.4)", "testfixtures"]
-
-[[package]]
-name = "cycler"
-version = "0.11.0"
-description = "Composable style cycles"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[[package]]
-name = "decorator"
-version = "5.1.1"
-description = "Decorators for Humans"
-category = "main"
-optional = false
-python-versions = ">=3.5"
-
-[[package]]
-name = "dill"
-version = "0.3.4"
-description = "serialize all of python"
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*"
-
-[package.extras]
-graph = ["objgraph (>=1.7.2)"]
-
-[[package]]
-name = "django"
-version = "3.2.13"
-description = "A high-level Python Web framework that encourages rapid development and clean, pragmatic design."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-asgiref = ">=3.3.2,<4"
-pytz = "*"
-sqlparse = ">=0.2.2"
-
-[package.extras]
-argon2 = ["argon2-cffi (>=19.1.0)"]
-bcrypt = ["bcrypt"]
-
-[[package]]
-name = "docutils"
-version = "0.16"
-description = "Docutils -- Python Documentation Utilities"
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-
-[[package]]
-name = "ethos-u-vela"
-version = "3.2.0"
-description = "Neural network model compiler for Arm Ethos-U NPUs"
-category = "main"
-optional = true
-python-versions = "~=3.6"
-
-[package.dependencies]
-flatbuffers = "1.12.0"
-lxml = ">=4.5.1"
-numpy = [
-    {version = ">=1.16.6,<=1.19.5", markers = "platform_system != \"Windows\""},
-    {version = ">=1.16.6,<1.19.4", markers = "platform_system == \"Windows\""},
-]
-
-[[package]]
-name = "flatbuffers"
-version = "1.12"
-description = "The FlatBuffers serialization format for Python"
-category = "main"
-optional = true
-python-versions = "*"
-
-[[package]]
-name = "fonttools"
-version = "4.33.2"
-description = "Tools to manipulate font files"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.extras]
-all = ["fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "zopfli (>=0.1.4)", "lz4 (>=1.7.4.2)", "matplotlib", "sympy", "skia-pathops (>=0.5.0)", "uharfbuzz (>=0.23.0)", "brotlicffi (>=0.8.0)", "scipy", "brotli (>=1.0.1)", "munkres", "unicodedata2 (>=14.0.0)", "xattr"]
-graphite = ["lz4 (>=1.7.4.2)"]
-interpolatable = ["scipy", "munkres"]
-lxml = ["lxml (>=4.0,<5)"]
-pathops = ["skia-pathops (>=0.5.0)"]
-plot = ["matplotlib"]
-repacker = ["uharfbuzz (>=0.23.0)"]
-symfont = ["sympy"]
-type1 = ["xattr"]
-ufo = ["fs (>=2.2.0,<3)"]
-unicode = ["unicodedata2 (>=14.0.0)"]
-woff = ["zopfli (>=0.1.4)", "brotlicffi (>=0.8.0)", "brotli (>=1.0.1)"]
-
-[[package]]
-name = "future"
-version = "0.18.2"
-description = "Clean single-source support for Python 3 and 2"
-category = "main"
-optional = true
-python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
-
-[[package]]
-name = "gast"
-version = "0.3.3"
-description = "Python AST that abstracts the underlying Python version"
-category = "main"
-optional = true
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-
-[[package]]
-name = "gast"
-version = "0.4.0"
-description = "Python AST that abstracts the underlying Python version"
-category = "main"
-optional = true
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-
-[[package]]
-name = "google-auth"
-version = "2.6.6"
-description = "Google Authentication Library"
-category = "main"
-optional = true
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
-
-[package.dependencies]
-cachetools = ">=2.0.0,<6.0"
-pyasn1-modules = ">=0.2.1"
-rsa = {version = ">=3.1.4,<5", markers = "python_version >= \"3.6\""}
-six = ">=1.9.0"
-
-[package.extras]
-aiohttp = ["requests (>=2.20.0,<3.0.0dev)", "aiohttp (>=3.6.2,<4.0.0dev)"]
-pyopenssl = ["pyopenssl (>=20.0.0)"]
-reauth = ["pyu2f (>=0.1.5)"]
-
-[[package]]
-name = "google-auth-oauthlib"
-version = "0.4.6"
-description = "Google Authentication Library"
-category = "main"
-optional = true
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-    {file = "xgboost-1.6.0.tar.gz", hash = "sha256:9c944c2495cb426b8a365021565755c39ee0b53156cf5e53a4346bdad2e3b734"},
-]
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-    {file = "zipp-3.8.0.tar.gz", hash = "sha256:56bf8aadb83c24db6c4b577e13de374ccfb67da2078beba1d037c17980bf43ad"},
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diff --git a/docker/build/base_i386/pyproject.toml b/docker/build/base_i386/pyproject.toml
deleted file mode 100644
index 727303291c..0000000000
--- a/docker/build/base_i386/pyproject.toml
+++ /dev/null
@@ -1,144 +0,0 @@
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-
-[tool.black]
-line-length = 100
-target-version = ['py36']
-include = '(\.pyi?$)'
-exclude = '''
-
-(
-  /(
-      \.github
-    | \.tvm
-    | \.tvm_test_data
-    | \.vscode
-    | \.venv
-    | 3rdparty
-    | build\/
-    | cmake\/
-    | conda\/
-    | docker\/
-    | docs\/
-    | golang\/
-    | include\/
-    | jvm\/
-    | licenses\/
-    | nnvm\/
-    | rust\/
-    | src\/
-    | vta\/
-    | web\/
-  )/
-)
-'''
-
-[tool.poetry]
-name = "apache-tvm"
-authors = []
-version = "0.8.0"
-description = "Open source Deep Learning compliation toolkit"
-[tool.poetry.dependencies]
-python = ">=3.7, <3.9"
-attrs = { version = "*", optional = false }
-cloudpickle = { version = "*", optional = false }
-coremltools = { version = "*", optional = true }
-decorator = { version = "*", optional = false }
-ethos-u-vela = { version = "==3.2.0", optional = true }
-future = { version = "*", optional = true }
-h5py = { version = "==2.10.0", optional = true }
-numpy = { version = "==1.19.3", optional = false }
-onnx = { version = "^1.10.0", optional = true }
-onnxoptimizer = { version = "*", optional = true }
-onnxruntime = { version = "*", optional = true }
-opencv-python = { version = "*", optional = true }
-paddlepaddle = { version = "==2.1.3", optional = true }
-progressbar = { version = "*", optional = true }
-protobuf = { version = "*", optional = true }
-psutil = { version = "*", optional = false }
-scikit-image = { version = "*", optional = true }
-scipy = { version = "*", optional = false }
-six = { version = "*", optional = true }
-synr = { version = "==0.6.0", optional = false }
-tensorflow = { version = "^2.6", optional = true }
-tensorflow-estimator = { version = "*", optional = true }
-tflite = { version = "*", optional = true }
-torch = { version = "*", optional = true }
-torchvision = { version = "*", optional = true }
-tornado = { version = "*", optional = false }
-xgboost = { version = ">=1.1.0", optional = true }
-
-[tool.poetry.dev-dependencies]
-astroid = "*"
-autodocsumm = "*"
-black = "==20.8b1"
-commonmark = ">=0.7.3"
-cpplint = "*"
-docutils = "<0.17"
-image = "*"
-matplotlib = "*"
-pillow = "*"
-pylint = "*"
-sphinx = "==4.2.0"
-sphinx_autodoc_annotation = "*"
-sphinx_gallery = "*"
-sphinx_rtd_theme = "*"
-
-[tool.poetry.extras]
-# Requirements for using Arm(R) Ethos(TM)-U NPU
-ethosu = ["ethos-u-vela"]
-
-# Requirements for the Caffe importer
-importer-caffe = ["numpy", "protobuf", "scikit-image", "six"]
-
-# Requirements for the Caffe2 importer
-importer-caffe2 = ["future", "torch"]
-
-# Requirements for the CoreML importer
-importer-coreml = ["coremltools"]
-
-# Requirements for the DarkNet importer
-importer-darknet = ["opencv-python"]
-
-# Requirements for the Keras importer
-importer-keras = ["tensorflow", "tensorflow-estimator"]
-
-# Requirements for the ONNX importer
-importer-onnx = ["future", "onnx", "onnxoptimizer", "onnxruntime", "torch", "torchvision"]
-
-# Requirements for the PaddlePaddle importer
-importer-paddle = ["paddlepaddle"]
-
-# Requirements for the PyTorch importer
-importer-pytorch = ["future", "torch", "torchvision"]
-
-# Requirements for the TensorFlow importer
-importer-tensorflow = ["tensorflow", "tensorflow-estimator"]
-
-# Requirements for the TFLite importer
-importer-tflite = ["tensorflow", "tensorflow-estimator", "tflite"]
-
-# Requirements for the tvmc command-line tool
-tvmc = ["ethos-u-vela", "future", "onnx", "onnxoptimizer", "onnxruntime", "paddlepaddle", "tensorflow", "tflite", "torch", "torchvision", "xgboost"]
-
-# Requirements for the Vitis AI codegen
-vitis-ai = ["h5py", "progressbar"]
-
-# Requirements for XGBoost autotuning
-xgboost = ["future", "torch", "xgboost"]
-
-
diff --git a/docker/build/base_x86_64/poetry.lock b/docker/build/base_x86_64/poetry.lock
deleted file mode 100644
index cd7aa0e9f8..0000000000
--- a/docker/build/base_x86_64/poetry.lock
+++ /dev/null
@@ -1,2840 +0,0 @@
-[[package]]
-name = "absl-py"
-version = "0.15.0"
-description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
-category = "main"
-optional = true
-python-versions = "*"
-
-[package.dependencies]
-six = "*"
-
-[[package]]
-name = "alabaster"
-version = "0.7.12"
-description = "A configurable sidebar-enabled Sphinx theme"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "appdirs"
-version = "1.4.4"
-description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "dev"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "asgiref"
-version = "3.5.1"
-description = "ASGI specs, helper code, and adapters"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
-
-[package.extras]
-tests = ["pytest", "pytest-asyncio", "mypy (>=0.800)"]
-
-[[package]]
-name = "astroid"
-version = "2.3.0"
-description = "An abstract syntax tree for Python with inference support."
-category = "dev"
-optional = false
-python-versions = ">=3.5.*"
-
-[package.dependencies]
-lazy-object-proxy = "*"
-six = "*"
-typed-ast = {version = ">=1.3.0", markers = "implementation_name == \"cpython\" and python_version >= \"3.7\" and python_version < \"3.8\""}
-wrapt = "*"
-
-[[package]]
-name = "astunparse"
-version = "1.6.3"
-description = "An AST unparser for Python"
-category = "main"
-optional = true
-python-versions = "*"
-
-[package.dependencies]
-six = ">=1.6.1,<2.0"
-
-[[package]]
-name = "attrs"
-version = "21.4.0"
-description = "Classes Without Boilerplate"
-category = "main"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-
-[package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
-docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
-tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"]
-
-[[package]]
-name = "autodocsumm"
-version = "0.2.8"
-description = "Extended sphinx autodoc including automatic autosummaries"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-Sphinx = ">=2.2,<5.0"
-
-[[package]]
-name = "babel"
-version = "2.10.1"
-description = "Internationalization utilities"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-pytz = ">=2015.7"
-
-[[package]]
-name = "black"
-version = "20.8b1"
-description = "The uncompromising code formatter."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-appdirs = "*"
-click = ">=7.1.2"
-mypy-extensions = ">=0.4.3"
-pathspec = ">=0.6,<1"
-regex = ">=2020.1.8"
-toml = ">=0.10.1"
-typed-ast = ">=1.4.0"
-typing-extensions = ">=3.7.4"
-
-[package.extras]
-colorama = ["colorama (>=0.4.3)"]
-d = ["aiohttp (>=3.3.2)", "aiohttp-cors"]
-
-[[package]]
-name = "cached-property"
-version = "1.5.2"
-description = "A decorator for caching properties in classes."
-category = "main"
-optional = true
-python-versions = "*"
-
-[[package]]
-name = "cachetools"
-version = "4.2.4"
-description = "Extensible memoizing collections and decorators"
-category = "main"
-optional = true
-python-versions = "~=3.5"
-
-[[package]]
-name = "certifi"
-version = "2021.10.8"
-description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "charset-normalizer"
-version = "2.0.12"
-description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
-optional = false
-python-versions = ">=3.5.0"
-
-[package.extras]
-unicode_backport = ["unicodedata2"]
-
-[[package]]
-name = "clang"
-version = "5.0"
-description = "libclang python bindings"
-category = "main"
-optional = true
-python-versions = "*"
-
-[[package]]
-name = "click"
-version = "8.1.3"
-description = "Composable command line interface toolkit"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-colorama = {version = "*", markers = "platform_system == \"Windows\""}
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
-
-[[package]]
-name = "cloudpickle"
-version = "2.0.0"
-description = "Extended pickling support for Python objects"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[[package]]
-name = "colorama"
-version = "0.4.4"
-description = "Cross-platform colored terminal text."
-category = "main"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-
-[[package]]
-name = "commonmark"
-version = "0.9.1"
-description = "Python parser for the CommonMark Markdown spec"
-category = "main"
-optional = false
-python-versions = "*"
-
-[package.extras]
-test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
-
-[[package]]
-name = "coremltools"
-version = "5.2.0"
-description = "Community Tools for Core ML"
-category = "main"
-optional = true
-python-versions = "*"
-
-[package.dependencies]
-numpy = ">=1.14.5"
-packaging = "*"
-protobuf = ">=3.1.0"
-sympy = "*"
-tqdm = "*"
-
-[[package]]
-name = "cpplint"
-version = "1.6.0"
-description = "Automated checker to ensure C++ files follow Google's style guide"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.extras]
-dev = ["flake8 (>=4.0.1)", "flake8-polyfill", "pylint (>=2.11.0)", "tox (>=3.0.0)", "tox-pyenv", "importlib-metadata (>=0.12)", "pytest (>=4.6,<5.0)", "pytest-cov", "pyparsing (<3)", "zipp (<=0.5.1)", "configparser (<=3.7.4)", "testfixtures"]
-test = ["pytest (>=4.6,<5.0)", "pytest-cov", "pyparsing (<3)", "zipp (<=0.5.1)", "configparser (<=3.7.4)", "testfixtures"]
-
-[[package]]
-name = "cycler"
-version = "0.11.0"
-description = "Composable style cycles"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[[package]]
-name = "decorator"
-version = "5.1.1"
-description = "Decorators for Humans"
-category = "main"
-optional = false
-python-versions = ">=3.5"
-
-[[package]]
-name = "django"
-version = "3.2.13"
-description = "A high-level Python Web framework that encourages rapid development and clean, pragmatic design."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-asgiref = ">=3.3.2,<4"
-pytz = "*"
-sqlparse = ">=0.2.2"
-
-[package.extras]
-argon2 = ["argon2-cffi (>=19.1.0)"]
-bcrypt = ["bcrypt"]
-
-[[package]]
-name = "docutils"
-version = "0.17.1"
-description = "Docutils -- Python Documentation Utilities"
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-
-[[package]]
-name = "ethos-u-vela"
-version = "3.2.0"
-description = "Neural network model compiler for Arm Ethos-U NPUs"
-category = "main"
-optional = true
-python-versions = "~=3.6"
-
-[package.dependencies]
-flatbuffers = "1.12.0"
-lxml = ">=4.5.1"
-numpy = [
-    {version = ">=1.16.6,<=1.19.5", markers = "platform_system != \"Windows\""},
-    {version = ">=1.16.6,<1.19.4", markers = "platform_system == \"Windows\""},
-]
-
-[[package]]
-name = "flatbuffers"
-version = "1.12"
-description = "The FlatBuffers serialization format for Python"
-category = "main"
-optional = true
-python-versions = "*"
-
-[[package]]
-name = "flowvision"
-version = "0.1.0"
-description = "oneflow vision codebase"
-category = "main"
-optional = true
-python-versions = "*"
-
-[package.dependencies]
-numpy = "*"
-pillow = ">=5.3.0,<8.3.0 || >=8.4.0"
-rich = "*"
-six = "*"
-tabulate = "*"
-
-[[package]]
-name = "fonttools"
-version = "4.33.3"
-description = "Tools to manipulate font files"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
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-    {file = "tornado-6.1.tar.gz", hash = "sha256:33c6e81d7bd55b468d2e793517c909b139960b6c790a60b7991b9b6b76fb9791"},
-]
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-    {file = "tqdm-4.64.0-py2.py3-none-any.whl", hash = "sha256:74a2cdefe14d11442cedf3ba4e21a3b84ff9a2dbdc6cfae2c34addb2a14a5ea6"},
-    {file = "tqdm-4.64.0.tar.gz", hash = "sha256:40be55d30e200777a307a7585aee69e4eabb46b4ec6a4b4a5f2d9f11e7d5408d"},
-]
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-    {file = "typed_ast-1.5.3.tar.gz", hash = "sha256:27f25232e2dd0edfe1f019d6bfaaf11e86e657d9bdb7b0956db95f560cceb2b3"},
-]
-typing-extensions = [
-    {file = "typing_extensions-3.7.4.3-py2-none-any.whl", hash = "sha256:dafc7639cde7f1b6e1acc0f457842a83e722ccca8eef5270af2d74792619a89f"},
-    {file = "typing_extensions-3.7.4.3-py3-none-any.whl", hash = "sha256:7cb407020f00f7bfc3cb3e7881628838e69d8f3fcab2f64742a5e76b2f841918"},
-    {file = "typing_extensions-3.7.4.3.tar.gz", hash = "sha256:99d4073b617d30288f569d3f13d2bd7548c3a7e4c8de87db09a9d29bb3a4a60c"},
-]
-urllib3 = [
-    {file = "urllib3-1.26.9-py2.py3-none-any.whl", hash = "sha256:44ece4d53fb1706f667c9bd1c648f5469a2ec925fcf3a776667042d645472c14"},
-    {file = "urllib3-1.26.9.tar.gz", hash = "sha256:aabaf16477806a5e1dd19aa41f8c2b7950dd3c746362d7e3223dbe6de6ac448e"},
-]
-werkzeug = [
-    {file = "Werkzeug-2.1.2-py3-none-any.whl", hash = "sha256:72a4b735692dd3135217911cbeaa1be5fa3f62bffb8745c5215420a03dc55255"},
-    {file = "Werkzeug-2.1.2.tar.gz", hash = "sha256:1ce08e8093ed67d638d63879fd1ba3735817f7a80de3674d293f5984f25fb6e6"},
-]
-wrapt = [
-    {file = "wrapt-1.12.1.tar.gz", hash = "sha256:b62ffa81fb85f4332a4f609cab4ac40709470da05643a082ec1eb88e6d9b97d7"},
-]
-xgboost = [
-    {file = "xgboost-1.6.1-py3-none-macosx_10_15_x86_64.macosx_11_0_x86_64.macosx_12_0_x86_64.whl", hash = "sha256:2b3d4ee105f8434873b40edc511330b8276bf3a8d9d42fb0319973079df30b07"},
-    {file = "xgboost-1.6.1-py3-none-macosx_12_0_arm64.whl", hash = "sha256:bd3e59a5490e010004106d8ea1d07aa8e048be51a0974fca6b4f00988f087ab8"},
-    {file = "xgboost-1.6.1-py3-none-manylinux2014_aarch64.whl", hash = "sha256:bbf16af8bf72e8761fcf69fdb5798bd5add6ecb48049198551b13c1d7abeabb5"},
-    {file = "xgboost-1.6.1-py3-none-manylinux2014_x86_64.whl", hash = "sha256:6207c77f611b54d9f056edede819ead03f0235615675f88030ff9fe10d359551"},
-    {file = "xgboost-1.6.1-py3-none-win_amd64.whl", hash = "sha256:3adcb7e4ccf774d5e0128c01e5c381303c3799910ab0f2e996160fe3cd23b7fc"},
-    {file = "xgboost-1.6.1.tar.gz", hash = "sha256:24072028656f3428e7b8aabf77340ece057f273e41f7f85d67ccaefb7454bb18"},
-]
-zipp = [
-    {file = "zipp-3.8.0-py3-none-any.whl", hash = "sha256:c4f6e5bbf48e74f7a38e7cc5b0480ff42b0ae5178957d564d18932525d5cf099"},
-    {file = "zipp-3.8.0.tar.gz", hash = "sha256:56bf8aadb83c24db6c4b577e13de374ccfb67da2078beba1d037c17980bf43ad"},
-]
diff --git a/docker/build/base_x86_64/pyproject.toml b/docker/build/base_x86_64/pyproject.toml
deleted file mode 100644
index d4c763b81f..0000000000
--- a/docker/build/base_x86_64/pyproject.toml
+++ /dev/null
@@ -1,165 +0,0 @@
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-
-[tool.black]
-line-length = 100
-target-version = ['py36']
-include = '(\.pyi?$)'
-exclude = '''
-
-(
-  /(
-      \.github
-    | \.tvm
-    | \.tvm_test_data
-    | \.vscode
-    | \.venv
-    | 3rdparty
-    | build\/
-    | cmake\/
-    | conda\/
-    | docker\/
-    | docs\/
-    | golang\/
-    | include\/
-    | jvm\/
-    | licenses\/
-    | nnvm\/
-    | rust\/
-    | src\/
-    | vta\/
-    | web\/
-  )/
-)
-'''
-
-[tool.poetry]
-name = "apache-tvm"
-authors = []
-version = "0.8.0"
-description = "Open source Deep Learning compliation toolkit"
-
-[[tool.poetry.source]]
-name = "oneflow"
-url = "https://release.oneflow.info"
-secondary = true
-
-#[[tool.poetry.source]]
-#name = "onnx"
-#url = "https://download.pytorch.org/whl/cpu"
-#secondary = true
-
-[[tool.poetry.source]]
-name = "tensorflow-aarch64"
-url = "https://snapshots.linaro.org/ldcg/python-cache"
-secondary = true
-[tool.poetry.dependencies]
-python = ">=3.7, <3.9"
-attrs = { version = "==*", optional = false }
-cloudpickle = { version = "==*", optional = false }
-coremltools = { version = "==*", optional = true }
-decorator = { version = "==*", optional = false }
-ethos-u-vela = { version = "==3.2.0", optional = true }
-flowvision = { version = "==0.1.0", optional = true }
-future = { version = "==*", optional = true }
-keras = { version = "==2.6", optional = true }
-numpy = { version = "==1.19.3", optional = false }
-oneflow = { version = "==0.7.0", optional = true }
-onnx = { version = "==1.10.2", optional = true }
-onnxoptimizer = { version = "==0.2.6", optional = true }
-onnxruntime = { version = "==1.9.0", optional = true }
-opencv-python = { version = "==*", optional = true }
-paddlepaddle = { version = "==2.1.3", optional = true, markers = "'importer-tensorflow' not in extra and 'importer-tflite' not in extra" }
-protobuf = { version = "==*", optional = true }
-psutil = { version = "==*", optional = false }
-scikit-image = { version = "==*", optional = true }
-scipy = { version = "==1.7.3", optional = false }
-six = { version = "==*", optional = true }
-synr = { version = "==0.6.0", optional = false }
-tensorflow = { version = "==2.6.2", optional = true, markers = "platform_machine not in 'aarch64' and 'gpu' not in extra and 'importer-paddle' not in extra" }
-tensorflow-aarch64 = { version = "==2.6.2", optional = true, markers = "platform_machine in 'aarch64' and 'importer-paddle' not in extra" }
-tensorflow-gpu = { version = "==2.6.2", optional = true, markers = "platform_machine not in 'aarch64' and 'gpu' in extra and 'importer-paddle' not in extra" }
-tensorflow-estimator = { version = "==2.6.0", optional = true }
-tflite = { version = "==2.4.0", optional = true }
-torch = { version = "==1.11.0", optional = true }
-torchvision = { version = "==0.12.0", optional = true }
-tornado = { version = "==*", optional = false }
-xgboost = { version = ">=1.1.0", optional = true }
-
-[tool.poetry.dev-dependencies]
-astroid = "==*"
-autodocsumm = "==*"
-black = "==20.8b1"
-commonmark = ">=0.7.3"
-cpplint = "==1.6.0"
-docutils = ">=0.11"
-image = "==*"
-matplotlib = "==*"
-pillow = "==*"
-pylint = "==2.4.4"
-sphinx = "==4.2.0"
-sphinx-autodoc-annotation = "==*"
-sphinx-gallery = "==0.4.0"
-sphinx-rtd-theme = "==*"
-
-[tool.poetry.extras]
-# Requirements for using Arm(R) Ethos(TM)-U NPU
-ethosu = ["ethos-u-vela"]
-
-# Requirements for working with GPUs
-gpu = []
-
-# Requirements for the Caffe importer
-importer-caffe = ["numpy", "protobuf", "scikit-image", "six"]
-
-# Requirements for the Caffe2 importer
-importer-caffe2 = ["future", "torch"]
-
-# Requirements for the CoreML importer
-importer-coreml = ["coremltools"]
-
-# Requirements for the DarkNet importer
-importer-darknet = ["opencv-python"]
-
-# Requirements for the Keras importer
-importer-keras = ["keras", "tensorflow", "tensorflow-estimator"]
-
-# Requirements for the OneFlow importer
-importer-oneflow = ["flowvision", "oneflow"]
-
-# Requirements for the ONNX importer
-importer-onnx = ["future", "onnx", "onnxoptimizer", "onnxruntime", "torch", "torchvision"]
-
-# Requirements for the PaddlePaddle importer
-importer-paddle = ["paddlepaddle"]
-
-# Requirements for the PyTorch importer
-importer-pytorch = ["future", "torch", "torchvision"]
-
-# Requirements for the TensorFlow importer
-importer-tensorflow = ["tensorflow", "tensorflow-estimator"]
-
-# Requirements for the TFLite importer
-importer-tflite = ["tensorflow", "tensorflow-estimator", "tflite"]
-
-# Requirements for the tvmc command-line tool
-tvmc = ["ethos-u-vela", "future", "onnx", "onnxoptimizer", "onnxruntime", "paddlepaddle", "tensorflow", "tflite", "torch", "torchvision", "xgboost"]
-
-# Requirements for XGBoost autotuning
-xgboost = ["future", "torch", "xgboost"]
-
-
diff --git a/docker/install/ubuntu_install_caffe.sh b/docker/install/ubuntu_install_caffe.sh
index 6867993c58..f288040255 100755
--- a/docker/install/ubuntu_install_caffe.sh
+++ b/docker/install/ubuntu_install_caffe.sh
@@ -34,6 +34,7 @@ cd /caffe_src
 
 echo "Building Caffe"
 mkdir /caffe_src/build && cd /caffe_src/build
+. /virtualenv/tvm/apache-tvm-py3.7/bin/activate
 cmake -DCMAKE_INSTALL_PREFIX=${CAFFE_HOME}\
     -DCMAKE_BUILD_TYPE=Release \
     -DCPU_ONLY=1 \
diff --git a/docker/install/ubuntu_install_python_package.sh b/docker/install/ubuntu_install_python_package.sh
index f4ba7596ae..68ed8ea661 100755
--- a/docker/install/ubuntu_install_python_package.sh
+++ b/docker/install/ubuntu_install_python_package.sh
@@ -16,12 +16,13 @@
 # specific language governing permissions and limitations
 # under the License.
 
-set -e
-set -u
-set -o pipefail
+set -euo pipefail
+set -x
 
 cd $(dirname $0)/python
 poetry config cache-dir /tmp/poetry-cache
-poetry config virtualenvs.create false
-poetry config virtualenvs.path /virtualenv/tvm
-poetry install --no-root
+poetry config virtualenvs.path /virtualenv
+
+poetry install --no-root "$@"
+VENV_ROOT=$(ls -d1 /virtualenv/apache-tvm-*-py3.7)
+ln -s "${VENV_ROOT}" /virtualenv/apache-tvm-py3.7
diff --git a/docker/install/ubuntu_install_vitis_ai_packages_ci.sh b/docker/install/ubuntu_install_vitis_ai_packages_ci.sh
index ccaf113cec..469de75a63 100755
--- a/docker/install/ubuntu_install_vitis_ai_packages_ci.sh
+++ b/docker/install/ubuntu_install_vitis_ai_packages_ci.sh
@@ -6,9 +6,9 @@
 # to you under the Apache License, Version 2.0 (the
 # "License"); you may not use this file except in compliance
 # with the License.  You may obtain a copy of the License at
-# 
+#
 #   http://www.apache.org/licenses/LICENSE-2.0
-# 
+#
 # Unless required by applicable law or agreed to in writing,
 # software distributed under the License is distributed on an
 # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
@@ -26,4 +26,4 @@ mkdir "$PYXIR_HOME"
 pip3 install progressbar
 
 git clone --recursive --branch v0.3.5 --depth 1 https://github.com/Xilinx/pyxir.git "${PYXIR_HOME}"
-cd "${PYXIR_HOME}" && python3 setup.py install
+cd "${PYXIR_HOME}" && /virtualenv/apache-tvm-py3.7/bin/python3 setup.py install
diff --git a/docker/python/bootstrap-requirements-x86_64.txt b/docker/python/bootstrap-requirements.txt
similarity index 100%
rename from docker/python/bootstrap-requirements-x86_64.txt
rename to docker/python/bootstrap-requirements.txt
diff --git a/docker/ci-constraints.txt b/docker/python/ci-constraints.txt
similarity index 98%
rename from docker/ci-constraints.txt
rename to docker/python/ci-constraints.txt
index 03e25e2f6e..3c8eb40ab1 100644
--- a/docker/ci-constraints.txt
+++ b/docker/python/ci-constraints.txt
@@ -13,6 +13,7 @@ cpplint = "==1.6.0"
 flowvision = "==0.1.0"
 #h5py = "==3.1.0"
 keras = "==2.6"
+mxnet = "==1.6.0"
 oneflow = "==0.7.0"
 onnx = "==1.10.2"
 onnxruntime = "==1.9.0"
diff --git a/docker/python/freeze-dependencies.sh b/docker/python/freeze-dependencies.sh
new file mode 100755
index 0000000000..91974c3c7c
--- /dev/null
+++ b/docker/python/freeze-dependencies.sh
@@ -0,0 +1,14 @@
+#!/bin/bash -eux
+
+# Build base images (one per Python architecture) used in building the remaining TVM docker images.
+set -eux
+
+cd "$(dirname "$0")/../.."
+
+# NOTE: working dir inside docker is repo root.
+BUILD_TAG=$(echo "${BUILD_TAG:-tvm}" | sed 's/-/--/g' | sed 's/%/-/g' | tr 'A-Z' 'a-z')
+docker/bash.sh -i "${BUILD_TAG}.ci_py_deps:latest" python3 docker/python/freeze_deps.py \
+               --ci-constraints=docker/python/ci-constraints.txt \
+               --gen-requirements-py=python/gen_requirements.py \
+               --template-pyproject-toml=pyproject.toml \
+               --output-base=docker/python/build
diff --git a/docker/freeze_deps.py b/docker/python/freeze_deps.py
similarity index 100%
rename from docker/freeze_deps.py
rename to docker/python/freeze_deps.py
diff --git a/jenkins/Jenkinsfile.j2 b/jenkins/Jenkinsfile.j2
index 3a08b775ce..1373b388a4 100644
--- a/jenkins/Jenkinsfile.j2
+++ b/jenkins/Jenkinsfile.j2
@@ -240,18 +240,21 @@ stage('Lint') {
 // a method (so the code can't all be inlined)
 lint()
 
-def build_base_image(arch_name) {
+def freeze_python_deps() {
   hash = sh(
     returnStdout: true,
     script: 'git log -1 --format=\'%h\''
   ).trim()
   sh(
-    script: "docker/build-base-images.sh ${arch_name}",
-    label: "Build base image for ${arch_name}"
+    script: "docker/build.sh ci_py_deps",
+    label: "Build image for ci_py_deps"
+  )
+  sh(
+    script: "docker/python/freeze-dependencies.sh",
+    label: "Build image for ci_py_deps"
   )
   archiveArtifacts artifacts: "docker/build/base_${arch_name}/**", fingerprint: true
-  def files = findFiles(glob: "docker/build/base_${arch_name}/**")
-  pack_lib("${arch_name}-lockfiles", files.join(', '))
+  pack_lib("${arch_name}-lockfiles", "docker/python/build/**")
 }
 
 def build_image(arch_name, image_name) {