diff --git a/test/Dockerfile b/test/Dockerfile
new file mode 100644
index 0000000..1a8d789
--- /dev/null
+++ b/test/Dockerfile
@@ -0,0 +1,34 @@
+########## Stage 1: Large image to build toolchains and emulator ##########
+FROM ubuntu:22.04 AS builder
+
+RUN DEBIAN_FRONTEND=noninteractive \
+	apt-get update && \
+	apt-get upgrade && \
+	apt-get install -y --no-install-recommends \
+		bzip2 \
+		ca-certificates \
+		cmake \
+		curl \
+		gcc \
+		git \
+		git-lfs \
+		g++ \
+		make \
+		python3 \
+		python3-pip \
+		python-is-python3 \
+		zlib1g-dev \
+	&& apt-get clean && \
+	rm -rf /var/lib/apt/lists/*
+
+COPY requirements-pip.txt requirements-pulp-sdk.txt ./
+RUN pip3 install --no-cache-dir -r requirements-pip.txt -r requirements-pulp-sdk.txt --extra-index-url https://download.pytorch.org/whl/cpu
+
+ENV PULP_SDK_HOME="/pulp-sdk"
+ENV PULP_RISCV_GCC_TOOLCHAIN="/toolchains/pulp-riscv-gnu-toolchain"
+
+COPY docker/get_pulp_riscv_gnu_toolchain.sh ./
+RUN ./get_pulp_riscv_gnu_toolchain.sh
+
+COPY docker/get_pulp_sdk.sh ./
+RUN ./get_pulp_sdk.sh
diff --git a/test/docker/get_pulp_riscv_gnu_toolchain.sh b/test/docker/get_pulp_riscv_gnu_toolchain.sh
new file mode 100755
index 0000000..ab6208a
--- /dev/null
+++ b/test/docker/get_pulp_riscv_gnu_toolchain.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+
+set -euo pipefail
+
+curl -L https://github.com/pulp-platform/pulp-riscv-gnu-toolchain/releases/download/v1.0.16/v1.0.16-pulp-riscv-gcc-ubuntu-18.tar.bz2 > pulp-riscv-gnu-toolchain.tar.bz2
+mkdir toolchains
+tar -xvjf ./pulp-riscv-gnu-toolchain.tar.bz2 -C ./toolchains
+mv ./toolchains/v1.0.16-pulp-riscv-gcc-ubuntu-18 ./toolchains/pulp-riscv-gnu-toolchain
+rm ./pulp-riscv-gnu-toolchain.tar.bz2
diff --git a/test/docker/get_pulp_sdk.sh b/test/docker/get_pulp_sdk.sh
new file mode 100755
index 0000000..665e184
--- /dev/null
+++ b/test/docker/get_pulp_sdk.sh
@@ -0,0 +1,10 @@
+#!/bin/bash
+
+set -eo pipefail
+
+git clone https://github.com/Scheremo/pulp-sdk.git --branch scheremo --depth=1 && rm -rf pulp-sdk/.git
+
+cd pulp-sdk
+
+source configs/siracusa.sh
+make all
diff --git a/test/requirements.txt b/test/requirements-conda.txt
similarity index 72%
rename from test/requirements.txt
rename to test/requirements-conda.txt
index eee0644..2770601 100644
--- a/test/requirements.txt
+++ b/test/requirements-conda.txt
@@ -1,4 +1,4 @@
-numpy
+numpy==1.26.4
 pydantic
 pytest
 pytorch==1.11.0
diff --git a/test/requirements-pip.txt b/test/requirements-pip.txt
new file mode 100644
index 0000000..76adfa4
--- /dev/null
+++ b/test/requirements-pip.txt
@@ -0,0 +1,6 @@
+numpy==1.26.4
+pydantic
+pytest
+torch==1.11.0
+toml
+ninja
diff --git a/test/requirements-pulp-sdk.txt b/test/requirements-pulp-sdk.txt
new file mode 100644
index 0000000..c7719e6
--- /dev/null
+++ b/test/requirements-pulp-sdk.txt
@@ -0,0 +1,4 @@
+argcomplete
+pyelftools
+scons
+six