diff --git a/bitnami/pytorch/1/debian-11/Dockerfile b/bitnami/pytorch/1/debian-11/Dockerfile
index b2c4481febc4..aacc912886dd 100644
--- a/bitnami/pytorch/1/debian-11/Dockerfile
+++ b/bitnami/pytorch/1/debian-11/Dockerfile
@@ -6,7 +6,7 @@ ENV HOME="/" \
 
 LABEL org.opencontainers.image.authors="https://bitnami.com/contact" \
       org.opencontainers.image.description="Application packaged by Bitnami" \
-      org.opencontainers.image.ref.name="1.12.1-debian-11-r4" \
+      org.opencontainers.image.ref.name="1.12.1-debian-11-r5" \
       org.opencontainers.image.source="https://github.com/bitnami/containers/tree/main/bitnami/pytorch" \
       org.opencontainers.image.title="pytorch" \
       org.opencontainers.image.vendor="VMware, Inc." \
@@ -15,9 +15,9 @@ LABEL org.opencontainers.image.authors="https://bitnami.com/contact" \
 COPY prebuildfs /
 SHELL ["/bin/bash", "-o", "pipefail", "-c"]
 # Install required system packages and dependencies
-RUN install_packages acl ca-certificates curl gzip libbz2-1.0 libc6 libcom-err2 libcrypt1 libffi7 libgcc-s1 libgomp1 libgssapi-krb5-2 libjemalloc2 libk5crypto3 libkeyutils1 libkrb5-3 libkrb5support0 liblzma5 libncursesw6 libnsl2 libreadline8 libsqlite3-0 libssl1.1 libstdc++6 libtcmalloc-minimal4 libtinfo6 libtirpc3 numactl procps tar zlib1g
+RUN install_packages acl ca-certificates curl gzip libbz2-1.0 libc6 libcom-err2 libcrypt1 libffi7 libgcc-s1 libgomp1 libgssapi-krb5-2 libjemalloc2 libk5crypto3 libkeyutils1 libkrb5-3 libkrb5support0 liblzma5 libncursesw6 libnsl2 libreadline8 libsqlite3-0 libssl1.1 libstdc++6 libtinfo6 libtirpc3 numactl procps tar zlib1g
 RUN . /opt/bitnami/scripts/libcomponent.sh && component_unpack "python" "3.8.13-165" --checksum 2bf41f60dccdcf65842d993083c2dcb27ab48a8a514fdeb1778e9b09f3e4a203
-RUN . /opt/bitnami/scripts/libcomponent.sh && component_unpack "pytorch" "1.12.1-0" --checksum 215597f705e517eec659d4ee8f4c65c8d5a2cc377fac13aab888a68f8f095aa4
+RUN . /opt/bitnami/scripts/libcomponent.sh && component_unpack "pytorch" "1.12.1-1" --checksum 219c27a495aed05b5c3c05a183da393fd2e352b6b8ef28738b1db84c6816c685
 RUN . /opt/bitnami/scripts/libcomponent.sh && component_unpack "gosu" "1.14.0-153" --checksum d3ae0109be24e8bc56f97359b8290b91243454de946dd60bd8520a0896a88449
 RUN apt-get update && apt-get upgrade -y && \
     rm -r /var/lib/apt/lists /var/cache/apt/archives
@@ -27,8 +27,6 @@ COPY rootfs /
 RUN /opt/bitnami/scripts/pytorch/postunpack.sh
 ENV APP_VERSION="1.12.1" \
     BITNAMI_APP_NAME="pytorch" \
-    LD_LIBRARY_PATH="/opt/bitnami/python/lib/python3.7/site-packages/torch/lib/:/opt/bitnami/python/lib/python3.7/site-packages/PIL/.libs/:$LD_LIBRARY_PATH" \
-    LD_PRELOAD="/opt/bitnami/python/lib/libiomp5.so:/usr/lib/x86_64-linux-gnu/libjemalloc.so.2" \
     PATH="/opt/bitnami/python/bin:/opt/bitnami/common/bin:$PATH"
 
 WORKDIR /app
diff --git a/bitnami/pytorch/1/debian-11/prebuildfs/opt/bitnami/.bitnami_components.json b/bitnami/pytorch/1/debian-11/prebuildfs/opt/bitnami/.bitnami_components.json
index 92ae8916de9b..5753147df8ee 100644
--- a/bitnami/pytorch/1/debian-11/prebuildfs/opt/bitnami/.bitnami_components.json
+++ b/bitnami/pytorch/1/debian-11/prebuildfs/opt/bitnami/.bitnami_components.json
@@ -15,9 +15,9 @@
     },
     "pytorch": {
         "arch": "amd64",
-        "digest": "215597f705e517eec659d4ee8f4c65c8d5a2cc377fac13aab888a68f8f095aa4",
+        "digest": "219c27a495aed05b5c3c05a183da393fd2e352b6b8ef28738b1db84c6816c685",
         "distro": "debian-11",
         "type": "NAMI",
-        "version": "1.12.1-0"
+        "version": "1.12.1-1"
     }
 }
\ No newline at end of file
diff --git a/bitnami/pytorch/1/debian-11/rootfs/opt/bitnami/scripts/pytorch/entrypoint.sh b/bitnami/pytorch/1/debian-11/rootfs/opt/bitnami/scripts/pytorch/entrypoint.sh
index d6f3911410dd..b3377018ebad 100755
--- a/bitnami/pytorch/1/debian-11/rootfs/opt/bitnami/scripts/pytorch/entrypoint.sh
+++ b/bitnami/pytorch/1/debian-11/rootfs/opt/bitnami/scripts/pytorch/entrypoint.sh
@@ -10,6 +10,31 @@ set -o pipefail
 # Load libraries
 . /opt/bitnami/scripts/libbitnami.sh
 
+########################
+# Find the path to the libjemalloc library file
+# Globals:
+#   None
+# Arguments:
+#   None
+# Returns:
+#   Path to a libjemalloc shared object file
+#########################
+find_jemalloc_lib() {
+    local -a locations=( "/usr/lib" "/usr/lib64" )
+    local -r pattern='libjemalloc.so.[0-9]'
+    local path
+    for dir in "${locations[@]}"; do
+        # Find the first element matching the pattern and quit
+        [[ ! -d "$dir" ]] && continue
+        path="$(find "$dir" -name "$pattern" -print -quit)"
+        [[ -n "$path" ]] && break
+    done
+    echo "${path:-}"
+}
+
+LD_PRELOAD="$(find_jemalloc_lib)${LD_PRELOAD:+ "$LD_PRELOAD"}"
+export LD_PRELOAD
+
 print_welcome_page
 
 echo ""
diff --git a/bitnami/pytorch/README.md b/bitnami/pytorch/README.md
index 1cbebbc75b29..db890ca14a76 100644
--- a/bitnami/pytorch/README.md
+++ b/bitnami/pytorch/README.md
@@ -39,7 +39,7 @@ Non-root container images add an extra layer of security and are generally recom
 Learn more about the Bitnami tagging policy and the difference between rolling tags and immutable tags [in our documentation page](https://docs.bitnami.com/tutorials/understand-rolling-tags-containers/).
 
 
-* [`1`, `1-debian-11`, `1.12.1`, `1.12.1-debian-11-r4`, `latest` (1/debian-11/Dockerfile)](https://github.com/bitnami/containers/blob/main/bitnami/pytorch/1/debian-11/Dockerfile)
+* [`1`, `1-debian-11`, `1.12.1`, `1.12.1-debian-11-r5`, `latest` (1/debian-11/Dockerfile)](https://github.com/bitnami/containers/blob/main/bitnami/pytorch/1/debian-11/Dockerfile)
 
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