diff --git a/.github/workflows/docker-unstable.yml b/.github/workflows/docker-unstable.yml
index efaf97857..cc63b2b52 100644
--- a/.github/workflows/docker-unstable.yml
+++ b/.github/workflows/docker-unstable.yml
@@ -12,11 +12,12 @@ jobs:
     runs-on: ubuntu-latest
 
     strategy:
+      fail-fast: false
       matrix:
         dockerfile:
           - {"name": etna-cpu, "path": docker/etna-cpu/Dockerfile}
           - {"name": etna-cuda-10.2, "path": docker/etna-cuda-10.2/Dockerfile}
-          - {"name": etna-cuda-11.1, "path": docker/etna-cuda-11.1/Dockerfile}
+          - {"name": etna-cuda-11.6.2, "path": docker/etna-cuda-11.6.2/Dockerfile}
 
     steps:
       - uses: actions/checkout@v2
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index a8f9b3463..c87d3f14a 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -93,11 +93,12 @@ jobs:
     runs-on: ubuntu-latest
 
     strategy:
+      fail-fast: false
       matrix:
         dockerfile:
           - {"name": etna-cpu, "path": docker/etna-cpu/Dockerfile}
           - {"name": etna-cuda-10.2, "path": docker/etna-cuda-10.2/Dockerfile}
-          - {"name": etna-cuda-11.1, "path": docker/etna-cuda-11.1/Dockerfile}
+          - {"name": etna-cuda-11.6.2, "path": docker/etna-cuda-11.6.2/Dockerfile}
 
     steps:
       - uses: actions/checkout@v2
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 0d85b0463..51f0bcec5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -43,7 +43,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - 
 - 
 - 
-- 
+- Change Docker cuda image version from 11.1 to 11.6.2 ([#838](https://github.com/tinkoff-ai/etna/pull/838))
 - 
 - 
 
diff --git a/docker/README.md b/docker/README.md
index e8a04f569..3837e71ac 100644
--- a/docker/README.md
+++ b/docker/README.md
@@ -4,7 +4,7 @@
 
 - `ghcr.io/tinkoff-ai/etna/etna-cpu:<tag>`
 - `ghcr.io/tinkoff-ai/etna/etna-cuda-10.2:<tag>`
-- `ghcr.io/tinkoff-ai/etna/etna-cuda-11.1:<tag>`
+- `ghcr.io/tinkoff-ai/etna/etna-cuda-11.6.2:<tag>`
 
 ## Use cases
 
diff --git a/docker/etna-cpu/requirements.txt b/docker/etna-cpu/requirements.txt
index b600e26cb..66f675711 100755
--- a/docker/etna-cpu/requirements.txt
+++ b/docker/etna-cpu/requirements.txt
@@ -1,2 +1,2 @@
-etna[all]
-jupyter
\ No newline at end of file
+jupyterlab
+etna[all]
\ No newline at end of file
diff --git a/docker/etna-cuda-10.2/requirements.txt b/docker/etna-cuda-10.2/requirements.txt
index b600e26cb..66f675711 100755
--- a/docker/etna-cuda-10.2/requirements.txt
+++ b/docker/etna-cuda-10.2/requirements.txt
@@ -1,2 +1,2 @@
-etna[all]
-jupyter
\ No newline at end of file
+jupyterlab
+etna[all]
\ No newline at end of file
diff --git a/docker/etna-cuda-11.1/requirements.txt b/docker/etna-cuda-11.1/requirements.txt
deleted file mode 100755
index b600e26cb..000000000
--- a/docker/etna-cuda-11.1/requirements.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-etna[all]
-jupyter
\ No newline at end of file
diff --git a/docker/etna-cuda-11.1/Dockerfile b/docker/etna-cuda-11.6.2/Dockerfile
similarity index 90%
rename from docker/etna-cuda-11.1/Dockerfile
rename to docker/etna-cuda-11.6.2/Dockerfile
index d88ac7e66..0af893ef4 100755
--- a/docker/etna-cuda-11.1/Dockerfile
+++ b/docker/etna-cuda-11.6.2/Dockerfile
@@ -1,6 +1,6 @@
-ARG BASE_IMAGE=nvidia/cuda:11.1-cudnn8-runtime-ubuntu18.04
+ARG BASE_IMAGE=nvidia/cuda:11.6.2-cudnn8-runtime-ubuntu18.04
 ARG DISTRO_ARCH=ubuntu1804/x86_64
-ARG CUDA_VERSION_FOR_TORCH=cu111
+ARG CUDA_VERSION_FOR_TORCH=cu116
 
 FROM ${BASE_IMAGE}
 
diff --git a/docker/etna-cuda-11.6.2/requirements.txt b/docker/etna-cuda-11.6.2/requirements.txt
new file mode 100755
index 000000000..66f675711
--- /dev/null
+++ b/docker/etna-cuda-11.6.2/requirements.txt
@@ -0,0 +1,2 @@
+jupyterlab
+etna[all]
\ No newline at end of file