fixed tensorboard debug port

Author: hephaex

python-tensorflow/Dockerfile.2.4-py38-cuda11.1

@@ -1,8 +1,8 @@
 FROM lablup/common-base:py38-cuda11.1
 
 RUN python3 -m pip install --no-cache-dir --upgrade \
-	    -q git+https://github.com/google-research/tensorflow_constrained_optimization 
-
+	    -q git+https://github.com/google-research/tensorflow_constrained_optimization
+	    
 RUN python3 -m pip install --no-cache-dir \
       --use-feature=2020-resolver \
         requests_oauthlib==1.2.0 \
@@ -21,18 +21,9 @@ RUN python3 -m pip install --no-cache-dir \
 	    tfx==0.25.0 \
 	    tfx-bsl==0.25.0 \ 
 	    tf-agents==0.6.0  
+
 RUN python3 -m pip install --no-cache-dir \
       --use-feature=2020-resolver \
-            tensorflow-cloud==0.1.10 \
-            tensorflow-hub==0.9.0 \
-	    tensorflow_text==2.4.1 \
-	    tensorflow-graphics-gpu==1.0.0 \
-	    tensorflow-gan==2.0.0 \
-	    tensorflow-data-validation \
-	    tensorflow-plot==0.3.2 \
-	    tensorflow-lattice==2.0.7 \
-	    tensorflow_ranking==0.3.2 \
-#	    tensorflow-compression==1.3 \
 	    mesh-tensorflow==0.1.13 \
 	    google_cloud_spanner==1.19.0 \
 	    pymongo==3.11.2 \
@@ -50,7 +41,22 @@ RUN python3 -m pip install --no-cache-dir \
 	    proto-plus==1.13.0 \
 	    oauth2client==4.1.3 \
 	    joblib==0.14.0 \
-	    libcst==0.3.14 \
+	    libcst==0.3.14 
+
+RUN python3 -m pip install --no-cache-dir \
+      --use-feature=2020-resolver \
+            tensorflow-cloud==0.1.10 \
+            tensorflow-hub==0.9.0 \
+	    tensorflow_text==2.4.1 \
+	    tensorflow-graphics-gpu==1.0.0 \
+	    tensorflow-gan==2.0.0 
+RUN python3 -m pip install --no-cache-dir \
+      --use-feature=2020-resolver \
+	    tensorflow-data-validation \
+	    tensorflow-plot==0.3.2 \
+#	    tensorflow-lattice==2.0.7 \
+	    tensorflow_ranking==0.3.2 \
+#	    tensorflow-compression==1.3 \
             tensorflow-io==0.17.0
 
 RUN python3 -m pip install --extra-index-url \
@@ -64,7 +70,7 @@ RUN ldconfig /usr/local/cuda/targets/x86_64-linux/lib/stubs && \
     HOROVOD_GPU_ALLREDUCE=NCCL HOROVOD_GPU_BROADCAST=NCCL HOROVOD_NCCL_LINK=SHARED \
     HOROVOD_WITH_TENSORFLOW=1 HOROVOD_WITHOUT_PYTORCH=1 HOROVOD_WITHOUT_MXNET=1\
     HOROVOD_GPU=CUDA \
-    python3 -m pip install --no-cache-dir horovod==0.21.0 && \
+    python3 -m pip install --no-cache-dir horovod==0.21.1 && \
     ldconfig
 
 RUN python3 -m pip install --no-cache-dir \
@@ -88,7 +94,7 @@ LABEL ai.backend.kernelspec="1" \
       ai.backend.resource.min.cuda.shares=0 \
       ai.backend.runtime-type="python" \
       ai.backend.runtime-path="/usr/bin/python3" \
-      ai.backend.service-ports="ipython:pty:3000,jupyter:http:8080,jupyterlab:http:8090,vscode:http:8180,tensorboard:http:6006,mlflow-ui:preopen:5000,nniboard:preopen:8080"
+      ai.backend.service-ports="ipython:pty:3000,jupyter:http:8081,jupyterlab:http:8090,vscode:http:8180,tensorboard:http:6006,mlflow-ui:preopen:5000,nniboard:preopen:8080"
 
 WORKDIR /home/work
 # vim: ft=dockerfile