backend updates

.circleci/config.yml

@@ -275,7 +275,7 @@ jobs:
       enabled: true
       docker_layer_caching: true
       resource_class: gpu.nvidia.small
-      image: ubuntu-1604-cuda-10.1:201909-23
+      image: ubuntu-1604-cuda-11.1:202012-01
     steps:
       - checkout
       - run:

Dockerfile.gpu

@@ -11,13 +11,14 @@ ARG OS=ubuntu18.04
 # ARCH=x64|arm64v8|arm32v7
 ARG ARCH=x64
 
-ARG CUDA_VER=10.1-cudnn7
+ARG CUDA_VER=11.0-cudnn8
 
 ARG PACK=0
 ARG TEST=0
 
 #----------------------------------------------------------------------------------------------
 FROM redisfab/redis:${REDIS_VER}-${ARCH}-${OSNICK} AS redis
+FROM nvidia/cuda:10.2-cudnn8-devel-${OS} AS cuda_10.2
 FROM nvidia/cuda:${CUDA_VER}-devel-${OS} AS builder
 
 ARG OSNICK
@@ -34,6 +35,11 @@ ENV NVIDIA_DRIVER_CAPABILITIES compute,utility
 WORKDIR /build
 COPY --from=redis /usr/local/ /usr/local/
 
+COPY --from=cuda_10.2 /usr/local/cuda-10.2 /usr/local/cuda-10.2
+COPY --from=cuda_10.2 /usr/lib/x86_64-linux-gnu/libcu* /usr/lib/x86_64-linux-gnu/
+
+RUN echo export LD_LIBRARY_PATH=/usr/local/cuda/lib64:/usr/local/cuda-11.0/lib64:/usr/local/cuda-10.2/lib64:$LD_LIBRARY_PATH > /etc/profile.d/cuda.sh
+
 COPY ./opt/ opt/
 COPY ./tests/flow/test_requirements.txt tests/flow/
 
@@ -59,10 +65,10 @@ RUN set -e ;\
 
 RUN set -e ;\
     if [ "$TEST" = "1" ]; then \
-        TEST= make -C opt test GPU=1 $BUILD_ARGS NO_LFS=1 ;\
-        if [[ -d test/logs ]]; then \
-            tar -C test/logs -czf bin/artifacts/test-logs-gpu.tgz . ;\
-        fi ;\
+    TEST= make -C opt test GPU=1 $BUILD_ARGS NO_LFS=1 ;\
+    if [[ -d test/logs ]]; then \
+    tar -C test/logs -czf bin/artifacts/test-logs-gpu.tgz . ;\
+    fi ;\
     fi
 
 #----------------------------------------------------------------------------------------------
@@ -77,6 +83,8 @@ ENV REDIS_MODULES /usr/lib/redis/modules
 RUN mkdir -p $REDIS_MODULES/
 
 COPY --from=redis /usr/local/ /usr/local/
+COPY --from=builder /usr/local/cuda-10.2 /usr/local/cuda-10.2
+COPY --from=builder /usr/lib/x86_64-linux-gnu/libcu* /usr/lib/x86_64-linux-gnu/
 COPY --from=builder /build/install-gpu/ $REDIS_MODULES/
 
 COPY --from=builder /build/bin/artifacts/ /var/opt/redislabs/artifacts

Dockerfile.gpu-test

@@ -11,12 +11,13 @@ ARG ARCH=x64
 # OS=ubuntu18.04|ubuntu16.04|centos7
 ARG OS=ubuntu18.04
 
-ARG CUDA_VER=10.1-cudnn7
+ARG CUDA_VER=11.0-cudnn8
 
 ARG PACK=1
 
 #----------------------------------------------------------------------------------------------
 FROM redisfab/redis:${REDIS_VER}-${ARCH}-${OSNICK} AS redis
+FROM nvidia/cuda:10.2-cudnn8-devel-${OS} AS cuda_10.2
 FROM nvidia/cuda:${CUDA_VER}-devel-${OS} AS builder
 
 SHELL ["/bin/bash", "-c"]
@@ -27,6 +28,11 @@ ENV NVIDIA_DRIVER_CAPABILITIES compute,utility
 WORKDIR /build
 COPY --from=redis /usr/local/ /usr/local/
 
+COPY --from=cuda_10.2 /usr/local/cuda-10.2 /usr/local/cuda-10.2
+COPY --from=cuda_10.2 /usr/lib/x86_64-linux-gnu/libcu* /usr/lib/x86_64-linux-gnu/
+
+RUN echo export LD_LIBRARY_PATH=/usr/local/cuda/lib64:/usr/local/cuda-11.0/lib64:/usr/local/cuda-10.2/lib64:$LD_LIBRARY_PATH > /etc/profile.d/cuda.sh
+
 COPY ./opt/ opt/
 COPY ./tests/flow/test_requirements.txt tests/flow/
 
@@ -41,24 +47,24 @@ COPY ./get_deps.sh .
 RUN set -e ;\
 	. venv/bin/activate ;\
 	if [[ -z $DEPS_ARGS ]]; then \
-		VERBOSE=1 ./get_deps.sh gpu ;\
+	VERBOSE=1 ./get_deps.sh gpu ;\
 	else \
-		env $DEPS_ARGS ./get_deps.sh gpu ;\
+	env $DEPS_ARGS ./get_deps.sh gpu ;\
 	fi
 
 ARG BUILD_ARGS=""
 ADD ./ /build
 RUN set -e ;\
-    . venv/bin/activate ;\
-    . ./opt/readies/bin/sourced ./profile.d ;\
-    make -C opt build GPU=1 $BUILD_ARGS SHOW=1
+	. venv/bin/activate ;\
+	. ./opt/readies/bin/sourced ./profile.d ;\
+	make -C opt build GPU=1 $BUILD_ARGS SHOW=1
 
 ARG PACK
 
 RUN set -e ;\
 	if [[ $PACK == 1 ]]; then \
-		. venv/bin/activate ;\
-		make -C opt pack GPU=1 VERBOSE=1 ;\
+	. venv/bin/activate ;\
+	make -C opt pack GPU=1 VERBOSE=1 ;\
 	fi
 
 RUN git remote set-url origin https://github.com/RedisAI/RedisAI

get_deps.sh

@@ -87,7 +87,7 @@ fi
 
 ################################################################################# LIBTENSORFLOW
 
-TF_VERSION="2.3.1"
+TF_VERSION="2.4.0"
 
 if [[ $WITH_TF != 0 ]]; then
 	[[ $FORCE == 1 ]] && rm -rf $LIBTENSORFLOW
@@ -194,7 +194,7 @@ fi # WITH_TFLITE
 
 ###################################################################################### LIBTORCH
 
-PT_VERSION="1.7.0"
+PT_VERSION="1.7.1"
 
 if [[ $WITH_PT != 0 ]]; then
 	[[ $FORCE == 1 ]] && rm -rf $LIBTORCH
@@ -212,7 +212,7 @@ if [[ $WITH_PT != 0 ]]; then
 				if [[ $JETSON == 1 ]]; then
 					PT_BUILD=cu102-jetson
 				else
-					PT_BUILD=cu101
+					PT_BUILD=cu110
 				fi
 			fi
 			if [[ $ARCH == x64 ]]; then
@@ -282,7 +282,7 @@ fi
 
 ################################################################################### ONNXRUNTIME
 
-ORT_VERSION="1.2.0"
+ORT_VERSION="1.6.0"
 
 if [[ $WITH_ORT != 0 ]]; then
 	[[ $FORCE == 1 ]] && rm -rf $ONNXRUNTIME

opt/build/libtorch/repack.sh

@@ -41,7 +41,7 @@ if [[ $OS == linux ]]; then
 	if [[ $GPU != 1 ]]; then
 		PT_BUILD=cpu
 	else
-		PT_BUILD=cu101
+		PT_BUILD=cu110
 	fi
 	if [[ $ARCH == x64 ]]; then
 		PT_ARCH=x86_64