diff --git a/cpp/Dockerfile b/cpp/Dockerfile
index e99d9d1..55cdeb2 100644
--- a/cpp/Dockerfile
+++ b/cpp/Dockerfile
@@ -1,15 +1,15 @@
-FROM nvidia/cuda:12.4.1-devel-ubi9 as builder
+FROM nvidia/cuda:12.5.0-devel-ubi9 as builder
 
 WORKDIR /home/ViolaJones/cpp
 
 COPY *.cu *.cpp *.hpp Makefile ./
 RUN make -j "$(nproc)"
 
-FROM nvidia/cuda:12.4.1-base-ubi9
+FROM nvidia/cuda:12.5.0-base-ubi9
 
 WORKDIR /home/ViolaJones/cpp
 
-RUN dnf install -y make-1:4.3-7.el9 && dnf clean all
+RUN dnf install -y make-1:4.3-8.el9 && dnf clean all
 COPY --from=builder /home/ViolaJones/cpp/bin ./bin
 COPY --from=builder /home/ViolaJones/cpp/Makefile .
 
diff --git a/cpp/Makefile b/cpp/Makefile
index cef2b6f..94be551 100644
--- a/cpp/Makefile
+++ b/cpp/Makefile
@@ -8,7 +8,7 @@ DATA_PATH := ../data
 #CFLAGS := -O0 -g -G -pg -Xptxas=-w -Xcompiler -O0,-rdynamic,-g
 CFLAGS := -dlto -O2 -Xcompiler -O2
 #CFLAGS := -dlto -O2 -g -Xcompiler -O2,-g,-ggdb
-CFLAGS := $(CFLAGS) -MMD -MP -Werror=all-warnings -Xcompiler -Wall,-Werror,-Werror=implicit-fallthrough=0,-Wextra
+CFLAGS := $(CFLAGS) -MMD -MP -Werror=all-warnings -Xcompiler -Wall,-Werror,-Wextra
 EXEC := $(OBJ_DIR)/ViolaJones
 DATA := $(DATA_PATH)/X_train.bin $(DATA_PATH)/X_test.bin $(DATA_PATH)/y_train.bin $(DATA_PATH)/y_test.bin
 SRC := $(shell find $(SRC_DIR) -name '*.cpp' -o -name '*.cu')
@@ -88,9 +88,7 @@ log: $(DATA) reset
 .PHONY: reset
 reset:
 	@echo 'Deleting generated states and models'
-	@rm -frv $(OUT_DIR)/* $(MODELS_DIR)/*
-#@ln -sv /mnt/pierre_stuffs/ViolaJones/cpp/models .
-#@ln -sv /mnt/pierre_stuffs/ViolaJones/cpp/out .
+	@rm -frv $(OUT_DIR) $(MODELS_DIR)
 
 .PHONY: clean
 clean:
diff --git a/downloader/Dockerfile b/downloader/Dockerfile
index 4d80350..f3e8e79 100644
--- a/downloader/Dockerfile
+++ b/downloader/Dockerfile
@@ -1,6 +1,6 @@
-FROM alpine:3.19.1
+FROM alpine:3.20.0
 
-RUN apk add --no-cache curl=8.5.0-r0 python3=3.11.9-r0 && rm -rf /var/cache/apk*
+RUN apk add --no-cache curl=8.7.1-r0 python3=3.12.3-r1 && rm -rf /var/cache/apk*
 
 WORKDIR /home/ViolaJones/downloader
 COPY requirements.txt activate.sh ./
diff --git a/python/Dockerfile b/python/Dockerfile
index a7cd52d..b36a178 100644
--- a/python/Dockerfile
+++ b/python/Dockerfile
@@ -1,7 +1,8 @@
-FROM nvidia/cuda:12.4.1-devel-ubi9 as builder
+FROM nvidia/cuda:12.5.0-devel-ubi9 as builder
 
-RUN dnf install -y python3.11-3.11.5-1.el9_3 && dnf clean all
-RUN ln -s /usr/bin/python3 /usr/bin/python
+RUN dnf install -y python3.11-3.11.7-1.el9 \
+	&& dnf clean all \
+	&& ln -s /usr/bin/python3 /usr/bin/python
 
 WORKDIR /home/ViolaJones/python
 COPY Makefile activate.sh requirements.txt ./