update docker config and notes

Signed-off-by: Vladimir Mandic <mandic00@live.com>

CHANGELOG.md

@@ -1,12 +1,12 @@
 # Change Log for SD.Next
 
-## Update for 2024-11-12
+## Update for 2024-11-15
 
-### Highlights for 2024-11-13
+### Highlights for 2024-11-15
 
 *What's New?*
 
-First, a massive update to docs including new UI top-level **info** tab with access to [changelog](https://github.com/vladmandic/automatic/blob/master/CHANGELOG.md) and [wiki](https://github.com/vladmandic/automatic/wiki), many updates and new articles AND full **built-in search** capabilities
+First, a massive update to docs including new UI top-level **info** tab with access to [changelog](https://github.com/vladmandic/automatic/blob/master/CHANGELOG.md) and [wiki](https://github.com/vladmandic/automatic/wiki), many updates and new articles AND full **built-in documentation search** capabilities
 
 **New integrations**:
 - [PuLID](https://github.com/ToTheBeginning/PuLID): Pure and Lightning ID Customization via Contrastive Alignment
@@ -26,7 +26,7 @@ And quite a few more improvements and fixes since the last update - for full det
 
 [README](https://github.com/vladmandic/automatic/blob/master/README.md) | [CHANGELOG](https://github.com/vladmandic/automatic/blob/master/CHANGELOG.md) | [WiKi](https://github.com/vladmandic/automatic/wiki) | [Discord](https://discord.com/invite/sd-next-federal-batch-inspectors-1101998836328697867)
 
-### Details for 2024-11-12
+### Details for 2024-11-15
 
 - Docs:  
   - new top-level **info** tab with access to [changelog](https://github.com/vladmandic/automatic/blob/master/CHANGELOG.md) and [wiki](https://github.com/vladmandic/automatic/wiki)  

Dockerfile

@@ -1,7 +1,14 @@
 # SD.Next Dockerfile
 FROM pytorch/pytorch:2.5.1-cuda12.4-cudnn9-runtime
-# TBD add org info
+LABEL org.opencontainers.image.vendor="SD.Next"
 LABEL org.opencontainers.image.authors="vladmandic"
+LABEL org.opencontainers.image.url="https://github.com/vladmandic/automatic/"
+LABEL org.opencontainers.image.documentation="https://github.com/vladmandic/automatic/wiki/Docker"
+LABEL org.opencontainers.image.source="https://github.com/vladmandic/automatic/"
+LABEL org.opencontainers.image.licenses="AGPL-3.0"
+LABEL org.opencontainers.image.title="SD.Next"
+LABEL org.opencontainers.image.description="SD.Next: Advanced Implementation of Stable Diffusion and other Diffusion-based generative image models"
+LABEL org.opencontainers.image.base.name="https://hub.docker.com/pytorch/pytorch:2.5.1-cuda12.4-cudnn9-runtime"
 WORKDIR /
 COPY . .
 # stop pip and uv from caching
@@ -14,9 +21,12 @@ ENV SD_NOHASHING=true
 # set data directories
 ENV SD_DATADIR="/mnt/data"
 ENV SD_MODELSDIR="/mnt/models"
-# install dependencies
+# minimum install
 RUN ["apt-get", "-y", "update"]
-RUN ["apt-get", "-y", "install", "git", "build-essential"]
+RUN ["apt-get", "-y", "install", "git", "build-essential", "google-perftools"]
+RUN ["ldconfig"]
+# tcmalloc is not required but it is highly recommended
+ENV LD_PRELOAD=libtcmalloc.so.4  
 # sdnext will run all necessary pip install ops and then exit
 RUN ["python", "launch.py", "--debug", "--uv", "--use-cuda", "--log", "sdnext.log", "--test", "--optional"]
 # preinstall additional packages to avoid installation during runtime

extensions-builtin/Lora/extra_networks_lora.py

@@ -26,7 +26,9 @@ def get_stepwise(param, step, steps):
             return v
         else:
             return m
-    return calculate_weight(sorted_positions(param), step, steps)
+
+    stepwise = calculate_weight(sorted_positions(param), step, steps)
+    return stepwise
 
 
 class ExtraNetworkLora(extra_networks.ExtraNetwork):