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docker/runner: add FasterLivePortrait initial changes #373

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docker/runner: add FasterLivePortrait initial changes #373

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docker/runner: add FasterLivePortrait initial changes
emranemran Dec 18, 2024
75c1fb6
wip
emranemran Dec 18, 2024
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47 changes: 31 additions & 16 deletions runner/dl_checkpoints.sh
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Original file line number Diff line number Diff line change
Expand Up @@ -87,12 +87,12 @@ function download_all_models() {
function download_live_models() {
huggingface-cli download KBlueLeaf/kohaku-v2.1 --include "*.safetensors" "*.json" "*.txt" --exclude ".onnx" ".onnx_data" --cache-dir models
huggingface-cli download stabilityai/sd-turbo --include "*.safetensors" "*.json" "*.txt" --exclude ".onnx" ".onnx_data" --cache-dir models
huggingface-cli download warmshao/FasterLivePortrait --local-dir models/FasterLivePortrait--checkpoints
huggingface-cli download microsoft/Florence-2-large --include "*.bin" "*.json" "*.txt" --exclude ".onnx" ".onnx_data" --cache-dir models/ComfyUI--models
huggingface-cli download microsoft/Florence-2-large-ft --include "*.bin" "*.json" "*.txt" --exclude ".onnx" ".onnx_data" --cache-dir models/ComfyUI--models
huggingface-cli download microsoft/Florence-2-base --include "*.bin" "*.json" "*.txt" --exclude ".onnx" ".onnx_data" --cache-dir models/ComfyUI--models
huggingface-cli download microsoft/Florence-2-base-ft --include "*.bin" "*.json" "*.txt" --exclude ".onnx" ".onnx_data" --cache-dir models/ComfyUI--models
huggingface-cli download yuvraj108c/Depth-Anything-Onnx --include depth_anything_vitl14.onnx --local-dir models/ComfyUI--models/Depth-Anything-Onnx
huggingface-cli download warmshao/FasterLivePortrait --local-dir models/ComfyUI--models/FasterLivePortrait--checkpoints
download_sam2_checkpoints
download_stream_diffusion_checkpoints
download_stream_diffusion_loras
Expand Down Expand Up @@ -138,29 +138,44 @@ function build_tensorrt_models() {
done"

# FasterLivePortrait
docker run --rm -v ./models:/models --gpus all -l TensorRT-engines \
livepeer/ai-runner:live-app-liveportrait \
bash -c "cd /app/app/live/FasterLivePortrait && \
if [ ! -f '/models/FasterLivePortrait--checkpoints/liveportrait_onnx/stitching_lip.trt' ]; then
# docker run --rm -v ./models:/models --gpus all -l TensorRT-engines \
# livepeer/ai-runner:live-app-liveportrait \
# bash -c "cd /app/app/live/FasterLivePortrait && \
# if [ ! -f '/models/FasterLivePortrait--checkpoints/liveportrait_onnx/stitching_lip.trt' ]; then
# echo 'Building TensorRT engines for LivePortrait models (regular)...'
# sh scripts/all_onnx2trt.sh
# else
# echo 'Regular LivePortrait TensorRT engines already exist, skipping build'
# fi && \
# if [ ! -f '/models/FasterLivePortrait--checkpoints/liveportrait_animal_onnx/stitching_lip.trt' ]; then
# echo 'Building TensorRT engines for LivePortrait models (animal)...'
# sh scripts/all_onnx2trt_animal.sh
# else
# echo 'Animal LivePortrait TensorRT engines already exist, skipping build'
# fi"

# ComfyUI (only DepthAnything for now)
docker run --rm -v ./models:/models --gpus all -l TensorRT-engines \
livepeer/ai-runner:live-app-comfyui \
bash -c "cd /comfyui/models/Depth-Anything-Onnx && \
python /comfyui/custom_nodes/ComfyUI-Depth-Anything-Tensorrt/export_trt.py && \
mkdir -p /comfyui/models/tensorrt/depth-anything && \
mv *.engine /comfyui/models/tensorrt/depth-anything" \
bash -c "cd /comfyui/models/FasterLivePortrait--checkpoints && \
if [ ! -f 'liveportrait_onnx/stitching_lip.trt' ]; then
echo 'Building TensorRT engines for LivePortrait models (regular)...'
sh scripts/all_onnx2trt.sh
sh /comfyui/custom_nodes/ComfyUI-FasterLivePortrait/FasterLivePortrait/scripts/all_onnx2trt.sh
else
echo 'Regular LivePortrait TensorRT engines already exist, skipping build'
fi && \
if [ ! -f '/models/FasterLivePortrait--checkpoints/liveportrait_animal_onnx/stitching_lip.trt' ]; then
if [ ! -f 'liveportrait_animal_onnx/stitching_lip.trt' ]; then
echo 'Building TensorRT engines for LivePortrait models (animal)...'
sh scripts/all_onnx2trt_animal.sh
sh /comfyui/custom_nodes/ComfyUI-FasterLivePortrait/FasterLivePortrait/scripts/all_onnx2trt_animal.sh
else
echo 'Animal LivePortrait TensorRT engines already exist, skipping build'
fi"
fi \
mv *.engine /comfyui/models/tensorrt/fasterliveportrait"

# ComfyUI (only DepthAnything for now)
docker run --rm -v ./models:/models --gpus all -l TensorRT-engines \
livepeer/ai-runner:live-app-comfyui \
bash -c "cd /comfyui/models/Depth-Anything-Onnx && \
python /comfyui/custom_nodes/ComfyUI-Depth-Anything-Tensorrt/export_trt.py && \
mkdir -p /comfyui/models/tensorrt/depth-anything && \
mv *.engine /comfyui/models/tensorrt/depth-anything"
}

# Download models with a restrictive license.
Expand Down
13 changes: 13 additions & 0 deletions runner/docker/Dockerfile.live-base-comfyui
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Original file line number Diff line number Diff line change
Expand Up @@ -75,6 +75,19 @@ RUN cd /comfyui/custom_nodes && \
RUN cd /comfyui/custom_nodes && \
git clone https://github.com/tsogzark/ComfyUI-load-image-from-url.git

# Install ComfyUI-FasterLivePortrait (https://github.com/emranemran/ComfyUI-FasterLivePortrait)
RUN cd /comfyui/custom_nodes && \
git clone https://github.com/emranemran/ComfyUI-FasterLivePortrait && \
cd ComfyUI-FasterLivePortrait && \
pip install -r requirements.txt
RUN git clone https://github.com/SeanWangJS/grid-sample3d-trt-plugin.git /opt/grid-sample3d-trt-plugin && \
cd /opt/grid-sample3d-trt-plugin && \
sed -i 's/set_target_properties(${PROJECT_NAME} PROPERTIES CUDA_ARCHITECTURES ".*")/set_target_properties(${PROJECT_NAME} PROPERTIES CUDA_ARCHITECTURES "60;70;75;80;86")/' CMakeLists.txt && \
mkdir build && cd build && \
export PATH=/usr/local/cuda/bin:$PATH && \
cmake .. -DTensorRT_ROOT=/usr/include && \
make

# Upgrade TensorRT to 10.6.0
RUN pip uninstall -y tensorrt && \
pip install tensorrt==10.6.0
Expand Down