Spaces:
Sleeping
Sleeping
Upload 6 files
Browse files- Dockerfile +8 -18
- convert_model.py +47 -0
Dockerfile
CHANGED
|
@@ -59,18 +59,12 @@ RUN echo "Downloading model files..." && \
|
|
| 59 |
"https://22333misaka-openlist.hf.space/d/od/ref_shantianliang_1.wav" && \
|
| 60 |
echo "Download complete!"
|
| 61 |
|
|
|
|
|
|
|
|
|
|
| 62 |
# Convert PyTorch models to ONNX
|
| 63 |
RUN echo "Converting models to ONNX format..." && \
|
| 64 |
-
python
|
| 65 |
-
import genie_tts as genie
|
| 66 |
-
print('Starting ONNX conversion...')
|
| 67 |
-
genie.convert_to_onnx(
|
| 68 |
-
torch_ckpt_path='/app/temp/model.ckpt',
|
| 69 |
-
torch_pth_path='/app/temp/model.pth',
|
| 70 |
-
output_dir='/app/models/liang/onnx'
|
| 71 |
-
)
|
| 72 |
-
print('ONNX conversion complete!')
|
| 73 |
-
" && \
|
| 74 |
echo "Conversion complete!"
|
| 75 |
|
| 76 |
# Clean up temporary files and torch to reduce image size
|
|
@@ -78,18 +72,14 @@ RUN rm -rf /app/temp && \
|
|
| 78 |
pip uninstall -y torch && \
|
| 79 |
rm -rf /root/.cache/pip
|
| 80 |
|
| 81 |
-
#
|
| 82 |
-
|
| 83 |
-
"reference_audio": "reference/audio.wav",\n\
|
| 84 |
-
"reference_text": "这是一条参考音频,将此音频拖入参考内,再添加文本,即可合成音色",\n\
|
| 85 |
-
"language": "Chinese"\n\
|
| 86 |
-
}' > /app/models/liang/config.json
|
| 87 |
|
| 88 |
# Copy application code
|
| 89 |
COPY app.py .
|
| 90 |
|
| 91 |
-
# Download Genie base data
|
| 92 |
-
RUN python -c
|
| 93 |
|
| 94 |
# Expose port (Hugging Face Spaces uses 7860)
|
| 95 |
EXPOSE 7860
|
|
|
|
| 59 |
"https://22333misaka-openlist.hf.space/d/od/ref_shantianliang_1.wav" && \
|
| 60 |
echo "Download complete!"
|
| 61 |
|
| 62 |
+
# Copy conversion script
|
| 63 |
+
COPY convert_model.py .
|
| 64 |
+
|
| 65 |
# Convert PyTorch models to ONNX
|
| 66 |
RUN echo "Converting models to ONNX format..." && \
|
| 67 |
+
python convert_model.py && \
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 68 |
echo "Conversion complete!"
|
| 69 |
|
| 70 |
# Clean up temporary files and torch to reduce image size
|
|
|
|
| 72 |
pip uninstall -y torch && \
|
| 73 |
rm -rf /root/.cache/pip
|
| 74 |
|
| 75 |
+
# Copy model configuration
|
| 76 |
+
COPY models/liang/config.json /app/models/liang/config.json
|
|
|
|
|
|
|
|
|
|
|
|
|
| 77 |
|
| 78 |
# Copy application code
|
| 79 |
COPY app.py .
|
| 80 |
|
| 81 |
+
# Download Genie base data (uses a script to avoid inline Python issues)
|
| 82 |
+
RUN python -c 'import genie_tts; genie_tts.download_genie_data()'
|
| 83 |
|
| 84 |
# Expose port (Hugging Face Spaces uses 7860)
|
| 85 |
EXPOSE 7860
|
convert_model.py
ADDED
|
@@ -0,0 +1,47 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
#!/usr/bin/env python3
|
| 2 |
+
"""
|
| 3 |
+
Model Conversion Script
|
| 4 |
+
=======================
|
| 5 |
+
This script downloads and converts PyTorch models to ONNX format.
|
| 6 |
+
"""
|
| 7 |
+
|
| 8 |
+
import os
|
| 9 |
+
import sys
|
| 10 |
+
|
| 11 |
+
def main():
|
| 12 |
+
print("Starting ONNX conversion...")
|
| 13 |
+
|
| 14 |
+
import genie_tts as genie
|
| 15 |
+
|
| 16 |
+
ckpt_path = os.environ.get("CKPT_PATH", "/app/temp/model.ckpt")
|
| 17 |
+
pth_path = os.environ.get("PTH_PATH", "/app/temp/model.pth")
|
| 18 |
+
output_dir = os.environ.get("OUTPUT_DIR", "/app/models/liang/onnx")
|
| 19 |
+
|
| 20 |
+
print(f"CKPT path: {ckpt_path}")
|
| 21 |
+
print(f"PTH path: {pth_path}")
|
| 22 |
+
print(f"Output dir: {output_dir}")
|
| 23 |
+
|
| 24 |
+
# Check if files exist
|
| 25 |
+
if not os.path.exists(ckpt_path):
|
| 26 |
+
print(f"Error: CKPT file not found: {ckpt_path}")
|
| 27 |
+
sys.exit(1)
|
| 28 |
+
|
| 29 |
+
if not os.path.exists(pth_path):
|
| 30 |
+
print(f"Error: PTH file not found: {pth_path}")
|
| 31 |
+
sys.exit(1)
|
| 32 |
+
|
| 33 |
+
# Create output directory
|
| 34 |
+
os.makedirs(output_dir, exist_ok=True)
|
| 35 |
+
|
| 36 |
+
# Convert model
|
| 37 |
+
genie.convert_to_onnx(
|
| 38 |
+
torch_ckpt_path=ckpt_path,
|
| 39 |
+
torch_pth_path=pth_path,
|
| 40 |
+
output_dir=output_dir
|
| 41 |
+
)
|
| 42 |
+
|
| 43 |
+
print("ONNX conversion complete!")
|
| 44 |
+
|
| 45 |
+
|
| 46 |
+
if __name__ == "__main__":
|
| 47 |
+
main()
|