feat: add ROCm + Coqui TTS with GPU support to Dockerfile
This commit is contained in:
111
ai/Dockerfile
111
ai/Dockerfile
@@ -16,7 +16,8 @@ RUN apt-get update && \
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texlive-latex-base texlive-latex-extra texlive-fonts-recommended texlive-xetex texlive-science \
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qemu-user-static binfmt-support qemu-user-binfmt \
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emacs-nox \
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libportaudio2 && \
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libportaudio2 \
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hipcc espeak-ng && \
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rm -rf /var/lib/apt/lists/*
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# Création de l'utilisateur 'hermes' directement avec les bons accès
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@@ -30,6 +31,75 @@ WORKDIR /opt/hermes
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# On donne la propriété du dossier de travail à l'utilisateur hermes
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RUN chown hermes:hermes /opt/hermes
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# ---------- Coqui TTS venv (Python 3.11 + PyTorch ROCm) ----------
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# Install Python 3.11 via uv for Coqui compatibility
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RUN uv python install 3.11
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# Create the coqui venv and install PyTorch ROCm + TTS
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RUN uv venv --python 3.11 /opt/coqui-tts
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RUN uv pip install --python /opt/coqui-tts/bin/python3 --no-cache-dir \
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torch==2.3.1+rocm5.7 \
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torchaudio==2.3.1+rocm5.7 \
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--index-url https://download.pytorch.org/whl/rocm5.7
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RUN uv pip install --python /opt/coqui-tts/bin/python3 --no-cache-dir TTS setuptools
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# Fix executable stack on bundled torch AMD libraries (required for ROCm)
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RUN /opt/coqui-tts/bin/python3 -c "
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import struct, os, glob
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torch_lib = '/opt/coqui-tts/lib/python3.11/site-packages/torch/lib'
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for so in glob.glob(os.path.join(torch_lib, '*.so*')):
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try:
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with open(so, 'r+b') as f:
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if f.read(4) != b'\x7fELF': continue
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f.seek(0)
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h = f.read(64)
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e_phoff = struct.unpack_from('<Q', h, 0x20)[0]
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e_phentsize = struct.unpack_from('<H', h, 0x36)[0]
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e_phnum = struct.unpack_from('<H', h, 0x38)[0]
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for i in range(e_phnum):
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f.seek(e_phoff + i * e_phentsize)
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ph = f.read(e_phentsize)
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if struct.unpack_from('<I', ph, 0)[0] == 0x6474e551:
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flags = struct.unpack_from('<I', ph, 4)[0]
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if flags & 1:
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f.seek(e_phoff + i * e_phentsize + 4)
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f.write(struct.pack('<I', flags - 1))
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break
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except: pass
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"
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# Créer le wrapper Coqui synth
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RUN /opt/coqui-tts/bin/python3 -c "
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script = '''#!/usr/bin/env python3
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import argparse, sys
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def main():
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parser = argparse.ArgumentParser()
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parser.add_argument('--text', required=True)
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parser.add_argument('--out', required=True)
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parser.add_argument('--model', default='tts_models/en/vctk/vits')
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parser.add_argument('--speaker', default='')
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parser.add_argument('--gpu', action='store_true', default=True)
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args = parser.parse_args()
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try:
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from TTS.api import TTS
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tts = TTS(model_name=args.model, progress_bar=False, gpu=args.gpu)
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kwargs = {'text': args.text, 'file_path': args.out}
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if args.speaker and hasattr(tts, 'speakers') and tts.speakers:
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kwargs['speaker'] = args.speaker
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tts.tts_to_file(**kwargs)
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print('OK:' + args.out)
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except Exception as e:
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print('ERROR:' + str(e), file=sys.stderr)
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sys.exit(1)
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if __name__ == '__main__':
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main()
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'''
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with open('/opt/coqui-tts/bin/coqui_synth.py', 'w') as f:
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f.write(script)
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import os; os.chmod('/opt/coqui-tts/bin/coqui_synth.py', 0o755)
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"
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# ---------- Hermes venv ----------
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# Passer immédiatement sous l'utilisateur hermes pour tout le reste du build
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USER hermes
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@@ -41,6 +111,45 @@ COPY --chown=hermes:hermes . .
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RUN uv venv && \
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uv pip install --no-cache-dir sounddevice numpy faster-whisper
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# ---------- Patch tts_tool.py to add Coqui provider ----------
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RUN /opt/hermes/.venv/bin/python3 -c "
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tts_path = '/opt/hermes/.venv/lib/python3.13/site-packages/tools/tts_tool.py'
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with open(tts_path) as f:
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code = f.read()
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coqui_block = '''
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elif provider == \"coqui\":
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logger.info(\"Generating speech with Coqui TTS (GPU, local)...\")
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import subprocess
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coqui_python = \"/opt/coqui-tts/bin/python3\"
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coqui_script = \"/opt/coqui-tts/bin/coqui_synth.py\"
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coqui_config = tts_config.get(\"coqui\", {})
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model = coqui_config.get(\"model\", \"tts_models/en/vctk/vits\")
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use_gpu = coqui_config.get(\"use_gpu\", True)
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speaker = coqui_config.get(\"speaker\", \"\")
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cmd = [
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coqui_python, coqui_script,
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\"--text\", text,
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\"--out\", file_str,
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\"--model\", model,
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]
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if use_gpu:
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cmd.append(\"--gpu\")
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if speaker:
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cmd.extend([\"--speaker\", speaker])
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result = subprocess.run(cmd, capture_output=True, text=True, timeout=120)
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if result.returncode != 0:
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stderr = result.stderr.strip()
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raise RuntimeError(f\"Coqui TTS failed: {stderr or 'unknown error'}\")
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logger.info(\"Coqui TTS audio saved: %s\", file_str)
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'''
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code = code.replace(
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' else:\n # Default: Edge TTS (free), with NeuTTS as local fallback',
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coqui_block + ' else:\n # Default: Edge TTS (free), with NeuTTS as local fallback'
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)
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with open(tts_path, 'w') as f:
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f.write(code)
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"
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# ---------- Runtime ----------
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ENV HERMES_HOME=/opt/data
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ENV PATH="/opt/data/.local/bin:${PATH}"
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