Update app.py
Browse files
app.py
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@@ -4,6 +4,28 @@ Lightweight Aphasia Classification App
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Optimized for Hugging Face Spaces with lazy loading and fallbacks
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"""
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from flask import Flask, request, render_template_string, jsonify
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import os
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import tempfile
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Optimized for Hugging Face Spaces with lazy loading and fallbacks
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"""
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import os
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# Configure environment for CPU-only and memory optimization
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os.environ['CUDA_VISIBLE_DEVICES'] = '' # Force CPU-only
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os.environ['PYTORCH_CUDA_ALLOC_CONF'] = 'max_split_size_mb:128'
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os.environ['OMP_NUM_THREADS'] = '2' # Limit CPU threads
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os.environ['MKL_NUM_THREADS'] = '2'
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os.environ['NUMEXPR_NUM_THREADS'] = '2'
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os.environ['TOKENIZERS_PARALLELISM'] = 'false' # Avoid tokenizer warnings
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# Batchalign specific settings
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os.environ['BATCHALIGN_CACHE'] = '/tmp/batchalign_cache'
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os.environ['HF_HUB_CACHE'] = '/tmp/hf_cache' # Use tmp for model cache
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os.environ['TRANSFORMERS_CACHE'] = '/tmp/transformers_cache'
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# Whisper settings for CPU optimization
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os.environ['WHISPER_CACHE'] = '/tmp/whisper_cache'
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print("🔧 Environment configured for CPU-only processing")
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print("💾 Model caches set to /tmp/ to save space")
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from flask import Flask, request, render_template_string, jsonify
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import os
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import tempfile
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