75d271c696
- Remplace le continuum exponentiel par un modèle réaliste CsI(Tl) dans l'entraînement (bosse asymétrique ~110 keV + queue Compton) - Ajoute l'injection de background mesuré (70% mesuré / 30% synthétique) via --measured_background et MEASURED_BACKGROUND_PATH - Ajoute l'endpoint /api/background/continuum et le toggle "Continuum CsI" sur le dashboard background - Exclut le canal 1023 (overflow bin) de l'affichage web (NUM_CHANNELS=1023) - Corrige le lissage Gaussien du background (normalisation locale aux bords) - Met à jour README.md, CLAUDE.md, TUTORIEL.md, TOTO.md, vega_ml/README.md Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
77 lines
2.0 KiB
YAML
77 lines
2.0 KiB
YAML
services:
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train:
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build:
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context: ./train
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dockerfile: Dockerfile
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volumes:
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- ./data:/data
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- ./models:/models
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deploy:
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resources:
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reservations:
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devices:
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- driver: nvidia
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count: all
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capabilities: [gpu]
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environment:
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- NVIDIA_VISIBLE_DEVICES=1
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- CUDA_VISIBLE_DEVICES=1
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- DATA_DIR=/data/synthetic
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- MODEL_DIR=/models
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- NUM_SAMPLES=50000
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- EPOCHS=100
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- BATCH_SIZE=64
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- LEARNING_RATE=0.001
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- DETECTOR=radiacode_103
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- MIN_DURATION=43200
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- MAX_DURATION=86400
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- SEED=42
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- MEASURED_BACKGROUND_PATH=/data/background_24h.npy
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restart: "no"
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detect:
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build:
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context: ./detect
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dockerfile: Dockerfile
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volumes:
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- ./models:/models:ro
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- ./logs:/logs
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- ./data:/data
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devices:
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- /dev/bus/usb:/dev/bus/usb
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privileged: true
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environment:
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- MODEL_PATH=/models/vega_best.pt
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- ISOTOPE_INDEX_PATH=/models/vega_isotope_index.txt
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- BACKGROUND_PATH=/data/background_24h.npy
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- STATE_PATH=/data/monitor_state.json
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- CPS_LOG_PATH=/data/cps_log.jsonl
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- VEGA_ML_PATH=/models/vega_ml
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- VEGA_DEVICE=cpu
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- LOG_DIR=/logs
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- SAMPLE_INTERVAL=60
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- REPORT_HOUR=0
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- MIN_LIVE_TIME=3600
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- THRESHOLD=0.5
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restart: unless-stopped
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web:
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build:
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context: ./web
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dockerfile: Dockerfile
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ports:
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- "8080:8080"
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volumes:
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- ./data:/data:ro
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- ./logs:/logs:ro
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- ./models/vega_isotope_index.txt:/models/vega_isotope_index.txt:ro
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environment:
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- STATE_PATH=/data/monitor_state.json
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- CPS_LOG_PATH=/data/cps_log.jsonl
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- BACKGROUND_PATH=/data/background_24h.npy
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- BACKGROUND_SNAPSHOT_PATH=/data/background_snapshot.json
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- LOG_DIR=/logs
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- ISOTOPE_INDEX_PATH=/models/vega_isotope_index.txt
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- ENERGY_CALIBRATION_OFFSET=0.33
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- ENERGY_CALIBRATION_SLOPE=2.97
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restart: unless-stopped |