2df1ea92e1
BREAKING CHANGES: - Removed orphaned dqn.rs monolithic trainer (4,975 lines) - Removed orphaned dqn_ensemble.rs module (816 lines) - Removed orphaned tft.rs and tft_complete_int8_integration_test.rs - TFT trainer split into modular directory structure DQN Module Refactoring: - Split trainers/dqn.rs into modular structure (config.rs, statistics.rs, trainer.rs) - Fixed hyperopt 39D search space (continuous params only) - Boolean flags (use_dueling, use_double_dqn, use_per, use_noisy_nets) are now FIXED architectural decisions - use_distributional defaults to false (Candle BUG #36 - scatter_add gradient issues) Clean Module Structure: - ml/src/trainers/dqn/ directory with proper mod.rs exports - ml/src/trainers/tft/ directory with config.rs, types.rs, model.rs, trainer.rs, tests.rs - All P0 features validated: TD-error clamping, batch diversity, LR scheduler, priority staleness Documentation: - Added comprehensive docs in docs/codebase-cleanup/ - ADR-001 for DQN refactoring decisions - Rainbow DQN component matrix and quick reference guides Build Status: Compiles with zero errors 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
23 lines
508 B
Bash
Executable File
23 lines
508 B
Bash
Executable File
#!/bin/bash
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# Monitor PPO Hyperopt Pod Logs
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# Usage: ./monitor_ppo_hyperopt_pod.sh <pod_id>
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if [ -z "$1" ]; then
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echo "ERROR: Missing pod_id argument"
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echo "Usage: ./monitor_ppo_hyperopt_pod.sh <pod_id>"
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exit 1
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fi
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POD_ID=$1
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source .env.runpod
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echo "Monitoring PPO Hyperopt Pod: $POD_ID"
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echo "Press Ctrl+C to stop"
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echo ""
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while true; do
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curl -s -X GET "https://rest.runpod.io/v1/pods/${POD_ID}" \
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-H "Authorization: Bearer ${RUNPOD_API_KEY}" | jq -r '.logs // "No logs yet"'
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sleep 10
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done
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