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>
48 lines
1.2 KiB
Bash
Executable File
48 lines
1.2 KiB
Bash
Executable File
#!/bin/bash
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# Terminate both hyperopt pods
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source .env.runpod
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DQN_POD_ID="dy2bn5ninzaxma"
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PPO_POD_ID="dytpb1mcqwj54t"
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echo "========================================="
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echo "TERMINATING HYPEROPT PODS"
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echo "========================================="
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echo ""
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echo "WARNING: This will terminate both hyperopt pods"
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echo " DQN: ${DQN_POD_ID}"
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echo " PPO: ${PPO_POD_ID}"
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echo ""
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read -p "Continue? (y/N) " -n 1 -r
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echo
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if [[ ! $REPLY =~ ^[Yy]$ ]]; then
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echo "Cancelled."
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exit 1
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fi
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# GraphQL mutation to terminate pods
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MUTATION=$(cat <<EOF
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mutation {
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podTerminate(input: {podId: "${DQN_POD_ID}"})
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podTerminate(input: {podId: "${PPO_POD_ID}"})
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}
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EOF
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)
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echo "Terminating DQN pod..."
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curl -s -X POST https://api.runpod.io/graphql \
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-H "Content-Type: application/json" \
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-H "Authorization: Bearer ${RUNPOD_API_KEY}" \
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-d "{\"query\": $(echo "mutation { podTerminate(input: {podId: \"${DQN_POD_ID}\"}) }" | jq -Rs .)}" | jq
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echo ""
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echo "Terminating PPO pod..."
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curl -s -X POST https://api.runpod.io/graphql \
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-H "Content-Type: application/json" \
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-H "Authorization: Bearer ${RUNPOD_API_KEY}" \
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-d "{\"query\": $(echo "mutation { podTerminate(input: {podId: \"${PPO_POD_ID}\"}) }" | jq -Rs .)}" | jq
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echo ""
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echo "✅ Termination requests sent"
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echo ""
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