Files
foxhunt/bypass_cache.sh
jgrusewski e61e8f54da feat(ml): Complete hyperopt infrastructure + documentation
Changes:
- CLAUDE.md: Update OOM fix validation status
- Add comprehensive documentation (30+ markdown reports)
- LSTM encoder varmap bug fix (tft/lstm_encoder.rs:290)
- Quantized LSTM layer matching fix (tft/quantized_lstm.rs)
- Hyperopt paths module (ml/src/hyperopt/paths.rs)
- Training path tests for all adapters (DQN, MAMBA-2, PPO, TFT)
- Checkpoint integrity tests
- Script cleanup: Remove 29 obsolete deployment scripts
- Archive old scripts to scripts/archive/
- New deployment utilities: check_gpu_availability.py, monitor_hyperopt.sh

Validation:
- OOM fixes validated: 5/5 trials successful (pod b6kc3mc5lbjiro)
- Batch-size-max 256 tested successfully
- All hyperopt adapters working correctly

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-10-29 19:52:21 +01:00

30 lines
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Executable File

#!/bin/bash
# Bypass volume cache - download binary directly from S3
set -e
echo "================================================"
echo "Bypassing Volume Cache - Downloading from S3"
echo "================================================"
# Download fresh binary from S3
aws s3 cp s3://se3zdnb5o4/binaries/current/hyperopt_mamba2_demo /tmp/demo \
--endpoint-url https://s3api-eur-is-1.runpod.io
# Make executable
chmod +x /tmp/demo
# Verify it has correct arguments
echo "Verifying binary..."
/tmp/demo --help | grep -q "base-dir" && echo "✅ Binary verified" || (echo "❌ Wrong binary!" && exit 1)
# Execute training
echo "Starting training..."
/tmp/demo \
--parquet-file /runpod-volume/test_data/ES_FUT_180d.parquet \
--base-dir /runpod-volume/ml_training \
--trials 2 \
--epochs 1 \
--batch-size-max 256 \
--seed 42