trading_bot_v4/EPYC_SETUP_COMPREHENSIVE.md

Running Comprehensive Sweep on EPYC Server

Transfer Package to EPYC

# From your local machine
scp comprehensive_sweep_package.tar.gz root@72.62.39.24:/root/

Setup on EPYC

# SSH to EPYC
ssh root@72.62.39.24

# Extract package
cd /root
tar -xzf comprehensive_sweep_package.tar.gz
cd comprehensive_sweep

# Setup Python environment
python3 -m venv .venv
source .venv/bin/activate
pip install pandas numpy

# Create logs directory
mkdir -p backtester/logs

# Make scripts executable
chmod +x run_comprehensive_sweep.sh
chmod +x backtester/scripts/comprehensive_sweep.py

Run the Sweep

# Start the sweep in background
./run_comprehensive_sweep.sh

# Or manually with more control:
cd /root/comprehensive_sweep
source .venv/bin/activate
nohup python3 backtester/scripts/comprehensive_sweep.py > sweep.log 2>&1 &

# Get the PID
echo $! > sweep.pid

Monitor Progress

# Watch live progress (updates every 100 configs)
tail -f backtester/logs/sweep_comprehensive_*.log

# Or if using manual method:
tail -f sweep.log

# See current best result
grep 'Best so far' backtester/logs/sweep_comprehensive_*.log | tail -5

# Check if still running
ps aux | grep comprehensive_sweep

# Check CPU usage
htop

Stop if Needed

# Using PID file:
kill $(cat sweep.pid)

# Or by name:
pkill -f comprehensive_sweep

EPYC Performance Estimate

• Your EPYC: 16 cores/32 threads
• Local Server: 6 cores
• Speedup: ~5-6× faster on EPYC

Total combinations: 14,929,920

Estimated times:

• Local (6 cores): ~30-40 hours
• EPYC (16 cores): ~6-8 hours 🚀

Retrieve Results

# After completion, download results
scp root@72.62.39.24:/root/comprehensive_sweep/sweep_comprehensive.csv .

# Check top results on server first:
head -21 /root/comprehensive_sweep/sweep_comprehensive.csv

Results Format

CSV columns:

• rank
• trades
• win_rate
• total_pnl
• pnl_per_1k (most important - profitability per $1000)
• flip_threshold
• ma_gap
• adx_min
• long_pos_max
• short_pos_min
• cooldown
• position_size
• tp1_mult
• tp2_mult
• sl_mult
• tp1_close_pct
• trailing_mult
• vol_min
• max_bars

Quick Test

Before running full sweep, test that everything works:

cd /root/comprehensive_sweep
source .venv/bin/activate

# Quick test with just 10 combinations
python3 -c "
from pathlib import Path
from backtester.data_loader import load_csv
from backtester.simulator import simulate_money_line, TradeConfig
from backtester.indicators.money_line import MoneyLineInputs

data_slice = load_csv(Path('backtester/data/solusdt_5m_aug_nov.csv'), 'SOL-PERP', '5m')
print(f'Loaded {len(data_slice.data)} candles')

inputs = MoneyLineInputs(flip_threshold_percent=0.6)
config = TradeConfig(position_size=210.0)
results = simulate_money_line(data_slice.data, 'SOL-PERP', inputs, config)
print(f'Test: {len(results.trades)} trades, {results.win_rate*100:.1f}% WR, \${results.total_pnl:.2f} P&L')
print('✅ Everything working!')
"

If test passes, run the full sweep!