This commit is contained in:
Carlos Gutierrez
2025-10-04 23:48:44 -04:00
parent 74bb5d9dba
commit 23364fa1f1
5 changed files with 134 additions and 14 deletions

View File

@@ -2,8 +2,40 @@
This repo holds **all scripts, commands, and logs** for Phase 3.
## Prerequisites
### Install gem5
Before running any simulations, you need to install and build gem5:
```bash
# Clone gem5 repository
git clone https://github.com/gem5/gem5.git /home/carlos/projects/gem5/gem5src/gem5
# Build gem5 for ARM
cd /home/carlos/projects/gem5/gem5src/gem5
scons build/ARM/gem5.opt -j$(nproc)
# Verify installation
sh scripts/check_gem5.sh
```
### Install ARM Cross-Compiler
```bash
# Ubuntu/Debian
sudo apt-get install gcc-arm-linux-gnueabihf
# macOS (if using Homebrew)
brew install gcc-arm-linux-gnueabihf
```
## Order of operations
### 0. Check Prerequisites
```bash
sh scripts/check_gem5.sh
```
**Check logs**: Should show "✓ All checks passed!" or installation instructions
### 1. Setup Environment
```bash
sh scripts/env.sh
@@ -94,8 +126,35 @@ head -5 results/phase3_drowsy_deltas.csv
- **Logs**: `/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/logs/` (mirrored to `logs/`)
## Troubleshooting
- **Empty stats.txt**: Check gem5 simulation logs for errors
- **Missing binaries**: Re-run `scripts/build_workloads.sh`
- **Permission errors**: Ensure scripts are executable: `chmod +x scripts/*.sh`
- **Path issues**: Verify `ROOT` variable in `scripts/env.sh` points to correct gem5 installation
### Common Issues
**Empty stats.txt files (0 bytes)**
- **Cause**: gem5 binary doesn't exist or simulation failed
- **Solution**: Run `sh scripts/check_gem5.sh` and install gem5 if needed
- **Check**: `ls -la /home/carlos/projects/gem5/build/ARM/gem5.opt`
**CSV extraction shows empty values**
- **Cause**: Simulation didn't run, so no statistics were generated
- **Solution**: Fix gem5 installation first, then re-run simulations
**"ModuleNotFoundError: No module named 'matplotlib'"**
- **Solution**: Install matplotlib: `pip install matplotlib` or `sudo apt-get install python3-matplotlib`
**"ValueError: could not convert string to float: ''"**
- **Cause**: Empty CSV values from failed simulations
- **Solution**: Fixed in updated scripts - they now handle empty values gracefully
**Permission errors**
- **Solution**: Make scripts executable: `chmod +x scripts/*.sh`
**Path issues**
- **Solution**: Verify `ROOT` variable in `scripts/env.sh` points to correct gem5 installation
### Debugging Steps
1. **Check gem5 installation**: `sh scripts/check_gem5.sh`
2. **Verify workload binaries**: `ls -la /home/carlos/projects/gem5/gem5-run/`
3. **Test single simulation**: `sh scripts/run_one.sh tinyml_kws big high 0 1MB`
4. **Check simulation logs**: `cat logs/tinyml_kws_big_high_l21MB_d0.stdout.log`
5. **Verify stats output**: `ls -l /home/carlos/projects/gem5/gem5-data/SmartEdgeAI/results/tinyml_kws_big_high_l21MB_d0/stats.txt`