Rename fractal-brain to Resonance_Engine: update all paths, docs, scripts, and add experiments/results/src

2026-03-25 07:34:34 +07:00
parent a3fb27821e
commit 7f04a7d81d
311 changed files with 72910 additions and 172 deletions
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+# AGENT PROMPT: NVMe Hybridization Experimentation on the-craw
+
+## 🎯 **MISSION**
+You are the Infrastructure Engineer agent on the-craw. Begin NVMe hybridization experimentation immediately.
+
+## 📦 **PACKAGE RECEIVED**
+**Files available from Beast (via node pairing):**
+1. `D:\openclaw-local\workspace-main\harmonic_scan_sequential\1024x1024\fractal_habit_1024x1024_nvme_proper.cu`
+   - NVMe hybrid source code (checkpointing every 10k steps)
+   - Modified from working 1024×1024 baseline
+   - Original mothballed separately
+
+2. `D:\openclaw-local\workspace-main\harmonic_scan_sequential\1024x1024\MESSAGE_FOR_CRAW_AGENT.md`
+   - Detailed instructions and context
+
+3. `D:\openclaw-local\workspace-main\harmonic_scan_sequential\1024x1024\MOTHBALLED_ORIGINAL\`
+   - Original working version (read-only reference)
+
+## 🖥️ **THE-CRAW HARDWARE CONFIRMED**
+- ✅ **GPU**: NVIDIA GeForce GTX 1050 (4GB VRAM, sm_61)
+- ✅ **CUDA**: Version 11.4 at `/usr/local/cuda/bin/nvcc`
+- ✅ **NVMe**: Check `/mnt/nvme/` or use `/tmp/fractal_test/`
+- ✅ **Node connectivity**: Paired with Beast, file access confirmed
+
+## 🔬 **EXPERIMENTATION PHASES**
+
+### **PHASE 1: COMPILATION & BASIC TEST**
+```bash
+# 1. Access source from Beast (node pairing should allow this)
+# 2. Compile for GTX 1050
+/usr/local/cuda/bin/nvcc -arch=sm_61 -O3 -D_USE_MATH_DEFINES \
+    [path_to_source_from_beast] \
+    -o fractal_habit_nvme_craw -lnvml -lcufft
+
+# 3. Quick test (10 seconds)
+timeout 10 ./fractal_habit_nvme_craw
+```
+
+**Success Criteria:**
+- Compilation succeeds
+- Program starts without errors
+- Checkpoint directory created
+
+### **PHASE 2: NVMe CHECKPOINT VERIFICATION**
+```bash
+# 1. Set checkpoint directory
+export NVME_DIR="/mnt/nvme/fractal_test"  # or /tmp/fractal_test
+
+# 2. Run full 100k step test
+./fractal_habit_nvme_craw
+
+# 3. Verify checkpoint creation
+ls -lh $NVME_DIR/checkpoint_*.bin
+```
+
+**Success Criteria:**
+- Checkpoint file created at step 100,000
+- File size ~48MB (matches Beast)
+- No runtime errors
+
+### **PHASE 3: CRASH RECOVERY TEST**
+```bash
+# 1. Run to ~50k steps, kill process
+timeout 30 ./fractal_habit_nvme_craw &
+PID=$!
+sleep 15  # Let it reach checkpoint interval
+kill -9 $PID
+
+# 2. Verify checkpoint exists at 40k or 50k
+ls -lh $NVME_DIR/checkpoint_00040000.bin $NVME_DIR/checkpoint_00050000.bin
+
+# 3. (Future) Implement restore function
+```
+
+**Success Criteria:**
+- Checkpoint created before crash
+- File integrity maintained
+- Ready for restore implementation
+
+### **PHASE 4: PERFORMANCE ANALYSIS**
+```bash
+# 1. Time execution
+time ./fractal_habit_nvme_craw
+
+# 2. Monitor GPU power (if nvidia-smi supports)
+nvidia-smi --query-gpu=power.draw --format=csv -l 1
+
+# 3. Compare with Beast performance
+#    Beast: RTX 4090, ~150W, 100k steps in ~3 minutes
+#    Target: GTX 1050, ~40-60W, estimate timing
+```
+
+**Success Criteria:**
+- Measure NVMe overhead (<10% ideal)
+- Record power consumption
+- Establish baseline for GTX 1050
+
+## 📊 **REPORTING REQUIREMENTS**
+After each phase, report:
+1. **Success/Failure** with error details if any
+2. **Checkpoint files**: Count, size, location
+3. **Performance metrics**: Time, power if measurable
+4. **Observations**: Any differences from Beast behavior
+5. **Recommendations**: For next phases or parameter adjustments
+
+## ⚠️ **CRITICAL CONSTRAINTS**
+- **DO NOT** modify mothballed original on Beast
+- **DO** test on actual GTX 1050 hardware
+- **DO** verify three-tiered memory hierarchy:
+  - GPU VRAM (active computation)
+  - System RAM (buffer in checkpoint function)  
+  - NVMe SSD (crystallized checkpoint)
+- **DO** document any compilation/runtime differences between CUDA 11.4 (craw) and 12.6 (Beast)
+
+## 🚨 **IMMEDIATE ACTION**
+**Begin Phase 1 now.** Report compilation results within 5 minutes.
+
+## 🔗 **CONTEXT**
+- **Beast status**: Original 1024×1024 working, NVMe version tested (checkpoint saved)
+- **Goal**: Verify NVMe hybridization works on different hardware/CUDA version
+- **Urgency**: Establish baseline before further experimentation
+
+**Start experimentation. Report frequently. No migration distractions - focus on NVMe testing on the-craw hardware.**