1 files changed, 65 insertions, 0 deletions
diff --git a/scripts/run_depth_experiment_shd.sbatch b/scripts/run_depth_experiment_shd.sbatch
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index 0000000..060bbe1
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+++ b/scripts/run_depth_experiment_shd.sbatch
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+#!/bin/bash
+#SBATCH --job-name=snn_depth_shd
+#SBATCH --account=bfqt-delta-gpu
+#SBATCH --partition=gpuA40x4
+#SBATCH --nodes=1
+#SBATCH --ntasks=1
+#SBATCH --cpus-per-task=8
+#SBATCH --gpus-per-node=1
+#SBATCH --mem=64G
+#SBATCH --time=04:00:00
+#SBATCH --output=runs/slurm_logs/%j_depth_shd.out
+#SBATCH --error=runs/slurm_logs/%j_depth_shd.err
+
+# ============================================================
+# Depth Comparison Experiment with SHD Dataset
+# ============================================================
+# Full experiment with real neuromorphic data (Spiking Heidelberg Digits)
+#
+# Usage:
+#   sbatch scripts/run_depth_experiment_shd.sbatch
+# ============================================================
+
+set -e
+
+EPOCHS=${EPOCHS:-50}
+DEPTHS=${DEPTHS:-"1 2 3 4 6 8"}
+HIDDEN_DIM=${HIDDEN_DIM:-256}
+LAMBDA_REG=${LAMBDA_REG:-0.1}
+LR=${LR:-0.001}
+SEED=${SEED:-42}
+
+PROJECT_DIR="/projects/bfqt/users/yurenh2/ml-projects/snn-training"
+cd "$PROJECT_DIR"
+
+mkdir -p runs/slurm_logs
+
+echo "============================================================"
+echo "SHD Depth Comparison Experiment"
+echo "Job ID: $SLURM_JOB_ID | Node: $SLURM_NODELIST"
+echo "Start: $(date)"
+echo "============================================================"
+nvidia-smi --query-gpu=name,memory.total --format=csv,noheader
+echo "============================================================"
+
+python files/experiments/depth_comparison.py \
+    --epochs $EPOCHS \
+    --depths $DEPTHS \
+    --hidden_dim $HIDDEN_DIM \
+    --lambda_reg $LAMBDA_REG \
+    --lr $LR \
+    --seed $SEED \
+    --cfg data_io/configs/shd.yaml \
+    --out_dir runs/depth_comparison_shd \
+    --device cuda
+
+# Generate plots
+LATEST_RUN=$(ls -td runs/depth_comparison_shd/*/ 2>/dev/null | head -1)
+if [ -n "$LATEST_RUN" ]; then
+    echo "Generating plots..."
+    python files/experiments/plot_depth_comparison.py --results_dir "$LATEST_RUN"
+fi
+
+echo "============================================================"
+echo "Finished: $(date)"
+echo "============================================================"