rpotter6298
57 lines
1.9 KiB
Bash
Executable File
57 lines
1.9 KiB
Bash
Executable File
#!/usr/bin/env bash
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set -euo pipefail
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# Usage:
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# bash scripts/run_se_sweep.sh --epochs 50 --n-splits 5 --batch-size 8 --eval_mode multiclass [extra args]
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#
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# This will launch a series of runs covering the grid from the slide:
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# - Bridge-only R8/R16/R32 (normalized and non-normalized)
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# - Tower-only R8/R16/R32 (normalized and non-normalized)
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# - Tower+Bridge R8/R16/R32 (normalized and non-normalized)
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ARGS=("$@")
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run() {
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local SHORT="$1"; shift
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echo "=== Running: $SHORT ==="
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# Skip if a summary for this shortname already exists
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if ls "analysis_data/${SHORT}_"*.md >/dev/null 2>&1; then
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echo "… skipping ${SHORT} (summary already present)"
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return 0
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fi
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python3 scripts/run_multifold.py \
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--shortname "$SHORT" \
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"$@" \
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"${ARGS[@]}" || true
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}
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# Bridge-only (normalized + non-normalized)
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for R in 8 16 32; do
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run "se_bridge_R${R}_norm" --se-where bridge --se-reduction ${R} --se-pre-norm --checkpoint-best
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run "se_bridge_R${R}_nonorm" --se-where bridge --se-reduction ${R} --no-se-pre-norm --checkpoint-best
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done
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# Tower-only (normalized + non-normalized)
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for R in 8 16 32; do
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run "se_tower_R${R}_norm" \
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--se-where tower --se-reduction-tower ${R} --se-pre-norm-tower \
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--checkpoint-best
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run "se_tower_R${R}_nonorm" \
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--se-where tower --se-reduction-tower ${R} --no-se-pre-norm-tower \
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--checkpoint-best
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done
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# Tower+Bridge (normalized + non-normalized)
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for R in 8 16 32; do
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# normalized (both pre-norm on)
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run "se_tower_bridge_R${R}_norm" \
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--se-where both --se-reduction ${R} --se-reduction-tower ${R} \
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--se-pre-norm --se-pre-norm-tower --checkpoint-best
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# non-normalized (both pre-norm off)
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run "se_tower_bridge_R${R}_nonorm" \
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--se-where both --se-reduction ${R} --se-reduction-tower ${R} \
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--no-se-pre-norm --no-se-pre-norm-tower --checkpoint-best
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done
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echo "Sweep submitted. Check analysis_data/* and models/* for outputs."
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