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#!/usr/bin/env bash
set -euo pipefail
ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
cd "${ROOT_DIR}"
export PYTHONPATH="${ROOT_DIR}:${PYTHONPATH:-}"
DEVICE="${DEVICE:-cuda:0}"
EPOCHS="${EPOCHS:-200}"
SEED="${SEED:-0}"
VIEWS="${VIEWS:-gin gine gcn graphsage gatv2 graphconv transformer pna gen film resgated tag sgc cheb arma mf appnp}"
mkdir -p runs logs
result_path() {
local view="$1"
local t="$2"
local ns="$3"
local view_tag=""
if [[ "${view}" != "gin" ]]; then
view_tag="_${view}"
fi
echo "runs/rec_rrog${view_tag}_full_sig0.0_K1_none_T${t}_ns${ns}_trace_s${SEED}.json"
}
run_cell() {
local view="$1"
local compute="$2"
local t="$3"
local ns="$4"
local out
out="$(result_path "${view}" "${t}" "${ns}")"
if [[ -f "${out}" ]]; then
echo "[skip] ${out}"
return
fi
echo "[run] zinc-cycle56 view=${view} compute=${compute} T=${t} ns=${ns} device=${DEVICE}"
python3 -m rrog.cli run \
--task zinc-cycle56 \
--view "${view}" \
--compute "${compute}" \
--epochs "${EPOCHS}" \
--T "${t}" \
--n_sup "${ns}" \
--seed "${SEED}" \
--device "${DEVICE}"
}
for view in ${VIEWS}; do
run_cell "${view}" classic 0 1
run_cell "${view}" fixed-rrog 1 3
done
python3 -m rrog.cli zinc-results --epochs "${EPOCHS}"
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