This is a quick test for annotation pipeline of hico

scripts/pipeline_hico_test.sh

@@ -0,0 +1,71 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+export PYTHONPATH="${PYTHONPATH:-}:./"
+
+DATA_PATH=../datasets/HICO-Det
+
+LONG_MODEL_PATH=./model_weights/qwen3_30b_vl_instruct/models
+REFINE_MODEL_PATH=./model_weights/qwen3_8b_vl_instruct
+EXAMINE_MODEL_PATH=./model_weights/qwen3_30b_vl_instruct/models
+
+LONG_GPU_IDS=0,1
+REFINE_GPU_IDS=0,1
+EXAMINE_GPU_IDS=0,1
+
+LONG_NPROC=2
+REFINE_NPROC=2
+EXAMINE_NPROC=2
+
+LONG_OUT_DIR=outputs/pipeline/long
+REFINE_OUT_DIR=outputs/pipeline/refine
+EXAMINE_OUT_DIR=outputs/pipeline/examine
+
+MERGED_LONG_JSON=outputs/pipeline/merged_long.json
+MERGED_REFINE_JSON=outputs/pipeline/merged_refine.json
+MERGED_EXAMINE_JSON=outputs/pipeline/merged_examine.json
+
+mkdir -p "${LONG_OUT_DIR}" "${REFINE_OUT_DIR}" "${EXAMINE_OUT_DIR}"
+
+CUDA_VISIBLE_DEVICES=${LONG_GPU_IDS} OMP_NUM_THREADS=1 torchrun --nnodes=1 --nproc_per_node=${LONG_NPROC} --master_port=25011 \
+    tools/annotate_hico.py \
+    --model-path "${LONG_MODEL_PATH}" \
+    --data-path "${DATA_PATH}" \
+    --output-dir "${LONG_OUT_DIR}" \
+    --max-samples 5
+
+python3 tools/merge_json_outputs.py \
+    --input-dir "${LONG_OUT_DIR}" \
+    --pattern "labels_*.json" \
+    --output-path "${MERGED_LONG_JSON}"
+
+CUDA_VISIBLE_DEVICES=${REFINE_GPU_IDS} OMP_NUM_THREADS=1 torchrun --nnodes=1 --nproc_per_node=${REFINE_NPROC} --master_port=25012 \
+    tools/refine_hico.py \
+    --model-path "${REFINE_MODEL_PATH}" \
+    --data-path "${DATA_PATH}" \
+    --annotation-path "${MERGED_LONG_JSON}" \
+    --output-dir "${REFINE_OUT_DIR}" \
+    --max-samples 5
+
+python3 tools/merge_json_outputs.py \
+    --input-dir "${REFINE_OUT_DIR}" \
+    --pattern "refine_labels_*.json" \
+    --output-path "${MERGED_REFINE_JSON}"
+
+CUDA_VISIBLE_DEVICES=${EXAMINE_GPU_IDS} OMP_NUM_THREADS=1 torchrun --nnodes=1 --nproc_per_node=${EXAMINE_NPROC} --master_port=25013 \
+    tools/examine_hico.py \
+    --model-path "${EXAMINE_MODEL_PATH}" \
+    --data-path "${DATA_PATH}" \
+    --annotation-path "${MERGED_REFINE_JSON}" \
+    --output-dir "${EXAMINE_OUT_DIR}" \
+    --max-samples 5
+
+python3 tools/merge_json_outputs.py \
+    --input-dir "${EXAMINE_OUT_DIR}" \
+    --pattern "examiner_labels_*.json" \
+    --output-path "${MERGED_EXAMINE_JSON}"
+
+echo "Pipeline complete."
+echo "Long descriptions: ${MERGED_LONG_JSON}"
+echo "Refined descriptions: ${MERGED_REFINE_JSON}"
+echo "Examiner results: ${MERGED_EXAMINE_JSON}"