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Support parallel subgraph generating #703

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e928d8f
Fix typo.
Xreki May 11, 2026
2d33859
Rename and allow to config more arguments.
Xreki May 13, 2026
4666099
Merge branch 'develop' into support_parallel_subgraph_generate
Xreki May 14, 2026
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62 changes: 31 additions & 31 deletions graph_net/tools/generate_subgraph_dataset.sh
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Original file line number Diff line number Diff line change
@@ -1,20 +1,22 @@
#!/bin/bash
set -x

GRAPH_NET_ROOT=$(python3 -c "import graph_net; import os; print(os.path.dirname(os.path.dirname(graph_net.__file__)))")

MIN_SEQ_OPS=${1:-4}
MAX_SEQ_OPS=${2:-64}
GPU_ID=${3:-0}
GPU_ID=${3:-7}
MODEL_LIST=${5:-"$GRAPH_NET_ROOT/graph_net/config/torch100_samples_list.txt"}
DECOMPOSE_WORKSPACE=${4:-"/tmp/subgraph_dataset_workspace"}
USE_SUBPROCESS=${5:-1}

OP_RANGE=$MIN_SEQ_OPS-$MAX_SEQ_OPS

export CUDA_VISIBLE_DEVICES="${GPU_ID}"

GRAPH_NET_ROOT=$(python3 -c "import graph_net; import os; print(os.path.dirname(os.path.dirname(graph_net.__file__)))")
RESUME="true"

DECOMPOSE_WORKSPACE=/tmp/subgraph_dataset_workspace
OUTPUT_DIR=$DECOMPOSE_WORKSPACE/outputs
DB_PATH=$OUTPUT_DIR/GraphNet.db

DEVICE_REWRITED_SAMPLE_DIR=$DECOMPOSE_WORKSPACE/01_device_rewrited_samples
DIM_GENERALIZED_SAMPLE_DIR=$DECOMPOSE_WORKSPACE/02_dimension_generalized_samples
Expand All @@ -25,15 +27,15 @@ RENAMED_TYPICAL_SUBGRAPH_DIR=$DECOMPOSE_WORKSPACE/06_renamed_typical_subgraphs
DEDUP_TYPICAL_SUBGRAPH_DIR=$DECOMPOSE_WORKSPACE/07_deduplicated_typical_subgraphs

# fusible_subgraphs
CUMSUM_NUM_KERNELS_DIR=$DECOMPOSE_WORKSPACE/08_cumsum_num_kernels
FUSIBLE_SUBGRAPH_RANGE_DIR=$DECOMPOSE_WORKSPACE/09_fusible_subgraph_ranges
GROUPED_FUSIBLE_SUBGRAPH_RANGE_DIR=$DECOMPOSE_WORKSPACE/10_grouped_fusible_subgraph_ranges
DIM_GENERALIZED_FUSIBLE_SUBGRAPH_DIR=$DECOMPOSE_WORKSPACE/11_dimension_generalized_fusible_subgraphs
RENAMED_DIM_GENERALIZED_FUSIBLE_SUBGRAPH_DIR=$DECOMPOSE_WORKSPACE/12_renamed_dimension_generalized_fusible_subgraphs
DEDUP_DIM_GENERALIZED_FUSIBLE_SUBGRAPH_DIR=$DECOMPOSE_WORKSPACE/13_deduplicated_dimension_generalized_fusible_subgraphs
DTYPE_GENERALIZED_FUSIBLE_SUBGRAPH_DIR=$DECOMPOSE_WORKSPACE/14_dtype_generalized_fusible_subgraphs
BACKWARD_GRAPH_OUTPUT_DIR=$DECOMPOSE_WORKSPACE/15_backward_fusible_subgraphs
# FUSIBLE_SUBGRAPH_UNITTEST_DIR=$DECOMPOSE_WORKSPACE/16_fusible_subgraphs_unittests
CUMSUM_NUM_KERNELS_DIR=$DECOMPOSE_WORKSPACE/1-08_cumsum_num_kernels
FUSIBLE_SUBGRAPH_RANGE_DIR=$DECOMPOSE_WORKSPACE/1-09_fusible_subgraph_ranges
GROUPED_FUSIBLE_SUBGRAPH_RANGE_DIR=$DECOMPOSE_WORKSPACE/1-10_grouped_fusible_subgraph_ranges
DIM_GENERALIZED_FUSIBLE_SUBGRAPH_DIR=$DECOMPOSE_WORKSPACE/1-11_dimension_generalized_fusible_subgraphs
RENAMED_DIM_GENERALIZED_FUSIBLE_SUBGRAPH_DIR=$DECOMPOSE_WORKSPACE/1-12_renamed_dimension_generalized_fusible_subgraphs
DEDUP_DIM_GENERALIZED_FUSIBLE_SUBGRAPH_DIR=$DECOMPOSE_WORKSPACE/1-13_deduplicated_dimension_generalized_fusible_subgraphs
DTYPE_GENERALIZED_FUSIBLE_SUBGRAPH_DIR=$DECOMPOSE_WORKSPACE/1-14_dtype_generalized_fusible_subgraphs
BACKWARD_GRAPH_OUTPUT_DIR=$DECOMPOSE_WORKSPACE/1-15_backward_fusible_subgraphs
# FUSIBLE_SUBGRAPH_UNITTEST_DIR=$DECOMPOSE_WORKSPACE/16_fusible_kernelbench_unittests

# typical_subgraphs
DIM_GENERALIZED_TYPICAL_SUBGRAPH_DIR=$DECOMPOSE_WORKSPACE/2-08_dimension_generalized_typical_subgraphs
Expand All @@ -46,24 +48,22 @@ BACKWARD_GRAPH_TYPICAL_OUTPUT_DIR=$DECOMPOSE_WORKSPACE/2-12_backward_typical_sub
mkdir -p $DECOMPOSE_WORKSPACE
mkdir -p $OUTPUT_DIR

model_list="$GRAPH_NET_ROOT/graph_net/config/torch100_samples_list.txt"

device_rewrited_sample_list=${DECOMPOSE_WORKSPACE}/device_rewrited_sample_list.txt
range_decomposed_subgraph_list=${DECOMPOSE_WORKSPACE}/range_decomposed_subgraph_sample_list.txt
deduplicated_subgraph_list=${DECOMPOSE_WORKSPACE}/deduplicated_subgraph_sample_list.txt
range_decomposed_subgraph_list=${DECOMPOSE_WORKSPACE}/range_decomposed_subgraph_list.txt
deduplicated_subgraph_list=${DECOMPOSE_WORKSPACE}/deduplicated_subgraph_list.txt

# fusible_subgraphs
dimension_generalized_subgraph_list=${DECOMPOSE_WORKSPACE}/dimension_generalized_subgraph_sample_list.txt
deduplicated_fusible_subgraphs_list=${DECOMPOSE_WORKSPACE}/deduplicated_dimension_generalized_subgraph_sample_list.txt
dtype_generalized_subgraphs_list=${DECOMPOSE_WORKSPACE}/dtype_generalized_subgraphs_sample_list.txt
dimension_generalized_subgraph_list=${DECOMPOSE_WORKSPACE}/dimension_generalized_fusible_subgraph_list.txt
deduplicated_fusible_subgraphs_list=${DECOMPOSE_WORKSPACE}/deduplicated_dimension_generalized_fusible_subgraph_list.txt
dtype_generalized_subgraphs_list=${DECOMPOSE_WORKSPACE}/dtype_generalized_fusible_subgraph_list.txt

# typical_subgraphs
dimension_generalized_typical_subgraph_list=${DECOMPOSE_WORKSPACE}/dimension_generalized_typical_subgraph_list.txt
deduplicated_typical_subgraph_list=${DECOMPOSE_WORKSPACE}/deduplicated_dimension_generalized_typical_subgraph_list.txt
dtype_generalized_typical_subgraph_list=${DECOMPOSE_WORKSPACE}/dtype_generalized_typical_subgraph_list.txt


if [[ "$model_list" == *"/torch_samples_list.txt" ]]; then
if [[ "$USE_SUBPROCESS" == "1" ]]; then
USE_SUBPROCESS_ARGS="--use-subprocess"
else
USE_SUBPROCESS_ARGS=""
Expand All @@ -85,7 +85,7 @@ function generate_subgraph_list() {
local sample_list="$2"
echo ">>> Generate subgraph_sample_list for samples under ${target_dir}."
echo ">>>"
cat $model_list \
cat $MODEL_LIST \
| grep -v '# ' \
| xargs -I {} find ${target_dir}/{} -name "model.py" \
| xargs dirname \
Expand All @@ -97,7 +97,7 @@ function rewrite_device() {
echo ">>> [1] Rewrite devices for subgraph samples under ${GRAPH_NET_ROOT}."
echo ">>>"
python3 -m graph_net.model_path_handler \
--model-path-list ${model_list} \
--model-path-list ${MODEL_LIST} \
--handler-config=$(base64 -w 0 <<EOF
{
"handler_path": "$GRAPH_NET_ROOT/graph_net/torch/sample_pass/device_rewrite_sample_pass.py",
Expand Down Expand Up @@ -131,14 +131,14 @@ function dimension_generalizer(){
}
EOF
)
cp -rf $DEVICE_REWRITED_SAMPLE_DIR $DIM_GENERALIZED_SAMPLE_DIR/9
cp -rf $DEVICE_REWRITED_SAMPLE_DIR/* $DIM_GENERALIZED_SAMPLE_DIR/9/
}

function generate_op_names() {
echo ">>> [3] Generate op_names.txt for samples in ${model_list}."
echo ">>> [3] Generate op_names.txt for samples in ${MODEL_LIST}."
echo ">>>"
python3 -m graph_net.model_path_handler ${USE_SUBPROCESS_ARGS} \
--model-path-list $model_list \
--model-path-list $MODEL_LIST \
--handler-config=$(base64 -w 0 <<EOF
{
"handler_path": "$GRAPH_NET_ROOT/graph_net/torch/sample_pass/op_names_extractor.py",
Expand All @@ -154,11 +154,11 @@ EOF
}

function generate_split_point() {
echo ">>> [4] Generate subgraph_ranges.json for samples in ${model_list}."
echo ">>> [4] Generate subgraph_ranges.json for samples in ${MODEL_LIST}."
echo ">>> MIN_SEQ_OPS: ${MIN_SEQ_OPS}, MAX_SEQ_OPS: ${MAX_SEQ_OPS}"
echo ">>>"
python3 -m graph_net.apply_sample_pass \
--model-path-list $model_list \
--model-path-list $MODEL_LIST \
--sample-pass-file-path $GRAPH_NET_ROOT/graph_net/torch/sample_pass/typical_sequence_split_points.py \
--sample-pass-class-name TypicalSequenceSplitPointsGenerator \
--sample-pass-config=$(base64 -w 0 <<EOF
Expand Down Expand Up @@ -599,7 +599,7 @@ function generate_fusible_subgraphs() {
generate_generalized_subgraph_list ${DTYPE_GENERALIZED_FUSIBLE_SUBGRAPH_DIR} ${dtype_generalized_subgraphs_list}

# extract backward graphs (train_forward, train_backward, eval_forward)
backward_graph_extractor 2>&1 | tee ${DECOMPOSE_WORKSPACE}/log_backward_graph_extractor_fusible_${suffix}.txt
# backward_graph_extractor 2>&1 | tee ${DECOMPOSE_WORKSPACE}/log_backward_graph_extractor_${suffix}.txt

# generate kernelbench format unittest
# generate_unittests 2>&1 | tee ${DECOMPOSE_WORKSPACE}/log_unittests_${suffix}.txt
Expand All @@ -622,7 +622,7 @@ function generate_typical_subgraphs() {
generate_generalized_subgraph_list ${DTYPE_GENERALIZED_TYPICAL_SUBGRAPH_DIR} ${dtype_generalized_typical_subgraph_list}

# extract backward graphs (train_forward, train_backward, eval_forward)
backward_graph_extractor_typical 2>&1 | tee ${DECOMPOSE_WORKSPACE}/log_backward_graph_extractor_typical_${suffix}.txt
#backward_graph_extractor_typical 2>&1 | tee ${DECOMPOSE_WORKSPACE}/log_backward_graph_extractor_typical_${suffix}.txt

# generate kernelbench format unittest
# generate_unittest_for_typical_subgraphs 2>&1 | tee ${DECOMPOSE_WORKSPACE}/log_unittests_typical_subgraphs_${suffix}.txt
Expand All @@ -643,7 +643,7 @@ function main() {
}

function summary() {
num_original_samples=`cat $model_list | grep "^samples/" | wc -l`
num_original_samples=`cat $MODEL_LIST | grep "^samples/" | wc -l`
echo "Number of original graphnet samples: $num_original_samples"

num_device_rewrited_samples=`find ${DEVICE_REWRITED_SAMPLE_DIR} -name "model.py" | wc -l`
Expand Down
2 changes: 1 addition & 1 deletion sqlite/graphsample_insert.py
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Original file line number Diff line number Diff line change
Expand Up @@ -457,7 +457,7 @@ def insert_one_sample(
except sqlite3.IntegrityError as e:
session.rollback()
print(
"insert {sample_type} failed: integrity error (possible duplicate uuid or graph_hash)"
f"insert {sample_type} failed: integrity error (possible duplicate uuid or graph_hash)"
)
print(f"error info: {e}")
successed = False
Expand Down
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