add a test script for fx graph module Unserialization (#450)

* init 'symbolic_dimension_reifier' field in graph_net.json

* remove unused files

* add fx_graph_module_unserialize_test.sh

Author: lixinqi

graph_net/test/fx_graph_module_unserialize_test.sh

@@ -0,0 +1,74 @@
+#!/bin/bash
+set -x
+
+GRAPH_NET_ROOT=$(python3 -c "import graph_net; import os; print(os.path.dirname(os.path.dirname(graph_net.__file__)))")
+DECOMPOSE_PATH=/tmp/decompose_workspace
+# DECOMPOSE_PATH=$GRAPH_NET_ROOT/decompose_test_level5_100
+
+mkdir -p "$DECOMPOSE_PATH"
+
+model_list="$GRAPH_NET_ROOT/graph_net/config/torch_samples_list.txt"
+# model_list="$GRAPH_NET_ROOT/graph_net/test/dev_model_list/validation_error_model_list.txt"
+
+python3 -m graph_net.model_path_handler \
+    --model-path-list $model_list \
+    --handler-config=$(base64 -w 0 <<EOF
+{
+    "handler_path": "$GRAPH_NET_ROOT/graph_net/torch/graph_decomposer.py",
+    "handler_class_name": "NaiveDecomposerExtractor",
+    "handler_config": {
+        "resume": true,
+        "model_path_prefix": "$GRAPH_NET_ROOT",
+        "output_dir": "$DECOMPOSE_PATH",
+        "split_positions": [],
+        "chain_style": false,
+        "group_head_and_tail": true
+    }
+}
+EOF
+)
+
+device_rewrite_sample_list=$DECOMPOSE_PATH/device_rewrite_sample_list.txt
+cat $model_list \
+    | grep -v '# ' \
+    | xargs -I {} find $DECOMPOSE_PATH/{} -name "model.py" \
+    | xargs dirname \
+    | xargs realpath --relative-to=$DECOMPOSE_PATH \
+    | tee $device_rewrite_sample_list
+
+DEVICE_REWRITE_WORKSPACE=$DECOMPOSE_PATH/device_rewrite
+
+python3 -m graph_net.model_path_handler \
+    --model-path-list $device_rewrite_sample_list \
+    --handler-config $(base64 -w 0 <<EOF
+{
+    "handler_path": "$GRAPH_NET_ROOT/graph_net/torch/sample_passes/device_rewrite_sample_pass.py",
+    "handler_class_name": "DeviceRewriteSamplePass",
+    "handler_config": {
+        "device": "cuda",
+        "resume": false,
+        "model_path_prefix": "$DECOMPOSE_PATH",
+        "output_dir": "$DEVICE_REWRITE_WORKSPACE"
+    }
+}
+EOF
+)
+
+
+python3 -m graph_net.torch.test_compiler \
+    --model-path-prefix $GRAPH_NET_ROOT \
+    --allow-list $model_list \
+    --compiler range_decomposer_validator \
+    --device cuda \
+    --config $(base64 -w 0 <<EOF
+{
+    "model_path_prefix": "$GRAPH_NET_ROOT",
+    "decomposed_root": "$DEVICE_REWRITE_WORKSPACE"
+}
+EOF
+) \
+    2>&1 | tee "$DECOMPOSE_PATH/validation.log"
+
+python3 -m graph_net.plot_ESt \
+    --benchmark-path "$DECOMPOSE_PATH/validation.log" \
+    --output-dir "$DECOMPOSE_PATH"