Add depends install and test scripts

Author: baominghelly

scripts/README.md

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+# Testing Scripts
+
+Unified test execution scripts for InfiniMetrics.
+
+## 🚀 Quick Start
+
+```bash
+# Run tests with input file(s)
+./scripts/run_tests.sh test.json
+
+# Run tests in a directory
+./scripts/run_tests.sh test_dir/
+
+# Run multiple input files
+./scripts/run_tests.sh test1.json test2.json test3.json
+```
+
+## 📁 Structure
+
+```
+scripts/
+├── run_tests.sh               # Unified test execution script
+└── common/                    # Shared utilities
+    ├── install_deps.sh        # Dependency management (check + install)
+    └── prepare_env.sh         # Environment preparation functions
+```
+
+## 📝 Script Organization
+
+### Main Script: `run_tests.sh`
+
+Unified test execution script with automatic dependency management.
+
+**Usage (Direct Execution):**
+```bash
+./scripts/run_tests.sh [OPTIONS] <input_paths...>
+```
+
+**Usage (Source Mode - Environment Variables Persist):**
+```bash
+source scripts/run_tests.sh
+run_tests [OPTIONS] <input_paths...>
+```
+
+**Options:**
+```bash
+--check <types>   Check specific dependencies before running (comma-separated)
+                   Types: hardware, operator, all
+--no-check        Skip dependency checking
+--help, -h        Show help message
+```
+
+**Input paths:**
+- Can be JSON files or directories
+
+**Examples:**
+```bash
+# Direct execution (recommended for CI/automation)
+./scripts/run_tests.sh test.json
+./scripts/run_tests.sh test_dir/
+./scripts/run_tests.sh test1.json test2.json
+./scripts/run_tests.sh --check hardware test.json
+
+# Source mode (recommended for development)
+source scripts/run_tests.sh
+run_tests test.json
+run_tests --check all test.json
+```
+
+### Common Functions (`common/`)
+
+**`install_deps.sh`**: Unified dependency management (check + install)
+
+Can be used standalone or sourced by other scripts.
+
+**Standalone usage:**
+```bash
+# Install specific component
+export INFINICORE_PATH="/path/to/InfiniCore"
+source scripts/common/install_deps.sh operator   # Install InfiniCore
+source scripts/common/install_deps.sh hardware   # Build CUDA benchmark
+source scripts/common/install_deps.sh all        # Install everything
+```
+
+**Components:**
+- `operator` - InfiniCore (operator testing)
+- `hardware` - CUDA memory benchmark (hardware testing)
+
+**Checking functions** (available when sourced):
+- `check_cuda` - Check NVIDIA CUDA toolkit
+- `check_infinicore` - Check InfiniCore package
+
+**Installation functions** (available when sourced):
+- `install_infinicore` - Install InfiniCore from source
+- `install_hardware` - Build CUDA memory benchmark
+
+**`prepare_env.sh`**: Environment preparation functions
+- `log_test_start` - Log test start message with timestamp
+- `log_test_end` - Log test completion with exit code
+- `cleanup_on_error` - Error trap handler
+- `get_timestamp` - Get current timestamp
+
+## 📊 Output
+
+All test results are saved to:
+```
+output/
+```
+
+## ⚠️ Requirements
+
+- Python 3.10+
+- Bash 4.0+
+- CUDA toolkit (for CUDA hardware tests)
+- InfiniCore source (for operator tests)