mirror of
https://github.com/MLSysBook/TinyTorch.git
synced 2026-03-10 03:52:10 -05:00
2cdde18101
Major changes: - Moved TinyGPT from Module 16 to examples/tinygpt (capstone demo) - Fixed Module 10 (optimizers) and Module 11 (training) bugs - All 16 modules now passing tests (100% health) - Added comprehensive testing with 'tito test --comprehensive' - Renamed example files for clarity (train_xor_network.py, etc.) - Created working TinyGPT example structure - Updated documentation to reflect 15 core modules + examples - Added KISS principle and testing framework documentation
267 lines
10 KiB
Python
267 lines
10 KiB
Python
#!/usr/bin/env python3
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"""
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🧪 TinyTorch Comprehensive Test Runner
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This script runs ALL tests to give students a complete picture of their progress:
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1. Individual module tests (check each module works)
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2. Integration tests (check modules work together)
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3. Package tests (check examples work as expected)
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Perfect for students to check their work at any stage!
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"""
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import os
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import sys
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import subprocess
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import time
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from pathlib import Path
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from rich.console import Console
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from rich.table import Table
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from rich.panel import Panel
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from rich.progress import Progress, SpinnerColumn, TextColumn, BarColumn, TaskProgressColumn
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console = Console()
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# Add project root to path
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sys.path.insert(0, str(Path(__file__).parent.parent))
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class TestRunner:
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"""Comprehensive test runner for TinyTorch students."""
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def __init__(self):
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self.results = {
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'modules': {},
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'integration': {},
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'examples': {}
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}
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self.start_time = time.time()
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def run_all_tests(self):
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"""Run all test categories and provide comprehensive report."""
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console.print(Panel.fit(
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"🧪 [bold blue]TinyTorch Comprehensive Test Suite[/bold blue]\n"
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"[dim]Testing modules, integration, and examples...[/dim]",
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border_style="blue"
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))
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# Run all test categories
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self.test_modules()
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self.test_integration()
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self.test_examples()
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# Show final comprehensive report
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self.show_final_report()
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return self._calculate_overall_health() >= 0.7
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def test_modules(self):
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"""Test all individual modules using tito test."""
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console.print("\n📚 [bold]Testing Individual Modules[/bold]")
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try:
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with console.status("Running tito test --all..."):
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result = subprocess.run([
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sys.executable, "./bin/tito", "test", "--all", "--summary"
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], capture_output=True, text=True, timeout=300)
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if result.returncode == 0:
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# Parse the summary output to get individual module results
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output_lines = result.stdout.split('\n')
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success_rate = "100.0%" in result.stdout
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self.results['modules']['all_modules'] = {
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'status': 'PASS' if success_rate else 'PARTIAL',
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'output': result.stdout,
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'error': result.stderr,
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'summary': f"Modules test via tito: {'PASS' if success_rate else 'PARTIAL'}"
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}
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# Extract individual results if available
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for line in output_lines:
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if '✅' in line and 'All tests passed' in line:
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module = line.split()[0]
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self.results['modules'][module] = {'status': 'PASS'}
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elif '❌' in line:
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module = line.split()[0] if line.split() else 'unknown'
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self.results['modules'][module] = {'status': 'FAIL'}
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else:
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self.results['modules']['all_modules'] = {
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'status': 'FAIL',
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'output': result.stdout,
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'error': result.stderr,
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'summary': "Module tests failed"
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}
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except Exception as e:
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self.results['modules']['all_modules'] = {
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'status': 'ERROR',
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'output': '',
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'error': str(e),
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'summary': f"Error running module tests: {e}"
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}
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def test_integration(self):
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"""Test integration between modules."""
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console.print("\n🔗 [bold]Testing Module Integration[/bold]")
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integration_tests = [
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"tests/integration/run_integration_tests.py",
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"tests/integration/test_basic_integration.py"
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]
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for test_path in integration_tests:
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test_name = os.path.basename(test_path).replace('.py', '')
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if os.path.exists(test_path):
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try:
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with console.status(f"Running {test_name}..."):
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result = subprocess.run([
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sys.executable, test_path
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], capture_output=True, text=True, timeout=60)
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self.results['integration'][test_name] = {
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'status': 'PASS' if result.returncode == 0 else 'FAIL',
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'output': result.stdout,
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'error': result.stderr
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}
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except Exception as e:
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self.results['integration'][test_name] = {
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'status': 'ERROR',
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'output': '',
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'error': str(e)
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}
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def test_examples(self):
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"""Test example scripts (package functionality)."""
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console.print("\n🚀 [bold]Testing Examples (Package Tests)[/bold]")
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examples = [
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("XOR Training", "examples/xornet/train_with_dashboard.py"),
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("CIFAR-10 Baseline", "examples/cifar10/random_baseline.py"),
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]
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for name, example_path in examples:
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if os.path.exists(example_path):
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try:
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with console.status(f"Running {name}..."):
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timeout = 15 if 'train' in example_path else 30
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result = subprocess.run([
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sys.executable, example_path
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], capture_output=True, text=True, timeout=timeout)
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status = 'PASS' if result.returncode == 0 else 'PARTIAL'
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if 'ERROR' in result.stderr.upper():
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status = 'FAIL'
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self.results['examples'][name] = {
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'status': status,
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'output': result.stdout[-300:] if result.stdout else '',
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'error': result.stderr[-200:] if result.stderr else ''
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}
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except subprocess.TimeoutExpired:
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self.results['examples'][name] = {
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'status': 'PARTIAL',
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'output': 'Started successfully (timed out for demo)',
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'error': ''
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}
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except Exception as e:
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self.results['examples'][name] = {
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'status': 'ERROR',
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'output': '',
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'error': str(e)
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}
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def show_final_report(self):
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"""Show comprehensive final report."""
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elapsed_time = time.time() - self.start_time
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console.print(f"\n⏱️ [dim]Total test time: {elapsed_time:.1f}s[/dim]\n")
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# Module Results
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console.print("📚 [bold]Module Test Results[/bold]")
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for name, result in self.results['modules'].items():
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status_style = 'green' if result['status'] == 'PASS' else 'red'
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status_icon = '✅' if result['status'] == 'PASS' else '❌'
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console.print(f" {status_icon} [{status_style}]{name}[/{status_style}]")
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# Integration Results
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if self.results['integration']:
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console.print("\n🔗 [bold]Integration Test Results[/bold]")
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for test_name, result in self.results['integration'].items():
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status_style = 'green' if result['status'] == 'PASS' else 'red'
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status_icon = '✅' if result['status'] == 'PASS' else '❌'
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console.print(f" {status_icon} [{status_style}]{test_name}[/{status_style}]")
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# Example Results
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if self.results['examples']:
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console.print("\n🚀 [bold]Example Test Results[/bold]")
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for example_name, result in self.results['examples'].items():
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status_style = {
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'PASS': 'green',
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'PARTIAL': 'yellow',
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'FAIL': 'red'
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}.get(result['status'], 'red')
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status_icon = {
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'PASS': '✅',
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'PARTIAL': '⚠️',
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'FAIL': '❌'
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}.get(result['status'], '❌')
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console.print(f" {status_icon} [{status_style}]{example_name}[/{status_style}]")
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# Summary Statistics
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overall_health = self._calculate_overall_health()
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console.print(Panel.fit(
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f"📊 [bold]Summary Statistics[/bold]\n\n"
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f"🎯 [bold]Overall TinyTorch Health: {overall_health:.1%}[/bold]\n\n"
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f"{'🎉 Excellent! Everything is working great!' if overall_health >= 0.9 else '👍 Good progress! Most things working.' if overall_health >= 0.7 else '⚠️ Some issues need attention.' if overall_health >= 0.5 else '🔧 Several components need fixing.'}",
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border_style="green" if overall_health >= 0.7 else "yellow" if overall_health >= 0.5 else "red"
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))
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def _calculate_overall_health(self):
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"""Calculate overall TinyTorch health percentage."""
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all_results = []
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# Add module results
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for result in self.results['modules'].values():
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all_results.append(1 if result['status'] in ['PASS', 'PARTIAL'] else 0)
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# Add integration results
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for result in self.results['integration'].values():
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all_results.append(1 if result['status'] == 'PASS' else 0)
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# Add example results
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for result in self.results['examples'].values():
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all_results.append(1 if result['status'] in ['PASS', 'PARTIAL'] else 0)
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return sum(all_results) / len(all_results) if all_results else 0.0
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def main():
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"""Main entry point."""
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import argparse
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parser = argparse.ArgumentParser(description="🧪 TinyTorch Comprehensive Test Runner")
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parser.add_argument("--verbose", "-v", action="store_true",
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help="Show detailed output from tests")
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args = parser.parse_args()
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# Change to project root directory
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project_root = Path(__file__).parent.parent
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os.chdir(project_root)
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runner = TestRunner()
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success = runner.run_all_tests()
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sys.exit(0 if success else 1)
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if __name__ == "__main__":
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main() |