Spaces:
Runtime error
Runtime error
File size: 8,841 Bytes
684cc60 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 |
"""
Basic Rendering Test Example
This example demonstrates basic rendering capabilities of the vGPU,
including creating framebuffers, drawing primitives, and displaying output.
"""
import asyncio
import sys
import os
# Add parent directory to path to import vGPU modules
sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from vgpu import VirtualGPU, TaskType
from vram import VRAM
from driver import GPUDriver, CommandType
from render import Renderer
from ai import AIAccelerator
from display import DisplayManager, DisplayMode
from shader import ShaderManager
import numpy as np
async def basic_rendering_test():
"""Test basic rendering functionality of the vGPU."""
print("Starting Basic Rendering Test...")
print("=" * 50)
# Initialize components
print("Initializing vGPU components...")
# Create VRAM (1GB for testing)
vram = VRAM(memory_size_gb=1)
print(f"✓ VRAM initialized: {vram.get_stats()['total_memory_gb']} GB")
# Create renderer
renderer = Renderer(vram)
print("✓ Renderer initialized")
# Create AI accelerator
ai_accelerator = AIAccelerator(vram)
print("✓ AI Accelerator initialized")
# Create vGPU with 800 SMs and 50,000 cores
vgpu = VirtualGPU(num_sms=800, total_cores=50000)
vgpu.set_modules(vram, renderer, ai_accelerator, None)
print(f"✓ vGPU initialized: {vgpu.num_sms} SMs, {vgpu.total_cores} cores")
# Create driver
driver = GPUDriver(vgpu)
vgpu.driver = driver
print("✓ GPU Driver initialized")
# Create display manager
display_manager = DisplayManager(vram)
print("✓ Display Manager initialized")
# Create shader manager
shader_manager = ShaderManager()
print("✓ Shader Manager initialized")
print("\nComponent initialization complete!")
print("=" * 50)
# Create framebuffer
print("\nCreating framebuffer...")
fb_id = driver.create_framebuffer(800, 600, 3, "main_framebuffer")
await driver.process_commands()
framebuffer = vram.get_framebuffer("main_framebuffer")
if framebuffer:
print(f"✓ Framebuffer created: {framebuffer.width}x{framebuffer.height}")
display_manager.set_active_framebuffer("main_framebuffer")
else:
print("✗ Failed to create framebuffer")
return
# Add file display for saving frames
file_display = display_manager.add_display("file", DisplayMode.FILE,
output_dir="./test_output")
print("✓ File display added")
# Test 1: Clear screen
print("\nTest 1: Clear screen")
driver.clear_screen((64, 128, 255)) # Blue background
await driver.process_commands()
await vgpu.tick()
await display_manager.update_displays()
print("✓ Screen cleared to blue")
# Test 2: Draw rectangles
print("\nTest 2: Draw rectangles")
driver.draw_rectangle(100, 100, 200, 150, (255, 0, 0)) # Red rectangle
driver.draw_rectangle(300, 200, 150, 100, (0, 255, 0)) # Green rectangle
driver.draw_rectangle(500, 50, 100, 200, (255, 255, 0)) # Yellow rectangle
await driver.process_commands()
await vgpu.tick()
await display_manager.update_displays()
print("✓ Rectangles drawn")
# Test 3: Draw with shader
print("\nTest 3: Apply shader effects")
# Set grayscale shader
grayscale_shader = shader_manager.get_shader("grayscale")
renderer.set_shader(grayscale_shader)
# Draw some shapes with shader
driver.draw_rectangle(50, 400, 100, 100, (255, 0, 255)) # Magenta (will be grayscale)
driver.draw_rectangle(200, 450, 80, 80, (0, 255, 255)) # Cyan (will be grayscale)
await driver.process_commands()
await vgpu.tick()
await display_manager.update_displays()
print("✓ Shapes drawn with grayscale shader")
# Test 4: Remove shader and draw more
print("\nTest 4: Remove shader and draw more shapes")
renderer.set_shader(None) # Remove shader
# Draw circles using line approximation
center_x, center_y = 400, 400
radius = 50
for angle in range(0, 360, 10):
x1 = center_x + int(radius * np.cos(np.radians(angle)))
y1 = center_y + int(radius * np.sin(np.radians(angle)))
x2 = center_x + int(radius * np.cos(np.radians(angle + 10)))
y2 = center_y + int(radius * np.sin(np.radians(angle + 10)))
# Draw line segment
renderer.draw_line("main_framebuffer", x1, y1, x2, y2, (255, 255, 255))
await display_manager.update_displays()
print("✓ Circle drawn using line segments")
# Test 5: Performance test
print("\nTest 5: Performance test - drawing many pixels")
start_time = asyncio.get_event_loop().time()
# Draw a pattern of pixels
for y in range(500, 550):
for x in range(600, 700):
color_r = (x - 600) * 255 // 100
color_g = (y - 500) * 255 // 50
color_b = 128
driver.draw_pixel(x, y, (color_r, color_g, color_b))
await driver.process_commands()
# Process multiple ticks to handle all the pixel drawing tasks
for _ in range(10):
await vgpu.tick()
end_time = asyncio.get_event_loop().time()
await display_manager.update_displays()
pixels_drawn = 50 * 100 # 5000 pixels
time_taken = end_time - start_time
print(f"✓ Drew {pixels_drawn:,} pixels in {time_taken:.3f}s "
f"({pixels_drawn/time_taken:.0f} pixels/sec)")
# Test 6: AI operations
print("\nTest 6: AI matrix operations")
# Create test matrices
matrix_a = np.random.rand(100, 50).astype(np.float32)
matrix_b = np.random.rand(50, 75).astype(np.float32)
# Load matrices into vGPU
a_id = ai_accelerator.load_matrix(matrix_a, "test_matrix_a")
b_id = ai_accelerator.load_matrix(matrix_b, "test_matrix_b")
# Perform matrix multiplication
result_id = ai_accelerator.matrix_multiply(a_id, b_id, "result_matrix")
if result_id:
result = ai_accelerator.get_matrix(result_id)
expected = np.dot(matrix_a, matrix_b)
if np.allclose(result, expected, rtol=1e-5):
print(f"✓ Matrix multiplication successful: {matrix_a.shape} x {matrix_b.shape} = {result.shape}")
else:
print("✗ Matrix multiplication result incorrect")
else:
print("✗ Matrix multiplication failed")
# Final statistics
print("\n" + "=" * 50)
print("FINAL STATISTICS")
print("=" * 50)
# vGPU stats
vgpu_stats = vgpu.get_stats()
print(f"vGPU Statistics:")
print(f" Clock cycles: {vgpu_stats['clock_cycle']:,}")
print(f" Tasks processed: {vgpu_stats['total_tasks_processed']:,}")
print(f" Busy SMs: {vgpu_stats['busy_sms']}/{vgpu_stats['total_sms']}")
# Renderer stats
render_stats = renderer.get_stats()
print(f"\nRenderer Statistics:")
print(f" Pixels drawn: {render_stats['pixels_drawn']:,}")
print(f" Draw calls: {render_stats['draw_calls']:,}")
print(f" Render time: {render_stats['total_render_time']:.3f}s")
print(f" Pixels/second: {render_stats['pixels_per_second']:,.0f}")
# VRAM stats
vram_stats = vram.get_stats()
print(f"\nVRAM Statistics:")
print(f" Total memory: {vram_stats['total_memory_gb']:.1f} GB")
print(f" Utilization: {vram_stats['utilization_percent']:.2f}%")
print(f" Framebuffers: {vram_stats['framebuffers_count']}")
print(f" Textures: {vram_stats['textures_count']}")
# AI stats
ai_stats = ai_accelerator.get_stats()
print(f"\nAI Accelerator Statistics:")
print(f" Operations: {ai_stats['operations_performed']}")
print(f" FLOPs performed: {ai_stats['flops_performed']:,}")
print(f" FLOPs/second: {ai_stats['flops_per_second']:,.0f}")
print(f" Matrices in memory: {ai_stats['matrices_in_memory']}")
# Display stats
display_stats = display_manager.get_stats()
print(f"\nDisplay Statistics:")
print(f" Frames displayed: {display_stats['frames_displayed']}")
print(f" Display time: {display_stats['total_display_time']:.3f}s")
print(f" Active displays: {display_stats['active_displays']}")
# Driver stats
driver_stats = driver.get_stats()
print(f"\nDriver Statistics:")
print(f" Commands processed: {driver_stats['commands_processed']}")
print(f" Commands failed: {driver_stats['commands_failed']}")
print("\n" + "=" * 50)
print("Basic Rendering Test Complete!")
print("Check ./test_output/ for saved frame images.")
print("=" * 50)
if __name__ == "__main__":
# Run the basic rendering test
asyncio.run(basic_rendering_test())
|