"""Optional GPU regression: independently specified thin-foreground velocity coverage. D4R_RUN_GPU_TESTS=1 D4R_DUMP_RUNNER=/path/to/dump_runner python3 -m unittest discover -s tests -v Build the embedded kernels first with scripts/build_d4r_motion_kernels.sh. """ import os from pathlib import Path import struct import subprocess import tempfile import unittest ROOT = Path(__file__).resolve().parents[1] @unittest.skipUnless(os.environ.get('D4R_RUN_GPU_TESTS') == '1', 'opt-in GPU test') class MotionKernelGpuTests(unittest.TestCase): def test_low_resolution_opaque_edges_and_padded_rows(self): runner = os.environ['D4R_DUMP_RUNNER'] kernel = ROOT / 'build/wine-nvcuda/generated' / (os.environ.get('D4R_GPU_ARCH', 'gfx1101') + '.hsaco') width, height, stride = 5, 3, 8 sentinel = 0xA5A5A5A5 for reversed_depth in (False, True): for radius in (1, 2): with self.subTest(reversed_depth=reversed_depth, radius=radius), tempfile.TemporaryDirectory() as t: directory = Path(t); output = directory / 'out'; output.mkdir() depth = [0.1 if reversed_depth else 0.9] * (stride*height) depth[stride+2] = 0.9 if reversed_depth else 0.1 motion = list(range(stride*height)) arrays = [struct.pack('<24f', *depth), struct.pack('<24I', *motion), struct.pack('<24I', *([sentinel]*24))] addresses = (0x100000000, 0x200000000, 0x300000000) args = struct.pack('<5Q4I2f2I', *addresses, stride*4, stride*4, width, height, width, height, 0.0, 0.0, radius, reversed_depth) (directory/'args.bin').write_bytes(args) manifest = ['kernel d4r_motion_dilate', 'launch 1 1 1 128 1 1 0', 'args 72'] for i, data in enumerate(arrays): (directory/f'alloc-{i}.bin').write_bytes(data) manifest += [f'alloc {i} {hex(addresses[i])} {len(data)}', f'pointer {i*8} {i} 0'] (directory/'manifest.txt').write_text('\n'.join(manifest)+'\n') subprocess.run([runner, str(kernel), 'd4r_motion_dilate', str(directory), str(output), '1'], check=True, capture_output=True) self.assertEqual((output/'alloc-0.bin').read_bytes(), arrays[0]) self.assertEqual((output/'alloc-1.bin').read_bytes(), arrays[1]) expected = [sentinel] * 24 for y in range(height): for x in range(width): expected[y*stride+x] = motion[stride+2] if abs(x-2) <= radius and abs(y-1) <= radius else motion[y*stride+x] self.assertEqual((output/'alloc-2.bin').read_bytes(), struct.pack('<24I', *expected)) def test_foreground_coverage_padding_and_input_immutability(self): runner = os.environ['D4R_DUMP_RUNNER'] kernel = ROOT / 'build/wine-nvcuda/generated' / (os.environ.get('D4R_GPU_ARCH', 'gfx1101') + '.hsaco') sentinel = 0xA5A5A5A5 for reversed_depth in (False, True): for radius in (1, 2): for jitter in ((0.0, 0.0), (0.25, -0.25)): with self.subTest(reversed_depth=reversed_depth, radius=radius, jitter=jitter), tempfile.TemporaryDirectory() as t: directory = Path(t); output = directory / 'out'; output.mkdir() depth = [1000.0] * 16 for y in range(2): for x in range(3): depth[y*8+x] = 0.1 if reversed_depth else 0.9 depth[1] = 0.9 if reversed_depth else 0.1 motion = list(range(96)) arrays = [struct.pack('<16f', *depth), struct.pack('<96I', *motion), struct.pack('<96I', *([sentinel]*96))] addresses = (0x100000000, 0x200000000, 0x300000000) args = struct.pack('<5Q4I2f2I', *addresses, 32, 64, 3, 2, 9, 6, *jitter, radius, reversed_depth) (directory/'args.bin').write_bytes(args) manifest = ['kernel d4r_motion_dilate', 'launch 1 1 1 128 1 1 0', 'args 72'] for i, data in enumerate(arrays): (directory/f'alloc-{i}.bin').write_bytes(data) manifest += [f'alloc {i} {hex(addresses[i])} {len(data)}', f'pointer {i*8} {i} 0'] (directory/'manifest.txt').write_text('\n'.join(manifest)+'\n') subprocess.run([runner, str(kernel), 'd4r_motion_dilate', str(directory), str(output), '1'], check=True, capture_output=True) self.assertEqual((output/'alloc-0.bin').read_bytes(), arrays[0]) self.assertEqual((output/'alloc-1.bin').read_bytes(), arrays[1]) expected = [sentinel] * 96 # Known single foreground cell: all neighbouring background follows its velocity. # Foreground itself preserves its original per-pixel velocity; row padding is untouched. for y in range(6): for x in range(9): inside = (3 <= x <= 5 and y <= 2) if jitter == (0.0, 0.0) else (2 <= x <= 4 and y <= 3) expected[y*16+x] = motion[y*16+x] if inside else motion[1*16+4] if jitter == (0.0, 0.0) else motion[2*16+3] self.assertEqual((output/'alloc-2.bin').read_bytes(), struct.pack('<96I', *expected)) def test_automatic_sky_fill_circle_nearest_ties_and_empty_sky(self): runner = os.environ['D4R_DUMP_RUNNER'] kernel = ROOT / 'build/wine-nvcuda/generated' / (os.environ.get('D4R_GPU_ARCH', 'gfx1101') + '.hsaco') width, height, stride = 23, 23, 32 sentinel = 0xA5A5A5A5 for reversed_depth in (False, True): for radius in (1, 2): for empty, near_far in ((False, False), (True, False), (False, True)): with self.subTest(reversed_depth=reversed_depth, radius=radius, empty=empty, near_far=near_far), tempfile.TemporaryDirectory() as t: directory = Path(t); output = directory / 'out'; output.mkdir() depth = [1000.0] * (stride*height) for y in range(height): for x in range(width): depth[y*stride+x] = (1.e-7 if near_far else 0.0) if reversed_depth else 1.0 sources = [] if empty else [(8, 11), (14, 11)] for x, y in sources: depth[y*stride+x] = (1.5e-7 if near_far else 0.9) if reversed_depth else (0.99 if near_far else 0.1) motion = list(range(stride*height)) arrays = [struct.pack(f'<{len(depth)}f', *depth), struct.pack(f'<{len(motion)}I', *motion), struct.pack(f'<{len(motion)}I', *([sentinel]*len(motion)))] addresses = (0x100000000, 0x200000000, 0x300000000) args = struct.pack('<5Q4I2f2I', *addresses, stride*4, stride*4, width, height, width, height, 0.0, 0.0, radius, reversed_depth) (directory/'args.bin').write_bytes(args) manifest = ['kernel d4r_motion_dilate', 'launch 5 1 1 128 1 1 0', 'args 72'] for i, data in enumerate(arrays): (directory/f'alloc-{i}.bin').write_bytes(data) manifest += [f'alloc {i} {hex(addresses[i])} {len(data)}', f'pointer {i*8} {i} 0'] (directory/'manifest.txt').write_text('\n'.join(manifest)+'\n') subprocess.run([runner, str(kernel), 'd4r_motion_dilate', str(directory), str(output), '1'], check=True, capture_output=True) self.assertEqual((output/'alloc-0.bin').read_bytes(), arrays[0]) self.assertEqual((output/'alloc-1.bin').read_bytes(), arrays[1]) expected = [sentinel] * len(motion) for y in range(height): for x in range(width): candidates = sorted(((x-sx)**2+(y-sy)**2, sx, sy) for sx, sy in sources) expected[y*stride+x] = motion[y*stride+x] if candidates and candidates[0][0] <= 64: _, sx, sy = candidates[0] expected[y*stride+x] = motion[sy*stride+sx] self.assertEqual((output/'alloc-2.bin').read_bytes(), struct.pack(f'<{len(expected)}I', *expected))