feat: add d4r inference engines and Windows parity tooling
Add native K/M/RR inference engines, HIP kernels, replay and validation harnesses, and Windows DLSS setup and runtime support. Include GPU profiling tools, build and packaging scripts, platform integration patches, and implementation documentation.
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#!/usr/bin/env python3
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"""Generate engine/rr/enc0_m.comp's source: encoder 0 with ptx2rr.py's translation of NVIDIA's per-pixel feature gather
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(run by wave 0, as NVIDIA runs it in one warp) and the native rest (engine/rr/enc0_m_decl.glsl, enc0_m_tail.glsl).
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usage: gen_enc0_m.py ENC0.generated.comp OUT.comp
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The translation's main is cut at its first workgroup barrier: by then the 10 x 10 pixels' features and the noise grid
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are in its shared buffer sh and the state surfaces 304 / 1016 are written. Model data derived from the user's DLL is in
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the translated part; do not commit the output.
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"""
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import re
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import sys
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def main():
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src, out = sys.argv[1:3]
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lines = open(src).read().split('\n')
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m = next(i for i, l in enumerate(lines) if l.startswith('void main()'))
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head = '\n'.join(lines[:m]).replace('layout(local_size_x = 32, local_size_y = 1, local_size_z = 1) in;',
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'layout(local_size_x = 128, local_size_y = 1, local_size_z = 1) in;')
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body = lines[m + 2:]
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first = next(i for i, l in enumerate(body) if not re.match(r' (precise |bool |uint64_t |float |uint |int )', l))
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bar = next(i for i, l in enumerate(body) if l.strip() == 'memoryBarrierShared(); barrier();')
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decls, prologue = body[:first], body[first:bar]
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# NVIDIA's warp gathers the 96 key pixels in a loop of three 32-pixel steps, then the four corners: the steps go to
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# waves 0-2 (the setup before the loop runs in every wave, the corners in wave 0)
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do_ = next(i for i, l in enumerate(prologue) if l.strip() == 'do')
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end = next(i for i, l in enumerate(prologue) if l.strip().startswith('} while (again_'))
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loop = '\n'.join(prologue[do_ - 1:end + 1])
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inc = re.search(r'(r\d+) = uint\((r\d+) \+ 32u\);\n\s+(p\d+) = \(\1 < 96u\);', loop)
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counter = inc.group(1)
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loop = loop.replace(inc.group(0), inc.group(0).replace('+ 32u', '+ 96u'))
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pre = [l.replace(f'{counter} = uint(0u);', f'{counter} = uint(32u * gl_SubgroupID);') for l in prologue[:do_ - 1]]
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post = prologue[end + 1:]
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head = head.replace('shared uint mms[384];', 'shared uint mms[384 * 4];')
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text = (head + '\n#extension GL_GOOGLE_include_directive : require\n#include "enc0_m_decl.glsl"\n\nvoid main()\n{\n' +
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'\n'.join(decls) + '\n // the translated feature gather (NVIDIA\'s one warp, its pixel loop split over the waves)\n' +
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'\n'.join(pre) + '\n if (gl_SubgroupID < 3u) {\n' + loop + '\n }\n if (gl_SubgroupID == 0u) {\n' +
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'\n'.join(post) + '\n }\n#include "enc0_m_tail.glsl"\n}\n')
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open(out, 'w').write(text)
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print(f'{out}: {len(decls)} declaration lines, {len(prologue)} prologue lines')
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if __name__ == '__main__':
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main()
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