Fix FlashVSR quality: match naxci1 reference preprocessing
- Remove front dummy frames (not used by reference implementation) - Use centered reflect padding instead of right/bottom replicate - Crop output from center matching padding offsets - Simplify temporal padding to 8k+1 alignment - Update progress bar estimation to match new formula Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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11
nodes.py
11
nodes.py
@@ -1731,16 +1731,15 @@ class FlashVSRUpscale:
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chunks.append((prev_start, last_end))
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# Estimate total pipeline steps for progress bar
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# Mirrors _prepare_video: N+2 tail, align (n-5)%8, then align_frames(padded+4)
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# Mirrors _prepare_video: target = max(N, 25), round up to 8k+1
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total_steps = 0
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for cs, ce in chunks:
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n = ce - cs
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padded = n + 2
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remainder = (padded - 5) % 8
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target = max(n, 25)
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remainder = (target - 1) % 8
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if remainder != 0:
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padded += 8 - remainder
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aligned = FlashVSRModel._align_frames(padded + 4)
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total_steps += max(1, (aligned - 1) // 8 - 2)
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target += 8 - remainder
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total_steps += max(1, (target - 1) // 8 - 2)
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pbar = ProgressBar(total_steps)
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step_ref = [0]
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