Fix error when calling quantization (#12548)
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@@ -56,6 +56,8 @@ try:
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from flashinfer import fp4_quantize
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from flashinfer import fp4_quantize
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else:
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else:
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from sgl_kernel import scaled_fp4_quant as fp4_quantize
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from sgl_kernel import scaled_fp4_quant as fp4_quantize
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from flashinfer import fp4_quantize as fp4_quantize_flashinfer
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except ImportError:
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except ImportError:
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fp4_quantize = None
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fp4_quantize = None
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@@ -1571,7 +1573,7 @@ class ModelOptNvFp4FusedMoEMethod(FusedMoEMethodBase):
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# Quantize before comm, swizzle after.
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# Quantize before comm, swizzle after.
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if x.shape[0] > 0:
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if x.shape[0] > 0:
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x, x_sf = fp4_quantize(
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x, x_sf = fp4_quantize_flashinfer(
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x, layer.w13_input_scale_quant, is_sf_swizzled_layout=False
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x, layer.w13_input_scale_quant, is_sf_swizzled_layout=False
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)
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)
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else:
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else:
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