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@ -42,7 +42,7 @@ try:
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return output
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except ImportError:
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warnings.warn("Please install apex from source (https://github.com/NVIDIA/apex) to use the fused layernorm kernel")
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warnings.warn("Please install apex from source (https://github.com/NVIDIA/apex) to use the fused RMSNorm kernel")
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FAST_LAYERNORM_SUPPORTED_SIZE = [
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1024,
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@ -270,12 +270,6 @@ class FusedRMSNorm(BaseLayerNorm):
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Returns:
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nn.Module: FusedRMSNorm module.
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"""
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try:
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pass
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except ImportError:
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raise ImportError(
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"Please install apex from source (https://github.com/NVIDIA/apex) to use the fused RMS normalization kernel"
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)
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LazyInitContext.materialize(module)
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@ -284,11 +278,18 @@ class FusedRMSNorm(BaseLayerNorm):
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eps = module.variance_epsilon if hasattr(module, "variance_epsilon") else module.eps
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elementwise_affine = getattr(module, "elementwise_affine", True)
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try:
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rmsnorm = FusedRMSNormWithHook(
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normalized_shape=normalized_shape,
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eps=eps,
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elementwise_affine=elementwise_affine,
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)
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except ImportError:
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warnings.warn(
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"Module replacement failed.\
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Please install apex from source (https://github.com/NVIDIA/apex) to use the fused RMS normalization kernel"
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)
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return module
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rmsnorm.weight = module.weight
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