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@ -357,6 +357,11 @@ class MatMul8bitLt(torch.autograd.Function):
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SCAt, idx = ctx.tensor_states
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formatB = ctx.formatB
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state = ctx.state
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grad_A = grad_B = grad_bias = None
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if req_gradBias:
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# compute grad_bias first before changing grad_output dtype
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grad_bias = grad_output.sum(0)
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# Cast grad_output to fp16
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grad_output_dtype = grad_output.dtype
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@ -367,8 +372,6 @@ class MatMul8bitLt(torch.autograd.Function):
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-1, grad_output.shape[-1]
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).contiguous()
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grad_A = grad_B = grad_bias = None
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Cgrad, Cgradt, SCgrad, SCgradt, coo_tensor = F.double_quant(grad_output)
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if req_gradB:
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CxAt, SAt = F.transform(CAt, formatB, transpose=True)
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@ -395,9 +398,6 @@ class MatMul8bitLt(torch.autograd.Function):
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else:
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raise Exception('State must contain either CBt or CB matrix for backward')
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if req_gradBias:
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grad_bias = grad_output.sum(0)
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# Cast grad_A back to grad_output_dtype
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grad_output = grad_output.to(grad_output_dtype)
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