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SDNQ fix int8 matmul with qwen
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@@ -56,8 +56,11 @@ def sdnq_quantize_layer(layer, weights_dtype="int8", torch_dtype=None, group_siz
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output_channel_size, channel_size = layer.weight.shape
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if use_quantized_matmul:
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use_quantized_matmul = weights_dtype in quantized_matmul_dtypes and channel_size >= 32 and output_channel_size >= 32
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if use_quantized_matmul and not dtype_dict[weights_dtype]["is_integer"]:
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use_quantized_matmul = output_channel_size % 16 == 0 and channel_size % 16 == 0
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if use_quantized_matmul:
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if dtype_dict[weights_dtype]["is_integer"]:
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use_quantized_matmul = output_channel_size % 8 == 0 and channel_size % 8 == 0
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else:
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use_quantized_matmul = output_channel_size % 16 == 0 and channel_size % 16 == 0
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if group_size == 0:
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if is_linear_type:
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