jerryzh168

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llama3-8b-autoquant

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• "torch.IntStorage",
• "torchao.dtypes.affine_quantized_tensor.AffineQuantizedTensor",
• "torch.serialization._get_layout",
• "torch.CharStorage",
• "torch.BFloat16Storage",
• "torchao.quantization.quant_primitives.ZeroPointDomain",
• "torchao.quantization.autoquant.AQInt4G64WeightOnlyQuantizedLinearWeight",
• "torch._tensor._rebuild_from_type_v2",
• "torch.int8",
• "torchao.dtypes.utils.PlainLayout",
• "torch._utils._rebuild_wrapper_subclass",
• "torchao.dtypes.uintx.tensor_core_tiled_layout.TensorCoreTiledAQTTensorImpl",
• "torch.int32",
• "torch._utils._rebuild_tensor_v2",
• "torchao.dtypes.uintx.plain_layout.PlainAQTTensorImpl",
• "torchao.dtypes.uintx.tensor_core_tiled_layout.TensorCoreTiledLayout",
• "torch.bfloat16",
• "torch.device",
• "collections.OrderedDict",
• "torch.LongStorage",
• "torchao.quantization.autoquant.AQInt8DynamicallyQuantizedLinearWeight",
• "torchao.quantization.quant_api._int8_symm_per_token_reduced_range_quant"

How to fix it?

• "torch.serialization._get_layout",
• "torchao.dtypes.affine_quantized_tensor.AffineQuantizedTensor",
• "torch.int32",
• "torch.bfloat16",
• "torchao.dtypes.uintx.plain_layout.PlainAQTTensorImpl",
• "torch.IntStorage",
• "torchao.dtypes.utils.PlainLayout",
• "torch.LongStorage",
• "torch._tensor._rebuild_from_type_v2",
• "torch._utils._rebuild_wrapper_subclass",
• "torchao.dtypes.uintx.tensor_core_tiled_layout.TensorCoreTiledAQTTensorImpl",
• "torch.int8",
• "torch._utils._rebuild_tensor_v2",
• "torch.device",
• "torchao.quantization.quant_api._int8_symm_per_token_reduced_range_quant",
• "torchao.dtypes.uintx.tensor_core_tiled_layout.TensorCoreTiledLayout",
• "torchao.quantization.autoquant.AQInt4G64WeightOnlyQuantizedLinearWeight",
• "torchao.quantization.quant_primitives.ZeroPointDomain",
• "torchao.quantization.autoquant.AQInt8DynamicallyQuantizedLinearWeight",
• "torch.CharStorage",
• "torch.BFloat16Storage",
• "collections.OrderedDict"

How to fix it?