[Paddle-Inference]Add MatmulV2ToMatmul convert Pass, fix (matmul_v2, matmul, mul) convert pass, fix (matmul, mul) op_teller #36652
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Wangzheee
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Oct 26, 2021
…matmul, mul) convert pass, fix (matmul, mul) op_teller (PaddlePaddle#36652) * new_Matmul2ToMatmulToMul * new_Matmul2ToMatmulToMul * fix paddle_pass_builder * fix paddle_pass_builder * fix paddle_pass_builder * tem * tem * Add MatmulV2ToMatmul convert Pass; MatmulV2ToMul convert Pass * Add MatmulV2ToMatmul convert Pass; MatmulV2ToMul convert Pass * add matmul_broadcast_unitest * fix op_teller
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修改MatmulV2ToMul 的 Pass，重新限定 (matmul_v2 to mul) 映射的 Pass，增加 MatmulV2ToMatmul 的 Pass，限定 (matmul_v2 to matmul) 映射的 Pass条件(不支持广播)，修改 (matmul, mul) 的 op_teller 映射条件：
1、 MapMatmulV2ToMatmulPass：原生 op 的映射（matmul_v2 无 scales 的参数，matmul不支持广播）；
2、MapMatmul2MulPass、MatmulV2ToMulPass：限制matmul、matmul_v2 映射到 mul 的条件（当 alpha 存在时 ==1、transpose_X==false、transpose_Y==false、y.dims==2、等），移除之前过度的限制（很多无用落后版本的限制，x.dims，后一个 OP 不一定必须是 elementwise_add）；
3、修复之前 pass 映射导致的 op 中量化信息（out_threshold）的丢失；
4、增加matmul 的op_teller映射条件：不支持广播的限制；
5、增加mul 的op_teller映射条件：y.dims ==2、y_num_col_dims ==1；
6、动态图量化增加限制：只支持fake_quantize_dequantize_abs_max、fake_channel_wise_quantize_dequantize_abs_max