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+"/model.9/m/m.0/attn/Split_output_1#/model.9/m/m.0/attn/MatMul_output_0/model.9/m/m.0/attn/MatMul"MatMul + +&/model.9/m/m.0/attn/Reshape_2_output_00/model.9/m/m.0/attn/Reshape_2_output_0_quantized,/model.9/m/m.0/attn/Reshape_2_output_0_scale1/model.9/m/m.0/attn/Reshape_2_output_0_zero_point5/model.9/m/m.0/attn/Reshape_2_output_0_QuantizeLinear"DynamicQuantizeLinear + +#/model.9/m/m.0/attn/MatMul_output_0 +'/model.9/m/m.0/attn/Constant_1_output_0 /model.9/m/m.0/attn/Mul_output_0/model.9/m/m.0/attn/Mul"Mul + +,/model.9/m/m.0/attn/Reshape_2_output_0_scale +%model.9.m.0.attn.pe.conv.weight_scale3/model.9/m/m.0/attn/pe/conv/Conv_quant_scales_mul:01/model.9/m/m.0/attn/pe/conv/Conv_quant_scales_mul"Mul + +0/model.9/m/m.0/attn/Reshape_2_output_0_quantized +)model.9.m.0.attn.pe.conv.weight_quantized +1/model.9/m/m.0/attn/Reshape_2_output_0_zero_point +*model.9.m.0.attn.pe.conv.weight_zero_point:/model.9/m/m.0/attn/pe/conv/Conv_output_0_output_quantized&/model.9/m/m.0/attn/pe/conv/Conv_quant" ConvInteger* + dilations@@* +group* + kernel_shape@@* +pads@@@@* +strides@@ + + /model.9/m/m.0/attn/Mul_output_0$/model.9/m/m.0/attn/Softmax_output_0/model.9/m/m.0/attn/Softmax"Softmax* +axis + +:/model.9/m/m.0/attn/pe/conv/Conv_output_0_output_quantizedF/model.9/m/m.0/attn/pe/conv/Conv_output_0_output_quantized_cast_output?/model.9/m/m.0/attn/pe/conv/Conv_output_0_output_quantized_cast"Cast* +to + +$/model.9/m/m.0/attn/Softmax_output_0(/model.9/m/m.0/attn/Transpose_1_output_0/model.9/m/m.0/attn/Transpose_1" Transpose* +perm@@@@ + +F/model.9/m/m.0/attn/pe/conv/Conv_output_0_output_quantized_cast_output +3/model.9/m/m.0/attn/pe/conv/Conv_quant_scales_mul:0/model.9/m/m.0/attn/proj/conv/Conv_output_0quant_scaled_output9/model.9/m/m.0/attn/proj/conv/Conv_quant_output_scale_mul"Mul + +>/model.9/m/m.0/attn/proj/conv/Conv_output_0quant_scaled_output +?/model.9/m/m.0/attn/proj/conv/Conv_output_0_bias_reshape_output+/model.9/m/m.0/attn/proj/conv/Conv_output_04/model.9/m/m.0/attn/proj/conv/Conv_output_0_bias_add"Add +| +/model.9/Split_output_1 ++/model.9/m/m.0/attn/proj/conv/Conv_output_0/model.9/m/m.0/Add_output_0/model.9/m/m.0/Add"Add + +/model.9/m/m.0/Add_output_0%/model.9/m/m.0/Add_output_0_quantized!/model.9/m/m.0/Add_output_0_scale&/model.9/m/m.0/Add_output_0_zero_point*/model.9/m/m.0/Add_output_0_QuantizeLinear"DynamicQuantizeLinear + +!/model.9/m/m.0/Add_output_0_scale +#model.9.m.0.ffn.0.conv.weight_scale5/model.9/m/m.0/ffn/ffn.0/conv/Conv_quant_scales_mul:03/model.9/m/m.0/ffn/ffn.0/conv/Conv_quant_scales_mul"Mul + +%/model.9/m/m.0/Add_output_0_quantized +'model.9.m.0.ffn.0.conv.weight_quantized +&/model.9/m/m.0/Add_output_0_zero_point +(model.9.m.0.ffn.0.conv.weight_zero_point/model.9/m/m.0/ffn/ffn.0/conv/Conv_output_0quant_scaled_output9/model.9/m/m.0/ffn/ffn.0/conv/Conv_quant_output_scale_mul"Mul + +>/model.9/m/m.0/ffn/ffn.0/conv/Conv_output_0quant_scaled_output +?/model.9/m/m.0/ffn/ffn.0/conv/Conv_output_0_bias_reshape_output+/model.9/m/m.0/ffn/ffn.0/conv/Conv_output_04/model.9/m/m.0/ffn/ffn.0/conv/Conv_output_0_bias_add"Add + ++/model.9/m/m.0/ffn/ffn.0/conv/Conv_output_0-/model.9/m/m.0/ffn/ffn.0/act/Sigmoid_output_0$/model.9/m/m.0/ffn/ffn.0/act/Sigmoid"Sigmoid + ++/model.9/m/m.0/ffn/ffn.0/conv/Conv_output_0 +-/model.9/m/m.0/ffn/ffn.0/act/Sigmoid_output_0)/model.9/m/m.0/ffn/ffn.0/act/Mul_output_0 /model.9/m/m.0/ffn/ffn.0/act/Mul"Mul + +)/model.9/m/m.0/ffn/ffn.0/act/Mul_output_03/model.9/m/m.0/ffn/ffn.0/act/Mul_output_0_quantized//model.9/m/m.0/ffn/ffn.0/act/Mul_output_0_scale4/model.9/m/m.0/ffn/ffn.0/act/Mul_output_0_zero_point8/model.9/m/m.0/ffn/ffn.0/act/Mul_output_0_QuantizeLinear"DynamicQuantizeLinear + +//model.9/m/m.0/ffn/ffn.0/act/Mul_output_0_scale +#model.9.m.0.ffn.1.conv.weight_scale5/model.9/m/m.0/ffn/ffn.1/conv/Conv_quant_scales_mul:03/model.9/m/m.0/ffn/ffn.1/conv/Conv_quant_scales_mul"Mul + +3/model.9/m/m.0/ffn/ffn.0/act/Mul_output_0_quantized +'model.9.m.0.ffn.1.conv.weight_quantized +4/model.9/m/m.0/ffn/ffn.0/act/Mul_output_0_zero_point +(model.9.m.0.ffn.1.conv.weight_zero_point/model.9/m/m.0/ffn/ffn.1/conv/Conv_output_0quant_scaled_output9/model.9/m/m.0/ffn/ffn.1/conv/Conv_quant_output_scale_mul"Mul + +>/model.9/m/m.0/ffn/ffn.1/conv/Conv_output_0quant_scaled_output +?/model.9/m/m.0/ffn/ffn.1/conv/Conv_output_0_bias_reshape_output+/model.9/m/m.0/ffn/ffn.1/conv/Conv_output_04/model.9/m/m.0/ffn/ffn.1/conv/Conv_output_0_bias_add"Add + +/model.9/m/m.0/Add_output_0 ++/model.9/m/m.0/ffn/ffn.1/conv/Conv_output_0/model.9/m/m.0/Add_1_output_0/model.9/m/m.0/Add_1"Add +x +/model.9/Split_output_0 +/model.9/m/m.0/Add_1_output_0/model.9/Concat_output_0/model.9/Concat"Concat* +axis + +/model.9/Concat_output_0"/model.9/Concat_output_0_quantized/model.9/Concat_output_0_scale#/model.9/Concat_output_0_zero_point'/model.9/Concat_output_0_QuantizeLinear"DynamicQuantizeLinear + +/model.9/Concat_output_0_scale +model.9.cv2.conv.weight_scale)/model.9/cv2/conv/Conv_quant_scales_mul:0'/model.9/cv2/conv/Conv_quant_scales_mul"Mul + +"/model.9/Concat_output_0_quantized +!model.9.cv2.conv.weight_quantized +#/model.9/Concat_output_0_zero_point +"model.9.cv2.conv.weight_zero_point0/model.9/cv2/conv/Conv_output_0_output_quantized/model.9/cv2/conv/Conv_quant" ConvInteger* + dilations@@* +group* + kernel_shape@@* +pads@@@@* +strides@@ + +0/model.9/cv2/conv/Conv_output_0_output_quantized/model.10/conv/conv/Conv_output_0_output_quantized_cast_output7/model.10/conv/conv/Conv_output_0_output_quantized_cast"Cast* +to + +>/model.10/conv/conv/Conv_output_0_output_quantized_cast_output ++/model.10/conv/conv/Conv_quant_scales_mul:04/model.10/conv/conv/Conv_output_0quant_scaled_output//model.10/conv/conv/Conv_quant_output_scale_mul"Mul + +4/model.10/conv/conv/Conv_output_0quant_scaled_output +5/model.10/conv/conv/Conv_output_0_bias_reshape_output!/model.10/conv/conv/Conv_output_0*/model.10/conv/conv/Conv_output_0_bias_add"Add +m +!/model.10/conv/conv/Conv_output_0#/model.10/conv/act/Sigmoid_output_0/model.10/conv/act/Sigmoid"Sigmoid + +!/model.10/conv/conv/Conv_output_0 +#/model.10/conv/act/Sigmoid_output_0/model.10/conv/act/Mul_output_0/model.10/conv/act/Mul"Mul + +/model.10/conv/act/Mul_output_0)/model.10/pool/GlobalAveragePool_output_0 /model.10/pool/GlobalAveragePool"GlobalAveragePool +p +)/model.10/pool/GlobalAveragePool_output_0/model.10/Flatten_output_0/model.10/Flatten"Flatten* +axis + +/model.10/Flatten_output_0$/model.10/Flatten_output_0_quantized /model.10/Flatten_output_0_scale%/model.10/Flatten_output_0_zero_point)/model.10/Flatten_output_0_QuantizeLinear"DynamicQuantizeLinear + + /model.10/Flatten_output_0_scale +model.10.linear.weight_scale//model.10/linear/Gemm_MatMul_quant_scales_mul:0-/model.10/linear/Gemm_MatMul_quant_scales_mul"Mul + +$/model.10/Flatten_output_0_quantized + model.10.linear.weight_quantized +%/model.10/Flatten_output_0_zero_point +!model.10.linear.weight_zero_point6/model.10/linear/Gemm_output_0_MatMul_output_quantized"/model.10/linear/Gemm_MatMul_quant" MatMulInteger + +6/model.10/linear/Gemm_output_0_MatMul_output_quantizedB/model.10/linear/Gemm_output_0_MatMul_output_quantized_cast_output;/model.10/linear/Gemm_output_0_MatMul_output_quantized_cast"Cast* +to + +B/model.10/linear/Gemm_output_0_MatMul_output_quantized_cast_output +//model.10/linear/Gemm_MatMul_quant_scales_mul:0%/model.10/linear/Gemm_output_0_MatMul3/model.10/linear/Gemm_MatMul_quant_output_scale_mul"Mul +} 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