.. _l-CalibratedClassifierCV-m-cl-sgd--o17: CalibratedClassifierCV - m-cl - sgd - ====================================== Fitted on a problem type *m-cl* (see :func:`find_suitable_problem `), method `predict_proba` matches output . :: CalibratedClassifierCV(base_estimator=SGDClassifier(random_state=0), n_jobs=8) +----------------------+----------+ | index | 0 | +======================+==========+ | skl_nop | 1 | +----------------------+----------+ | onx_size | 11960 | +----------------------+----------+ | onx_nnodes | 173 | +----------------------+----------+ | onx_ninits | 49 | +----------------------+----------+ | onx_doc_string | | +----------------------+----------+ | onx_ir_version | 8 | +----------------------+----------+ | onx_domain | ai.onnx | +----------------------+----------+ | onx_model_version | 0 | +----------------------+----------+ | onx_producer_name | skl2onnx | +----------------------+----------+ | onx_producer_version | 1.13.1 | +----------------------+----------+ | onx_ | 17 | +----------------------+----------+ | onx_ai.onnx.ml | 1 | +----------------------+----------+ | onx_op_Cast | 17 | +----------------------+----------+ | onx_op_ZipMap | 1 | +----------------------+----------+ | onx_op_Reshape | 6 | +----------------------+----------+ | onx_size_optim | 10402 | +----------------------+----------+ | onx_nnodes_optim | 153 | +----------------------+----------+ | onx_ninits_optim | 49 | +----------------------+----------+ | fit_classes_.shape | 3 | +----------------------+----------+ .. gdot:: digraph{ size=7; ranksep=0.25; nodesep=0.05; orientation=portrait; X [shape=box color=red label="X\nfloat((0, 4))" fontsize=10]; output_label [shape=box color=green label="output_label\nint64((0,))" fontsize=10]; output_probability [shape=box color=green label="output_probability\n[{int64, {'kind': 'tensor', 'elem': 'float', 'shape': }}]" fontsize=10]; classes [shape=box label="classes\nint32((3,))\n[0 1 2]" fontsize=10]; clf_length [shape=box label="clf_length\nfloat32(())\n5.0" fontsize=10]; k [shape=box label="k\nint64(())\n0" fontsize=10]; a [shape=box label="a\nfloat32(())\n-0.027922574" fontsize=10]; b [shape=box label="b\nfloat32(())\n0.09328878" fontsize=10]; unity [shape=box label="unity\nfloat32(())\n1.0" fontsize=10]; k1 [shape=box label="k1\nint64(())\n1" fontsize=10]; a1 [shape=box label="a1\nfloat32(())\n-0.012253712" fontsize=10]; b1 [shape=box label="b1\nfloat32(())\n-0.8642496" fontsize=10]; k2 [shape=box label="k2\nint64(())\n2" fontsize=10]; a2 [shape=box label="a2\nfloat32(())\n-0.0064042127" fontsize=10]; b2 [shape=box label="b2\nfloat32(())\n0.37050852" fontsize=10]; axis [shape=box label="axis\nint64((1,))\n[1]" fontsize=10]; n_classes [shape=box label="n_classes\nfloat32(())\n3.0" fontsize=10]; a3 [shape=box label="a3\nfloat32(())\n-0.027572656" fontsize=10]; b3 [shape=box label="b3\nfloat32(())\n-0.069616064" fontsize=10]; a4 [shape=box label="a4\nfloat32(())\n-0.016080387" fontsize=10]; b4 [shape=box label="b4\nfloat32(())\n1.1957009" fontsize=10]; a5 [shape=box label="a5\nfloat32(())\n-0.008192631" fontsize=10]; b5 [shape=box label="b5\nfloat32(())\n-1.2381016" fontsize=10]; a6 [shape=box label="a6\nfloat32(())\n-0.013140243" fontsize=10]; b6 [shape=box label="b6\nfloat32(())\n-0.35172167" fontsize=10]; a7 [shape=box label="a7\nfloat32(())\n-0.006451166" fontsize=10]; b7 [shape=box label="b7\nfloat32(())\n-0.60068625" fontsize=10]; a8 [shape=box label="a8\nfloat32(())\n-0.006008865" fontsize=10]; b8 [shape=box label="b8\nfloat32(())\n-1.6841294" fontsize=10]; a9 [shape=box label="a9\nfloat32(())\n-0.019911943" fontsize=10]; b9 [shape=box label="b9\nfloat32(())\n0.8756214" fontsize=10]; a10 [shape=box label="a10\nfloat32(())\n-0.017828638" fontsize=10]; b10 [shape=box label="b10\nfloat32(())\n-2.1916547" fontsize=10]; a11 [shape=box label="a11\nfloat32(())\n-0.009330345" fontsize=10]; b11 [shape=box label="b11\nfloat32(())\n-1.1602683" fontsize=10]; a12 [shape=box label="a12\nfloat32(())\n-0.015715959" fontsize=10]; b12 [shape=box label="b12\nfloat32(())\n0.32733428" fontsize=10]; a13 [shape=box label="a13\nfloat32(())\n-0.0051899976" fontsize=10]; b13 [shape=box label="b13\nfloat32(())\n1.5087266" fontsize=10]; a14 [shape=box label="a14\nfloat32(())\n-0.008688062" fontsize=10]; b14 [shape=box label="b14\nfloat32(())\n-1.9972352" fontsize=10]; shape_tensor [shape=box label="shape_tensor\nint64((1,))\n[-1]" fontsize=10]; coef [shape=box label="coef\nfloat32((4, 3))\n[[ 2.5017636 41.437286 -125.25556 ]\n [ 27.5..." fontsize=10]; intercept [shape=box label="intercept\nfloat32((3,))\n[ 9.901314 51.225502 -146.91017 ]" fontsize=10]; coef1 [shape=box label="coef1\nfloat32((4, 3))\n[[ 7.43246 17.333235 -164.33105 ]\n [ 24.9855..." fontsize=10]; intercept1 [shape=box label="intercept1\nfloat32((3,))\n[ 9.861735 127.00536 -127.99254 ]" fontsize=10]; coef2 [shape=box label="coef2\nfloat32((4, 3))\n[[ 17.14692 24.931454 -170.24132 ]\n [ 47.5522..." fontsize=10]; intercept2 [shape=box label="intercept2\nfloat32((3,))\n[ 19.486006 137.31702 -131.64366 ]" fontsize=10]; coef3 [shape=box label="coef3\nfloat32((4, 3))\n[[ 17.174728 -3.3082747 -134.68335 ]\n [ 43.2..." fontsize=10]; intercept3 [shape=box label="intercept3\nfloat32((3,))\n[ 9.892933 152.28418 -174.99387 ]" fontsize=10]; coef4 [shape=box label="coef4\nfloat32((4, 3))\n[[ 12.383938 61.500977 -125.49466 ]\n [ 51.2233..." fontsize=10]; intercept4 [shape=box label="intercept4\nfloat32((3,))\n[ 18.830997 104.95528 -192.9121 ]" fontsize=10]; matmul_result4 [shape=box label="matmul_result4" fontsize=10]; MatMul4 [shape=box style="filled,rounded" color=orange label="MatMul\n(MatMul4)" fontsize=10]; X -> MatMul4; coef4 -> MatMul4; MatMul4 -> matmul_result4; matmul_result2 [shape=box label="matmul_result2" fontsize=10]; MatMul2 [shape=box style="filled,rounded" color=orange label="MatMul\n(MatMul2)" fontsize=10]; X -> MatMul2; coef2 -> MatMul2; MatMul2 -> matmul_result2; matmul_result3 [shape=box label="matmul_result3" fontsize=10]; MatMul3 [shape=box style="filled,rounded" color=orange label="MatMul\n(MatMul3)" fontsize=10]; X -> MatMul3; coef3 -> MatMul3; MatMul3 -> matmul_result3; matmul_result [shape=box label="matmul_result" fontsize=10]; MatMul [shape=box style="filled,rounded" color=orange label="MatMul\n(MatMul)" fontsize=10]; X -> MatMul; coef -> MatMul; MatMul -> matmul_result; matmul_result1 [shape=box label="matmul_result1" fontsize=10]; MatMul1 [shape=box style="filled,rounded" color=orange label="MatMul\n(MatMul1)" fontsize=10]; X -> MatMul1; coef1 -> MatMul1; MatMul1 -> matmul_result1; score4 [shape=box label="score4" fontsize=10]; Add44 [shape=box style="filled,rounded" color=orange label="Add\n(Add44)" fontsize=10]; matmul_result4 -> Add44; intercept4 -> Add44; Add44 -> score4; score1 [shape=box label="score1" fontsize=10]; Add41 [shape=box style="filled,rounded" color=orange label="Add\n(Add41)" fontsize=10]; matmul_result1 -> Add41; intercept1 -> Add41; Add41 -> score1; score2 [shape=box label="score2" fontsize=10]; Add42 [shape=box style="filled,rounded" color=orange label="Add\n(Add42)" fontsize=10]; matmul_result2 -> Add42; intercept2 -> Add42; Add42 -> score2; score [shape=box label="score" fontsize=10]; Add40 [shape=box style="filled,rounded" color=orange label="Add\n(Add40)" fontsize=10]; matmul_result -> Add40; intercept -> Add40; Add40 -> score; score3 [shape=box label="score3" fontsize=10]; Add43 [shape=box style="filled,rounded" color=orange label="Add\n(Add43)" fontsize=10]; matmul_result3 -> Add43; intercept3 -> Add43; Add43 -> score3; tdf_col_3_c1 [shape=box label="tdf_col_3_c1" fontsize=10]; CaliAFE_3_c1 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(CaliAFE_3_c1)" fontsize=10]; score3 -> CaliAFE_3_c1; k1 -> CaliAFE_3_c1; CaliAFE_3_c1 -> tdf_col_3_c1; tdf_col_3_c0 [shape=box label="tdf_col_3_c0" fontsize=10]; CaliAFE_3_c0 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(CaliAFE_3_c0)" fontsize=10]; score3 -> CaliAFE_3_c0; k -> CaliAFE_3_c0; CaliAFE_3_c0 -> tdf_col_3_c0; tdf_col_3_c2 [shape=box label="tdf_col_3_c2" fontsize=10]; CaliAFE_3_c2 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(CaliAFE_3_c2)" fontsize=10]; score3 -> CaliAFE_3_c2; k2 -> CaliAFE_3_c2; CaliAFE_3_c2 -> tdf_col_3_c2; tdf_col_4_c0 [shape=box label="tdf_col_4_c0" fontsize=10]; CaliAFE_4_c0 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(CaliAFE_4_c0)" fontsize=10]; score4 -> CaliAFE_4_c0; k -> CaliAFE_4_c0; CaliAFE_4_c0 -> tdf_col_4_c0; tdf_col_4_c1 [shape=box label="tdf_col_4_c1" fontsize=10]; CaliAFE_4_c1 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(CaliAFE_4_c1)" fontsize=10]; score4 -> CaliAFE_4_c1; k1 -> CaliAFE_4_c1; CaliAFE_4_c1 -> tdf_col_4_c1; predicted_label4 [shape=box label="predicted_label4" fontsize=10]; ArgMax5 [shape=box style="filled,rounded" color=orange label="ArgMax\n(ArgMax5)\naxis=1\nkeepdims=1" fontsize=10]; score4 -> ArgMax5; ArgMax5 -> predicted_label4; tdf_col_4_c2 [shape=box label="tdf_col_4_c2" fontsize=10]; CaliAFE_4_c2 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(CaliAFE_4_c2)" fontsize=10]; score4 -> CaliAFE_4_c2; k2 -> CaliAFE_4_c2; CaliAFE_4_c2 -> tdf_col_4_c2; predicted_label1 [shape=box label="predicted_label1" fontsize=10]; ArgMax2 [shape=box style="filled,rounded" color=orange label="ArgMax\n(ArgMax2)\naxis=1\nkeepdims=1" fontsize=10]; score1 -> ArgMax2; ArgMax2 -> predicted_label1; predicted_label2 [shape=box label="predicted_label2" fontsize=10]; ArgMax3 [shape=box style="filled,rounded" color=orange label="ArgMax\n(ArgMax3)\naxis=1\nkeepdims=1" fontsize=10]; score2 -> ArgMax3; ArgMax3 -> predicted_label2; predicted_label3 [shape=box label="predicted_label3" fontsize=10]; ArgMax4 [shape=box style="filled,rounded" color=orange label="ArgMax\n(ArgMax4)\naxis=1\nkeepdims=1" fontsize=10]; score3 -> ArgMax4; ArgMax4 -> predicted_label3; predicted_label [shape=box label="predicted_label" fontsize=10]; ArgMax1 [shape=box style="filled,rounded" color=orange label="ArgMax\n(ArgMax1)\naxis=1\nkeepdims=1" fontsize=10]; score -> ArgMax1; ArgMax1 -> predicted_label; tdf_col_2_c1 [shape=box label="tdf_col_2_c1" fontsize=10]; CaliAFE_2_c1 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(CaliAFE_2_c1)" fontsize=10]; score2 -> CaliAFE_2_c1; k1 -> CaliAFE_2_c1; CaliAFE_2_c1 -> tdf_col_2_c1; tdf_col_1_c2 [shape=box label="tdf_col_1_c2" fontsize=10]; CaliAFE_1_c2 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(CaliAFE_1_c2)" fontsize=10]; score1 -> CaliAFE_1_c2; k2 -> CaliAFE_1_c2; CaliAFE_1_c2 -> tdf_col_1_c2; tdf_col_2_c0 [shape=box label="tdf_col_2_c0" fontsize=10]; CaliAFE_2_c0 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(CaliAFE_2_c0)" fontsize=10]; score2 -> CaliAFE_2_c0; k -> CaliAFE_2_c0; CaliAFE_2_c0 -> tdf_col_2_c0; tdf_col_2_c2 [shape=box label="tdf_col_2_c2" fontsize=10]; CaliAFE_2_c2 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(CaliAFE_2_c2)" fontsize=10]; score2 -> CaliAFE_2_c2; k2 -> CaliAFE_2_c2; CaliAFE_2_c2 -> tdf_col_2_c2; tdf_col_0_c1 [shape=box label="tdf_col_0_c1" fontsize=10]; CaliAFE_0_c1 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(CaliAFE_0_c1)" fontsize=10]; score -> CaliAFE_0_c1; k1 -> CaliAFE_0_c1; CaliAFE_0_c1 -> tdf_col_0_c1; tdf_col_1_c0 [shape=box label="tdf_col_1_c0" fontsize=10]; CaliAFE_1_c0 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(CaliAFE_1_c0)" fontsize=10]; score1 -> CaliAFE_1_c0; k -> CaliAFE_1_c0; CaliAFE_1_c0 -> tdf_col_1_c0; tdf_col_0_c2 [shape=box label="tdf_col_0_c2" fontsize=10]; CaliAFE_0_c2 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(CaliAFE_0_c2)" fontsize=10]; score -> CaliAFE_0_c2; k2 -> CaliAFE_0_c2; CaliAFE_0_c2 -> tdf_col_0_c2; tdf_col_1_c1 [shape=box label="tdf_col_1_c1" fontsize=10]; CaliAFE_1_c1 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(CaliAFE_1_c1)" fontsize=10]; score1 -> CaliAFE_1_c1; k1 -> CaliAFE_1_c1; CaliAFE_1_c1 -> tdf_col_1_c1; tdf_col_0_c0 [shape=box label="tdf_col_0_c0" fontsize=10]; CaliAFE_0_c0 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(CaliAFE_0_c0)" fontsize=10]; score -> CaliAFE_0_c0; k -> CaliAFE_0_c0; CaliAFE_0_c0 -> tdf_col_0_c0; a_df_prod10 [shape=box label="a_df_prod10" fontsize=10]; Mul13 [shape=box style="filled,rounded" color=orange label="Mul\n(Mul13)" fontsize=10]; a10 -> Mul13; tdf_col_3_c1 -> Mul13; Mul13 -> a_df_prod10; a_df_prod9 [shape=box label="a_df_prod9" fontsize=10]; Mul12 [shape=box style="filled,rounded" color=orange label="Mul\n(Mul12)" fontsize=10]; a9 -> Mul12; tdf_col_3_c0 -> Mul12; Mul12 -> a_df_prod9; a_df_prod11 [shape=box label="a_df_prod11" fontsize=10]; Mul14 [shape=box style="filled,rounded" color=orange label="Mul\n(Mul14)" fontsize=10]; a11 -> Mul14; tdf_col_3_c2 -> Mul14; Mul14 -> a_df_prod11; a_df_prod12 [shape=box label="a_df_prod12" fontsize=10]; Mul16 [shape=box style="filled,rounded" color=orange label="Mul\n(Mul16)" fontsize=10]; a12 -> Mul16; tdf_col_4_c0 -> Mul16; Mul16 -> a_df_prod12; final_label4 [shape=box label="final_label4" fontsize=10]; ArrayFeatureExtractor5 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(ArrayFeatureExtractor5)" fontsize=10]; classes -> ArrayFeatureExtractor5; predicted_label4 -> ArrayFeatureExtractor5; ArrayFeatureExtractor5 -> final_label4; a_df_prod13 [shape=box label="a_df_prod13" fontsize=10]; Mul17 [shape=box style="filled,rounded" color=orange label="Mul\n(Mul17)" fontsize=10]; a13 -> Mul17; tdf_col_4_c1 -> Mul17; Mul17 -> a_df_prod13; a_df_prod14 [shape=box label="a_df_prod14" fontsize=10]; Mul18 [shape=box style="filled,rounded" color=orange label="Mul\n(Mul18)" fontsize=10]; a14 -> Mul18; tdf_col_4_c2 -> Mul18; Mul18 -> a_df_prod14; final_label3 [shape=box label="final_label3" fontsize=10]; ArrayFeatureExtractor4 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(ArrayFeatureExtractor4)" fontsize=10]; classes -> ArrayFeatureExtractor4; predicted_label3 -> ArrayFeatureExtractor4; ArrayFeatureExtractor4 -> final_label3; final_label1 [shape=box label="final_label1" fontsize=10]; ArrayFeatureExtractor2 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(ArrayFeatureExtractor2)" fontsize=10]; classes -> ArrayFeatureExtractor2; predicted_label1 -> ArrayFeatureExtractor2; ArrayFeatureExtractor2 -> final_label1; final_label2 [shape=box label="final_label2" fontsize=10]; ArrayFeatureExtractor3 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(ArrayFeatureExtractor3)" fontsize=10]; classes -> ArrayFeatureExtractor3; predicted_label2 -> ArrayFeatureExtractor3; ArrayFeatureExtractor3 -> final_label2; final_label [shape=box label="final_label" fontsize=10]; ArrayFeatureExtractor1 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(ArrayFeatureExtractor1)" fontsize=10]; classes -> ArrayFeatureExtractor1; predicted_label -> ArrayFeatureExtractor1; ArrayFeatureExtractor1 -> final_label; a_df_prod6 [shape=box label="a_df_prod6" fontsize=10]; Mul8 [shape=box style="filled,rounded" color=orange label="Mul\n(Mul8)" fontsize=10]; a6 -> Mul8; tdf_col_2_c0 -> Mul8; Mul8 -> a_df_prod6; a_df_prod4 [shape=box label="a_df_prod4" fontsize=10]; Mul5 [shape=box style="filled,rounded" color=orange label="Mul\n(Mul5)" fontsize=10]; a4 -> Mul5; tdf_col_1_c1 -> Mul5; Mul5 -> a_df_prod4; a_df_prod5 [shape=box label="a_df_prod5" fontsize=10]; Mul6 [shape=box style="filled,rounded" color=orange label="Mul\n(Mul6)" fontsize=10]; a5 -> Mul6; tdf_col_1_c2 -> Mul6; Mul6 -> a_df_prod5; a_df_prod8 [shape=box label="a_df_prod8" fontsize=10]; Mul10 [shape=box style="filled,rounded" color=orange label="Mul\n(Mul10)" fontsize=10]; a8 -> Mul10; tdf_col_2_c2 -> Mul10; Mul10 -> a_df_prod8; a_df_prod7 [shape=box label="a_df_prod7" fontsize=10]; Mul9 [shape=box style="filled,rounded" color=orange label="Mul\n(Mul9)" fontsize=10]; a7 -> Mul9; tdf_col_2_c1 -> Mul9; Mul9 -> a_df_prod7; a_df_prod3 [shape=box label="a_df_prod3" fontsize=10]; Mul4 [shape=box style="filled,rounded" color=orange label="Mul\n(Mul4)" fontsize=10]; a3 -> Mul4; tdf_col_1_c0 -> Mul4; Mul4 -> a_df_prod3; a_df_prod2 [shape=box label="a_df_prod2" fontsize=10]; Mul2 [shape=box style="filled,rounded" color=orange label="Mul\n(Mul2)" fontsize=10]; a2 -> Mul2; tdf_col_0_c2 -> Mul2; Mul2 -> a_df_prod2; a_df_prod [shape=box label="a_df_prod" fontsize=10]; Mul [shape=box style="filled,rounded" color=orange label="Mul\n(Mul)" fontsize=10]; a -> Mul; tdf_col_0_c0 -> Mul; Mul -> a_df_prod; a_df_prod1 [shape=box label="a_df_prod1" fontsize=10]; Mul1 [shape=box style="filled,rounded" color=orange label="Mul\n(Mul1)" fontsize=10]; a1 -> Mul1; tdf_col_0_c1 -> Mul1; Mul1 -> a_df_prod1; exp_parameter10 [shape=box label="exp_parameter10" fontsize=10]; Add26 [shape=box style="filled,rounded" color=orange label="Add\n(Add26)" fontsize=10]; a_df_prod10 -> Add26; b10 -> Add26; Add26 -> exp_parameter10; exp_parameter9 [shape=box label="exp_parameter9" fontsize=10]; Add24 [shape=box style="filled,rounded" color=orange label="Add\n(Add24)" fontsize=10]; a_df_prod9 -> Add24; b9 -> Add24; Add24 -> exp_parameter9; exp_parameter12 [shape=box label="exp_parameter12" fontsize=10]; Add32 [shape=box style="filled,rounded" color=orange label="Add\n(Add32)" fontsize=10]; a_df_prod12 -> Add32; b12 -> Add32; Add32 -> exp_parameter12; exp_parameter11 [shape=box label="exp_parameter11" fontsize=10]; Add28 [shape=box style="filled,rounded" color=orange label="Add\n(Add28)" fontsize=10]; a_df_prod11 -> Add28; b11 -> Add28; Add28 -> exp_parameter11; reshaped_final_label4 [shape=box label="reshaped_final_label4" fontsize=10]; Reshape5 [shape=box style="filled,rounded" color=orange label="Reshape\n(Reshape5)" fontsize=10]; final_label4 -> Reshape5; shape_tensor -> Reshape5; Reshape5 -> reshaped_final_label4; exp_parameter14 [shape=box label="exp_parameter14" fontsize=10]; Add36 [shape=box style="filled,rounded" color=orange label="Add\n(Add36)" fontsize=10]; a_df_prod14 -> Add36; b14 -> Add36; Add36 -> exp_parameter14; exp_parameter13 [shape=box label="exp_parameter13" fontsize=10]; Add34 [shape=box style="filled,rounded" color=orange label="Add\n(Add34)" fontsize=10]; a_df_prod13 -> Add34; b13 -> Add34; Add34 -> exp_parameter13; reshaped_final_label [shape=box label="reshaped_final_label" fontsize=10]; Reshape1 [shape=box style="filled,rounded" color=orange label="Reshape\n(Reshape1)" fontsize=10]; final_label -> Reshape1; shape_tensor -> Reshape1; Reshape1 -> reshaped_final_label; reshaped_final_label2 [shape=box label="reshaped_final_label2" fontsize=10]; Reshape3 [shape=box style="filled,rounded" color=orange label="Reshape\n(Reshape3)" fontsize=10]; final_label2 -> Reshape3; shape_tensor -> Reshape3; Reshape3 -> reshaped_final_label2; reshaped_final_label1 [shape=box label="reshaped_final_label1" fontsize=10]; Reshape2 [shape=box style="filled,rounded" color=orange label="Reshape\n(Reshape2)" fontsize=10]; final_label1 -> Reshape2; shape_tensor -> Reshape2; Reshape2 -> reshaped_final_label1; reshaped_final_label3 [shape=box label="reshaped_final_label3" fontsize=10]; Reshape4 [shape=box style="filled,rounded" color=orange label="Reshape\n(Reshape4)" fontsize=10]; final_label3 -> Reshape4; shape_tensor -> Reshape4; Reshape4 -> reshaped_final_label3; exp_parameter6 [shape=box label="exp_parameter6" fontsize=10]; Add16 [shape=box style="filled,rounded" color=orange label="Add\n(Add16)" fontsize=10]; a_df_prod6 -> Add16; b6 -> Add16; Add16 -> exp_parameter6; exp_parameter5 [shape=box label="exp_parameter5" fontsize=10]; Add12 [shape=box style="filled,rounded" color=orange label="Add\n(Add12)" fontsize=10]; a_df_prod5 -> Add12; b5 -> Add12; Add12 -> exp_parameter5; exp_parameter4 [shape=box label="exp_parameter4" fontsize=10]; Add10 [shape=box style="filled,rounded" color=orange label="Add\n(Add10)" fontsize=10]; a_df_prod4 -> Add10; b4 -> Add10; Add10 -> exp_parameter4; exp_parameter7 [shape=box label="exp_parameter7" fontsize=10]; Add18 [shape=box style="filled,rounded" color=orange label="Add\n(Add18)" fontsize=10]; a_df_prod7 -> Add18; b7 -> Add18; Add18 -> exp_parameter7; exp_parameter8 [shape=box label="exp_parameter8" fontsize=10]; Add20 [shape=box style="filled,rounded" color=orange label="Add\n(Add20)" fontsize=10]; a_df_prod8 -> Add20; b8 -> Add20; Add20 -> exp_parameter8; exp_parameter3 [shape=box label="exp_parameter3" fontsize=10]; Add8 [shape=box style="filled,rounded" color=orange label="Add\n(Add8)" fontsize=10]; a_df_prod3 -> Add8; b3 -> Add8; Add8 -> exp_parameter3; exp_parameter1 [shape=box label="exp_parameter1" fontsize=10]; Add2 [shape=box style="filled,rounded" color=orange label="Add\n(Add2)" fontsize=10]; a_df_prod1 -> Add2; b1 -> Add2; Add2 -> exp_parameter1; exp_parameter2 [shape=box label="exp_parameter2" fontsize=10]; Add4 [shape=box style="filled,rounded" color=orange label="Add\n(Add4)" fontsize=10]; a_df_prod2 -> Add4; b2 -> Add4; Add4 -> exp_parameter2; exp_parameter [shape=box label="exp_parameter" fontsize=10]; Add [shape=box style="filled,rounded" color=orange label="Add\n(Add)" fontsize=10]; a_df_prod -> Add; b -> Add; Add -> exp_parameter; exp_result9 [shape=box label="exp_result9" fontsize=10]; Exp9 [shape=box style="filled,rounded" color=orange label="Exp\n(Exp9)" fontsize=10]; exp_parameter9 -> Exp9; Exp9 -> exp_result9; exp_result10 [shape=box label="exp_result10" fontsize=10]; Exp10 [shape=box style="filled,rounded" color=orange label="Exp\n(Exp10)" fontsize=10]; exp_parameter10 -> Exp10; Exp10 -> exp_result10; exp_result11 [shape=box label="exp_result11" fontsize=10]; Exp11 [shape=box style="filled,rounded" color=orange label="Exp\n(Exp11)" fontsize=10]; exp_parameter11 -> Exp11; Exp11 -> exp_result11; exp_result12 [shape=box label="exp_result12" fontsize=10]; Exp12 [shape=box style="filled,rounded" color=orange label="Exp\n(Exp12)" fontsize=10]; exp_parameter12 -> Exp12; Exp12 -> exp_result12; label5 [shape=box label="label5" fontsize=10]; Cast16 [shape=box style="filled,rounded" color=orange label="Cast\n(Cast16)\nto=7" fontsize=10]; reshaped_final_label4 -> Cast16; Cast16 -> label5; exp_result14 [shape=box label="exp_result14" fontsize=10]; Exp14 [shape=box style="filled,rounded" color=orange label="Exp\n(Exp14)" fontsize=10]; exp_parameter14 -> Exp14; Exp14 -> exp_result14; exp_result13 [shape=box label="exp_result13" fontsize=10]; Exp13 [shape=box style="filled,rounded" color=orange label="Exp\n(Exp13)" fontsize=10]; exp_parameter13 -> Exp13; Exp13 -> exp_result13; label3 [shape=box label="label3" fontsize=10]; Cast14 [shape=box style="filled,rounded" color=orange label="Cast\n(Cast14)\nto=7" fontsize=10]; reshaped_final_label2 -> Cast14; Cast14 -> label3; label2 [shape=box label="label2" fontsize=10]; Cast13 [shape=box style="filled,rounded" color=orange label="Cast\n(Cast13)\nto=7" fontsize=10]; reshaped_final_label1 -> Cast13; Cast13 -> label2; label1 [shape=box label="label1" fontsize=10]; Cast12 [shape=box style="filled,rounded" color=orange label="Cast\n(Cast12)\nto=7" fontsize=10]; reshaped_final_label -> Cast12; Cast12 -> label1; exp_result6 [shape=box label="exp_result6" fontsize=10]; Exp6 [shape=box style="filled,rounded" color=orange label="Exp\n(Exp6)" fontsize=10]; exp_parameter6 -> Exp6; Exp6 -> exp_result6; exp_result4 [shape=box label="exp_result4" fontsize=10]; Exp4 [shape=box style="filled,rounded" color=orange label="Exp\n(Exp4)" fontsize=10]; exp_parameter4 -> Exp4; Exp4 -> exp_result4; exp_result5 [shape=box label="exp_result5" fontsize=10]; Exp5 [shape=box style="filled,rounded" color=orange label="Exp\n(Exp5)" fontsize=10]; exp_parameter5 -> Exp5; Exp5 -> exp_result5; exp_result8 [shape=box label="exp_result8" fontsize=10]; Exp8 [shape=box style="filled,rounded" color=orange label="Exp\n(Exp8)" fontsize=10]; exp_parameter8 -> Exp8; Exp8 -> exp_result8; exp_result7 [shape=box label="exp_result7" fontsize=10]; Exp7 [shape=box style="filled,rounded" color=orange label="Exp\n(Exp7)" fontsize=10]; exp_parameter7 -> Exp7; Exp7 -> exp_result7; label4 [shape=box label="label4" fontsize=10]; Cast15 [shape=box style="filled,rounded" color=orange label="Cast\n(Cast15)\nto=7" fontsize=10]; reshaped_final_label3 -> Cast15; Cast15 -> label4; exp_result2 [shape=box label="exp_result2" fontsize=10]; Exp2 [shape=box style="filled,rounded" color=orange label="Exp\n(Exp2)" fontsize=10]; exp_parameter2 -> Exp2; Exp2 -> exp_result2; exp_result3 [shape=box label="exp_result3" fontsize=10]; Exp3 [shape=box style="filled,rounded" color=orange label="Exp\n(Exp3)" fontsize=10]; exp_parameter3 -> Exp3; Exp3 -> exp_result3; exp_result1 [shape=box label="exp_result1" fontsize=10]; Exp1 [shape=box style="filled,rounded" color=orange label="Exp\n(Exp1)" fontsize=10]; exp_parameter1 -> Exp1; Exp1 -> exp_result1; exp_result [shape=box label="exp_result" fontsize=10]; Exp [shape=box style="filled,rounded" color=orange label="Exp\n(Exp)" fontsize=10]; exp_parameter -> Exp; Exp -> exp_result; denominator9 [shape=box label="denominator9" fontsize=10]; Add25 [shape=box style="filled,rounded" color=orange label="Add\n(Add25)" fontsize=10]; unity -> Add25; exp_result9 -> Add25; Add25 -> denominator9; denominator10 [shape=box label="denominator10" fontsize=10]; Add27 [shape=box style="filled,rounded" color=orange label="Add\n(Add27)" fontsize=10]; unity -> Add27; exp_result10 -> Add27; Add27 -> denominator10; denominator12 [shape=box label="denominator12" fontsize=10]; Add33 [shape=box style="filled,rounded" color=orange label="Add\n(Add33)" fontsize=10]; unity -> Add33; exp_result12 -> Add33; Add33 -> denominator12; denominator11 [shape=box label="denominator11" fontsize=10]; Add29 [shape=box style="filled,rounded" color=orange label="Add\n(Add29)" fontsize=10]; unity -> Add29; exp_result11 -> Add29; Add29 -> denominator11; denominator14 [shape=box label="denominator14" fontsize=10]; Add37 [shape=box style="filled,rounded" color=orange label="Add\n(Add37)" fontsize=10]; unity -> Add37; exp_result14 -> Add37; Add37 -> denominator14; denominator13 [shape=box label="denominator13" fontsize=10]; Add35 [shape=box style="filled,rounded" color=orange label="Add\n(Add35)" fontsize=10]; unity -> Add35; exp_result13 -> Add35; Add35 -> denominator13; denominator5 [shape=box label="denominator5" fontsize=10]; Add13 [shape=box style="filled,rounded" color=orange label="Add\n(Add13)" fontsize=10]; unity -> Add13; exp_result5 -> Add13; Add13 -> denominator5; denominator4 [shape=box label="denominator4" fontsize=10]; Add11 [shape=box style="filled,rounded" color=orange label="Add\n(Add11)" fontsize=10]; unity -> Add11; exp_result4 -> Add11; Add11 -> denominator4; denominator6 [shape=box label="denominator6" fontsize=10]; Add17 [shape=box style="filled,rounded" color=orange label="Add\n(Add17)" fontsize=10]; unity -> Add17; exp_result6 -> Add17; Add17 -> denominator6; denominator7 [shape=box label="denominator7" fontsize=10]; Add19 [shape=box style="filled,rounded" color=orange label="Add\n(Add19)" fontsize=10]; unity -> Add19; exp_result7 -> Add19; Add19 -> denominator7; denominator8 [shape=box label="denominator8" fontsize=10]; Add21 [shape=box style="filled,rounded" color=orange label="Add\n(Add21)" fontsize=10]; unity -> Add21; exp_result8 -> Add21; Add21 -> denominator8; denominator3 [shape=box label="denominator3" fontsize=10]; Add9 [shape=box style="filled,rounded" color=orange label="Add\n(Add9)" fontsize=10]; unity -> Add9; exp_result3 -> Add9; Add9 -> denominator3; denominator1 [shape=box label="denominator1" fontsize=10]; Add3 [shape=box style="filled,rounded" color=orange label="Add\n(Add3)" fontsize=10]; unity -> Add3; exp_result1 -> Add3; Add3 -> denominator1; denominator2 [shape=box label="denominator2" fontsize=10]; Add5 [shape=box style="filled,rounded" color=orange label="Add\n(Add5)" fontsize=10]; unity -> Add5; exp_result2 -> Add5; Add5 -> denominator2; denominator [shape=box label="denominator" fontsize=10]; Add1 [shape=box style="filled,rounded" color=orange label="Add\n(Add1)" fontsize=10]; unity -> Add1; exp_result -> Add1; Add1 -> denominator; sigmoid_predict_result9 [shape=box label="sigmoid_predict_result9" fontsize=10]; Div9 [shape=box style="filled,rounded" color=orange label="Div\n(Div9)" fontsize=10]; unity -> Div9; denominator9 -> Div9; Div9 -> sigmoid_predict_result9; sigmoid_predict_result10 [shape=box label="sigmoid_predict_result10" fontsize=10]; Div10 [shape=box style="filled,rounded" color=orange label="Div\n(Div10)" fontsize=10]; unity -> Div10; denominator10 -> Div10; Div10 -> sigmoid_predict_result10; sigmoid_predict_result12 [shape=box label="sigmoid_predict_result12" fontsize=10]; Div12 [shape=box style="filled,rounded" color=orange label="Div\n(Div12)" fontsize=10]; unity -> Div12; denominator12 -> Div12; Div12 -> sigmoid_predict_result12; sigmoid_predict_result11 [shape=box label="sigmoid_predict_result11" fontsize=10]; Div11 [shape=box style="filled,rounded" color=orange label="Div\n(Div11)" fontsize=10]; unity -> Div11; denominator11 -> Div11; Div11 -> sigmoid_predict_result11; sigmoid_predict_result13 [shape=box label="sigmoid_predict_result13" fontsize=10]; Div13 [shape=box style="filled,rounded" color=orange label="Div\n(Div13)" fontsize=10]; unity -> Div13; denominator13 -> Div13; Div13 -> sigmoid_predict_result13; sigmoid_predict_result14 [shape=box label="sigmoid_predict_result14" fontsize=10]; Div14 [shape=box style="filled,rounded" color=orange label="Div\n(Div14)" fontsize=10]; unity -> Div14; denominator14 -> Div14; Div14 -> sigmoid_predict_result14; sigmoid_predict_result5 [shape=box label="sigmoid_predict_result5" fontsize=10]; Div5 [shape=box style="filled,rounded" color=orange label="Div\n(Div5)" fontsize=10]; unity -> Div5; denominator5 -> Div5; Div5 -> sigmoid_predict_result5; sigmoid_predict_result4 [shape=box label="sigmoid_predict_result4" fontsize=10]; Div4 [shape=box style="filled,rounded" color=orange label="Div\n(Div4)" fontsize=10]; unity -> Div4; denominator4 -> Div4; Div4 -> sigmoid_predict_result4; sigmoid_predict_result8 [shape=box label="sigmoid_predict_result8" fontsize=10]; Div8 [shape=box style="filled,rounded" color=orange label="Div\n(Div8)" fontsize=10]; unity -> Div8; denominator8 -> Div8; Div8 -> sigmoid_predict_result8; sigmoid_predict_result7 [shape=box label="sigmoid_predict_result7" fontsize=10]; Div7 [shape=box style="filled,rounded" color=orange label="Div\n(Div7)" fontsize=10]; unity -> Div7; denominator7 -> Div7; Div7 -> sigmoid_predict_result7; sigmoid_predict_result6 [shape=box label="sigmoid_predict_result6" fontsize=10]; Div6 [shape=box style="filled,rounded" color=orange label="Div\n(Div6)" fontsize=10]; unity -> Div6; denominator6 -> Div6; Div6 -> sigmoid_predict_result6; sigmoid_predict_result [shape=box label="sigmoid_predict_result" fontsize=10]; Div [shape=box style="filled,rounded" color=orange label="Div\n(Div)" fontsize=10]; unity -> Div; denominator -> Div; Div -> sigmoid_predict_result; sigmoid_predict_result3 [shape=box label="sigmoid_predict_result3" fontsize=10]; Div3 [shape=box style="filled,rounded" color=orange label="Div\n(Div3)" fontsize=10]; unity -> Div3; denominator3 -> Div3; Div3 -> sigmoid_predict_result3; sigmoid_predict_result1 [shape=box label="sigmoid_predict_result1" fontsize=10]; Div1 [shape=box style="filled,rounded" color=orange label="Div\n(Div1)" fontsize=10]; unity -> Div1; denominator1 -> Div1; Div1 -> sigmoid_predict_result1; sigmoid_predict_result2 [shape=box label="sigmoid_predict_result2" fontsize=10]; Div2 [shape=box style="filled,rounded" color=orange label="Div\n(Div2)" fontsize=10]; unity -> Div2; denominator2 -> Div2; Div2 -> sigmoid_predict_result2; concatenated_prob3 [shape=box label="concatenated_prob3" fontsize=10]; Concat3 [shape=box style="filled,rounded" color=orange label="Concat\n(Concat3)\naxis=1" fontsize=10]; sigmoid_predict_result9 -> Concat3; sigmoid_predict_result10 -> Concat3; sigmoid_predict_result11 -> Concat3; Concat3 -> concatenated_prob3; concatenated_prob4 [shape=box label="concatenated_prob4" fontsize=10]; Concat4 [shape=box style="filled,rounded" color=orange label="Concat\n(Concat4)\naxis=1" fontsize=10]; sigmoid_predict_result12 -> Concat4; sigmoid_predict_result13 -> Concat4; sigmoid_predict_result14 -> Concat4; Concat4 -> concatenated_prob4; concatenated_prob1 [shape=box label="concatenated_prob1" fontsize=10]; Concat1 [shape=box style="filled,rounded" color=orange label="Concat\n(Concat1)\naxis=1" fontsize=10]; sigmoid_predict_result3 -> Concat1; sigmoid_predict_result4 -> Concat1; sigmoid_predict_result5 -> Concat1; Concat1 -> concatenated_prob1; concatenated_prob2 [shape=box label="concatenated_prob2" fontsize=10]; Concat2 [shape=box style="filled,rounded" color=orange label="Concat\n(Concat2)\naxis=1" fontsize=10]; sigmoid_predict_result6 -> Concat2; sigmoid_predict_result7 -> Concat2; sigmoid_predict_result8 -> Concat2; Concat2 -> concatenated_prob2; concatenated_prob [shape=box label="concatenated_prob" fontsize=10]; Concat [shape=box style="filled,rounded" color=orange label="Concat\n(Concat)\naxis=1" fontsize=10]; sigmoid_predict_result -> Concat; sigmoid_predict_result1 -> Concat; sigmoid_predict_result2 -> Concat; Concat -> concatenated_prob; reduced_prob3 [shape=box label="reduced_prob3" fontsize=10]; ReduceSum3 [shape=box style="filled,rounded" color=orange label="ReduceSum\n(ReduceSum3)" fontsize=10]; concatenated_prob3 -> ReduceSum3; axis -> ReduceSum3; ReduceSum3 -> reduced_prob3; reduced_prob4 [shape=box label="reduced_prob4" fontsize=10]; ReduceSum4 [shape=box style="filled,rounded" color=orange label="ReduceSum\n(ReduceSum4)" fontsize=10]; concatenated_prob4 -> ReduceSum4; axis -> ReduceSum4; ReduceSum4 -> reduced_prob4; reduced_prob1 [shape=box label="reduced_prob1" fontsize=10]; ReduceSum1 [shape=box style="filled,rounded" color=orange label="ReduceSum\n(ReduceSum1)" fontsize=10]; concatenated_prob1 -> ReduceSum1; axis -> ReduceSum1; ReduceSum1 -> reduced_prob1; reduced_prob2 [shape=box label="reduced_prob2" fontsize=10]; ReduceSum2 [shape=box style="filled,rounded" color=orange label="ReduceSum\n(ReduceSum2)" fontsize=10]; concatenated_prob2 -> ReduceSum2; axis -> ReduceSum2; ReduceSum2 -> reduced_prob2; reduced_prob [shape=box label="reduced_prob" fontsize=10]; ReduceSum [shape=box style="filled,rounded" color=orange label="ReduceSum\n(ReduceSum)" fontsize=10]; concatenated_prob -> ReduceSum; axis -> ReduceSum; ReduceSum -> reduced_prob; cast_prob3 [shape=box label="cast_prob3" fontsize=10]; Cast6 [shape=box style="filled,rounded" color=orange label="Cast\n(Cast6)\nto=9" fontsize=10]; reduced_prob3 -> Cast6; Cast6 -> cast_prob3; cast_prob4 [shape=box label="cast_prob4" fontsize=10]; Cast8 [shape=box style="filled,rounded" color=orange label="Cast\n(Cast8)\nto=9" fontsize=10]; reduced_prob4 -> Cast8; Cast8 -> cast_prob4; cast_prob1 [shape=box label="cast_prob1" fontsize=10]; Cast2 [shape=box style="filled,rounded" color=orange label="Cast\n(Cast2)\nto=9" fontsize=10]; reduced_prob1 -> Cast2; Cast2 -> cast_prob1; cast_prob2 [shape=box label="cast_prob2" fontsize=10]; Cast4 [shape=box style="filled,rounded" color=orange label="Cast\n(Cast4)\nto=9" fontsize=10]; reduced_prob2 -> Cast4; Cast4 -> cast_prob2; cast_prob [shape=box label="cast_prob" fontsize=10]; Cast [shape=box style="filled,rounded" color=orange label="Cast\n(Cast)\nto=9" fontsize=10]; reduced_prob -> Cast; Cast -> cast_prob; bool_not_cast_prob3 [shape=box label="bool_not_cast_prob3" fontsize=10]; Not3 [shape=box style="filled,rounded" color=orange label="Not\n(Not3)" fontsize=10]; cast_prob3 -> Not3; Not3 -> bool_not_cast_prob3; bool_not_cast_prob4 [shape=box label="bool_not_cast_prob4" fontsize=10]; Not4 [shape=box style="filled,rounded" color=orange label="Not\n(Not4)" fontsize=10]; cast_prob4 -> Not4; Not4 -> bool_not_cast_prob4; bool_not_cast_prob1 [shape=box label="bool_not_cast_prob1" fontsize=10]; Not1 [shape=box style="filled,rounded" color=orange label="Not\n(Not1)" fontsize=10]; cast_prob1 -> Not1; Not1 -> bool_not_cast_prob1; bool_not_cast_prob2 [shape=box label="bool_not_cast_prob2" fontsize=10]; Not2 [shape=box style="filled,rounded" color=orange label="Not\n(Not2)" fontsize=10]; cast_prob2 -> Not2; Not2 -> bool_not_cast_prob2; bool_not_cast_prob [shape=box label="bool_not_cast_prob" fontsize=10]; Not [shape=box style="filled,rounded" color=orange label="Not\n(Not)" fontsize=10]; cast_prob -> Not; Not -> bool_not_cast_prob; mask3 [shape=box label="mask3" fontsize=10]; Cast7 [shape=box style="filled,rounded" color=orange label="Cast\n(Cast7)\nto=1" fontsize=10]; bool_not_cast_prob3 -> Cast7; Cast7 -> mask3; mask4 [shape=box label="mask4" fontsize=10]; Cast9 [shape=box style="filled,rounded" color=orange label="Cast\n(Cast9)\nto=1" fontsize=10]; bool_not_cast_prob4 -> Cast9; Cast9 -> mask4; mask1 [shape=box label="mask1" fontsize=10]; Cast3 [shape=box style="filled,rounded" color=orange label="Cast\n(Cast3)\nto=1" fontsize=10]; bool_not_cast_prob1 -> Cast3; Cast3 -> mask1; mask2 [shape=box label="mask2" fontsize=10]; Cast5 [shape=box style="filled,rounded" color=orange label="Cast\n(Cast5)\nto=1" fontsize=10]; bool_not_cast_prob2 -> Cast5; Cast5 -> mask2; mask [shape=box label="mask" fontsize=10]; Cast1 [shape=box style="filled,rounded" color=orange label="Cast\n(Cast1)\nto=1" fontsize=10]; bool_not_cast_prob -> Cast1; Cast1 -> mask; reduced_prob_mask3 [shape=box label="reduced_prob_mask3" fontsize=10]; Mul15 [shape=box style="filled,rounded" color=orange label="Mul\n(Mul15)" fontsize=10]; mask3 -> Mul15; n_classes -> Mul15; Mul15 -> reduced_prob_mask3; masked_concatenated_prob3 [shape=box label="masked_concatenated_prob3" fontsize=10]; Add30 [shape=box style="filled,rounded" color=orange label="Add\n(Add30)" fontsize=10]; concatenated_prob3 -> Add30; mask3 -> Add30; Add30 -> masked_concatenated_prob3; masked_concatenated_prob4 [shape=box label="masked_concatenated_prob4" fontsize=10]; Add38 [shape=box style="filled,rounded" color=orange label="Add\n(Add38)" fontsize=10]; concatenated_prob4 -> Add38; mask4 -> Add38; Add38 -> masked_concatenated_prob4; reduced_prob_mask4 [shape=box label="reduced_prob_mask4" fontsize=10]; Mul19 [shape=box style="filled,rounded" color=orange label="Mul\n(Mul19)" fontsize=10]; mask4 -> Mul19; n_classes -> Mul19; Mul19 -> reduced_prob_mask4; masked_concatenated_prob1 [shape=box label="masked_concatenated_prob1" fontsize=10]; Add14 [shape=box style="filled,rounded" color=orange label="Add\n(Add14)" fontsize=10]; concatenated_prob1 -> Add14; mask1 -> Add14; Add14 -> masked_concatenated_prob1; reduced_prob_mask1 [shape=box label="reduced_prob_mask1" fontsize=10]; Mul7 [shape=box style="filled,rounded" color=orange label="Mul\n(Mul7)" fontsize=10]; mask1 -> Mul7; n_classes -> Mul7; Mul7 -> reduced_prob_mask1; reduced_prob_mask2 [shape=box label="reduced_prob_mask2" fontsize=10]; Mul11 [shape=box style="filled,rounded" color=orange label="Mul\n(Mul11)" fontsize=10]; mask2 -> Mul11; n_classes -> Mul11; Mul11 -> reduced_prob_mask2; masked_concatenated_prob2 [shape=box label="masked_concatenated_prob2" fontsize=10]; Add22 [shape=box style="filled,rounded" color=orange label="Add\n(Add22)" fontsize=10]; concatenated_prob2 -> Add22; mask2 -> Add22; Add22 -> masked_concatenated_prob2; masked_concatenated_prob [shape=box label="masked_concatenated_prob" fontsize=10]; Add6 [shape=box style="filled,rounded" color=orange label="Add\n(Add6)" fontsize=10]; concatenated_prob -> Add6; mask -> Add6; Add6 -> masked_concatenated_prob; reduced_prob_mask [shape=box label="reduced_prob_mask" fontsize=10]; Mul3 [shape=box style="filled,rounded" color=orange label="Mul\n(Mul3)" fontsize=10]; mask -> Mul3; n_classes -> Mul3; Mul3 -> reduced_prob_mask; masked_reduced_prob2 [shape=box label="masked_reduced_prob2" fontsize=10]; Add23 [shape=box style="filled,rounded" color=orange label="Add\n(Add23)" fontsize=10]; reduced_prob2 -> Add23; reduced_prob_mask2 -> Add23; Add23 -> masked_reduced_prob2; masked_reduced_prob3 [shape=box label="masked_reduced_prob3" fontsize=10]; Add31 [shape=box style="filled,rounded" color=orange label="Add\n(Add31)" fontsize=10]; reduced_prob3 -> Add31; reduced_prob_mask3 -> Add31; Add31 -> masked_reduced_prob3; masked_reduced_prob4 [shape=box label="masked_reduced_prob4" fontsize=10]; Add39 [shape=box style="filled,rounded" color=orange label="Add\n(Add39)" fontsize=10]; reduced_prob4 -> Add39; reduced_prob_mask4 -> Add39; Add39 -> masked_reduced_prob4; masked_reduced_prob1 [shape=box label="masked_reduced_prob1" fontsize=10]; Add15 [shape=box style="filled,rounded" color=orange label="Add\n(Add15)" fontsize=10]; reduced_prob1 -> Add15; reduced_prob_mask1 -> Add15; Add15 -> masked_reduced_prob1; masked_reduced_prob [shape=box label="masked_reduced_prob" fontsize=10]; Add7 [shape=box style="filled,rounded" color=orange label="Add\n(Add7)" fontsize=10]; reduced_prob -> Add7; reduced_prob_mask -> Add7; Add7 -> masked_reduced_prob; calc_prob2 [shape=box label="calc_prob2" fontsize=10]; CaliDiv2 [shape=box style="filled,rounded" color=orange label="Div\n(CaliDiv2)" fontsize=10]; masked_concatenated_prob2 -> CaliDiv2; masked_reduced_prob2 -> CaliDiv2; CaliDiv2 -> calc_prob2; calc_prob3 [shape=box label="calc_prob3" fontsize=10]; CaliDiv3 [shape=box style="filled,rounded" color=orange label="Div\n(CaliDiv3)" fontsize=10]; masked_concatenated_prob3 -> CaliDiv3; masked_reduced_prob3 -> CaliDiv3; CaliDiv3 -> calc_prob3; calc_prob4 [shape=box label="calc_prob4" fontsize=10]; CaliDiv4 [shape=box style="filled,rounded" color=orange label="Div\n(CaliDiv4)" fontsize=10]; masked_concatenated_prob4 -> CaliDiv4; masked_reduced_prob4 -> CaliDiv4; CaliDiv4 -> calc_prob4; calc_prob1 [shape=box label="calc_prob1" fontsize=10]; CaliDiv1 [shape=box style="filled,rounded" color=orange label="Div\n(CaliDiv1)" fontsize=10]; masked_concatenated_prob1 -> CaliDiv1; masked_reduced_prob1 -> CaliDiv1; CaliDiv1 -> calc_prob1; calc_prob [shape=box label="calc_prob" fontsize=10]; CaliDiv0 [shape=box style="filled,rounded" color=orange label="Div\n(CaliDiv0)" fontsize=10]; masked_concatenated_prob -> CaliDiv0; masked_reduced_prob -> CaliDiv0; CaliDiv0 -> calc_prob; add_result [shape=box label="add_result" fontsize=10]; Sum [shape=box style="filled,rounded" color=orange label="Sum\n(Sum)" fontsize=10]; calc_prob -> Sum; calc_prob1 -> Sum; calc_prob2 -> Sum; calc_prob3 -> Sum; calc_prob4 -> Sum; Sum -> add_result; probabilities [shape=box label="probabilities" fontsize=10]; Div15 [shape=box style="filled,rounded" color=orange label="Div\n(Div15)" fontsize=10]; add_result -> Div15; clf_length -> Div15; Div15 -> probabilities; ZipMap [shape=box style="filled,rounded" color=orange label="ZipMap\n(ZipMap)\nclasslabels_int64s=[0 1 2]" fontsize=10]; probabilities -> ZipMap; ZipMap -> output_probability; argmax_output [shape=box label="argmax_output" fontsize=10]; ArgMax [shape=box style="filled,rounded" color=orange label="ArgMax\n(ArgMax)\naxis=1" fontsize=10]; probabilities -> ArgMax; ArgMax -> argmax_output; array_feature_extractor_result [shape=box label="array_feature_extractor_result" fontsize=10]; ArrayFeatureExtractor [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(ArrayFeatureExtractor)" fontsize=10]; classes -> ArrayFeatureExtractor; argmax_output -> ArrayFeatureExtractor; ArrayFeatureExtractor -> array_feature_extractor_result; reshaped_result [shape=box label="reshaped_result" fontsize=10]; Reshape [shape=box style="filled,rounded" color=orange label="Reshape\n(Reshape)" fontsize=10]; array_feature_extractor_result -> Reshape; shape_tensor -> Reshape; Reshape -> reshaped_result; label [shape=box label="label" fontsize=10]; Cast10 [shape=box style="filled,rounded" color=orange label="Cast\n(Cast10)\nto=7" fontsize=10]; reshaped_result -> Cast10; Cast10 -> label; Cast11 [shape=box style="filled,rounded" color=orange label="Cast\n(Cast11)\nto=7" fontsize=10]; label -> Cast11; Cast11 -> output_label; }