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jit_net.cpp
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jit_net.cpp
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#include "example_progs.h"
//prog jitnet() {
//prog prg;
//prg.compute_unit_file = "jitnet_compute.h";
//prg.name = "jitnet";
//// Stencil<float, 8, 3, 3, 3> &conv1_weights_im_global_wrapper_stencil = arg_0;
//prg.add_input("conv1_weights_im_global_wrapper_stencil");
//prg.buffer_port_widths["conv1_weights_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 8, 3, 3, 8> &conv2_weights_im_global_wrapper_stencil = arg_1;
//prg.add_input("conv2_weights_im_global_wrapper_stencil");
//prg.buffer_port_widths["conv2_weights_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 32, 3, 3, 32> &conv3_weights_im_global_wrapper_stencil = arg_2;
//prg.add_input("conv3_weights_im_global_wrapper_stencil");
//prg.buffer_port_widths["conv3_weights_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 18, 3, 3, 32> &conv4_weights_im_global_wrapper_stencil = arg_3;
//prg.add_input("conv4_weights_im_global_wrapper_stencil");
//prg.buffer_port_widths["conv4_weights_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 32, 1, 1, 32> &conv5_weights_im_global_wrapper_stencil = arg_4;
//prg.add_input("conv5_weights_im_global_wrapper_stencil");
//prg.buffer_port_widths["conv5_weights_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 8> &conv_mu_0_im_global_wrapper_stencil = arg_5;
//prg.add_input("conv_mu_0_im_global_wrapper_stencil");
//prg.buffer_port_widths["conv_mu_0_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 32> &conv_mu_10_im_global_wrapper_stencil = arg_6;
//prg.add_input("conv_mu_10_im_global_wrapper_stencil");
//prg.buffer_port_widths["conv_mu_10_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 8> &conv_mu_1_im_global_wrapper_stencil = arg_7;
//prg.add_input("conv_mu_1_im_global_wrapper_stencil");
//prg.buffer_port_widths["conv_mu_1_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 32> &conv_mu_8_im_global_wrapper_stencil = arg_8;
//prg.add_input("conv_mu_8_im_global_wrapper_stencil");
//prg.buffer_port_widths["conv_mu_8_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 18> &conv_mu_9_im_global_wrapper_stencil = arg_9;
//prg.add_input("conv_mu_9_im_global_wrapper_stencil");
//prg.buffer_port_widths["conv_mu_9_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 8> &conv_sigma_0_im_global_wrapper_stencil = arg_10;
//prg.add_input("conv_sigma_0_im_global_wrapper_stencil");
//prg.buffer_port_widths["conv_sigma_0_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 32> &conv_sigma_10_im_global_wrapper_stencil = arg_11;
//prg.add_input("conv_sigma_10_im_global_wrapper_stencil");
//prg.buffer_port_widths["conv_sigma_10_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 8> &conv_sigma_1_im_global_wrapper_stencil = arg_12;
//prg.add_input("conv_sigma_1_im_global_wrapper_stencil");
//prg.buffer_port_widths["conv_sigma_1_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 32> &conv_sigma_8_im_global_wrapper_stencil = arg_13;
//prg.add_input("conv_sigma_8_im_global_wrapper_stencil");
//prg.buffer_port_widths["conv_sigma_8_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 18> &conv_sigma_9_im_global_wrapper_stencil = arg_14;
//prg.add_input("conv_sigma_9_im_global_wrapper_stencil");
//prg.buffer_port_widths["conv_sigma_9_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 32, 3, 3, 128> &dec1_weights_0_im_global_wrapper_stencil = arg_15;
//prg.add_input("dec1_weights_0_im_global_wrapper_stencil");
//prg.buffer_port_widths["dec1_weights_0_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 32, 1, 3, 32> &dec1_weights_1_im_global_wrapper_stencil = arg_16;
//prg.add_input("dec1_weights_1_im_global_wrapper_stencil");
//prg.buffer_port_widths["dec1_weights_1_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 12, 3, 1, 32> &dec1_weights_2_im_global_wrapper_stencil = arg_17;
//prg.add_input("dec1_weights_2_im_global_wrapper_stencil");
//prg.buffer_port_widths["dec1_weights_2_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 12, 1, 1, 128> &dec1_weights_3_im_global_wrapper_stencil = arg_18;
//prg.add_input("dec1_weights_3_im_global_wrapper_stencil");
//prg.buffer_port_widths["dec1_weights_3_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 64, 3, 3, 192> &dec2_weights_0_im_global_wrapper_stencil = arg_19;
//prg.add_input("dec2_weights_0_im_global_wrapper_stencil");
//prg.buffer_port_widths["dec2_weights_0_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 64, 1, 3, 64> &dec2_weights_1_im_global_wrapper_stencil = arg_20;
//prg.add_input("dec2_weights_1_im_global_wrapper_stencil");
//prg.buffer_port_widths["dec2_weights_1_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 66, 3, 1, 64> &dec2_weights_2_im_global_wrapper_stencil = arg_21;
//prg.add_input("dec2_weights_2_im_global_wrapper_stencil");
//prg.buffer_port_widths["dec2_weights_2_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 66, 1, 1, 192> &dec2_weights_3_im_global_wrapper_stencil = arg_22;
//prg.add_input("dec2_weights_3_im_global_wrapper_stencil");
//prg.buffer_port_widths["dec2_weights_3_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 40, 3, 3, 128> &dec3_weights_0_im_global_wrapper_stencil = arg_23;
//prg.add_input("dec3_weights_0_im_global_wrapper_stencil");
//prg.buffer_port_widths["dec3_weights_0_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 128, 1, 3, 128> &dec3_weights_1_im_global_wrapper_stencil = arg_24;
//prg.add_input("dec3_weights_1_im_global_wrapper_stencil");
//prg.buffer_port_widths["dec3_weights_1_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 98, 3, 1, 128> &dec3_weights_2_im_global_wrapper_stencil = arg_25;
//prg.add_input("dec3_weights_2_im_global_wrapper_stencil");
//prg.buffer_port_widths["dec3_weights_2_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 98, 1, 1, 128> &dec3_weights_3_im_global_wrapper_stencil = arg_26;
//prg.add_input("dec3_weights_3_im_global_wrapper_stencil");
//prg.buffer_port_widths["dec3_weights_3_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 64, 3, 3, 8> &enc1_weights_0_im_global_wrapper_stencil = arg_27;
//prg.add_input("enc1_weights_0_im_global_wrapper_stencil");
//prg.buffer_port_widths["enc1_weights_0_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 64, 1, 3, 64> &enc1_weights_1_im_global_wrapper_stencil = arg_28;
//prg.add_input("enc1_weights_1_im_global_wrapper_stencil");
//prg.buffer_port_widths["enc1_weights_1_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 128, 3, 1, 64> &enc1_weights_2_im_global_wrapper_stencil = arg_29;
//prg.add_input("enc1_weights_2_im_global_wrapper_stencil");
//prg.buffer_port_widths["enc1_weights_2_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 128, 1, 1, 8> &enc1_weights_3_im_global_wrapper_stencil = arg_30;
//prg.add_input("enc1_weights_3_im_global_wrapper_stencil");
//prg.buffer_port_widths["enc1_weights_3_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 64, 3, 3, 64> &enc2_weights_0_im_global_wrapper_stencil = arg_31;
//prg.add_input("enc2_weights_0_im_global_wrapper_stencil");
//prg.buffer_port_widths["enc2_weights_0_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 64, 1, 3, 64> &enc2_weights_1_im_global_wrapper_stencil = arg_32;
//prg.add_input("enc2_weights_1_im_global_wrapper_stencil");
//prg.buffer_port_widths["enc2_weights_1_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 192, 3, 1, 64> &enc2_weights_2_im_global_wrapper_stencil = arg_33;
//prg.add_input("enc2_weights_2_im_global_wrapper_stencil");
//prg.buffer_port_widths["enc2_weights_2_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 192, 1, 1, 64> &enc2_weights_3_im_global_wrapper_stencil = arg_34;
//prg.add_input("enc2_weights_3_im_global_wrapper_stencil");
//prg.buffer_port_widths["enc2_weights_3_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 40, 3, 3, 64> &enc3_weights_0_im_global_wrapper_stencil = arg_35;
//prg.add_input("enc3_weights_0_im_global_wrapper_stencil");
//prg.buffer_port_widths["enc3_weights_0_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 128, 1, 3, 128> &enc3_weights_1_im_global_wrapper_stencil = arg_36;
//prg.add_input("enc3_weights_1_im_global_wrapper_stencil");
//prg.buffer_port_widths["enc3_weights_1_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 128, 3, 1, 128> &enc3_weights_2_im_global_wrapper_stencil = arg_37;
//prg.add_input("enc3_weights_2_im_global_wrapper_stencil");
//prg.buffer_port_widths["enc3_weights_2_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 128, 1, 1, 64> &enc3_weights_3_im_global_wrapper_stencil = arg_38;
//prg.add_input("enc3_weights_3_im_global_wrapper_stencil");
//prg.buffer_port_widths["enc3_weights_3_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 3, 720, 23695> &input_im_global_wrapper_stencil = arg_39;
//prg.add_input("input_im_global_wrapper_stencil");
//prg.buffer_port_widths["input_im_global_wrapper_stencil"] = 32;
//// Stencil<float, 32, 1280, 720> &conv5_relu_stencil = arg_40;
//prg.add_output("conv5_relu_stencil");
//prg.buffer_port_widths["conv5_relu_stencil"] = 32;
//////producing dec1_weights_3_im_global_wrapper_global_wrapper.stencil
//auto dec1_weights_3_im_global_wrapper_global_wrapper_s0__3 = prg.add_loop("dec1_weights_3_im_global_wrapper_global_wrapper_s0__3", 0, 128);
//auto dec1_weights_3_im_global_wrapper_global_wrapper_s0__0 = dec1_weights_3_im_global_wrapper_global_wrapper_s0__3->add_loop("dec1_weights_3_im_global_wrapper_global_wrapper_s0__0", -2, 10);
////store is: dec1_weights_3_im_global_wrapper_global_wrapper.stencil((dec1_weights_3_im_global_wrapper_global_wrapper_s0__0 + 2), 0, 0, dec1_weights_3_im_global_wrapper_global_wrapper_s0__3) = dec1_weights_3_im_global_wrapper.stencil(dec1_weights_3_im_global_wrapper_global_wrapper_s0__0, 0, 0, dec1_weights_3_im_global_wrapper_global_wrapper_s0__3)
//auto hcompute_dec1_weights_3_im_global_wrapper_global_wrapper_stencil = dec1_weights_3_im_global_wrapper_global_wrapper_s0__0->add_op("op_hcompute_dec1_weights_3_im_global_wrapper_global_wrapper_stencil");
//hcompute_dec1_weights_3_im_global_wrapper_global_wrapper_stencil->add_function("hcompute_dec1_weights_3_im_global_wrapper_global_wrapper_stencil");
//hcompute_dec1_weights_3_im_global_wrapper_global_wrapper_stencil->add_load("dec1_weights_3_im_global_wrapper_stencil", "dec1_weights_3_im_global_wrapper_global_wrapper_s0__3", "0", "0", "dec1_weights_3_im_global_wrapper_global_wrapper_s0__0");
//prg.buffer_port_widths["dec1_weights_3_im_global_wrapper_global_wrapper_stencil"] = 32;
//hcompute_dec1_weights_3_im_global_wrapper_global_wrapper_stencil->add_store("dec1_weights_3_im_global_wrapper_global_wrapper_stencil", "dec1_weights_3_im_global_wrapper_global_wrapper_s0__3", "0", "0", "(dec1_weights_3_im_global_wrapper_global_wrapper_s0__0 + 2)");
////consuming dec1_weights_3_im_global_wrapper_global_wrapper.stencil
//////producing dec2_weights_3_im_global_wrapper_global_wrapper.stencil
//auto dec2_weights_3_im_global_wrapper_global_wrapper_s0__3 = prg.add_loop("dec2_weights_3_im_global_wrapper_global_wrapper_s0__3", 0, 192);
//auto dec2_weights_3_im_global_wrapper_global_wrapper_s0__0 = dec2_weights_3_im_global_wrapper_global_wrapper_s0__3->add_loop("dec2_weights_3_im_global_wrapper_global_wrapper_s0__0", -1, 65);
////store is: dec2_weights_3_im_global_wrapper_global_wrapper.stencil((dec2_weights_3_im_global_wrapper_global_wrapper_s0__0 + 1), 0, 0, dec2_weights_3_im_global_wrapper_global_wrapper_s0__3) = dec2_weights_3_im_global_wrapper.stencil(dec2_weights_3_im_global_wrapper_global_wrapper_s0__0, 0, 0, dec2_weights_3_im_global_wrapper_global_wrapper_s0__3)
//auto hcompute_dec2_weights_3_im_global_wrapper_global_wrapper_stencil = dec2_weights_3_im_global_wrapper_global_wrapper_s0__0->add_op("op_hcompute_dec2_weights_3_im_global_wrapper_global_wrapper_stencil");
//hcompute_dec2_weights_3_im_global_wrapper_global_wrapper_stencil->add_function("hcompute_dec2_weights_3_im_global_wrapper_global_wrapper_stencil");
//hcompute_dec2_weights_3_im_global_wrapper_global_wrapper_stencil->add_load("dec2_weights_3_im_global_wrapper_stencil", "dec2_weights_3_im_global_wrapper_global_wrapper_s0__3", "0", "0", "dec2_weights_3_im_global_wrapper_global_wrapper_s0__0");
//prg.buffer_port_widths["dec2_weights_3_im_global_wrapper_global_wrapper_stencil"] = 32;
//hcompute_dec2_weights_3_im_global_wrapper_global_wrapper_stencil->add_store("dec2_weights_3_im_global_wrapper_global_wrapper_stencil", "dec2_weights_3_im_global_wrapper_global_wrapper_s0__3", "0", "0", "(dec2_weights_3_im_global_wrapper_global_wrapper_s0__0 + 1)");
////consuming dec2_weights_3_im_global_wrapper_global_wrapper.stencil
//////producing dec3_weights_3_im_global_wrapper_global_wrapper.stencil
//auto dec3_weights_3_im_global_wrapper_global_wrapper_s0__3 = prg.add_loop("dec3_weights_3_im_global_wrapper_global_wrapper_s0__3", 0, 128);
//auto dec3_weights_3_im_global_wrapper_global_wrapper_s0__0 = dec3_weights_3_im_global_wrapper_global_wrapper_s0__3->add_loop("dec3_weights_3_im_global_wrapper_global_wrapper_s0__0", -1, 97);
////store is: dec3_weights_3_im_global_wrapper_global_wrapper.stencil((dec3_weights_3_im_global_wrapper_global_wrapper_s0__0 + 1), 0, 0, dec3_weights_3_im_global_wrapper_global_wrapper_s0__3) = dec3_weights_3_im_global_wrapper.stencil(dec3_weights_3_im_global_wrapper_global_wrapper_s0__0, 0, 0, dec3_weights_3_im_global_wrapper_global_wrapper_s0__3)
//auto hcompute_dec3_weights_3_im_global_wrapper_global_wrapper_stencil = dec3_weights_3_im_global_wrapper_global_wrapper_s0__0->add_op("op_hcompute_dec3_weights_3_im_global_wrapper_global_wrapper_stencil");
//hcompute_dec3_weights_3_im_global_wrapper_global_wrapper_stencil->add_function("hcompute_dec3_weights_3_im_global_wrapper_global_wrapper_stencil");
//hcompute_dec3_weights_3_im_global_wrapper_global_wrapper_stencil->add_load("dec3_weights_3_im_global_wrapper_stencil", "dec3_weights_3_im_global_wrapper_global_wrapper_s0__3", "0", "0", "dec3_weights_3_im_global_wrapper_global_wrapper_s0__0");
//prg.buffer_port_widths["dec3_weights_3_im_global_wrapper_global_wrapper_stencil"] = 32;
//hcompute_dec3_weights_3_im_global_wrapper_global_wrapper_stencil->add_store("dec3_weights_3_im_global_wrapper_global_wrapper_stencil", "dec3_weights_3_im_global_wrapper_global_wrapper_s0__3", "0", "0", "(dec3_weights_3_im_global_wrapper_global_wrapper_s0__0 + 1)");
////consuming dec3_weights_3_im_global_wrapper_global_wrapper.stencil
//////producing input_im_global_wrapper_global_wrapper.stencil
//auto input_im_global_wrapper_global_wrapper_s0__2 = prg.add_loop("input_im_global_wrapper_global_wrapper_s0__2", -343, 23352);
//auto input_im_global_wrapper_global_wrapper_s0__1 = input_im_global_wrapper_global_wrapper_s0__2->add_loop("input_im_global_wrapper_global_wrapper_s0__1", 0, 720);
//auto input_im_global_wrapper_global_wrapper_s0__0 = input_im_global_wrapper_global_wrapper_s0__1->add_loop("input_im_global_wrapper_global_wrapper_s0__0", 0, 3);
////store is: input_im_global_wrapper_global_wrapper.stencil(input_im_global_wrapper_global_wrapper_s0__0, input_im_global_wrapper_global_wrapper_s0__1, (input_im_global_wrapper_global_wrapper_s0__2 + 343)) = input_im_global_wrapper.stencil(input_im_global_wrapper_global_wrapper_s0__0, input_im_global_wrapper_global_wrapper_s0__1, input_im_global_wrapper_global_wrapper_s0__2)
//auto hcompute_input_im_global_wrapper_global_wrapper_stencil = input_im_global_wrapper_global_wrapper_s0__0->add_op("op_hcompute_input_im_global_wrapper_global_wrapper_stencil");
//hcompute_input_im_global_wrapper_global_wrapper_stencil->add_function("hcompute_input_im_global_wrapper_global_wrapper_stencil");
//hcompute_input_im_global_wrapper_global_wrapper_stencil->add_load("input_im_global_wrapper_stencil", "input_im_global_wrapper_global_wrapper_s0__2", "input_im_global_wrapper_global_wrapper_s0__1", "input_im_global_wrapper_global_wrapper_s0__0");
//prg.buffer_port_widths["input_im_global_wrapper_global_wrapper_stencil"] = 32;
//hcompute_input_im_global_wrapper_global_wrapper_stencil->add_store("input_im_global_wrapper_global_wrapper_stencil", "(input_im_global_wrapper_global_wrapper_s0__2 + 343)", "input_im_global_wrapper_global_wrapper_s0__1", "input_im_global_wrapper_global_wrapper_s0__0");
////consuming input_im_global_wrapper_global_wrapper.stencil
//////producing conv1_weights_im_global_wrapper_global_wrapper.stencil
//auto conv1_weights_im_global_wrapper_global_wrapper_s0__3 = prg.add_loop("conv1_weights_im_global_wrapper_global_wrapper_s0__3", 0, 3);
//auto conv1_weights_im_global_wrapper_global_wrapper_s0__2 = conv1_weights_im_global_wrapper_global_wrapper_s0__3->add_loop("conv1_weights_im_global_wrapper_global_wrapper_s0__2", 0, 3);
//auto conv1_weights_im_global_wrapper_global_wrapper_s0__1 = conv1_weights_im_global_wrapper_global_wrapper_s0__2->add_loop("conv1_weights_im_global_wrapper_global_wrapper_s0__1", 0, 3);
//auto conv1_weights_im_global_wrapper_global_wrapper_s0__0 = conv1_weights_im_global_wrapper_global_wrapper_s0__1->add_loop("conv1_weights_im_global_wrapper_global_wrapper_s0__0", 0, 8);
////store is: conv1_weights_im_global_wrapper_global_wrapper.stencil(conv1_weights_im_global_wrapper_global_wrapper_s0__0, conv1_weights_im_global_wrapper_global_wrapper_s0__1, conv1_weights_im_global_wrapper_global_wrapper_s0__2, conv1_weights_im_global_wrapper_global_wrapper_s0__3) = conv1_weights_im_global_wrapper.stencil(conv1_weights_im_global_wrapper_global_wrapper_s0__0, conv1_weights_im_global_wrapper_global_wrapper_s0__1, conv1_weights_im_global_wrapper_global_wrapper_s0__2, conv1_weights_im_global_wrapper_global_wrapper_s0__3)
//auto hcompute_conv1_weights_im_global_wrapper_global_wrapper_stencil = conv1_weights_im_global_wrapper_global_wrapper_s0__0->add_op("op_hcompute_conv1_weights_im_global_wrapper_global_wrapper_stencil");
//hcompute_conv1_weights_im_global_wrapper_global_wrapper_stencil->add_function("hcompute_conv1_weights_im_global_wrapper_global_wrapper_stencil");
//hcompute_conv1_weights_im_global_wrapper_global_wrapper_stencil->add_load("conv1_weights_im_global_wrapper_stencil", "conv1_weights_im_global_wrapper_global_wrapper_s0__3", "conv1_weights_im_global_wrapper_global_wrapper_s0__2", "conv1_weights_im_global_wrapper_global_wrapper_s0__1", "conv1_weights_im_global_wrapper_global_wrapper_s0__0");
//prg.buffer_port_widths["conv1_weights_im_global_wrapper_global_wrapper_stencil"] = 32;
//hcompute_conv1_weights_im_global_wrapper_global_wrapper_stencil->add_store("conv1_weights_im_global_wrapper_global_wrapper_stencil", "conv1_weights_im_global_wrapper_global_wrapper_s0__3", "conv1_weights_im_global_wrapper_global_wrapper_s0__2", "conv1_weights_im_global_wrapper_global_wrapper_s0__1", "conv1_weights_im_global_wrapper_global_wrapper_s0__0");
////consuming conv1_weights_im_global_wrapper_global_wrapper.stencil
//////producing conv_mu_0_im_global_wrapper_global_wrapper.stencil
//auto conv_mu_0_im_global_wrapper_global_wrapper_s0__0 = prg.add_loop("conv_mu_0_im_global_wrapper_global_wrapper_s0__0", 0, 8);
////store is: conv_mu_0_im_global_wrapper_global_wrapper.stencil(conv_mu_0_im_global_wrapper_global_wrapper_s0__0) = conv_mu_0_im_global_wrapper.stencil(conv_mu_0_im_global_wrapper_global_wrapper_s0__0)
//auto hcompute_conv_mu_0_im_global_wrapper_global_wrapper_stencil = conv_mu_0_im_global_wrapper_global_wrapper_s0__0->add_op("op_hcompute_conv_mu_0_im_global_wrapper_global_wrapper_stencil");
//hcompute_conv_mu_0_im_global_wrapper_global_wrapper_stencil->add_function("hcompute_conv_mu_0_im_global_wrapper_global_wrapper_stencil");
//hcompute_conv_mu_0_im_global_wrapper_global_wrapper_stencil->add_load("conv_mu_0_im_global_wrapper_stencil", "conv_mu_0_im_global_wrapper_global_wrapper_s0__0");
//prg.buffer_port_widths["conv_mu_0_im_global_wrapper_global_wrapper_stencil"] = 32;
//hcompute_conv_mu_0_im_global_wrapper_global_wrapper_stencil->add_store("conv_mu_0_im_global_wrapper_global_wrapper_stencil", "conv_mu_0_im_global_wrapper_global_wrapper_s0__0");
////consuming conv_mu_0_im_global_wrapper_global_wrapper.stencil
//////producing conv_sigma_0_im_global_wrapper_global_wrapper.stencil
//auto conv_sigma_0_im_global_wrapper_global_wrapper_s0__0 = prg.add_loop("conv_sigma_0_im_global_wrapper_global_wrapper_s0__0", 0, 8);
////store is: conv_sigma_0_im_global_wrapper_global_wrapper.stencil(conv_sigma_0_im_global_wrapper_global_wrapper_s0__0) = conv_sigma_0_im_global_wrapper.stencil(conv_sigma_0_im_global_wrapper_global_wrapper_s0__0)
//auto hcompute_conv_sigma_0_im_global_wrapper_global_wrapper_stencil = conv_sigma_0_im_global_wrapper_global_wrapper_s0__0->add_op("op_hcompute_conv_sigma_0_im_global_wrapper_global_wrapper_stencil");
//hcompute_conv_sigma_0_im_global_wrapper_global_wrapper_stencil->add_function("hcompute_conv_sigma_0_im_global_wrapper_global_wrapper_stencil");
//hcompute_conv_sigma_0_im_global_wrapper_global_wrapper_stencil->add_load("conv_sigma_0_im_global_wrapper_stencil", "conv_sigma_0_im_global_wrapper_global_wrapper_s0__0");
//prg.buffer_port_widths["conv_sigma_0_im_global_wrapper_global_wrapper_stencil"] = 32;
//hcompute_conv_sigma_0_im_global_wrapper_global_wrapper_stencil->add_store("conv_sigma_0_im_global_wrapper_global_wrapper_stencil", "conv_sigma_0_im_global_wrapper_global_wrapper_s0__0");
////consuming conv_sigma_0_im_global_wrapper_global_wrapper.stencil
//////producing conv1_relu.stencil
//auto conv1_relu_s0_j = prg.add_loop("conv1_relu_s0_j", -171, 11676);
//auto conv1_relu_s0_c = conv1_relu_s0_j->add_loop("conv1_relu_s0_c", 0, 8);
//////producing conv1.stencil
////store is: conv1.stencil(0, 0, 0) = 0.000000f
//auto hcompute_conv1_stencil = conv1_relu_s0_c->add_op("op_hcompute_conv1_stencil");
//hcompute_conv1_stencil->add_function("hcompute_conv1_stencil");
//prg.buffer_port_widths["conv1_stencil"] = 32;
//hcompute_conv1_stencil->add_store("conv1_stencil", "0", "0", "0");
//auto conv1_s1_r_z = conv1_relu_s0_c->add_loop("conv1_s1_r_z", 0, 3);
//auto conv1_s1_r_y = conv1_s1_r_z->add_loop("conv1_s1_r_y", 0, 3);
//auto conv1_s1_r_x = conv1_s1_r_y->add_loop("conv1_s1_r_x", 0, 3);
////store is: conv1.stencil(0, 0, 0) = (conv1.stencil(0, 0, 0) + (conv1_weights_im_global_wrapper_global_wrapper.stencil(conv1_relu_s0_c, conv1_s1_r_y, conv1_s1_r_z, conv1_s1_r_x)*select((conv1_s1_r_y < 1), 0.000000f, input_im_global_wrapper_global_wrapper.stencil(conv1_s1_r_x, (max(conv1_s1_r_y, 1) + -1), (((conv1_relu_s0_j*2) + conv1_s1_r_z) + 342)))))
//auto hcompute_conv1_stencil_1 = conv1_s1_r_x->add_op("op_hcompute_conv1_stencil_1");
//hcompute_conv1_stencil_1->add_function("hcompute_conv1_stencil_1");
//hcompute_conv1_stencil_1->add_load("conv1_stencil", "0", "0", "0");
//hcompute_conv1_stencil_1->add_load("conv1_weights_im_global_wrapper_global_wrapper_stencil", "conv1_s1_r_x", "conv1_s1_r_z", "conv1_s1_r_y", "conv1_relu_s0_c");
//hcompute_conv1_stencil_1->add_load("input_im_global_wrapper_global_wrapper_stencil", "(((conv1_relu_s0_j*2) + conv1_s1_r_z) + 342)", "(max(conv1_s1_r_y, 1) + -1)", "conv1_s1_r_x");
//hcompute_conv1_stencil_1->add_store("conv1_stencil", "0", "0", "0");
//hcompute_conv1_stencil_1->compute_unit_needs_index_variable("conv1_s1_r_y");
////consuming conv1.stencil
////store is: conv1_relu.stencil(conv1_relu_s0_c, 0, (conv1_relu_s0_j + 171)) = max(((conv1.stencil(0, 0, 0) - conv_mu_0_im_global_wrapper_global_wrapper.stencil(conv1_relu_s0_c))/sqrt_f32((conv_sigma_0_im_global_wrapper_global_wrapper.stencil(conv1_relu_s0_c) + 0.000010f))), 0.000000f)
//auto hcompute_conv1_relu_stencil = conv1_relu_s0_c->add_op("op_hcompute_conv1_relu_stencil");
//hcompute_conv1_relu_stencil->add_function("hcompute_conv1_relu_stencil");
//hcompute_conv1_relu_stencil->add_load("conv1_stencil", "0", "0", "0");
//hcompute_conv1_relu_stencil->add_load("conv_mu_0_im_global_wrapper_global_wrapper_stencil", "conv1_relu_s0_c");
//hcompute_conv1_relu_stencil->add_load("conv_sigma_0_im_global_wrapper_global_wrapper_stencil", "conv1_relu_s0_c");
//prg.buffer_port_widths["conv1_relu_stencil"] = 32;
//hcompute_conv1_relu_stencil->add_store("conv1_relu_stencil", "(conv1_relu_s0_j + 171)", "0", "conv1_relu_s0_c");
//auto conv1_relu_s0_i = conv1_relu_s0_j->add_loop("conv1_relu_s0_i", 1, 360);
//auto conv1_relu_s0_c_1 = conv1_relu_s0_i->add_loop("conv1_relu_s0_c_1", 0, 8);
//////producing conv1.stencil
////store is: conv1.stencil(0, 0, 0) = 0.000000f
//auto hcompute_conv1_stencil_2 = conv1_relu_s0_c_1->add_op("op_hcompute_conv1_stencil_2");
//hcompute_conv1_stencil_2->add_function("hcompute_conv1_stencil_2");
//hcompute_conv1_stencil_2->add_store("conv1_stencil", "0", "0", "0");
//auto conv1_s1_r_z_1 = conv1_relu_s0_c_1->add_loop("conv1_s1_r_z_1", 0, 3);
//auto conv1_s1_r_y_1 = conv1_s1_r_z_1->add_loop("conv1_s1_r_y_1", 0, 3);
//auto conv1_s1_r_x_1 = conv1_s1_r_y_1->add_loop("conv1_s1_r_x_1", 0, 3);
////store is: conv1.stencil(0, 0, 0) = (conv1.stencil(0, 0, 0) + (conv1_weights_im_global_wrapper_global_wrapper.stencil(conv1_relu_s0_c_1, conv1_s1_r_y_1, conv1_s1_r_z_1, conv1_s1_r_x_1)*input_im_global_wrapper_global_wrapper.stencil(conv1_s1_r_x_1, (((conv1_relu_s0_i*2) + conv1_s1_r_y_1) + -1), (((conv1_relu_s0_j*2) + conv1_s1_r_z_1) + 342))))
//auto hcompute_conv1_stencil_3 = conv1_s1_r_x_1->add_op("op_hcompute_conv1_stencil_3");
//hcompute_conv1_stencil_3->add_function("hcompute_conv1_stencil_3");
//hcompute_conv1_stencil_3->add_load("conv1_stencil", "0", "0", "0");
//hcompute_conv1_stencil_3->add_load("conv1_weights_im_global_wrapper_global_wrapper_stencil", "conv1_s1_r_x_1", "conv1_s1_r_z_1", "conv1_s1_r_y_1", "conv1_relu_s0_c_1");
//hcompute_conv1_stencil_3->add_load("input_im_global_wrapper_global_wrapper_stencil", "(((conv1_relu_s0_j*2) + conv1_s1_r_z_1) + 342)", "(((conv1_relu_s0_i*2) + conv1_s1_r_y_1) + -1)", "conv1_s1_r_x_1");
//hcompute_conv1_stencil_3->add_store("conv1_stencil", "0", "0", "0");
////consuming conv1.stencil
////store is: conv1_relu.stencil(conv1_relu_s0_c_1, conv1_relu_s0_i, (conv1_relu_s0_j + 171)) = max(((conv1.stencil(0, 0, 0) - conv_mu_0_im_global_wrapper_global_wrapper.stencil(conv1_relu_s0_c_1))/sqrt_f32((conv_sigma_0_im_global_wrapper_global_wrapper.stencil(conv1_relu_s0_c_1) + 0.000010f))), 0.000000f)
//auto hcompute_conv1_relu_stencil_1 = conv1_relu_s0_c_1->add_op("op_hcompute_conv1_relu_stencil_1");
//hcompute_conv1_relu_stencil_1->add_function("hcompute_conv1_relu_stencil_1");
//hcompute_conv1_relu_stencil_1->add_load("conv1_stencil", "0", "0", "0");
//hcompute_conv1_relu_stencil_1->add_load("conv_mu_0_im_global_wrapper_global_wrapper_stencil", "conv1_relu_s0_c_1");
//hcompute_conv1_relu_stencil_1->add_load("conv_sigma_0_im_global_wrapper_global_wrapper_stencil", "conv1_relu_s0_c_1");
//hcompute_conv1_relu_stencil_1->add_store("conv1_relu_stencil", "(conv1_relu_s0_j + 171)", "conv1_relu_s0_i", "conv1_relu_s0_c_1");
////consuming conv1_relu.stencil
//////producing conv2_weights_im_global_wrapper_global_wrapper.stencil
//auto conv2_weights_im_global_wrapper_global_wrapper_s0__3 = prg.add_loop("conv2_weights_im_global_wrapper_global_wrapper_s0__3", 0, 8);
//auto conv2_weights_im_global_wrapper_global_wrapper_s0__2 = conv2_weights_im_global_wrapper_global_wrapper_s0__3->add_loop("conv2_weights_im_global_wrapper_global_wrapper_s0__2", 0, 3);
//auto conv2_weights_im_global_wrapper_global_wrapper_s0__1 = conv2_weights_im_global_wrapper_global_wrapper_s0__2->add_loop("conv2_weights_im_global_wrapper_global_wrapper_s0__1", 0, 3);
//auto conv2_weights_im_global_wrapper_global_wrapper_s0__0 = conv2_weights_im_global_wrapper_global_wrapper_s0__1->add_loop("conv2_weights_im_global_wrapper_global_wrapper_s0__0", 0, 8);
////store is: conv2_weights_im_global_wrapper_global_wrapper.stencil(conv2_weights_im_global_wrapper_global_wrapper_s0__0, conv2_weights_im_global_wrapper_global_wrapper_s0__1, conv2_weights_im_global_wrapper_global_wrapper_s0__2, conv2_weights_im_global_wrapper_global_wrapper_s0__3) = conv2_weights_im_global_wrapper.stencil(conv2_weights_im_global_wrapper_global_wrapper_s0__0, conv2_weights_im_global_wrapper_global_wrapper_s0__1, conv2_weights_im_global_wrapper_global_wrapper_s0__2, conv2_weights_im_global_wrapper_global_wrapper_s0__3)
//auto hcompute_conv2_weights_im_global_wrapper_global_wrapper_stencil = conv2_weights_im_global_wrapper_global_wrapper_s0__0->add_op("op_hcompute_conv2_weights_im_global_wrapper_global_wrapper_stencil");
//hcompute_conv2_weights_im_global_wrapper_global_wrapper_stencil->add_function("hcompute_conv2_weights_im_global_wrapper_global_wrapper_stencil");
//hcompute_conv2_weights_im_global_wrapper_global_wrapper_stencil->add_load("conv2_weights_im_global_wrapper_stencil", "conv2_weights_im_global_wrapper_global_wrapper_s0__3", "conv2_weights_im_global_wrapper_global_wrapper_s0__2", "conv2_weights_im_global_wrapper_global_wrapper_s0__1", "conv2_weights_im_global_wrapper_global_wrapper_s0__0");
//prg.buffer_port_widths["conv2_weights_im_global_wrapper_global_wrapper_stencil"] = 32;
//hcompute_conv2_weights_im_global_wrapper_global_wrapper_stencil->add_store("conv2_weights_im_global_wrapper_global_wrapper_stencil", "conv2_weights_im_global_wrapper_global_wrapper_s0__3", "conv2_weights_im_global_wrapper_global_wrapper_s0__2", "conv2_weights_im_global_wrapper_global_wrapper_s0__1", "conv2_weights_im_global_wrapper_global_wrapper_s0__0");
////consuming conv2_weights_im_global_wrapper_global_wrapper.stencil
//////producing conv_mu_1_im_global_wrapper_global_wrapper.stencil
//auto conv_mu_1_im_global_wrapper_global_wrapper_s0__0 = prg.add_loop("conv_mu_1_im_global_wrapper_global_wrapper_s0__0", 0, 8);
////store is: conv_mu_1_im_global_wrapper_global_wrapper.stencil(conv_mu_1_im_global_wrapper_global_wrapper_s0__0) = conv_mu_1_im_global_wrapper.stencil(conv_mu_1_im_global_wrapper_global_wrapper_s0__0)
//auto hcompute_conv_mu_1_im_global_wrapper_global_wrapper_stencil = conv_mu_1_im_global_wrapper_global_wrapper_s0__0->add_op("op_hcompute_conv_mu_1_im_global_wrapper_global_wrapper_stencil");
//hcompute_conv_mu_1_im_global_wrapper_global_wrapper_stencil->add_function("hcompute_conv_mu_1_im_global_wrapper_global_wrapper_stencil");
//hcompute_conv_mu_1_im_global_wrapper_global_wrapper_stencil->add_load("conv_mu_1_im_global_wrapper_stencil", "conv_mu_1_im_global_wrapper_global_wrapper_s0__0");
//prg.buffer_port_widths["conv_mu_1_im_global_wrapper_global_wrapper_stencil"] = 32;
//hcompute_conv_mu_1_im_global_wrapper_global_wrapper_stencil->add_store("conv_mu_1_im_global_wrapper_global_wrapper_stencil", "conv_mu_1_im_global_wrapper_global_wrapper_s0__0");
////consuming conv_mu_1_im_global_wrapper_global_wrapper.stencil
//////producing conv_sigma_1_im_global_wrapper_global_wrapper.stencil
//auto conv_sigma_1_im_global_wrapper_global_wrapper_s0__0_2 = prg.add_loop("conv_sigma_1_im_global_wrapper_global_wrapper_s0__0_2", 0, 8);
////store is: conv_sigma_1_im_global_wrapper_global_wrapper.stencil(conv_sigma_1_im_global_wrapper_global_wrapper_s0__0_2) = conv_sigma_1_im_global_wrapper.stencil(conv_sigma_1_im_global_wrapper_global_wrapper_s0__0_2)
//auto hcompute_conv_sigma_1_im_global_wrapper_global_wrapper_stencil = conv_sigma_1_im_global_wrapper_global_wrapper_s0__0_2->add_op("op_hcompute_conv_sigma_1_im_global_wrapper_global_wrapper_stencil");
//hcompute_conv_sigma_1_im_global_wrapper_global_wrapper_stencil->add_function("hcompute_conv_sigma_1_im_global_wrapper_global_wrapper_stencil");
//hcompute_conv_sigma_1_im_global_wrapper_global_wrapper_stencil->add_load("conv_sigma_1_im_global_wrapper_stencil", "conv_sigma_1_im_global_wrapper_global_wrapper_s0__0_2");
//prg.buffer_port_widths["conv_sigma_1_im_global_wrapper_global_wrapper_stencil"] = 32;
//hcompute_conv_sigma_1_im_global_wrapper_global_wrapper_stencil->add_store("conv_sigma_1_im_global_wrapper_global_wrapper_stencil", "conv_sigma_1_im_global_wrapper_global_wrapper_s0__0_2");
////consuming conv_sigma_1_im_global_wrapper_global_wrapper.stencil
//////producing conv2_relu.stencil
//auto conv2_relu_s0_j = prg.add_loop("conv2_relu_s0_j", -85, 5838);
//auto conv2_relu_s0_i = conv2_relu_s0_j->add_loop("conv2_relu_s0_i", -16, 1);
//auto conv2_relu_s0_c = conv2_relu_s0_i->add_loop("conv2_relu_s0_c", 0, 8);
//////producing conv2.stencil
////store is: conv2.stencil(0, 0, 0) = 0.000000f
//auto hcompute_conv2_stencil = conv2_relu_s0_c->add_op("op_hcompute_conv2_stencil");
//hcompute_conv2_stencil->add_function("hcompute_conv2_stencil");
//prg.buffer_port_widths["conv2_stencil"] = 32;
//hcompute_conv2_stencil->add_store("conv2_stencil", "0", "0", "0");
//auto conv2_s1_r_1_z = conv2_relu_s0_c->add_loop("conv2_s1_r_1_z", 0, 3);
//auto conv2_s1_r_1_y = conv2_s1_r_1_z->add_loop("conv2_s1_r_1_y", 0, 3);
//auto conv2_s1_r_1_x = conv2_s1_r_1_y->add_loop("conv2_s1_r_1_x", 0, 8);
////store is: conv2.stencil(0, 0, 0) = (conv2.stencil(0, 0, 0) + (conv2_weights_im_global_wrapper_global_wrapper.stencil(conv2_relu_s0_c, conv2_s1_r_1_y, conv2_s1_r_1_z, conv2_s1_r_1_x)*select((((conv2_relu_s0_i*2) + conv2_s1_r_1_y) < 1), 0.000000f, conv1_relu.stencil(conv2_s1_r_1_x, (max(((conv2_relu_s0_i*2) + conv2_s1_r_1_y), 1) + -1), (((conv2_relu_s0_j*2) + conv2_s1_r_1_z) + 170)))))
//auto hcompute_conv2_stencil_1 = conv2_s1_r_1_x->add_op("op_hcompute_conv2_stencil_1");
//hcompute_conv2_stencil_1->add_function("hcompute_conv2_stencil_1");
//hcompute_conv2_stencil_1->add_load("conv1_relu_stencil", "(((conv2_relu_s0_j*2) + conv2_s1_r_1_z) + 170)", "(max(((conv2_relu_s0_i*2) + conv2_s1_r_1_y), 1) + -1)", "conv2_s1_r_1_x");
//hcompute_conv2_stencil_1->add_load("conv2_stencil", "0", "0", "0");
//hcompute_conv2_stencil_1->add_load("conv2_weights_im_global_wrapper_global_wrapper_stencil", "conv2_s1_r_1_x", "conv2_s1_r_1_z", "conv2_s1_r_1_y", "conv2_relu_s0_c");
//hcompute_conv2_stencil_1->add_store("conv2_stencil", "0", "0", "0");
//hcompute_conv2_stencil_1->compute_unit_needs_index_variable("conv2_relu_s0_i");
//hcompute_conv2_stencil_1->compute_unit_needs_index_variable("conv2_s1_r_1_y");
////consuming conv2.stencil
////store is: conv2_relu.stencil(conv2_relu_s0_c, (conv2_relu_s0_i + 16), (conv2_relu_s0_j + 85)) = max(((conv2.stencil(0, 0, 0) - conv_mu_1_im_global_wrapper_global_wrapper.stencil(conv2_relu_s0_c))/sqrt_f32((conv_sigma_1_im_global_wrapper_global_wrapper.stencil(conv2_relu_s0_c) + 0.000010f))), 0.000000f)
//auto hcompute_conv2_relu_stencil = conv2_relu_s0_c->add_op("op_hcompute_conv2_relu_stencil");
//hcompute_conv2_relu_stencil->add_function("hcompute_conv2_relu_stencil");
//hcompute_conv2_relu_stencil->add_load("conv2_stencil", "0", "0", "0");
//hcompute_conv2_relu_stencil->add_load("conv_mu_1_im_global_wrapper_global_wrapper_stencil", "conv2_relu_s0_c");
//hcompute_conv2_relu_stencil->add_load("conv_sigma_1_im_global_wrapper_global_wrapper_stencil", "conv2_relu_s0_c");
//prg.buffer_port_widths["conv2_relu_stencil"] = 32;
//hcompute_conv2_relu_stencil->add_store("conv2_relu_stencil", "(conv2_relu_s0_j + 85)", "(conv2_relu_s0_i + 16)", "conv2_relu_s0_c");
//auto conv2_relu_s0_i_1 = conv2_relu_s0_j->add_loop("conv2_relu_s0_i_1", 1, 180);
//auto conv2_relu_s0_c_1 = conv2_relu_s0_i_1->add_loop("conv2_relu_s0_c_1", 0, 8);
//////producing conv2.stencil
////store is: conv2.stencil(0, 0, 0) = 0.000000f
//auto hcompute_conv2_stencil_2 = conv2_relu_s0_c_1->add_op("op_hcompute_conv2_stencil_2");
//hcompute_conv2_stencil_2->add_function("hcompute_conv2_stencil_2");
//hcompute_conv2_stencil_2->add_store("conv2_stencil", "0", "0", "0");
//auto conv2_s1_r_1_z_1 = conv2_relu_s0_c_1->add_loop("conv2_s1_r_1_z_1", 0, 3);
//auto conv2_s1_r_1_y_1 = conv2_s1_r_1_z_1->add_loop("conv2_s1_r_1_y_1", 0, 3);
//auto conv2_s1_r_1_x_1 = conv2_s1_r_1_y_1->add_loop("conv2_s1_r_1_x_1", 0, 8);
////store is: conv2.stencil(0, 0, 0) = (conv2.stencil(0, 0, 0) + (conv2_weights_im_global_wrapper_global_wrapper.stencil(conv2_relu_s0_c_1, conv2_s1_r_1_y_1, conv2_s1_r_1_z_1, conv2_s1_r_1_x_1)*conv1_relu.stencil(conv2_s1_r_1_x_1, (((conv2_relu_s0_i_1*2) + conv2_s1_r_1_y_1) + -1), (((conv2_relu_s0_j*2) + conv2_s1_r_1_z_1) + 170))))
//auto hcompute_conv2_stencil_3 = conv2_s1_r_1_x_1->add_op("op_hcompute_conv2_stencil_3");
//hcompute_conv2_stencil_3->add_function("hcompute_conv2_stencil_3");
//hcompute_conv2_stencil_3->add_load("conv1_relu_stencil", "(((conv2_relu_s0_j*2) + conv2_s1_r_1_z_1) + 170)", "(((conv2_relu_s0_i_1*2) + conv2_s1_r_1_y_1) + -1)", "conv2_s1_r_1_x_1");
//hcompute_conv2_stencil_3->add_load("conv2_stencil", "0", "0", "0");
//hcompute_conv2_stencil_3->add_load("conv2_weights_im_global_wrapper_global_wrapper_stencil", "conv2_s1_r_1_x_1", "conv2_s1_r_1_z_1", "conv2_s1_r_1_y_1", "conv2_relu_s0_c_1");
//hcompute_conv2_stencil_3->add_store("conv2_stencil", "0", "0", "0");
////consuming conv2.stencil
////store is: conv2_relu.stencil(conv2_relu_s0_c_1, (conv2_relu_s0_i_1 + 16), (conv2_relu_s0_j + 85)) = max(((conv2.stencil(0, 0, 0) - conv_mu_1_im_global_wrapper_global_wrapper.stencil(conv2_relu_s0_c_1))/sqrt_f32((conv_sigma_1_im_global_wrapper_global_wrapper.stencil(conv2_relu_s0_c_1) + 0.000010f))), 0.000000f)
//auto hcompute_conv2_relu_stencil_1 = conv2_relu_s0_c_1->add_op("op_hcompute_conv2_relu_stencil_1");
//hcompute_conv2_relu_stencil_1->add_function("hcompute_conv2_relu_stencil_1");
//hcompute_conv2_relu_stencil_1->add_load("conv2_stencil", "0", "0", "0");
//hcompute_conv2_relu_stencil_1->add_load("conv_mu_1_im_global_wrapper_global_wrapper_stencil", "conv2_relu_s0_c_1");
//hcompute_conv2_relu_stencil_1->add_load("conv_sigma_1_im_global_wrapper_global_wrapper_stencil", "conv2_relu_s0_c_1");
//hcompute_conv2_relu_stencil_1->add_store("conv2_relu_stencil", "(conv2_relu_s0_j + 85)", "(conv2_relu_s0_i_1 + 16)", "conv2_relu_s0_c_1");
//auto conv2_relu_s0_i_2 = conv2_relu_s0_j->add_loop("conv2_relu_s0_i_2", 180, 193);
//auto conv2_relu_s0_c_2 = conv2_relu_s0_i_2->add_loop("conv2_relu_s0_c_2", 0, 8);
//////producing conv2.stencil
////store is: conv2.stencil(0, 0, 0) = 0.000000f
//auto hcompute_conv2_stencil_4 = conv2_relu_s0_c_2->add_op("op_hcompute_conv2_stencil_4");
//hcompute_conv2_stencil_4->add_function("hcompute_conv2_stencil_4");
//hcompute_conv2_stencil_4->add_store("conv2_stencil", "0", "0", "0");
//auto conv2_s1_r_1_z_2 = conv2_relu_s0_c_2->add_loop("conv2_s1_r_1_z_2", 0, 3);
//auto conv2_s1_r_1_y_2 = conv2_s1_r_1_z_2->add_loop("conv2_s1_r_1_y_2", 0, 3);
//auto conv2_s1_r_1_x_2 = conv2_s1_r_1_y_2->add_loop("conv2_s1_r_1_x_2", 0, 8);
////store is: conv2.stencil(0, 0, 0) = (conv2.stencil(0, 0, 0) + (conv2_weights_im_global_wrapper_global_wrapper.stencil(conv2_relu_s0_c_2, conv2_s1_r_1_y_2, conv2_s1_r_1_z_2, conv2_s1_r_1_x_2)*select((((conv2_relu_s0_i_2*2) + conv2_s1_r_1_y_2) < 361), conv1_relu.stencil(conv2_s1_r_1_x_2, 359, (((conv2_relu_s0_j*2) + conv2_s1_r_1_z_2) + 170)), 0.000000f)))
//auto hcompute_conv2_stencil_5 = conv2_s1_r_1_x_2->add_op("op_hcompute_conv2_stencil_5");
//hcompute_conv2_stencil_5->add_function("hcompute_conv2_stencil_5");
//hcompute_conv2_stencil_5->add_load("conv1_relu_stencil", "(((conv2_relu_s0_j*2) + conv2_s1_r_1_z_2) + 170)", "359", "conv2_s1_r_1_x_2");
//hcompute_conv2_stencil_5->add_load("conv2_stencil", "0", "0", "0");
//hcompute_conv2_stencil_5->add_load("conv2_weights_im_global_wrapper_global_wrapper_stencil", "conv2_s1_r_1_x_2", "conv2_s1_r_1_z_2", "conv2_s1_r_1_y_2", "conv2_relu_s0_c_2");
//hcompute_conv2_stencil_5->add_store("conv2_stencil", "0", "0", "0");
//hcompute_conv2_stencil_5->compute_unit_needs_index_variable("conv2_relu_s0_i_2");
//hcompute_conv2_stencil_5->compute_unit_needs_index_variable("conv2_s1_r_1_y_2");
////consuming conv2.stencil
////store is: conv2_relu.stencil(conv2_relu_s0_c_2, (conv2_relu_s0_i_2 + 16), (conv2_relu_s0_j + 85)) = max(((conv2.stencil(0, 0, 0) - conv_mu_1_im_global_wrapper_global_wrapper.stencil(conv2_relu_s0_c_2))/sqrt_f32((conv_sigma_1_im_global_wrapper_global_wrapper.stencil(conv2_relu_s0_c_2) + 0.000010f))), 0.000000f)
//auto hcompute_conv2_relu_stencil_2 = conv2_relu_s0_c_2->add_op("op_hcompute_conv2_relu_stencil_2");
//hcompute_conv2_relu_stencil_2->add_function("hcompute_conv2_relu_stencil_2");
//hcompute_conv2_relu_stencil_2->add_load("conv2_stencil", "0", "0", "0");
//hcompute_conv2_relu_stencil_2->add_load("conv_mu_1_im_global_wrapper_global_wrapper_stencil", "conv2_relu_s0_c_2");
//hcompute_conv2_relu_stencil_2->add_load("conv_sigma_1_im_global_wrapper_global_wrapper_stencil", "conv2_relu_s0_c_2");
//hcompute_conv2_relu_stencil_2->add_store("conv2_relu_stencil", "(conv2_relu_s0_j + 85)", "(conv2_relu_s0_i_2 + 16)", "conv2_relu_s0_c_2");
////consuming conv2_relu.stencil
//////producing enc1_weights_3_im_global_wrapper_global_wrapper.stencil
//auto enc1_weights_3_im_global_wrapper_global_wrapper_s0__3 = prg.add_loop("enc1_weights_3_im_global_wrapper_global_wrapper_s0__3", 0, 8);
//auto enc1_weights_3_im_global_wrapper_global_wrapper_s0__0 = enc1_weights_3_im_global_wrapper_global_wrapper_s0__3->add_loop("enc1_weights_3_im_global_wrapper_global_wrapper_s0__0", -64, 64);
////store is: enc1_weights_3_im_global_wrapper_global_wrapper.stencil((enc1_weights_3_im_global_wrapper_global_wrapper_s0__0 + 64), 0, 0, enc1_weights_3_im_global_wrapper_global_wrapper_s0__3) = enc1_weights_3_im_global_wrapper.stencil(enc1_weights_3_im_global_wrapper_global_wrapper_s0__0, 0, 0, enc1_weights_3_im_global_wrapper_global_wrapper_s0__3)
//auto hcompute_enc1_weights_3_im_global_wrapper_global_wrapper_stencil = enc1_weights_3_im_global_wrapper_global_wrapper_s0__0->add_op("op_hcompute_enc1_weights_3_im_global_wrapper_global_wrapper_stencil");
//hcompute_enc1_weights_3_im_global_wrapper_global_wrapper_stencil->add_function("hcompute_enc1_weights_3_im_global_wrapper_global_wrapper_stencil");
//hcompute_enc1_weights_3_im_global_wrapper_global_wrapper_stencil->add_load("enc1_weights_3_im_global_wrapper_stencil", "enc1_weights_3_im_global_wrapper_global_wrapper_s0__3", "0", "0", "enc1_weights_3_im_global_wrapper_global_wrapper_s0__0");
//prg.buffer_port_widths["enc1_weights_3_im_global_wrapper_global_wrapper_stencil"] = 32;
//hcompute_enc1_weights_3_im_global_wrapper_global_wrapper_stencil->add_store("enc1_weights_3_im_global_wrapper_global_wrapper_stencil", "enc1_weights_3_im_global_wrapper_global_wrapper_s0__3", "0", "0", "(enc1_weights_3_im_global_wrapper_global_wrapper_s0__0 + 64)");
////consuming enc1_weights_3_im_global_wrapper_global_wrapper.stencil
//////producing enc1_weights_0_im_global_wrapper_global_wrapper.stencil
//auto enc1_weights_0_im_global_wrapper_global_wrapper_s0__3 = prg.add_loop("enc1_weights_0_im_global_wrapper_global_wrapper_s0__3", 0, 8);
//auto enc1_weights_0_im_global_wrapper_global_wrapper_s0__2 = enc1_weights_0_im_global_wrapper_global_wrapper_s0__3->add_loop("enc1_weights_0_im_global_wrapper_global_wrapper_s0__2", 0, 3);
//auto enc1_weights_0_im_global_wrapper_global_wrapper_s0__1 = enc1_weights_0_im_global_wrapper_global_wrapper_s0__2->add_loop("enc1_weights_0_im_global_wrapper_global_wrapper_s0__1", 0, 3);
//auto enc1_weights_0_im_global_wrapper_global_wrapper_s0__0 = enc1_weights_0_im_global_wrapper_global_wrapper_s0__1->add_loop("enc1_weights_0_im_global_wrapper_global_wrapper_s0__0", 0, 64);
////store is: enc1_weights_0_im_global_wrapper_global_wrapper.stencil(enc1_weights_0_im_global_wrapper_global_wrapper_s0__0, enc1_weights_0_im_global_wrapper_global_wrapper_s0__1, enc1_weights_0_im_global_wrapper_global_wrapper_s0__2, enc1_weights_0_im_global_wrapper_global_wrapper_s0__3) = enc1_weights_0_im_global_wrapper.stencil(enc1_weights_0_im_global_wrapper_global_wrapper_s0__0, enc1_weights_0_im_global_wrapper_global_wrapper_s0__1, enc1_weights_0_im_global_wrapper_global_wrapper_s0__2, enc1_weights_0_im_global_wrapper_global_wrapper_s0__3)
//auto hcompute_enc1_weights_0_im_global_wrapper_global_wrapper_stencil = enc1_weights_0_im_global_wrapper_global_wrapper_s0__0->add_op("op_hcompute_enc1_weights_0_im_global_wrapper_global_wrapper_stencil");
//hcompute_enc1_weights_0_im_global_wrapper_global_wrapper_stencil->add_function("hcompute_enc1_weights_0_im_global_wrapper_global_wrapper_stencil");
//hcompute_enc1_weights_0_im_global_wrapper_global_wrapper_stencil->add_load("enc1_weights_0_im_global_wrapper_stencil", "enc1_weights_0_im_global_wrapper_global_wrapper_s0__3", "enc1_weights_0_im_global_wrapper_global_wrapper_s0__2", "enc1_weights_0_im_global_wrapper_global_wrapper_s0__1", "enc1_weights_0_im_global_wrapper_global_wrapper_s0__0");
//prg.buffer_port_widths["enc1_weights_0_im_global_wrapper_global_wrapper_stencil"] = 32;
//hcompute_enc1_weights_0_im_global_wrapper_global_wrapper_stencil->add_store("enc1_weights_0_im_global_wrapper_global_wrapper_stencil", "enc1_weights_0_im_global_wrapper_global_wrapper_s0__3", "enc1_weights_0_im_global_wrapper_global_wrapper_s0__2", "enc1_weights_0_im_global_wrapper_global_wrapper_s0__1", "enc1_weights_0_im_global_wrapper_global_wrapper_s0__0");
////consuming enc1_weights_0_im_global_wrapper_global_wrapper.stencil
//////producing enc1_weights_1_im_global_wrapper_global_wrapper.stencil
//auto enc1_weights_1_im_global_wrapper_global_wrapper_s0__3 = prg.add_loop("enc1_weights_1_im_global_wrapper_global_wrapper_s0__3", 0, 64);
//auto enc1_weights_1_im_global_wrapper_global_wrapper_s0__2 = enc1_weights_1_im_global_wrapper_global_wrapper_s0__3->add_loop("enc1_weights_1_im_global_wrapper_global_wrapper_s0__2", 0, 3);
//auto enc1_weights_1_im_global_wrapper_global_wrapper_s0__0 = enc1_weights_1_im_global_wrapper_global_wrapper_s0__2->add_loop("enc1_weights_1_im_global_wrapper_global_wrapper_s0__0", 0, 64);
////store is: enc1_weights_1_im_global_wrapper_global_wrapper.stencil(enc1_weights_1_im_global_wrapper_global_wrapper_s0__0, 0, enc1_weights_1_im_global_wrapper_global_wrapper_s0__2, enc1_weights_1_im_global_wrapper_global_wrapper_s0__3) = enc1_weights_1_im_global_wrapper.stencil(enc1_weights_1_im_global_wrapper_global_wrapper_s0__0, 0, enc1_weights_1_im_global_wrapper_global_wrapper_s0__2, enc1_weights_1_im_global_wrapper_global_wrapper_s0__3)
//auto hcompute_enc1_weights_1_im_global_wrapper_global_wrapper_stencil = enc1_weights_1_im_global_wrapper_global_wrapper_s0__0->add_op("op_hcompute_enc1_weights_1_im_global_wrapper_global_wrapper_stencil");
//hcompute_enc1_weights_1_im_global_wrapper_global_wrapper_stencil->add_function("hcompute_enc1_weights_1_im_global_wrapper_global_wrapper_stencil");
//hcompute_enc1_weights_1_im_global_wrapper_global_wrapper_stencil->add_load("enc1_weights_1_im_global_wrapper_stencil", "enc1_weights_1_im_global_wrapper_global_wrapper_s0__3", "enc1_weights_1_im_global_wrapper_global_wrapper_s0__2", "0", "enc1_weights_1_im_global_wrapper_global_wrapper_s0__0");
//prg.buffer_port_widths["enc1_weights_1_im_global_wrapper_global_wrapper_stencil"] = 32;
//hcompute_enc1_weights_1_im_global_wrapper_global_wrapper_stencil->add_store("enc1_weights_1_im_global_wrapper_global_wrapper_stencil", "enc1_weights_1_im_global_wrapper_global_wrapper_s0__3", "enc1_weights_1_im_global_wrapper_global_wrapper_s0__2", "0", "enc1_weights_1_im_global_wrapper_global_wrapper_s0__0");
////consuming enc1_weights_1_im_global_wrapper_global_wrapper.stencil
//////producing enc1_weights_2_im_global_wrapper_global_wrapper.stencil
//auto enc1_weights_2_im_global_wrapper_global_wrapper_s0__3 = prg.add_loop("enc1_weights_2_im_global_wrapper_global_wrapper_s0__3", 0, 64);
//auto enc1_weights_2_im_global_wrapper_global_wrapper_s0__1 = enc1_weights_2_im_global_wrapper_global_wrapper_s0__3->add_loop("enc1_weights_2_im_global_wrapper_global_wrapper_s0__1", 0, 3);
//auto enc1_weights_2_im_global_wrapper_global_wrapper_s0__0 = enc1_weights_2_im_global_wrapper_global_wrapper_s0__1->add_loop("enc1_weights_2_im_global_wrapper_global_wrapper_s0__0", -64, 64);
////store is: enc1_weights_2_im_global_wrapper_global_wrapper.stencil((enc1_weights_2_im_global_wrapper_global_wrapper_s0__0 + 64), enc1_weights_2_im_global_wrapper_global_wrapper_s0__1, 0, enc1_weights_2_im_global_wrapper_global_wrapper_s0__3) = enc1_weights_2_im_global_wrapper.stencil(enc1_weights_2_im_global_wrapper_global_wrapper_s0__0, enc1_weights_2_im_global_wrapper_global_wrapper_s0__1, 0, enc1_weights_2_im_global_wrapper_global_wrapper_s0__3)
//auto hcompute_enc1_weights_2_im_global_wrapper_global_wrapper_stencil = enc1_weights_2_im_global_wrapper_global_wrapper_s0__0->add_op("op_hcompute_enc1_weights_2_im_global_wrapper_global_wrapper_stencil");
//hcompute_enc1_weights_2_im_global_wrapper_global_wrapper_stencil->add_function("hcompute_enc1_weights_2_im_global_wrapper_global_wrapper_stencil");
//hcompute_enc1_weights_2_im_global_wrapper_global_wrapper_stencil->add_load("enc1_weights_2_im_global_wrapper_stencil", "enc1_weights_2_im_global_wrapper_global_wrapper_s0__3", "0", "enc1_weights_2_im_global_wrapper_global_wrapper_s0__1", "enc1_weights_2_im_global_wrapper_global_wrapper_s0__0");
//prg.buffer_port_widths["enc1_weights_2_im_global_wrapper_global_wrapper_stencil"] = 32;
//hcompute_enc1_weights_2_im_global_wrapper_global_wrapper_stencil->add_store("enc1_weights_2_im_global_wrapper_global_wrapper_stencil", "enc1_weights_2_im_global_wrapper_global_wrapper_s0__3", "0", "enc1_weights_2_im_global_wrapper_global_wrapper_s0__1", "(enc1_weights_2_im_global_wrapper_global_wrapper_s0__0 + 64)");
////consuming enc1_weights_2_im_global_wrapper_global_wrapper.stencil
//////producing enc1_sum.stencil
//auto enc1_sum_s0_j = prg.add_loop("enc1_sum_s0_j", -41, 2918);
//auto enc1_sum_s0_i = enc1_sum_s0_j->add_loop("enc1_sum_s0_i", -8, 2);
//auto enc1_sum_s0_c = enc1_sum_s0_i->add_loop("enc1_sum_s0_c", -64, 64);
//////producing enc1_conv3x1.stencil
////store is: enc1_conv3x1.stencil(0, 0, 0) = 0.000000f
//auto hcompute_enc1_conv3x1_stencil = enc1_sum_s0_c->add_op("op_hcompute_enc1_conv3x1_stencil");
//hcompute_enc1_conv3x1_stencil->add_function("hcompute_enc1_conv3x1_stencil");
//prg.buffer_port_widths["enc1_conv3x1_stencil"] = 32;
//hcompute_enc1_conv3x1_stencil->add_store("enc1_conv3x1_stencil", "0", "0", "0");
//auto enc1_conv3x1_s1_r_4_y = enc1_sum_s0_c->add_loop("enc1_conv3x1_s1_r_4_y", 0, 3);
//auto enc1_conv3x1_s1_r_4_x = enc1_conv3x1_s1_r_4_y->add_loop("enc1_conv3x1_s1_r_4_x", 0, 64);
//////producing enc1_conv1x3.stencil
////store is: enc1_conv1x3.stencil(0, 0, 0) = 0.000000f
//auto hcompute_enc1_conv1x3_stencil = enc1_conv3x1_s1_r_4_x->add_op("op_hcompute_enc1_conv1x3_stencil");
//hcompute_enc1_conv1x3_stencil->add_function("hcompute_enc1_conv1x3_stencil");
//prg.buffer_port_widths["enc1_conv1x3_stencil"] = 32;
//hcompute_enc1_conv1x3_stencil->add_store("enc1_conv1x3_stencil", "0", "0", "0");
//auto enc1_conv1x3_s1_r_3_z = enc1_conv3x1_s1_r_4_x->add_loop("enc1_conv1x3_s1_r_3_z", 0, 3);
//auto enc1_conv1x3_s1_r_3_x = enc1_conv1x3_s1_r_3_z->add_loop("enc1_conv1x3_s1_r_3_x", 0, 64);
//////producing enc1_conv3x3.stencil
////store is: enc1_conv3x3.stencil(0, (min((enc1_conv3x1_s1_r_4_y + enc1_sum_s0_i), 1) + -1), 0) = 0.000000f
//auto hcompute_enc1_conv3x3_stencil = enc1_conv1x3_s1_r_3_x->add_op("op_hcompute_enc1_conv3x3_stencil");
//hcompute_enc1_conv3x3_stencil->add_function("hcompute_enc1_conv3x3_stencil");
//prg.buffer_port_widths["enc1_conv3x3_stencil"] = 32;
//hcompute_enc1_conv3x3_stencil->add_store("enc1_conv3x3_stencil", "0", "(min((enc1_conv3x1_s1_r_4_y + enc1_sum_s0_i), 1) + -1)", "0");
//auto enc1_conv3x3_s1_r_2_z = enc1_conv1x3_s1_r_3_x->add_loop("enc1_conv3x3_s1_r_2_z", 0, 3);
//auto enc1_conv3x3_s1_r_2_y = enc1_conv3x3_s1_r_2_z->add_loop("enc1_conv3x3_s1_r_2_y", 0, 3);
//auto enc1_conv3x3_s1_r_2_x = enc1_conv3x3_s1_r_2_y->add_loop("enc1_conv3x3_s1_r_2_x", 0, 8);
////store is: enc1_conv3x3.stencil(0, (min((enc1_conv3x1_s1_r_4_y + enc1_sum_s0_i), 1) + -1), 0) = (enc1_conv3x3.stencil(0, (min((enc1_conv3x1_s1_r_4_y + enc1_sum_s0_i), 1) + -1), 0) + (enc1_weights_0_im_global_wrapper_global_wrapper.stencil(enc1_conv1x3_s1_r_3_x, enc1_conv3x3_s1_r_2_y, enc1_conv3x3_s1_r_2_z, enc1_conv3x3_s1_r_2_x)*select(((((enc1_conv3x1_s1_r_4_y + enc1_sum_s0_i)*2) + enc1_conv3x3_s1_r_2_y) < 3), 0.000000f, conv2_relu.stencil(enc1_conv3x3_s1_r_2_x, (max((((enc1_conv3x1_s1_r_4_y + enc1_sum_s0_i)*2) + enc1_conv3x3_s1_r_2_y), 3) + 13), ((((enc1_conv1x3_s1_r_3_z + enc1_sum_s0_j)*2) + enc1_conv3x3_s1_r_2_z) + 82)))))
//auto hcompute_enc1_conv3x3_stencil_1 = enc1_conv3x3_s1_r_2_x->add_op("op_hcompute_enc1_conv3x3_stencil_1");
//hcompute_enc1_conv3x3_stencil_1->add_function("hcompute_enc1_conv3x3_stencil_1");
//hcompute_enc1_conv3x3_stencil_1->add_load("conv2_relu_stencil", "((((enc1_conv1x3_s1_r_3_z + enc1_sum_s0_j)*2) + enc1_conv3x3_s1_r_2_z) + 82)", "(max((((enc1_conv3x1_s1_r_4_y + enc1_sum_s0_i)*2) + enc1_conv3x3_s1_r_2_y), 3) + 13)", "enc1_conv3x3_s1_r_2_x");
//hcompute_enc1_conv3x3_stencil_1->add_load("enc1_conv3x3_stencil", "0", "(min((enc1_conv3x1_s1_r_4_y + enc1_sum_s0_i), 1) + -1)", "0");
//hcompute_enc1_conv3x3_stencil_1->add_load("enc1_weights_0_im_global_wrapper_global_wrapper_stencil", "enc1_conv3x3_s1_r_2_x", "enc1_conv3x3_s1_r_2_z", "enc1_conv3x3_s1_r_2_y", "enc1_conv1x3_s1_r_3_x");
//hcompute_enc1_conv3x3_stencil_1->add_store("enc1_conv3x3_stencil", "0", "(min((enc1_conv3x1_s1_r_4_y + enc1_sum_s0_i), 1) + -1)", "0");
//hcompute_enc1_conv3x3_stencil_1->compute_unit_needs_index_variable("enc1_conv3x1_s1_r_4_y");
//hcompute_enc1_conv3x3_stencil_1->compute_unit_needs_index_variable("enc1_conv3x3_s1_r_2_y");
//hcompute_enc1_conv3x3_stencil_1->compute_unit_needs_index_variable("enc1_sum_s0_i");
////consuming enc1_conv3x3.stencil
////store is: enc1_conv1x3.stencil(0, 0, 0) = (enc1_conv1x3.stencil(0, 0, 0) + (enc1_weights_1_im_global_wrapper_global_wrapper.stencil(enc1_conv3x1_s1_r_4_x, 0, enc1_conv1x3_s1_r_3_z, enc1_conv1x3_s1_r_3_x)*select(((enc1_conv3x1_s1_r_4_y + enc1_sum_s0_i) < 1), 0.000000f, enc1_conv3x3.stencil(0, 0, 0))))
//auto hcompute_enc1_conv1x3_stencil_1 = enc1_conv1x3_s1_r_3_x->add_op("op_hcompute_enc1_conv1x3_stencil_1");
//hcompute_enc1_conv1x3_stencil_1->add_function("hcompute_enc1_conv1x3_stencil_1");
//hcompute_enc1_conv1x3_stencil_1->add_load("enc1_conv1x3_stencil", "0", "0", "0");
//hcompute_enc1_conv1x3_stencil_1->add_load("enc1_conv3x3_stencil", "0", "0", "0");
//hcompute_enc1_conv1x3_stencil_1->add_load("enc1_weights_1_im_global_wrapper_global_wrapper_stencil", "enc1_conv1x3_s1_r_3_x", "enc1_conv1x3_s1_r_3_z", "0", "enc1_conv3x1_s1_r_4_x");
//hcompute_enc1_conv1x3_stencil_1->add_store("enc1_conv1x3_stencil", "0", "0", "0");
//hcompute_enc1_conv1x3_stencil_1->compute_unit_needs_index_variable("enc1_conv3x1_s1_r_4_y");
//hcompute_enc1_conv1x3_stencil_1->compute_unit_needs_index_variable("enc1_sum_s0_i");
////consuming enc1_conv1x3.stencil
////store is: enc1_conv3x1.stencil(0, 0, 0) = (enc1_conv3x1.stencil(0, 0, 0) + (enc1_weights_2_im_global_wrapper_global_wrapper.stencil((enc1_sum_s0_c + 64), enc1_conv3x1_s1_r_4_y, 0, enc1_conv3x1_s1_r_4_x)*enc1_conv1x3.stencil(0, 0, 0)))
//auto hcompute_enc1_conv3x1_stencil_1 = enc1_conv3x1_s1_r_4_x->add_op("op_hcompute_enc1_conv3x1_stencil_1");
//hcompute_enc1_conv3x1_stencil_1->add_function("hcompute_enc1_conv3x1_stencil_1");
//hcompute_enc1_conv3x1_stencil_1->add_load("enc1_conv1x3_stencil", "0", "0", "0");
//hcompute_enc1_conv3x1_stencil_1->add_load("enc1_conv3x1_stencil", "0", "0", "0");
//hcompute_enc1_conv3x1_stencil_1->add_load("enc1_weights_2_im_global_wrapper_global_wrapper_stencil", "enc1_conv3x1_s1_r_4_x", "0", "enc1_conv3x1_s1_r_4_y", "(enc1_sum_s0_c + 64)");
//hcompute_enc1_conv3x1_stencil_1->add_store("enc1_conv3x1_stencil", "0", "0", "0");
////consuming enc1_conv3x1.stencil
//////producing enc1_conv1x1.stencil
////store is: enc1_conv1x1.stencil(0, 0, 0) = 0.000000f
//auto hcompute_enc1_conv1x1_stencil = enc1_sum_s0_c->add_op("op_hcompute_enc1_conv1x1_stencil");
//hcompute_enc1_conv1x1_stencil->add_function("hcompute_enc1_conv1x1_stencil");
//prg.buffer_port_widths["enc1_conv1x1_stencil"] = 32;
//hcompute_enc1_conv1x1_stencil->add_store("enc1_conv1x1_stencil", "0", "0", "0");
//auto enc1_conv1x1_s1_r_5_x = enc1_sum_s0_c->add_loop("enc1_conv1x1_s1_r_5_x", 0, 8);
////store is: enc1_conv1x1.stencil(0, 0, 0) = (enc1_conv1x1.stencil(0, 0, 0) + (enc1_weights_3_im_global_wrapper_global_wrapper.stencil((enc1_sum_s0_c + 64), 0, 0, enc1_conv1x1_s1_r_5_x)*conv2_relu.stencil(enc1_conv1x1_s1_r_5_x, ((enc1_sum_s0_i*2) + 16), ((enc1_sum_s0_j*2) + 85))))
//auto hcompute_enc1_conv1x1_stencil_1 = enc1_conv1x1_s1_r_5_x->add_op("op_hcompute_enc1_conv1x1_stencil_1");
//hcompute_enc1_conv1x1_stencil_1->add_function("hcompute_enc1_conv1x1_stencil_1");
//hcompute_enc1_conv1x1_stencil_1->add_load("conv2_relu_stencil", "((enc1_sum_s0_j*2) + 85)", "((enc1_sum_s0_i*2) + 16)", "enc1_conv1x1_s1_r_5_x");
//hcompute_enc1_conv1x1_stencil_1->add_load("enc1_conv1x1_stencil", "0", "0", "0");
//hcompute_enc1_conv1x1_stencil_1->add_load("enc1_weights_3_im_global_wrapper_global_wrapper_stencil", "enc1_conv1x1_s1_r_5_x", "0", "0", "(enc1_sum_s0_c + 64)");
//hcompute_enc1_conv1x1_stencil_1->add_store("enc1_conv1x1_stencil", "0", "0", "0");
////consuming enc1_conv1x1.stencil
////store is: enc1_sum.stencil((enc1_sum_s0_c + 64), (enc1_sum_s0_i + 8), (enc1_sum_s0_j + 41)) = (enc1_conv3x1.stencil(0, 0, 0) + enc1_conv1x1.stencil(0, 0, 0))
//auto hcompute_enc1_sum_stencil = enc1_sum_s0_c->add_op("op_hcompute_enc1_sum_stencil");
//hcompute_enc1_sum_stencil->add_function("hcompute_enc1_sum_stencil");
//hcompute_enc1_sum_stencil->add_load("enc1_conv1x1_stencil", "0", "0", "0");
//hcompute_enc1_sum_stencil->add_load("enc1_conv3x1_stencil", "0", "0", "0");
//prg.buffer_port_widths["enc1_sum_stencil"] = 32;
//hcompute_enc1_sum_stencil->add_store("enc1_sum_stencil", "(enc1_sum_s0_j + 41)", "(enc1_sum_s0_i + 8)", "(enc1_sum_s0_c + 64)");
//auto enc1_sum_s0_i_1 = enc1_sum_s0_j->add_loop("enc1_sum_s0_i_1", 2, 89);
//auto enc1_sum_s0_c_1 = enc1_sum_s0_i_1->add_loop("enc1_sum_s0_c_1", -64, 64);
//////producing enc1_conv3x1.stencil
////store is: enc1_conv3x1.stencil(0, 0, 0) = 0.000000f
//auto hcompute_enc1_conv3x1_stencil_2 = enc1_sum_s0_c_1->add_op("op_hcompute_enc1_conv3x1_stencil_2");
//hcompute_enc1_conv3x1_stencil_2->add_function("hcompute_enc1_conv3x1_stencil_2");
//hcompute_enc1_conv3x1_stencil_2->add_store("enc1_conv3x1_stencil", "0", "0", "0");
//auto enc1_conv3x1_s1_r_4_y_1 = enc1_sum_s0_c_1->add_loop("enc1_conv3x1_s1_r_4_y_1", 0, 3);
//auto enc1_conv3x1_s1_r_4_x_1 = enc1_conv3x1_s1_r_4_y_1->add_loop("enc1_conv3x1_s1_r_4_x_1", 0, 64);
//////producing enc1_conv1x3.stencil
////store is: enc1_conv1x3.stencil(0, 0, 0) = 0.000000f
//auto hcompute_enc1_conv1x3_stencil_2 = enc1_conv3x1_s1_r_4_x_1->add_op("op_hcompute_enc1_conv1x3_stencil_2");
//hcompute_enc1_conv1x3_stencil_2->add_function("hcompute_enc1_conv1x3_stencil_2");
//hcompute_enc1_conv1x3_stencil_2->add_store("enc1_conv1x3_stencil", "0", "0", "0");
//auto enc1_conv1x3_s1_r_3_z_1 = enc1_conv3x1_s1_r_4_x_1->add_loop("enc1_conv1x3_s1_r_3_z_1", 0, 3);
//auto enc1_conv1x3_s1_r_3_x_1 = enc1_conv1x3_s1_r_3_z_1->add_loop("enc1_conv1x3_s1_r_3_x_1", 0, 64);
//////producing enc1_conv3x3.stencil
////store is: enc1_conv3x3.stencil(0, 0, 0) = 0.000000f
//auto hcompute_enc1_conv3x3_stencil_2 = enc1_conv1x3_s1_r_3_x_1->add_op("op_hcompute_enc1_conv3x3_stencil_2");
//hcompute_enc1_conv3x3_stencil_2->add_function("hcompute_enc1_conv3x3_stencil_2");
//hcompute_enc1_conv3x3_stencil_2->add_store("enc1_conv3x3_stencil", "0", "0", "0");
//auto enc1_conv3x3_s1_r_2_z_1 = enc1_conv1x3_s1_r_3_x_1->add_loop("enc1_conv3x3_s1_r_2_z_1", 0, 3);
//auto enc1_conv3x3_s1_r_2_y_1 = enc1_conv3x3_s1_r_2_z_1->add_loop("enc1_conv3x3_s1_r_2_y_1", 0, 3);
//auto enc1_conv3x3_s1_r_2_x_1 = enc1_conv3x3_s1_r_2_y_1->add_loop("enc1_conv3x3_s1_r_2_x_1", 0, 8);
////store is: enc1_conv3x3.stencil(0, 0, 0) = (enc1_conv3x3.stencil(0, 0, 0) + (enc1_weights_0_im_global_wrapper_global_wrapper.stencil(enc1_conv1x3_s1_r_3_x_1, enc1_conv3x3_s1_r_2_y_1, enc1_conv3x3_s1_r_2_z_1, enc1_conv3x3_s1_r_2_x_1)*conv2_relu.stencil(enc1_conv3x3_s1_r_2_x_1, ((((enc1_conv3x1_s1_r_4_y_1 + enc1_sum_s0_i_1)*2) + enc1_conv3x3_s1_r_2_y_1) + 13), ((((enc1_conv1x3_s1_r_3_z_1 + enc1_sum_s0_j)*2) + enc1_conv3x3_s1_r_2_z_1) + 82))))
//auto hcompute_enc1_conv3x3_stencil_3 = enc1_conv3x3_s1_r_2_x_1->add_op("op_hcompute_enc1_conv3x3_stencil_3");
//hcompute_enc1_conv3x3_stencil_3->add_function("hcompute_enc1_conv3x3_stencil_3");
//hcompute_enc1_conv3x3_stencil_3->add_load("conv2_relu_stencil", "((((enc1_conv1x3_s1_r_3_z_1 + enc1_sum_s0_j)*2) + enc1_conv3x3_s1_r_2_z_1) + 82)", "((((enc1_conv3x1_s1_r_4_y_1 + enc1_sum_s0_i_1)*2) + enc1_conv3x3_s1_r_2_y_1) + 13)", "enc1_conv3x3_s1_r_2_x_1");
//hcompute_enc1_conv3x3_stencil_3->add_load("enc1_conv3x3_stencil", "0", "0", "0");
//hcompute_enc1_conv3x3_stencil_3->add_load("enc1_weights_0_im_global_wrapper_global_wrapper_stencil", "enc1_conv3x3_s1_r_2_x_1", "enc1_conv3x3_s1_r_2_z_1", "enc1_conv3x3_s1_r_2_y_1", "enc1_conv1x3_s1_r_3_x_1");
//hcompute_enc1_conv3x3_stencil_3->add_store("enc1_conv3x3_stencil", "0", "0", "0");
////consuming enc1_conv3x3.stencil
////store is: enc1_conv1x3.stencil(0, 0, 0) = (enc1_conv1x3.stencil(0, 0, 0) + (enc1_weights_1_im_global_wrapper_global_wrapper.stencil(enc1_conv3x1_s1_r_4_x_1, 0, enc1_conv1x3_s1_r_3_z_1, enc1_conv1x3_s1_r_3_x_1)*enc1_conv3x3.stencil(0, 0, 0)))
//auto hcompute_enc1_conv1x3_stencil_3 = enc1_conv1x3_s1_r_3_x_1->add_op("op_hcompute_enc1_conv1x3_stencil_3");
//hcompute_enc1_conv1x3_stencil_3->add_function("hcompute_enc1_conv1x3_stencil_3");
//hcompute_enc1_conv1x3_stencil_3->add_load("enc1_conv1x3_stencil", "0", "0", "0");
//hcompute_enc1_conv1x3_stencil_3->add_load("enc1_conv3x3_stencil", "0", "0", "0");
//hcompute_enc1_conv1x3_stencil_3->add_load("enc1_weights_1_im_global_wrapper_global_wrapper_stencil", "enc1_conv1x3_s1_r_3_x_1", "enc1_conv1x3_s1_r_3_z_1", "0", "enc1_conv3x1_s1_r_4_x_1");
//hcompute_enc1_conv1x3_stencil_3->add_store("enc1_conv1x3_stencil", "0", "0", "0");
////consuming enc1_conv1x3.stencil
////store is: enc1_conv3x1.stencil(0, 0, 0) = (enc1_conv3x1.stencil(0, 0, 0) + (enc1_weights_2_im_global_wrapper_global_wrapper.stencil((enc1_sum_s0_c_1 + 64), enc1_conv3x1_s1_r_4_y_1, 0, enc1_conv3x1_s1_r_4_x_1)*enc1_conv1x3.stencil(0, 0, 0)))
//auto hcompute_enc1_conv3x1_stencil_3 = enc1_conv3x1_s1_r_4_x_1->add_op("op_hcompute_enc1_conv3x1_stencil_3");
//hcompute_enc1_conv3x1_stencil_3->add_function("hcompute_enc1_conv3x1_stencil_3");
//hcompute_enc1_conv3x1_stencil_3->add_load("enc1_conv1x3_stencil", "0", "0", "0");
//hcompute_enc1_conv3x1_stencil_3->add_load("enc1_conv3x1_stencil", "0", "0", "0");
//hcompute_enc1_conv3x1_stencil_3->add_load("enc1_weights_2_im_global_wrapper_global_wrapper_stencil", "enc1_conv3x1_s1_r_4_x_1", "0", "enc1_conv3x1_s1_r_4_y_1", "(enc1_sum_s0_c_1 + 64)");
//hcompute_enc1_conv3x1_stencil_3->add_store("enc1_conv3x1_stencil", "0", "0", "0");
////consuming enc1_conv3x1.stencil
//////producing enc1_conv1x1.stencil
////store is: enc1_conv1x1.stencil(0, 0, 0) = 0.000000f
//auto hcompute_enc1_conv1x1_stencil_2 = enc1_sum_s0_c_1->add_op("op_hcompute_enc1_conv1x1_stencil_2");
//hcompute_enc1_conv1x1_stencil_2->add_function("hcompute_enc1_conv1x1_stencil_2");
//hcompute_enc1_conv1x1_stencil_2->add_store("enc1_conv1x1_stencil", "0", "0", "0");
//auto enc1_conv1x1_s1_r_5_x_1 = enc1_sum_s0_c_1->add_loop("enc1_conv1x1_s1_r_5_x_1", 0, 8);
////store is: enc1_conv1x1.stencil(0, 0, 0) = (enc1_conv1x1.stencil(0, 0, 0) + (enc1_weights_3_im_global_wrapper_global_wrapper.stencil((enc1_sum_s0_c_1 + 64), 0, 0, enc1_conv1x1_s1_r_5_x_1)*conv2_relu.stencil(enc1_conv1x1_s1_r_5_x_1, ((enc1_sum_s0_i_1*2) + 16), ((enc1_sum_s0_j*2) + 85))))
//auto hcompute_enc1_conv1x1_stencil_3 = enc1_conv1x1_s1_r_5_x_1->add_op("op_hcompute_enc1_conv1x1_stencil_3");
//hcompute_enc1_conv1x1_stencil_3->add_function("hcompute_enc1_conv1x1_stencil_3");
//hcompute_enc1_conv1x1_stencil_3->add_load("conv2_relu_stencil", "((enc1_sum_s0_j*2) + 85)", "((enc1_sum_s0_i_1*2) + 16)", "enc1_conv1x1_s1_r_5_x_1");
//hcompute_enc1_conv1x1_stencil_3->add_load("enc1_conv1x1_stencil", "0", "0", "0");
//hcompute_enc1_conv1x1_stencil_3->add_load("enc1_weights_3_im_global_wrapper_global_wrapper_stencil", "enc1_conv1x1_s1_r_5_x_1", "0", "0", "(enc1_sum_s0_c_1 + 64)");
//hcompute_enc1_conv1x1_stencil_3->add_store("enc1_conv1x1_stencil", "0", "0", "0");
////consuming enc1_conv1x1.stencil
////store is: enc1_sum.stencil((enc1_sum_s0_c_1 + 64), (enc1_sum_s0_i_1 + 8), (enc1_sum_s0_j + 41)) = (enc1_conv3x1.stencil(0, 0, 0) + enc1_conv1x1.stencil(0, 0, 0))
//auto hcompute_enc1_sum_stencil_1 = enc1_sum_s0_c_1->add_op("op_hcompute_enc1_sum_stencil_1");
//hcompute_enc1_sum_stencil_1->add_function("hcompute_enc1_sum_stencil_1");
//hcompute_enc1_sum_stencil_1->add_load("enc1_conv1x1_stencil", "0", "0", "0");
//hcompute_enc1_sum_stencil_1->add_load("enc1_conv3x1_stencil", "0", "0", "0");
//hcompute_enc1_sum_stencil_1->add_store("enc1_sum_stencil", "(enc1_sum_s0_j + 41)", "(enc1_sum_s0_i_1 + 8)", "(enc1_sum_s0_c_1 + 64)");
//auto enc1_sum_s0_i_2 = enc1_sum_s0_j->add_loop("enc1_sum_s0_i_2", 89, 97);
//auto enc1_sum_s0_c_2 = enc1_sum_s0_i_2->add_loop("enc1_sum_s0_c_2", -64, 64);
//////producing enc1_conv3x1.stencil
////store is: enc1_conv3x1.stencil(0, 0, 0) = 0.000000f
//auto hcompute_enc1_conv3x1_stencil_4 = enc1_sum_s0_c_2->add_op("op_hcompute_enc1_conv3x1_stencil_4");
//hcompute_enc1_conv3x1_stencil_4->add_function("hcompute_enc1_conv3x1_stencil_4");
//hcompute_enc1_conv3x1_stencil_4->add_store("enc1_conv3x1_stencil", "0", "0", "0");
//auto enc1_conv3x1_s1_r_4_y_2 = enc1_sum_s0_c_2->add_loop("enc1_conv3x1_s1_r_4_y_2", 0, 3);
//auto enc1_conv3x1_s1_r_4_x_2 = enc1_conv3x1_s1_r_4_y_2->add_loop("enc1_conv3x1_s1_r_4_x_2", 0, 64);
//////producing enc1_conv1x3.stencil
////store is: enc1_conv1x3.stencil(0, 0, 0) = 0.000000f
//auto hcompute_enc1_conv1x3_stencil_4 = enc1_conv3x1_s1_r_4_x_2->add_op("op_hcompute_enc1_conv1x3_stencil_4");
//hcompute_enc1_conv1x3_stencil_4->add_function("hcompute_enc1_conv1x3_stencil_4");
//hcompute_enc1_conv1x3_stencil_4->add_store("enc1_conv1x3_stencil", "0", "0", "0");
//auto enc1_conv1x3_s1_r_3_z_2 = enc1_conv3x1_s1_r_4_x_2->add_loop("enc1_conv1x3_s1_r_3_z_2", 0, 3);
//auto enc1_conv1x3_s1_r_3_x_2 = enc1_conv1x3_s1_r_3_z_2->add_loop("enc1_conv1x3_s1_r_3_x_2", 0, 64);
//////producing enc1_conv3x3.stencil
////store is: enc1_conv3x3.stencil(0, (max((enc1_conv3x1_s1_r_4_y_2 + enc1_sum_s0_i_2), 90) + -90), 0) = 0.000000f
//auto hcompute_enc1_conv3x3_stencil_4 = enc1_conv1x3_s1_r_3_x_2->add_op("op_hcompute_enc1_conv3x3_stencil_4");
//hcompute_enc1_conv3x3_stencil_4->add_function("hcompute_enc1_conv3x3_stencil_4");
//hcompute_enc1_conv3x3_stencil_4->add_store("enc1_conv3x3_stencil", "0", "(max((enc1_conv3x1_s1_r_4_y_2 + enc1_sum_s0_i_2), 90) + -90)", "0");
//auto enc1_conv3x3_s1_r_2_z_2 = enc1_conv1x3_s1_r_3_x_2->add_loop("enc1_conv3x3_s1_r_2_z_2", 0, 3);
//auto enc1_conv3x3_s1_r_2_y_2 = enc1_conv3x3_s1_r_2_z_2->add_loop("enc1_conv3x3_s1_r_2_y_2", 0, 3);
//auto enc1_conv3x3_s1_r_2_x_2 = enc1_conv3x3_s1_r_2_y_2->add_loop("enc1_conv3x3_s1_r_2_x_2", 0, 8);
////store is: enc1_conv3x3.stencil(0, (max((enc1_conv3x1_s1_r_4_y_2 + enc1_sum_s0_i_2), 90) + -90), 0) = (enc1_conv3x3.stencil(0, (max((enc1_conv3x1_s1_r_4_y_2 + enc1_sum_s0_i_2), 90) + -90), 0) + (enc1_weights_0_im_global_wrapper_global_wrapper.stencil(enc1_conv1x3_s1_r_3_x_2, enc1_conv3x3_s1_r_2_y_2, enc1_conv3x3_s1_r_2_z_2, enc1_conv3x3_s1_r_2_x_2)*conv2_relu.stencil(enc1_conv3x3_s1_r_2_x_2, (min((((enc1_conv3x1_s1_r_4_y_2 + enc1_sum_s0_i_2)*2) + enc1_conv3x3_s1_r_2_y_2), 182) + 13), ((((enc1_conv1x3_s1_r_3_z_2 + enc1_sum_s0_j)*2) + enc1_conv3x3_s1_r_2_z_2) + 82))))
//auto hcompute_enc1_conv3x3_stencil_5 = enc1_conv3x3_s1_r_2_x_2->add_op("op_hcompute_enc1_conv3x3_stencil_5");
//hcompute_enc1_conv3x3_stencil_5->add_function("hcompute_enc1_conv3x3_stencil_5");
//hcompute_enc1_conv3x3_stencil_5->add_load("conv2_relu_stencil", "((((enc1_conv1x3_s1_r_3_z_2 + enc1_sum_s0_j)*2) + enc1_conv3x3_s1_r_2_z_2) + 82)", "(min((((enc1_conv3x1_s1_r_4_y_2 + enc1_sum_s0_i_2)*2) + enc1_conv3x3_s1_r_2_y_2), 182) + 13)", "enc1_conv3x3_s1_r_2_x_2");
//hcompute_enc1_conv3x3_stencil_5->add_load("enc1_conv3x3_stencil", "0", "(max((enc1_conv3x1_s1_r_4_y_2 + enc1_sum_s0_i_2), 90) + -90)", "0");
//hcompute_enc1_conv3x3_stencil_5->add_load("enc1_weights_0_im_global_wrapper_global_wrapper_stencil", "enc1_conv3x3_s1_r_2_x_2", "enc1_conv3x3_s1_r_2_z_2", "enc1_conv3x3_s1_r_2_y_2", "enc1_conv1x3_s1_r_3_x_2");
//hcompute_enc1_conv3x3_stencil_5->add_store("enc1_conv3x3_stencil", "0", "(max((enc1_conv3x1_s1_r_4_y_2 + enc1_sum_s0_i_2), 90) + -90)", "0");
////consuming enc1_conv3x3.stencil
////store is: enc1_conv1x3.stencil(0, 0, 0) = (enc1_conv1x3.stencil(0, 0, 0) + (enc1_weights_1_im_global_wrapper_global_wrapper.stencil(enc1_conv3x1_s1_r_4_x_2, 0, enc1_conv1x3_s1_r_3_z_2, enc1_conv1x3_s1_r_3_x_2)*select(((enc1_conv3x1_s1_r_4_y_2 + enc1_sum_s0_i_2) < 91), enc1_conv3x3.stencil(0, 0, 0), 0.000000f)))
//auto hcompute_enc1_conv1x3_stencil_5 = enc1_conv1x3_s1_r_3_x_2->add_op("op_hcompute_enc1_conv1x3_stencil_5");
//hcompute_enc1_conv1x3_stencil_5->add_function("hcompute_enc1_conv1x3_stencil_5");
//hcompute_enc1_conv1x3_stencil_5->add_load("enc1_conv1x3_stencil", "0", "0", "0");
//hcompute_enc1_conv1x3_stencil_5->add_load("enc1_conv3x3_stencil", "0", "0", "0");
//hcompute_enc1_conv1x3_stencil_5->add_load("enc1_weights_1_im_global_wrapper_global_wrapper_stencil", "enc1_conv1x3_s1_r_3_x_2", "enc1_conv1x3_s1_r_3_z_2", "0", "enc1_conv3x1_s1_r_4_x_2");
//hcompute_enc1_conv1x3_stencil_5->add_store("enc1_conv1x3_stencil", "0", "0", "0");
//hcompute_enc1_conv1x3_stencil_5->compute_unit_needs_index_variable("enc1_conv3x1_s1_r_4_y_2");
//hcompute_enc1_conv1x3_stencil_5->compute_unit_needs_index_variable("enc1_sum_s0_i_2");
////consuming enc1_conv1x3.stencil
////store is: enc1_conv3x1.stencil(0, 0, 0) = (enc1_conv3x1.stencil(0, 0, 0) + (enc1_weights_2_im_global_wrapper_global_wrapper.stencil((enc1_sum_s0_c_2 + 64), enc1_conv3x1_s1_r_4_y_2, 0, enc1_conv3x1_s1_r_4_x_2)*enc1_conv1x3.stencil(0, 0, 0)))
//auto hcompute_enc1_conv3x1_stencil_5 = enc1_conv3x1_s1_r_4_x_2->add_op("op_hcompute_enc1_conv3x1_stencil_5");
//hcompute_enc1_conv3x1_stencil_5->add_function("hcompute_enc1_conv3x1_stencil_5");
//hcompute_enc1_conv3x1_stencil_5->add_load("enc1_conv1x3_stencil", "0", "0", "0");
//hcompute_enc1_conv3x1_stencil_5->add_load("enc1_conv3x1_stencil", "0", "0", "0");
//hcompute_enc1_conv3x1_stencil_5->add_load("enc1_weights_2_im_global_wrapper_global_wrapper_stencil", "enc1_conv3x1_s1_r_4_x_2", "0", "enc1_conv3x1_s1_r_4_y_2", "(enc1_sum_s0_c_2 + 64)");
//hcompute_enc1_conv3x1_stencil_5->add_store("enc1_conv3x1_stencil", "0", "0", "0");
////consuming enc1_conv3x1.stencil
//////producing enc1_conv1x1.stencil
////store is: enc1_conv1x1.stencil(0, 0, 0) = 0.000000f
//auto hcompute_enc1_conv1x1_stencil_4 = enc1_sum_s0_c_2->add_op("op_hcompute_enc1_conv1x1_stencil_4");
//hcompute_enc1_conv1x1_stencil_4->add_function("hcompute_enc1_conv1x1_stencil_4");
//hcompute_enc1_conv1x1_stencil_4->add_store("enc1_conv1x1_stencil", "0", "0", "0");
//auto enc1_conv1x1_s1_r_5_x_2 = enc1_sum_s0_c_2->add_loop("enc1_conv1x1_s1_r_5_x_2", 0, 8);
////store is: enc1_conv1x1.stencil(0, 0, 0) = (enc1_conv1x1.stencil(0, 0, 0) + (enc1_weights_3_im_global_wrapper_global_wrapper.stencil((enc1_sum_s0_c_2 + 64), 0, 0, enc1_conv1x1_s1_r_5_x_2)*conv2_relu.stencil(enc1_conv1x1_s1_r_5_x_2, ((enc1_sum_s0_i_2*2) + 16), ((enc1_sum_s0_j*2) + 85))))
//auto hcompute_enc1_conv1x1_stencil_5 = enc1_conv1x1_s1_r_5_x_2->add_op("op_hcompute_enc1_conv1x1_stencil_5");
//hcompute_enc1_conv1x1_stencil_5->add_function("hcompute_enc1_conv1x1_stencil_5");
//hcompute_enc1_conv1x1_stencil_5->add_load("conv2_relu_stencil", "((enc1_sum_s0_j*2) + 85)", "((enc1_sum_s0_i_2*2) + 16)", "enc1_conv1x1_s1_r_5_x_2");
//hcompute_enc1_conv1x1_stencil_5->add_load("enc1_conv1x1_stencil", "0", "0", "0");
//hcompute_enc1_conv1x1_stencil_5->add_load("enc1_weights_3_im_global_wrapper_global_wrapper_stencil", "enc1_conv1x1_s1_r_5_x_2", "0", "0", "(enc1_sum_s0_c_2 + 64)");
//hcompute_enc1_conv1x1_stencil_5->add_store("enc1_conv1x1_stencil", "0", "0", "0");
////consuming enc1_conv1x1.stencil
////store is: enc1_sum.stencil((enc1_sum_s0_c_2 + 64), (enc1_sum_s0_i_2 + 8), (enc1_sum_s0_j + 41)) = (enc1_conv3x1.stencil(0, 0, 0) + enc1_conv1x1.stencil(0, 0, 0))
//auto hcompute_enc1_sum_stencil_2 = enc1_sum_s0_c_2->add_op("op_hcompute_enc1_sum_stencil_2");
//hcompute_enc1_sum_stencil_2->add_function("hcompute_enc1_sum_stencil_2");
//hcompute_enc1_sum_stencil_2->add_load("enc1_conv1x1_stencil", "0", "0", "0");
//hcompute_enc1_sum_stencil_2->add_load("enc1_conv3x1_stencil", "0", "0", "0");
//hcompute_enc1_sum_stencil_2->add_store("enc1_sum_stencil", "(enc1_sum_s0_j + 41)", "(enc1_sum_s0_i_2 + 8)", "(enc1_sum_s0_c_2 + 64)");
////consuming enc1_sum.stencil
//////producing enc2_weights_3_im_global_wrapper_global_wrapper.stencil
//auto enc2_weights_3_im_global_wrapper_global_wrapper_s0__3 = prg.add_loop("enc2_weights_3_im_global_wrapper_global_wrapper_s0__3", 0, 64);
//auto enc2_weights_3_im_global_wrapper_global_wrapper_s0__0 = enc2_weights_3_im_global_wrapper_global_wrapper_s0__3->add_loop("enc2_weights_3_im_global_wrapper_global_wrapper_s0__0", -128, 64);
////store is: enc2_weights_3_im_global_wrapper_global_wrapper.stencil((enc2_weights_3_im_global_wrapper_global_wrapper_s0__0 + 128), 0, 0, enc2_weights_3_im_global_wrapper_global_wrapper_s0__3) = enc2_weights_3_im_global_wrapper.stencil(enc2_weights_3_im_global_wrapper_global_wrapper_s0__0, 0, 0, enc2_weights_3_im_global_wrapper_global_wrapper_s0__3)
//auto hcompute_enc2_weights_3_im_global_wrapper_global_wrapper_stencil = enc2_weights_3_im_global_wrapper_global_wrapper_s0__0->add_op("op_hcompute_enc2_weights_3_im_global_wrapper_global_wrapper_stencil");
//hcompute_enc2_weights_3_im_global_wrapper_global_wrapper_stencil->add_function("hcompute_enc2_weights_3_im_global_wrapper_global_wrapper_stencil");
//hcompute_enc2_weights_3_im_global_wrapper_global_wrapper_stencil->add_load("enc2_weights_3_im_global_wrapper_stencil", "enc2_weights_3_im_global_wrapper_global_wrapper_s0__3", "0", "0", "enc2_weights_3_im_global_wrapper_global_wrapper_s0__0");
//prg.buffer_port_widths["enc2_weights_3_im_global_wrapper_global_wrapper_stencil"] = 32;
//hcompute_enc2_weights_3_im_global_wrapper_global_wrapper_stencil->add_store("enc2_weights_3_im_global_wrapper_global_wrapper_stencil", "enc2_weights_3_im_global_wrapper_global_wrapper_s0__3", "0", "0", "(enc2_weights_3_im_global_wrapper_global_wrapper_s0__0 + 128)");
////consuming enc2_weights_3_im_global_wrapper_global_wrapper.stencil
//////producing enc2_weights_0_im_global_wrapper_global_wrapper.stencil
//auto enc2_weights_0_im_global_wrapper_global_wrapper_s0__3 = prg.add_loop("enc2_weights_0_im_global_wrapper_global_wrapper_s0__3", 0, 64);
//auto enc2_weights_0_im_global_wrapper_global_wrapper_s0__2 = enc2_weights_0_im_global_wrapper_global_wrapper_s0__3->add_loop("enc2_weights_0_im_global_wrapper_global_wrapper_s0__2", 0, 3);
//auto enc2_weights_0_im_global_wrapper_global_wrapper_s0__1 = enc2_weights_0_im_global_wrapper_global_wrapper_s0__2->add_loop("enc2_weights_0_im_global_wrapper_global_wrapper_s0__1", 0, 3);
//auto enc2_weights_0_im_global_wrapper_global_wrapper_s0__0 = enc2_weights_0_im_global_wrapper_global_wrapper_s0__1->add_loop("enc2_weights_0_im_global_wrapper_global_wrapper_s0__0", 0, 64);
////store is: enc2_weights_0_im_global_wrapper_global_wrapper.stencil(enc2_weights_0_im_global_wrapper_global_wrapper_s0__0, enc2_weights_0_im_global_wrapper_global_wrapper_s0__1, enc2_weights_0_im_global_wrapper_global_wrapper_s0__2, enc2_weights_0_im_global_wrapper_global_wrapper_s0__3) = enc2_weights_0_im_global_wrapper.stencil(enc2_weights_0_im_global_wrapper_global_wrapper_s0__0, enc2_weights_0_im_global_wrapper_global_wrapper_s0__1, enc2_weights_0_im_global_wrapper_global_wrapper_s0__2, enc2_weights_0_im_global_wrapper_global_wrapper_s0__3)
//auto hcompute_enc2_weights_0_im_global_wrapper_global_wrapper_stencil = enc2_weights_0_im_global_wrapper_global_wrapper_s0__0->add_op("op_hcompute_enc2_weights_0_im_global_wrapper_global_wrapper_stencil");
//hcompute_enc2_weights_0_im_global_wrapper_global_wrapper_stencil->add_function("hcompute_enc2_weights_0_im_global_wrapper_global_wrapper_stencil");
//hcompute_enc2_weights_0_im_global_wrapper_global_wrapper_stencil->add_load("enc2_weights_0_im_global_wrapper_stencil", "enc2_weights_0_im_global_wrapper_global_wrapper_s0__3", "enc2_weights_0_im_global_wrapper_global_wrapper_s0__2", "enc2_weights_0_im_global_wrapper_global_wrapper_s0__1", "enc2_weights_0_im_global_wrapper_global_wrapper_s0__0");
//prg.buffer_port_widths["enc2_weights_0_im_global_wrapper_global_wrapper_stencil"] = 32;
//hcompute_enc2_weights_0_im_global_wrapper_global_wrapper_stencil->add_store("enc2_weights_0_im_global_wrapper_global_wrapper_stencil", "enc2_weights_0_im_global_wrapper_global_wrapper_s0__3", "enc2_weights_0_im_global_wrapper_global_wrapper_s0__2", "enc2_weights_0_im_global_wrapper_global_wrapper_s0__1", "enc2_weights_0_im_global_wrapper_global_wrapper_s0__0");
////consuming enc2_weights_0_im_global_wrapper_global_wrapper.stencil
//////producing enc2_weights_1_im_global_wrapper_global_wrapper.stencil
//auto enc2_weights_1_im_global_wrapper_global_wrapper_s0__3 = prg.add_loop("enc2_weights_1_im_global_wrapper_global_wrapper_s0__3", 0, 64);
//auto enc2_weights_1_im_global_wrapper_global_wrapper_s0__2 = enc2_weights_1_im_global_wrapper_global_wrapper_s0__3->add_loop("enc2_weights_1_im_global_wrapper_global_wrapper_s0__2", 0, 3);
//auto enc2_weights_1_im_global_wrapper_global_wrapper_s0__0 = enc2_weights_1_im_global_wrapper_global_wrapper_s0__2->add_loop("enc2_weights_1_im_global_wrapper_global_wrapper_s0__0", 0, 64);
////store is: enc2_weights_1_im_global_wrapper_global_wrapper.stencil(enc2_weights_1_im_global_wrapper_global_wrapper_s0__0, 0, enc2_weights_1_im_global_wrapper_global_wrapper_s0__2, enc2_weights_1_im_global_wrapper_global_wrapper_s0__3) = enc2_weights_1_im_global_wrapper.stencil(enc2_weights_1_im_global_wrapper_global_wrapper_s0__0, 0, enc2_weights_1_im_global_wrapper_global_wrapper_s0__2, enc2_weights_1_im_global_wrapper_global_wrapper_s0__3)
//auto hcompute_enc2_weights_1_im_global_wrapper_global_wrapper_stencil = enc2_weights_1_im_global_wrapper_global_wrapper_s0__0->add_op("op_hcompute_enc2_weights_1_im_global_wrapper_global_wrapper_stencil");
//hcompute_enc2_weights_1_im_global_wrapper_global_wrapper_stencil->add_function("hcompute_enc2_weights_1_im_global_wrapper_global_wrapper_stencil");
//hcompute_enc2_weights_1_im_global_wrapper_global_wrapper_stencil->add_load("enc2_weights_1_im_global_wrapper_stencil", "enc2_weights_1_im_global_wrapper_global_wrapper_s0__3", "enc2_weights_1_im_global_wrapper_global_wrapper_s0__2", "0", "enc2_weights_1_im_global_wrapper_global_wrapper_s0__0");
//prg.buffer_port_widths["enc2_weights_1_im_global_wrapper_global_wrapper_stencil"] = 32;
//hcompute_enc2_weights_1_im_global_wrapper_global_wrapper_stencil->add_store("enc2_weights_1_im_global_wrapper_global_wrapper_stencil", "enc2_weights_1_im_global_wrapper_global_wrapper_s0__3", "enc2_weights_1_im_global_wrapper_global_wrapper_s0__2", "0", "enc2_weights_1_im_global_wrapper_global_wrapper_s0__0");
////consuming enc2_weights_1_im_global_wrapper_global_wrapper.stencil
//////producing enc2_weights_2_im_global_wrapper_global_wrapper.stencil
//auto enc2_weights_2_im_global_wrapper_global_wrapper_s0__3 = prg.add_loop("enc2_weights_2_im_global_wrapper_global_wrapper_s0__3", 0, 64);
//auto enc2_weights_2_im_global_wrapper_global_wrapper_s0__1 = enc2_weights_2_im_global_wrapper_global_wrapper_s0__3->add_loop("enc2_weights_2_im_global_wrapper_global_wrapper_s0__1", 0, 3);
//auto enc2_weights_2_im_global_wrapper_global_wrapper_s0__0 = enc2_weights_2_im_global_wrapper_global_wrapper_s0__1->add_loop("enc2_weights_2_im_global_wrapper_global_wrapper_s0__0", -128, 64);
////store is: enc2_weights_2_im_global_wrapper_global_wrapper.stencil((enc2_weights_2_im_global_wrapper_global_wrapper_s0__0 + 128), enc2_weights_2_im_global_wrapper_global_wrapper_s0__1, 0, enc2_weights_2_im_global_wrapper_global_wrapper_s0__3) = enc2_weights_2_im_global_wrapper.stencil(enc2_weights_2_im_global_wrapper_global_wrapper_s0__0, enc2_weights_2_im_global_wrapper_global_wrapper_s0__1, 0, enc2_weights_2_im_global_wrapper_global_wrapper_s0__3)
//auto hcompute_enc2_weights_2_im_global_wrapper_global_wrapper_stencil = enc2_weights_2_im_global_wrapper_global_wrapper_s0__0->add_op("op_hcompute_enc2_weights_2_im_global_wrapper_global_wrapper_stencil");
//hcompute_enc2_weights_2_im_global_wrapper_global_wrapper_stencil->add_function("hcompute_enc2_weights_2_im_global_wrapper_global_wrapper_stencil");
//hcompute_enc2_weights_2_im_global_wrapper_global_wrapper_stencil->add_load("enc2_weights_2_im_global_wrapper_stencil", "enc2_weights_2_im_global_wrapper_global_wrapper_s0__3", "0", "enc2_weights_2_im_global_wrapper_global_wrapper_s0__1", "enc2_weights_2_im_global_wrapper_global_wrapper_s0__0");
//prg.buffer_port_widths["enc2_weights_2_im_global_wrapper_global_wrapper_stencil"] = 32;
//hcompute_enc2_weights_2_im_global_wrapper_global_wrapper_stencil->add_store("enc2_weights_2_im_global_wrapper_global_wrapper_stencil", "enc2_weights_2_im_global_wrapper_global_wrapper_s0__3", "0", "enc2_weights_2_im_global_wrapper_global_wrapper_s0__1", "(enc2_weights_2_im_global_wrapper_global_wrapper_s0__0 + 128)");
////consuming enc2_weights_2_im_global_wrapper_global_wrapper.stencil
//////producing enc2_sum.stencil
//auto enc2_sum_s0_j = prg.add_loop("enc2_sum_s0_j", -19, 1458);
//auto enc2_sum_s0_i = enc2_sum_s0_j->add_loop("enc2_sum_s0_i", -4, 2);
//auto enc2_sum_s0_c = enc2_sum_s0_i->add_loop("enc2_sum_s0_c", -128, 64);
//////producing enc2_conv3x1.stencil
////store is: enc2_conv3x1.stencil(0, 0, 0) = 0.000000f
//auto hcompute_enc2_conv3x1_stencil = enc2_sum_s0_c->add_op("op_hcompute_enc2_conv3x1_stencil");
//hcompute_enc2_conv3x1_stencil->add_function("hcompute_enc2_conv3x1_stencil");
//prg.buffer_port_widths["enc2_conv3x1_stencil"] = 32;
//hcompute_enc2_conv3x1_stencil->add_store("enc2_conv3x1_stencil", "0", "0", "0");
//auto enc2_conv3x1_s1_r_8_y = enc2_sum_s0_c->add_loop("enc2_conv3x1_s1_r_8_y", 0, 3);
//auto enc2_conv3x1_s1_r_8_x = enc2_conv3x1_s1_r_8_y->add_loop("enc2_conv3x1_s1_r_8_x", 0, 64);
//////producing enc2_conv1x3.stencil
////store is: enc2_conv1x3.stencil(0, 0, 0) = 0.000000f
//auto hcompute_enc2_conv1x3_stencil = enc2_conv3x1_s1_r_8_x->add_op("op_hcompute_enc2_conv1x3_stencil");
//hcompute_enc2_conv1x3_stencil->add_function("hcompute_enc2_conv1x3_stencil");
//prg.buffer_port_widths["enc2_conv1x3_stencil"] = 32;
//hcompute_enc2_conv1x3_stencil->add_store("enc2_conv1x3_stencil", "0", "0", "0");
//auto enc2_conv1x3_s1_r_7_z = enc2_conv3x1_s1_r_8_x->add_loop("enc2_conv1x3_s1_r_7_z", 0, 3);
//auto enc2_conv1x3_s1_r_7_x = enc2_conv1x3_s1_r_7_z->add_loop("enc2_conv1x3_s1_r_7_x", 0, 64);
//////producing enc2_conv3x3.stencil
////store is: enc2_conv3x3.stencil(0, (min((enc2_conv3x1_s1_r_8_y + enc2_sum_s0_i), 1) + -1), 0) = 0.000000f
//auto hcompute_enc2_conv3x3_stencil = enc2_conv1x3_s1_r_7_x->add_op("op_hcompute_enc2_conv3x3_stencil");
//hcompute_enc2_conv3x3_stencil->add_function("hcompute_enc2_conv3x3_stencil");
//prg.buffer_port_widths["enc2_conv3x3_stencil"] = 32;
//hcompute_enc2_conv3x3_stencil->add_store("enc2_conv3x3_stencil", "0", "(min((enc2_conv3x1_s1_r_8_y + enc2_sum_s0_i), 1) + -1)", "0");
//auto enc2_conv3x3_s1_r_6_z = enc2_conv1x3_s1_r_7_x->add_loop("enc2_conv3x3_s1_r_6_z", 0, 3);
//auto enc2_conv3x3_s1_r_6_y = enc2_conv3x3_s1_r_6_z->add_loop("enc2_conv3x3_s1_r_6_y", 0, 3);
//auto enc2_conv3x3_s1_r_6_x = enc2_conv3x3_s1_r_6_y->add_loop("enc2_conv3x3_s1_r_6_x", 0, 64);
////store is: enc2_conv3x3.stencil(0, (min((enc2_conv3x1_s1_r_8_y + enc2_sum_s0_i), 1) + -1), 0) = (enc2_conv3x3.stencil(0, (min((enc2_conv3x1_s1_r_8_y + enc2_sum_s0_i), 1) + -1), 0) + (enc2_weights_0_im_global_wrapper_global_wrapper.stencil(enc2_conv1x3_s1_r_7_x, enc2_conv3x3_s1_r_6_y, enc2_conv3x3_s1_r_6_z, enc2_conv3x3_s1_r_6_x)*select(((((enc2_conv3x1_s1_r_8_y + enc2_sum_s0_i)*2) + enc2_conv3x3_s1_r_6_y) < 3), 0.000000f, enc1_sum.stencil((enc2_conv3x3_s1_r_6_x + 64), (max((((enc2_conv3x1_s1_r_8_y + enc2_sum_s0_i)*2) + enc2_conv3x3_s1_r_6_y), 3) + 5), ((((enc2_conv1x3_s1_r_7_z + enc2_sum_s0_j)*2) + enc2_conv3x3_s1_r_6_z) + 38)))))
//auto hcompute_enc2_conv3x3_stencil_1 = enc2_conv3x3_s1_r_6_x->add_op("op_hcompute_enc2_conv3x3_stencil_1");
//hcompute_enc2_conv3x3_stencil_1->add_function("hcompute_enc2_conv3x3_stencil_1");
//hcompute_enc2_conv3x3_stencil_1->add_load("enc1_sum_stencil", "((((enc2_conv1x3_s1_r_7_z + enc2_sum_s0_j)*2) + enc2_conv3x3_s1_r_6_z) + 38)", "(max((((enc2_conv3x1_s1_r_8_y + enc2_sum_s0_i)*2) + enc2_conv3x3_s1_r_6_y), 3) + 5)", "(enc2_conv3x3_s1_r_6_x + 64)");
//hcompute_enc2_conv3x3_stencil_1->add_load("enc2_conv3x3_stencil", "0", "(min((enc2_conv3x1_s1_r_8_y + enc2_sum_s0_i), 1) + -1)", "0");
//hcompute_enc2_conv3x3_stencil_1->add_load("enc2_weights_0_im_global_wrapper_global_wrapper_stencil", "enc2_conv3x3_s1_r_6_x", "enc2_conv3x3_s1_r_6_z", "enc2_conv3x3_s1_r_6_y", "enc2_conv1x3_s1_r_7_x");
//hcompute_enc2_conv3x3_stencil_1->add_store("enc2_conv3x3_stencil", "0", "(min((enc2_conv3x1_s1_r_8_y + enc2_sum_s0_i), 1) + -1)", "0");
//hcompute_enc2_conv3x3_stencil_1->compute_unit_needs_index_variable("enc2_conv3x1_s1_r_8_y");
//hcompute_enc2_conv3x3_stencil_1->compute_unit_needs_index_variable("enc2_conv3x3_s1_r_6_y");
//hcompute_enc2_conv3x3_stencil_1->compute_unit_needs_index_variable("enc2_sum_s0_i");
////consuming enc2_conv3x3.stencil
////store is: enc2_conv1x3.stencil(0, 0, 0) = (enc2_conv1x3.stencil(0, 0, 0) + (enc2_weights_1_im_global_wrapper_global_wrapper.stencil(enc2_conv3x1_s1_r_8_x, 0, enc2_conv1x3_s1_r_7_z, enc2_conv1x3_s1_r_7_x)*select(((enc2_conv3x1_s1_r_8_y + enc2_sum_s0_i) < 1), 0.000000f, enc2_conv3x3.stencil(0, 0, 0))))
//auto hcompute_enc2_conv1x3_stencil_1 = enc2_conv1x3_s1_r_7_x->add_op("op_hcompute_enc2_conv1x3_stencil_1");
//hcompute_enc2_conv1x3_stencil_1->add_function("hcompute_enc2_conv1x3_stencil_1");
//hcompute_enc2_conv1x3_stencil_1->add_load("enc2_conv1x3_stencil", "0", "0", "0");
//hcompute_enc2_conv1x3_stencil_1->add_load("enc2_conv3x3_stencil", "0", "0", "0");
//hcompute_enc2_conv1x3_stencil_1->add_load("enc2_weights_1_im_global_wrapper_global_wrapper_stencil", "enc2_conv1x3_s1_r_7_x", "enc2_conv1x3_s1_r_7_z", "0", "enc2_conv3x1_s1_r_8_x");
//hcompute_enc2_conv1x3_stencil_1->add_store("enc2_conv1x3_stencil", "0", "0", "0");
//hcompute_enc2_conv1x3_stencil_1->compute_unit_needs_index_variable("enc2_conv3x1_s1_r_8_y");
//hcompute_enc2_conv1x3_stencil_1->compute_unit_needs_index_variable("enc2_sum_s0_i");
////consuming enc2_conv1x3.stencil
////store is: enc2_conv3x1.stencil(0, 0, 0) = (enc2_conv3x1.stencil(0, 0, 0) + (enc2_weights_2_im_global_wrapper_global_wrapper.stencil((enc2_sum_s0_c + 128), enc2_conv3x1_s1_r_8_y, 0, enc2_conv3x1_s1_r_8_x)*enc2_conv1x3.stencil(0, 0, 0)))
//auto hcompute_enc2_conv3x1_stencil_1 = enc2_conv3x1_s1_r_8_x->add_op("op_hcompute_enc2_conv3x1_stencil_1");
//hcompute_enc2_conv3x1_stencil_1->add_function("hcompute_enc2_conv3x1_stencil_1");
//hcompute_enc2_conv3x1_stencil_1->add_load("enc2_conv1x3_stencil", "0", "0", "0");
//hcompute_enc2_conv3x1_stencil_1->add_load("enc2_conv3x1_stencil", "0", "0", "0");
//hcompute_enc2_conv3x1_stencil_1->add_load("enc2_weights_2_im_global_wrapper_global_wrapper_stencil", "enc2_conv3x1_s1_r_8_x", "0", "enc2_conv3x1_s1_r_8_y", "(enc2_sum_s0_c + 128)");
//hcompute_enc2_conv3x1_stencil_1->add_store("enc2_conv3x1_stencil", "0", "0", "0");
////consuming enc2_conv3x1.stencil
//////producing enc2_conv1x1.stencil
////store is: enc2_conv1x1.stencil(0, 0, 0) = 0.000000f
//auto hcompute_enc2_conv1x1_stencil = enc2_sum_s0_c->add_op("op_hcompute_enc2_conv1x1_stencil");
//hcompute_enc2_conv1x1_stencil->add_function("hcompute_enc2_conv1x1_stencil");
//prg.buffer_port_widths["enc2_conv1x1_stencil"] = 32;
//hcompute_enc2_conv1x1_stencil->add_store("enc2_conv1x1_stencil", "0", "0", "0");
//auto enc2_conv1x1_s1_r_9_x = enc2_sum_s0_c->add_loop("enc2_conv1x1_s1_r_9_x", 0, 64);
////store is: enc2_conv1x1.stencil(0, 0, 0) = (enc2_conv1x1.stencil(0, 0, 0) + (enc2_weights_3_im_global_wrapper_global_wrapper.stencil((enc2_sum_s0_c + 128), 0, 0, enc2_conv1x1_s1_r_9_x)*enc1_sum.stencil((enc2_conv1x1_s1_r_9_x + 64), ((enc2_sum_s0_i*2) + 8), ((enc2_sum_s0_j*2) + 41))))
//auto hcompute_enc2_conv1x1_stencil_1 = enc2_conv1x1_s1_r_9_x->add_op("op_hcompute_enc2_conv1x1_stencil_1");
//hcompute_enc2_conv1x1_stencil_1->add_function("hcompute_enc2_conv1x1_stencil_1");
//hcompute_enc2_conv1x1_stencil_1->add_load("enc1_sum_stencil", "((enc2_sum_s0_j*2) + 41)", "((enc2_sum_s0_i*2) + 8)", "(enc2_conv1x1_s1_r_9_x + 64)");
//hcompute_enc2_conv1x1_stencil_1->add_load("enc2_conv1x1_stencil", "0", "0", "0");
//hcompute_enc2_conv1x1_stencil_1->add_load("enc2_weights_3_im_global_wrapper_global_wrapper_stencil", "enc2_conv1x1_s1_r_9_x", "0", "0", "(enc2_sum_s0_c + 128)");
//hcompute_enc2_conv1x1_stencil_1->add_store("enc2_conv1x1_stencil", "0", "0", "0");
////consuming enc2_conv1x1.stencil
////store is: enc2_sum.stencil((enc2_sum_s0_c + 128), (enc2_sum_s0_i + 4), (enc2_sum_s0_j + 19)) = (enc2_conv3x1.stencil(0, 0, 0) + enc2_conv1x1.stencil(0, 0, 0))
//auto hcompute_enc2_sum_stencil = enc2_sum_s0_c->add_op("op_hcompute_enc2_sum_stencil");
//hcompute_enc2_sum_stencil->add_function("hcompute_enc2_sum_stencil");
//hcompute_enc2_sum_stencil->add_load("enc2_conv1x1_stencil", "0", "0", "0");
//hcompute_enc2_sum_stencil->add_load("enc2_conv3x1_stencil", "0", "0", "0");
//prg.buffer_port_widths["enc2_sum_stencil"] = 32;
//hcompute_enc2_sum_stencil->add_store("enc2_sum_stencil", "(enc2_sum_s0_j + 19)", "(enc2_sum_s0_i + 4)", "(enc2_sum_s0_c + 128)");
//auto enc2_sum_s0_i_1 = enc2_sum_s0_j->add_loop("enc2_sum_s0_i_1", 2, 44);
//auto enc2_sum_s0_c_1 = enc2_sum_s0_i_1->add_loop("enc2_sum_s0_c_1", -128, 64);
//////producing enc2_conv3x1.stencil
////store is: enc2_conv3x1.stencil(0, 0, 0) = 0.000000f
//auto hcompute_enc2_conv3x1_stencil_2 = enc2_sum_s0_c_1->add_op("op_hcompute_enc2_conv3x1_stencil_2");
//hcompute_enc2_conv3x1_stencil_2->add_function("hcompute_enc2_conv3x1_stencil_2");
//hcompute_enc2_conv3x1_stencil_2->add_store("enc2_conv3x1_stencil", "0", "0", "0");
//auto enc2_conv3x1_s1_r_8_y_1 = enc2_sum_s0_c_1->add_loop("enc2_conv3x1_s1_r_8_y_1", 0, 3);
//auto enc2_conv3x1_s1_r_8_x_1 = enc2_conv3x1_s1_r_8_y_1->add_loop("enc2_conv3x1_s1_r_8_x_1", 0, 64);
//////producing enc2_conv1x3.stencil
////store is: enc2_conv1x3.stencil(0, 0, 0) = 0.000000f
//auto hcompute_enc2_conv1x3_stencil_2 = enc2_conv3x1_s1_r_8_x_1->add_op("op_hcompute_enc2_conv1x3_stencil_2");
//hcompute_enc2_conv1x3_stencil_2->add_function("hcompute_enc2_conv1x3_stencil_2");
//hcompute_enc2_conv1x3_stencil_2->add_store("enc2_conv1x3_stencil", "0", "0", "0");
//auto enc2_conv1x3_s1_r_7_z_1 = enc2_conv3x1_s1_r_8_x_1->add_loop("enc2_conv1x3_s1_r_7_z_1", 0, 3);
//auto enc2_conv1x3_s1_r_7_x_1 = enc2_conv1x3_s1_r_7_z_1->add_loop("enc2_conv1x3_s1_r_7_x_1", 0, 64);
//////producing enc2_conv3x3.stencil
////store is: enc2_conv3x3.stencil(0, 0, 0) = 0.000000f
//auto hcompute_enc2_conv3x3_stencil_2 = enc2_conv1x3_s1_r_7_x_1->add_op("op_hcompute_enc2_conv3x3_stencil_2");
//hcompute_enc2_conv3x3_stencil_2->add_function("hcompute_enc2_conv3x3_stencil_2");
//hcompute_enc2_conv3x3_stencil_2->add_store("enc2_conv3x3_stencil", "0", "0", "0");
//auto enc2_conv3x3_s1_r_6_z_1 = enc2_conv1x3_s1_r_7_x_1->add_loop("enc2_conv3x3_s1_r_6_z_1", 0, 3);
//auto enc2_conv3x3_s1_r_6_y_1 = enc2_conv3x3_s1_r_6_z_1->add_loop("enc2_conv3x3_s1_r_6_y_1", 0, 3);
//auto enc2_conv3x3_s1_r_6_x_1 = enc2_conv3x3_s1_r_6_y_1->add_loop("enc2_conv3x3_s1_r_6_x_1", 0, 64);
////store is: enc2_conv3x3.stencil(0, 0, 0) = (enc2_conv3x3.stencil(0, 0, 0) + (enc2_weights_0_im_global_wrapper_global_wrapper.stencil(enc2_conv1x3_s1_r_7_x_1, enc2_conv3x3_s1_r_6_y_1, enc2_conv3x3_s1_r_6_z_1, enc2_conv3x3_s1_r_6_x_1)*enc1_sum.stencil((enc2_conv3x3_s1_r_6_x_1 + 64), ((((enc2_conv3x1_s1_r_8_y_1 + enc2_sum_s0_i_1)*2) + enc2_conv3x3_s1_r_6_y_1) + 5), ((((enc2_conv1x3_s1_r_7_z_1 + enc2_sum_s0_j)*2) + enc2_conv3x3_s1_r_6_z_1) + 38))))
//auto hcompute_enc2_conv3x3_stencil_3 = enc2_conv3x3_s1_r_6_x_1->add_op("op_hcompute_enc2_conv3x3_stencil_3");
//hcompute_enc2_conv3x3_stencil_3->add_function("hcompute_enc2_conv3x3_stencil_3");
//hcompute_enc2_conv3x3_stencil_3->add_load("enc1_sum_stencil", "((((enc2_conv1x3_s1_r_7_z_1 + enc2_sum_s0_j)*2) + enc2_conv3x3_s1_r_6_z_1) + 38)", "((((enc2_conv3x1_s1_r_8_y_1 + enc2_sum_s0_i_1)*2) + enc2_conv3x3_s1_r_6_y_1) + 5)", "(enc2_conv3x3_s1_r_6_x_1 + 64)");
//hcompute_enc2_conv3x3_stencil_3->add_load("enc2_conv3x3_stencil", "0", "0", "0");
//hcompute_enc2_conv3x3_stencil_3->add_load("enc2_weights_0_im_global_wrapper_global_wrapper_stencil", "enc2_conv3x3_s1_r_6_x_1", "enc2_conv3x3_s1_r_6_z_1", "enc2_conv3x3_s1_r_6_y_1", "enc2_conv1x3_s1_r_7_x_1");
//hcompute_enc2_conv3x3_stencil_3->add_store("enc2_conv3x3_stencil", "0", "0", "0");
////consuming enc2_conv3x3.stencil
////store is: enc2_conv1x3.stencil(0, 0, 0) = (enc2_conv1x3.stencil(0, 0, 0) + (enc2_weights_1_im_global_wrapper_global_wrapper.stencil(enc2_conv3x1_s1_r_8_x_1, 0, enc2_conv1x3_s1_r_7_z_1, enc2_conv1x3_s1_r_7_x_1)*enc2_conv3x3.stencil(0, 0, 0)))
//auto hcompute_enc2_conv1x3_stencil_3 = enc2_conv1x3_s1_r_7_x_1->add_op("op_hcompute_enc2_conv1x3_stencil_3");
//hcompute_enc2_conv1x3_stencil_3->add_function("hcompute_enc2_conv1x3_stencil_3");
//hcompute_enc2_conv1x3_stencil_3->add_load("enc2_conv1x3_stencil", "0", "0", "0");
//hcompute_enc2_conv1x3_stencil_3->add_load("enc2_conv3x3_stencil", "0", "0", "0");
//hcompute_enc2_conv1x3_stencil_3->add_load("enc2_weights_1_im_global_wrapper_global_wrapper_stencil", "enc2_conv1x3_s1_r_7_x_1", "enc2_conv1x3_s1_r_7_z_1", "0", "enc2_conv3x1_s1_r_8_x_1");
//hcompute_enc2_conv1x3_stencil_3->add_store("enc2_conv1x3_stencil", "0", "0", "0");
////consuming enc2_conv1x3.stencil
////store is: enc2_conv3x1.stencil(0, 0, 0) = (enc2_conv3x1.stencil(0, 0, 0) + (enc2_weights_2_im_global_wrapper_global_wrapper.stencil((enc2_sum_s0_c_1 + 128), enc2_conv3x1_s1_r_8_y_1, 0, enc2_conv3x1_s1_r_8_x_1)*enc2_conv1x3.stencil(0, 0, 0)))
//auto hcompute_enc2_conv3x1_stencil_3 = enc2_conv3x1_s1_r_8_x_1->add_op("op_hcompute_enc2_conv3x1_stencil_3");
//hcompute_enc2_conv3x1_stencil_3->add_function("hcompute_enc2_conv3x1_stencil_3");
//hcompute_enc2_conv3x1_stencil_3->add_load("enc2_conv1x3_stencil", "0", "0", "0");
//hcompute_enc2_conv3x1_stencil_3->add_load("enc2_conv3x1_stencil", "0", "0", "0");
//hcompute_enc2_conv3x1_stencil_3->add_load("enc2_weights_2_im_global_wrapper_global_wrapper_stencil", "enc2_conv3x1_s1_r_8_x_1", "0", "enc2_conv3x1_s1_r_8_y_1", "(enc2_sum_s0_c_1 + 128)");
//hcompute_enc2_conv3x1_stencil_3->add_store("enc2_conv3x1_stencil", "0", "0", "0");
////consuming enc2_conv3x1.stencil
//////producing enc2_conv1x1.stencil
////store is: enc2_conv1x1.stencil(0, 0, 0) = 0.000000f
//auto hcompute_enc2_conv1x1_stencil_2 = enc2_sum_s0_c_1->add_op("op_hcompute_enc2_conv1x1_stencil_2");
//hcompute_enc2_conv1x1_stencil_2->add_function("hcompute_enc2_conv1x1_stencil_2");
//hcompute_enc2_conv1x1_stencil_2->add_store("enc2_conv1x1_stencil", "0", "0", "0");
//auto enc2_conv1x1_s1_r_9_x_1 = enc2_sum_s0_c_1->add_loop("enc2_conv1x1_s1_r_9_x_1", 0, 64);
////store is: enc2_conv1x1.stencil(0, 0, 0) = (enc2_conv1x1.stencil(0, 0, 0) + (enc2_weights_3_im_global_wrapper_global_wrapper.stencil((enc2_sum_s0_c_1 + 128), 0, 0, enc2_conv1x1_s1_r_9_x_1)*enc1_sum.stencil((enc2_conv1x1_s1_r_9_x_1 + 64), ((enc2_sum_s0_i_1*2) + 8), ((enc2_sum_s0_j*2) + 41))))
//auto hcompute_enc2_conv1x1_stencil_3 = enc2_conv1x1_s1_r_9_x_1->add_op("op_hcompute_enc2_conv1x1_stencil_3");
//hcompute_enc2_conv1x1_stencil_3->add_function("hcompute_enc2_conv1x1_stencil_3");
//hcompute_enc2_conv1x1_stencil_3->add_load("enc1_sum_stencil", "((enc2_sum_s0_j*2) + 41)", "((enc2_sum_s0_i_1*2) + 8)", "(enc2_conv1x1_s1_r_9_x_1 + 64)");
//hcompute_enc2_conv1x1_stencil_3->add_load("enc2_conv1x1_stencil", "0", "0", "0");
//hcompute_enc2_conv1x1_stencil_3->add_load("enc2_weights_3_im_global_wrapper_global_wrapper_stencil", "enc2_conv1x1_s1_r_9_x_1", "0", "0", "(enc2_sum_s0_c_1 + 128)");
//hcompute_enc2_conv1x1_stencil_3->add_store("enc2_conv1x1_stencil", "0", "0", "0");
////consuming enc2_conv1x1.stencil
////store is: enc2_sum.stencil((enc2_sum_s0_c_1 + 128), (enc2_sum_s0_i_1 + 4), (enc2_sum_s0_j + 19)) = (enc2_conv3x1.stencil(0, 0, 0) + enc2_conv1x1.stencil(0, 0, 0))
//auto hcompute_enc2_sum_stencil_1 = enc2_sum_s0_c_1->add_op("op_hcompute_enc2_sum_stencil_1");
//hcompute_enc2_sum_stencil_1->add_function("hcompute_enc2_sum_stencil_1");
//hcompute_enc2_sum_stencil_1->add_load("enc2_conv1x1_stencil", "0", "0", "0");
//hcompute_enc2_sum_stencil_1->add_load("enc2_conv3x1_stencil", "0", "0", "0");
//hcompute_enc2_sum_stencil_1->add_store("enc2_sum_stencil", "(enc2_sum_s0_j + 19)", "(enc2_sum_s0_i_1 + 4)", "(enc2_sum_s0_c_1 + 128)");
//auto enc2_sum_s0_i_2 = enc2_sum_s0_j->add_loop("enc2_sum_s0_i_2", 44, 49);
//auto enc2_sum_s0_c_2 = enc2_sum_s0_i_2->add_loop("enc2_sum_s0_c_2", -128, 64);
//////producing enc2_conv3x1.stencil
////store is: enc2_conv3x1.stencil(0, 0, 0) = 0.000000f
//auto hcompute_enc2_conv3x1_stencil_4 = enc2_sum_s0_c_2->add_op("op_hcompute_enc2_conv3x1_stencil_4");
//hcompute_enc2_conv3x1_stencil_4->add_function("hcompute_enc2_conv3x1_stencil_4");
//hcompute_enc2_conv3x1_stencil_4->add_store("enc2_conv3x1_stencil", "0", "0", "0");
//auto enc2_conv3x1_s1_r_8_y_2 = enc2_sum_s0_c_2->add_loop("enc2_conv3x1_s1_r_8_y_2", 0, 3);
//auto enc2_conv3x1_s1_r_8_x_2 = enc2_conv3x1_s1_r_8_y_2->add_loop("enc2_conv3x1_s1_r_8_x_2", 0, 64);
//////producing enc2_conv1x3.stencil
////store is: enc2_conv1x3.stencil(0, 0, 0) = 0.000000f
//auto hcompute_enc2_conv1x3_stencil_4 = enc2_conv3x1_s1_r_8_x_2->add_op("op_hcompute_enc2_conv1x3_stencil_4");
//hcompute_enc2_conv1x3_stencil_4->add_function("hcompute_enc2_conv1x3_stencil_4");
//hcompute_enc2_conv1x3_stencil_4->add_store("enc2_conv1x3_stencil", "0", "0", "0");
//auto enc2_conv1x3_s1_r_7_z_2 = enc2_conv3x1_s1_r_8_x_2->add_loop("enc2_conv1x3_s1_r_7_z_2", 0, 3);
//auto enc2_conv1x3_s1_r_7_x_2 = enc2_conv1x3_s1_r_7_z_2->add_loop("enc2_conv1x3_s1_r_7_x_2", 0, 64);
//////producing enc2_conv3x3.stencil
////store is: enc2_conv3x3.stencil(0, (max((enc2_conv3x1_s1_r_8_y_2 + enc2_sum_s0_i_2), 45) + -45), 0) = 0.000000f
//auto hcompute_enc2_conv3x3_stencil_4 = enc2_conv1x3_s1_r_7_x_2->add_op("op_hcompute_enc2_conv3x3_stencil_4");
//hcompute_enc2_conv3x3_stencil_4->add_function("hcompute_enc2_conv3x3_stencil_4");
//hcompute_enc2_conv3x3_stencil_4->add_store("enc2_conv3x3_stencil", "0", "(max((enc2_conv3x1_s1_r_8_y_2 + enc2_sum_s0_i_2), 45) + -45)", "0");
//auto enc2_conv3x3_s1_r_6_z_2 = enc2_conv1x3_s1_r_7_x_2->add_loop("enc2_conv3x3_s1_r_6_z_2", 0, 3);
//auto enc2_conv3x3_s1_r_6_y_2 = enc2_conv3x3_s1_r_6_z_2->add_loop("enc2_conv3x3_s1_r_6_y_2", 0, 3);
//auto enc2_conv3x3_s1_r_6_x_2 = enc2_conv3x3_s1_r_6_y_2->add_loop("enc2_conv3x3_s1_r_6_x_2", 0, 64);
////store is: enc2_conv3x3.stencil(0, (max((enc2_conv3x1_s1_r_8_y_2 + enc2_sum_s0_i_2), 45) + -45), 0) = (enc2_conv3x3.stencil(0, (max((enc2_conv3x1_s1_r_8_y_2 + enc2_sum_s0_i_2), 45) + -45), 0) + (enc2_weights_0_im_global_wrapper_global_wrapper.stencil(enc2_conv1x3_s1_r_7_x_2, enc2_conv3x3_s1_r_6_y_2, enc2_conv3x3_s1_r_6_z_2, enc2_conv3x3_s1_r_6_x_2)*enc1_sum.stencil((enc2_conv3x3_s1_r_6_x_2 + 64), (min((((enc2_conv3x1_s1_r_8_y_2 + enc2_sum_s0_i_2)*2) + enc2_conv3x3_s1_r_6_y_2), 92) + 5), ((((enc2_conv1x3_s1_r_7_z_2 + enc2_sum_s0_j)*2) + enc2_conv3x3_s1_r_6_z_2) + 38))))
//auto hcompute_enc2_conv3x3_stencil_5 = enc2_conv3x3_s1_r_6_x_2->add_op("op_hcompute_enc2_conv3x3_stencil_5");
//hcompute_enc2_conv3x3_stencil_5->add_function("hcompute_enc2_conv3x3_stencil_5");
//hcompute_enc2_conv3x3_stencil_5->add_load("enc1_sum_stencil", "((((enc2_conv1x3_s1_r_7_z_2 + enc2_sum_s0_j)*2) + enc2_conv3x3_s1_r_6_z_2) + 38)", "(min((((enc2_conv3x1_s1_r_8_y_2 + enc2_sum_s0_i_2)*2) + enc2_conv3x3_s1_r_6_y_2), 92) + 5)", "(enc2_conv3x3_s1_r_6_x_2 + 64)");
//hcompute_enc2_conv3x3_stencil_5->add_load("enc2_conv3x3_stencil", "0", "(max((enc2_conv3x1_s1_r_8_y_2 + enc2_sum_s0_i_2), 45) + -45)", "0");
//hcompute_enc2_conv3x3_stencil_5->add_load("enc2_weights_0_im_global_wrapper_global_wrapper_stencil", "enc2_conv3x3_s1_r_6_x_2", "enc2_conv3x3_s1_r_6_z_2", "enc2_conv3x3_s1_r_6_y_2", "enc2_conv1x3_s1_r_7_x_2");
//hcompute_enc2_conv3x3_stencil_5->add_store("enc2_conv3x3_stencil", "0", "(max((enc2_conv3x1_s1_r_8_y_2 + enc2_sum_s0_i_2), 45) + -45)", "0");
////consuming enc2_conv3x3.stencil
////store is: enc2_conv1x3.stencil(0, 0, 0) = (enc2_conv1x3.stencil(0, 0, 0) + (enc2_weights_1_im_global_wrapper_global_wrapper.stencil(enc2_conv3x1_s1_r_8_x_2, 0, enc2_conv1x3_s1_r_7_z_2, enc2_conv1x3_s1_r_7_x_2)*select(((enc2_conv3x1_s1_r_8_y_2 + enc2_sum_s0_i_2) < 46), enc2_conv3x3.stencil(0, 0, 0), 0.000000f)))
//auto hcompute_enc2_conv1x3_stencil_5 = enc2_conv1x3_s1_r_7_x_2->add_op("op_hcompute_enc2_conv1x3_stencil_5");
//hcompute_enc2_conv1x3_stencil_5->add_function("hcompute_enc2_conv1x3_stencil_5");
//hcompute_enc2_conv1x3_stencil_5->add_load("enc2_conv1x3_stencil", "0", "0", "0");
//hcompute_enc2_conv1x3_stencil_5->add_load("enc2_conv3x3_stencil", "0", "0", "0");
//hcompute_enc2_conv1x3_stencil_5->add_load("enc2_weights_1_im_global_wrapper_global_wrapper_stencil", "enc2_conv1x3_s1_r_7_x_2", "enc2_conv1x3_s1_r_7_z_2", "0", "enc2_conv3x1_s1_r_8_x_2");
//hcompute_enc2_conv1x3_stencil_5->add_store("enc2_conv1x3_stencil", "0", "0", "0");
//hcompute_enc2_conv1x3_stencil_5->compute_unit_needs_index_variable("enc2_conv3x1_s1_r_8_y_2");
//hcompute_enc2_conv1x3_stencil_5->compute_unit_needs_index_variable("enc2_sum_s0_i_2");
////consuming enc2_conv1x3.stencil