1ร—16ร—1ร—11ร—16ร—1ร—11ร—16ร—1ร—11ร—16ร—1ร—11ร—1ร—3ร—41ร—1ร—3ร—41ร—1ร—12ร—161ร—1ร—48ร—641ร—1ร—192ร—2561ร—96ร—3ร—41ร—48ร—12ร—161ร—24ร—48ร—641ร—12ร—192ร—2561ร—3ร—192ร—256controlsfloat32[1,16,1,1]noise_0float32[1,1,3,4]noise_1float32[1,1,12,16]noise_2float32[1,1,48,64]noise_3float32[1,1,192,256]past_0float32[1,96,3,4]past_1float32[1,48,12,16]past_2float32[1,24,48,64]past_3float32[1,12,192,256]Conv/down_blocks.0/c_past/c_past.0/Convfloat32[16,12,3,3]Wใ€ˆ16ร—12ร—3ร—3ใ€‰float32[16]Bใ€ˆ16ใ€‰LeakyRelu/down_blocks.0/c_past/c_past.1/LeakyReluConv/down_blocks.0/c_ctrl/c_ctrl.0/Convfloat32[16,16,1,1]Wใ€ˆ16ร—16ร—1ร—1ใ€‰float32[16]Bใ€ˆ16ใ€‰LeakyRelu/down_blocks.0/c_ctrl/c_ctrl.1/LeakyReluMul/down_blocks.0/Mulfloat32[1,1,96,128]Bใ€ˆ1ร—1ร—96ร—128ใ€‰Concat/down_blocks.0/ConcatConv/down_blocks.1/c_x/c_x.0/c_x.0.0/Convfloat32[32,32,3,3]Wใ€ˆ32ร—32ร—3ร—3ใ€‰float32[32]Bใ€ˆ32ใ€‰LeakyRelu/down_blocks.1/c_x/c_x.0/c_x.0.1/LeakyReluConv/down_blocks.1/c_x/c_x.1/c_x.1.0/Convfloat32[64,32,3,3]Wใ€ˆ64ร—32ร—3ร—3ใ€‰float32[64]Bใ€ˆ64ใ€‰LeakyRelu/down_blocks.1/c_x/c_x.1/c_x.1.1/LeakyReluConv/down_blocks.1/c_past/c_past.0/Convfloat32[64,24,3,3]Wใ€ˆ64ร—24ร—3ร—3ใ€‰float32[64]Bใ€ˆ64ใ€‰LeakyRelu/down_blocks.1/c_past/c_past.1/LeakyReluConv/down_blocks.1/c_ctrl/c_ctrl.0/Convfloat32[64,16,1,1]Wใ€ˆ64ร—16ร—1ร—1ใ€‰float32[64]Bใ€ˆ64ใ€‰LeakyRelu/down_blocks.1/c_ctrl/c_ctrl.1/LeakyReluMul/down_blocks.1/Mulfloat32[1,1,24,32]Bใ€ˆ1ร—1ร—24ร—32ใ€‰Concat/down_blocks.1/ConcatConv/down_blocks.1/c_out/c_out.0/Convfloat32[64,192,1,1]Wใ€ˆ64ร—192ร—1ร—1ใ€‰float32[64]Bใ€ˆ64ใ€‰LeakyRelu/down_blocks.1/c_out/c_out.1/LeakyReluConv/down_blocks.2/c_x/c_x.0/c_x.0.0/Convfloat32[64,64,3,3]Wใ€ˆ64ร—64ร—3ร—3ใ€‰float32[64]Bใ€ˆ64ใ€‰LeakyRelu/down_blocks.2/c_x/c_x.0/c_x.0.1/LeakyReluConv/down_blocks.2/c_x/c_x.1/c_x.1.0/Convfloat32[128,64,3,3]Wใ€ˆ128ร—64ร—3ร—3ใ€‰float32[128]Bใ€ˆ128ใ€‰LeakyRelu/down_blocks.2/c_x/c_x.1/c_x.1.1/LeakyReluConv/down_blocks.2/c_past/c_past.0/Convfloat32[128,48,3,3]Wใ€ˆ128ร—48ร—3ร—3ใ€‰float32[128]Bใ€ˆ128ใ€‰LeakyRelu/down_blocks.2/c_past/c_past.1/LeakyReluConv/down_blocks.2/c_ctrl/c_ctrl.0/Convfloat32[128,16,1,1]Wใ€ˆ128ร—16ร—1ร—1ใ€‰float32[128]Bใ€ˆ128ใ€‰LeakyRelu/down_blocks.2/c_ctrl/c_ctrl.1/LeakyReluMul/down_blocks.2/Mulfloat32[1,1,6,8]Bใ€ˆ1ร—1ร—6ร—8ใ€‰Concat/down_blocks.2/ConcatConv/down_blocks.2/c_out/c_out.0/Convfloat32[128,384,1,1]Wใ€ˆ128ร—384ร—1ร—1ใ€‰float32[128]Bใ€ˆ128ใ€‰LeakyRelu/down_blocks.2/c_out/c_out.1/LeakyReluConv/down_blocks.3/c_x/c_x.0/c_x.0.0/Convfloat32[256,128,3,3]Wใ€ˆ256ร—128ร—3ร—3ใ€‰float32[256]Bใ€ˆ256ใ€‰LeakyRelu/down_blocks.3/c_x/c_x.0/c_x.0.1/LeakyReluConv/down_blocks.3/c_past/c_past.0/Convfloat32[256,96,3,3]Wใ€ˆ256ร—96ร—3ร—3ใ€‰float32[256]Bใ€ˆ256ใ€‰LeakyRelu/down_blocks.3/c_past/c_past.1/LeakyReluConv/down_blocks.3/c_ctrl/c_ctrl.0/Convfloat32[256,16,1,1]Wใ€ˆ256ร—16ร—1ร—1ใ€‰float32[256]Bใ€ˆ256ใ€‰LeakyRelu/down_blocks.3/c_ctrl/c_ctrl.1/LeakyReluMul/down_blocks.3/Mulfloat32[1,1,3,4]Bใ€ˆ1ร—1ร—3ร—4ใ€‰Concat/down_blocks.3/ConcatConv/down_blocks.3/c_out/c_out.0/Convfloat32[256,768,1,1]Wใ€ˆ256ร—768ร—1ร—1ใ€‰float32[256]Bใ€ˆ256ใ€‰LeakyRelu/down_blocks.3/c_out/c_out.1/LeakyReluConcat/blocks.0/ConcatConv/blocks.0/c_cell/c_cell.0/c_cell.0.0/Convfloat32[256,257,1,1]Wใ€ˆ256ร—257ร—1ร—1ใ€‰float32[256]Bใ€ˆ256ใ€‰LeakyRelu/blocks.0/c_cell/c_cell.0/c_cell.0.1/LeakyReluConv/blocks.0/c_cell/c_cell.1/c_cell.1.0/Convfloat32[256,256,3,3]Wใ€ˆ256ร—256ร—3ร—3ใ€‰float32[256]Bใ€ˆ256ใ€‰LeakyRelu/blocks.0/c_cell/c_cell.1/c_cell.1.1/LeakyReluConv/blocks.0/c_cell/c_cell.2/c_cell.2.0/Convfloat32[256,256,3,3]Wใ€ˆ256ร—256ร—3ร—3ใ€‰float32[256]Bใ€ˆ256ใ€‰LeakyRelu/blocks.0/c_cell/c_cell.2/c_cell.2.1/LeakyReluConcat/blocks.0/Concat_1Conv/blocks.0/c_cell_2/c_cell_2.0/c_cell_2.0.0/Convfloat32[256,513,1,1]Wใ€ˆ256ร—513ร—1ร—1ใ€‰float32[256]Bใ€ˆ256ใ€‰LeakyRelu/blocks.0/c_cell_2/c_cell_2.0/c_cell_2.0.1/LeakyReluConv/blocks.0/c_cell_2/c_cell_2.1/c_cell_2.1.0/Convfloat32[256,256,3,3]Wใ€ˆ256ร—256ร—3ร—3ใ€‰float32[256]Bใ€ˆ256ใ€‰LeakyRelu/blocks.0/c_cell_2/c_cell_2.1/c_cell_2.1.1/LeakyReluConv/blocks.0/c_cell_2/c_cell_2.2/c_cell_2.2.0/Convfloat32[256,256,3,3]Wใ€ˆ256ร—256ร—3ร—3ใ€‰float32[256]Bใ€ˆ256ใ€‰LeakyRelu/blocks.0/c_cell_2/c_cell_2.2/c_cell_2.2.1/LeakyReluConv/blocks.0/c_out/c_out.0/c_out.0.0/Convfloat32[256,256,3,3]Wใ€ˆ256ร—256ร—3ร—3ใ€‰float32[256]Bใ€ˆ256ใ€‰LeakyRelu/blocks.0/c_out/c_out.0/c_out.0.1/LeakyReluConv/blocks.1/c_x/c_x.0/c_x.0.0/Convfloat32[512,256,1,1]Wใ€ˆ512ร—256ร—1ร—1ใ€‰float32[512]Bใ€ˆ512ใ€‰LeakyRelu/blocks.1/c_x/c_x.0/c_x.0.1/LeakyReluReshape/blocks.1/c_x/c_x.1/Reshapeint64[6]shapeใ€ˆ6ใ€‰Transpose/blocks.1/c_x/c_x.1/TransposeReshape/blocks.1/c_x/c_x.1/Reshape_1int64[4]shapeใ€ˆ4ใ€‰Reshape/blocks.1/c_noise/Reshapeint64[6]shapeใ€ˆ6ใ€‰Transpose/blocks.1/c_noise/TransposeReshape/blocks.1/c_noise/Reshape_1int64[4]shapeใ€ˆ4ใ€‰Concat/blocks.1/ConcatConv/blocks.1/c_cell/c_cell.0/c_cell.0.0/Convfloat32[128,260,1,1]Wใ€ˆ128ร—260ร—1ร—1ใ€‰float32[128]Bใ€ˆ128ใ€‰LeakyRelu/blocks.1/c_cell/c_cell.0/c_cell.0.1/LeakyReluConv/blocks.1/c_cell/c_cell.1/c_cell.1.0/Convfloat32[128,128,3,3]Wใ€ˆ128ร—128ร—3ร—3ใ€‰float32[128]Bใ€ˆ128ใ€‰LeakyRelu/blocks.1/c_cell/c_cell.1/c_cell.1.1/LeakyReluConv/blocks.1/c_cell/c_cell.2/c_cell.2.0/Convfloat32[128,128,3,3]Wใ€ˆ128ร—128ร—3ร—3ใ€‰float32[128]Bใ€ˆ128ใ€‰LeakyRelu/blocks.1/c_cell/c_cell.2/c_cell.2.1/LeakyReluConcat/blocks.1/Concat_1Conv/blocks.1/c_cell_2/c_cell_2.0/c_cell_2.0.0/Convfloat32[128,388,1,1]Wใ€ˆ128ร—388ร—1ร—1ใ€‰float32[128]Bใ€ˆ128ใ€‰LeakyRelu/blocks.1/c_cell_2/c_cell_2.0/c_cell_2.0.1/LeakyReluConv/blocks.1/c_cell_2/c_cell_2.1/c_cell_2.1.0/Convfloat32[128,128,3,3]Wใ€ˆ128ร—128ร—3ร—3ใ€‰float32[128]Bใ€ˆ128ใ€‰LeakyRelu/blocks.1/c_cell_2/c_cell_2.1/c_cell_2.1.1/LeakyReluConv/blocks.1/c_cell_2/c_cell_2.2/c_cell_2.2.0/Convfloat32[128,128,3,3]Wใ€ˆ128ร—128ร—3ร—3ใ€‰float32[128]Bใ€ˆ128ใ€‰LeakyRelu/blocks.1/c_cell_2/c_cell_2.2/c_cell_2.2.1/LeakyReluConv/blocks.1/c_out/c_out.0/c_out.0.0/Convfloat32[512,128,1,1]Wใ€ˆ512ร—128ร—1ร—1ใ€‰float32[512]Bใ€ˆ512ใ€‰LeakyRelu/blocks.1/c_out/c_out.0/c_out.0.1/LeakyReluReshape/blocks.1/c_out/c_out.1/Reshapeint64[6]shapeใ€ˆ6ใ€‰Transpose/blocks.1/c_out/c_out.1/TransposeReshape/blocks.1/c_out/c_out.1/Reshape_1int64[4]shapeใ€ˆ4ใ€‰Conv/blocks.2/c_x/c_x.0/c_x.0.0/Convfloat32[256,128,1,1]Wใ€ˆ256ร—128ร—1ร—1ใ€‰float32[256]Bใ€ˆ256ใ€‰LeakyRelu/blocks.2/c_x/c_x.0/c_x.0.1/LeakyReluReshape/blocks.2/c_x/c_x.1/Reshapeint64[6]shapeใ€ˆ6ใ€‰Transpose/blocks.2/c_x/c_x.1/TransposeReshape/blocks.2/c_x/c_x.1/Reshape_1int64[4]shapeใ€ˆ4ใ€‰Reshape/blocks.2/c_noise/Reshapeint64[6]shapeใ€ˆ6ใ€‰Transpose/blocks.2/c_noise/TransposeReshape/blocks.2/c_noise/Reshape_1int64[4]shapeใ€ˆ4ใ€‰Concat/blocks.2/ConcatConv/blocks.2/c_cell/c_cell.0/c_cell.0.0/Convfloat32[64,132,1,1]Wใ€ˆ64ร—132ร—1ร—1ใ€‰float32[64]Bใ€ˆ64ใ€‰LeakyRelu/blocks.2/c_cell/c_cell.0/c_cell.0.1/LeakyReluConv/blocks.2/c_cell/c_cell.1/c_cell.1.0/Convfloat32[64,64,3,3]Wใ€ˆ64ร—64ร—3ร—3ใ€‰float32[64]Bใ€ˆ64ใ€‰LeakyRelu/blocks.2/c_cell/c_cell.1/c_cell.1.1/LeakyReluConv/blocks.2/c_cell/c_cell.2/c_cell.2.0/Convfloat32[64,64,3,3]Wใ€ˆ64ร—64ร—3ร—3ใ€‰float32[64]Bใ€ˆ64ใ€‰LeakyRelu/blocks.2/c_cell/c_cell.2/c_cell.2.1/LeakyReluConcat/blocks.2/Concat_1Conv/blocks.2/c_cell_2/c_cell_2.0/c_cell_2.0.0/Convfloat32[64,196,1,1]Wใ€ˆ64ร—196ร—1ร—1ใ€‰float32[64]Bใ€ˆ64ใ€‰LeakyRelu/blocks.2/c_cell_2/c_cell_2.0/c_cell_2.0.1/LeakyReluConv/blocks.2/c_cell_2/c_cell_2.1/c_cell_2.1.0/Convfloat32[64,64,3,3]Wใ€ˆ64ร—64ร—3ร—3ใ€‰float32[64]Bใ€ˆ64ใ€‰LeakyRelu/blocks.2/c_cell_2/c_cell_2.1/c_cell_2.1.1/LeakyReluConv/blocks.2/c_cell_2/c_cell_2.2/c_cell_2.2.0/Convfloat32[64,64,3,3]Wใ€ˆ64ร—64ร—3ร—3ใ€‰float32[64]Bใ€ˆ64ใ€‰LeakyRelu/blocks.2/c_cell_2/c_cell_2.2/c_cell_2.2.1/LeakyReluConv/blocks.2/c_out/c_out.0/c_out.0.0/Convfloat32[256,64,1,1]Wใ€ˆ256ร—64ร—1ร—1ใ€‰float32[256]Bใ€ˆ256ใ€‰LeakyRelu/blocks.2/c_out/c_out.0/c_out.0.1/LeakyReluReshape/blocks.2/c_out/c_out.1/Reshapeint64[6]shapeใ€ˆ6ใ€‰Transpose/blocks.2/c_out/c_out.1/TransposeReshape/blocks.2/c_out/c_out.1/Reshape_1int64[4]shapeใ€ˆ4ใ€‰Conv/blocks.3/c_x/c_x.0/c_x.0.0/Convfloat32[128,64,1,1]Wใ€ˆ128ร—64ร—1ร—1ใ€‰float32[128]Bใ€ˆ128ใ€‰LeakyRelu/blocks.3/c_x/c_x.0/c_x.0.1/LeakyReluReshape/blocks.3/c_x/c_x.1/Reshapeint64[6]shapeใ€ˆ6ใ€‰Transpose/blocks.3/c_x/c_x.1/TransposeReshape/blocks.3/c_x/c_x.1/Reshape_1int64[4]shapeใ€ˆ4ใ€‰Reshape/blocks.3/c_noise/Reshapeint64[6]shapeใ€ˆ6ใ€‰Transpose/blocks.3/c_noise/TransposeReshape/blocks.3/c_noise/Reshape_1int64[4]shapeใ€ˆ4ใ€‰Concat/blocks.3/ConcatConv/blocks.3/c_cell/c_cell.0/c_cell.0.0/Convfloat32[32,68,1,1]Wใ€ˆ32ร—68ร—1ร—1ใ€‰float32[32]Bใ€ˆ32ใ€‰LeakyRelu/blocks.3/c_cell/c_cell.0/c_cell.0.1/LeakyReluConv/blocks.3/c_cell/c_cell.1/c_cell.1.0/Convfloat32[32,32,3,3]Wใ€ˆ32ร—32ร—3ร—3ใ€‰float32[32]Bใ€ˆ32ใ€‰LeakyRelu/blocks.3/c_cell/c_cell.1/c_cell.1.1/LeakyReluConv/blocks.3/c_rgb/c_rgb.0/Convfloat32[12,32,3,3]Wใ€ˆ12ร—32ร—3ร—3ใ€‰float32[12]Bใ€ˆ12ใ€‰Reshape/blocks.3/c_rgb/c_rgb.1/Reshapeint64[6]shapeใ€ˆ6ใ€‰Transpose/blocks.3/c_rgb/c_rgb.1/TransposeReshape/blocks.3/c_rgb/c_rgb.1/Reshape_1int64[4]shapeใ€ˆ4ใ€‰outputfloat32[1,3,192,256]