{"Layers": [{ "Name": "/Pad_53", "LayerType": "Slice", "Inputs": [ { "Name": "input", "Location": "Device", "Dimensions": [1,7,1080,1920], "Format/Datatype": "Row major linear FP16 format" }], "Outputs": [ { "Name": "/Pad_output_0", "Location": "Device", "Dimensions": [1,7,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "ParameterType": "Slice", "Start": [0,0,0,0], "Size": [1,7,-37,-46], "Stride": [1,1,1,1], "Mode": "REFLECT", "negativeInfinityPadding": 0, "TacticValue": "0x0000000000000000", "StreamId": 0, "Metadata": "[ONNX Layer: /Pad]" },{ "Name": "[ShapeHostToDeviceCopy 0]", "LayerType": "ShapeHostToDevice", "Inputs": [], "Outputs": [ { "Name": "/Sub_3_output_0", "Location": "Device", "Dimensions": [], "Format/Datatype": "Row major linear Int64 format" }, { "Name": "/Sub_4_output_0", "Location": "Device", "Dimensions": [], "Format/Datatype": "Row major linear Int64 format" }], "ParameterType": "ShapeH2D", "shapeValues0": [-220], "shapeValues1": [-221], "TacticValue": "0x0000000000000000", "StreamId": 0, "Metadata": "" },{ "Name": "/Reshape_11_copy_input", "LayerType": "Reformat", "Inputs": [ { "Name": "/Pad_output_0", "Location": "Device", "Dimensions": [1,6,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "Outputs": [ { "Name": "/Reshape_11_copy_input", "Location": "Device", "Dimensions": [1,6,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "ParameterType": "Reformat", "Origin": "SLICE", "TacticValue": "0x0000000000000000", "StreamId": 0, "Metadata": "[ONNX Layer: /Reshape_11]" },{ "Name": "/Reshape_11", "LayerType": "NoOp", "Inputs": [ { "Name": "/Reshape_11_copy_input", "Location": "Device", "Dimensions": [1,6,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "Outputs": [ { "Name": "/Reshape_11_output_0", "Location": "Device", "Dimensions": [2,3,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "TacticValue": "0x0000000000000000", "StreamId": 0, "Metadata": "[ONNX Layer: /Reshape_11]" },{ "Name": "Reformatting CopyNode for Input Tensor 0 to /encode/cnn0/Conv", "LayerType": "Reformat", "Inputs": [ { "Name": "/Reshape_11_output_0", "Location": "Device", "Dimensions": [2,3,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "Outputs": [ { "Name": "Reformatted Input Tensor 0 to /encode/cnn0/Conv", "Location": "Device", "Dimensions": [2,3,1088,1920], "Format/Datatype": "Channel major FP16 format where channel % 4 == 0" }], "ParameterType": "Reformat", "Origin": "REFORMAT", "TacticValue": "0x00000000000003ea", "StreamId": 0, "Metadata": "" },{ "Name": "/encode/cnn0/Conv", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "Reformatted Input Tensor 0 to /encode/cnn0/Conv", "Location": "Device", "Dimensions": [2,3,1088,1920], "Format/Datatype": "Channel major FP16 format where channel % 4 == 0" }], "Outputs": [ { "Name": "/encode/cnn0/Conv_output_0", "Location": "Device", "Dimensions": [2,16,544,960], "Format/Datatype": "Channel major 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FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/encode/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [2,16,544,960], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "PointWise", "ParameterSubType": "PointWiseExpression", "NbInputArgs": 1, "InputArgs": ["arg0"], "NbOutputVars": 1, "OutputVars": ["var2"], "NbParams": 0, "Params": [], "NbLiterals": 4, "Literals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbOperations": 3, "Operations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticValue": "0x000000000000000b", "StreamId": 0, "Metadata": "[ONNX Layer: /encode/relu/LeakyRelu]" },{ "Name": "/encode/cnn1/Conv + PWN(/encode/relu_1/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/encode/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [2,16,544,960], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/encode/relu_1/LeakyRelu_output_0", "Location": "Device", "Dimensions": [2,16,544,960], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 16, "Groups": 1, "Weights": {"Type": "Half", "Count": 2304}, "Bias": {"Type": "Half", "Count": 16}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 0, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_indexed_wo_smem_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize128x16x32_stage1_warpsize4x1x1_g1_tensor16x8x16_alignc8", "TacticValue": "0xfbf5ea2d8a6293cd", "StreamId": 0, "Metadata": "[ONNX Layer: /encode/cnn1/Conv]\u001e[ONNX Layer: /encode/relu_1/LeakyRelu]" },{ "Name": "/encode/cnn2/Conv + PWN(/encode/relu_2/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/encode/relu_1/LeakyRelu_output_0", "Location": "Device", "Dimensions": [2,16,544,960], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/encode/relu_2/LeakyRelu_output_0", "Location": "Device", "Dimensions": [2,16,544,960], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 16, "Groups": 1, "Weights": {"Type": "Half", "Count": 2304}, "Bias": {"Type": "Half", "Count": 16}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 0, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_indexed_wo_smem_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize128x16x32_stage1_warpsize4x1x1_g1_tensor16x8x16_alignc8", "TacticValue": "0xfbf5ea2d8a6293cd", "StreamId": 0, "Metadata": "[ONNX Layer: /encode/cnn2/Conv]\u001e[ONNX Layer: /encode/relu_2/LeakyRelu]" },{ "Name": "/encode/cnn3/ConvTranspose", "LayerType": "CaskGemmDeconvolution", "Inputs": [ { "Name": "/encode/relu_2/LeakyRelu_output_0", "Location": "Device", "Dimensions": [2,16,544,960], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "Reformatted Output Tensor 0 to /encode/cnn3/ConvTranspose", "Location": "Device", "Dimensions": 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0" }], "Outputs": [ { "Name": "/encode/cnn3/ConvTranspose_output_0", "Location": "Device", "Dimensions": [2,4,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "ParameterType": "Reformat", "Origin": "REFORMAT", "TacticValue": "0x0000000000000000", "StreamId": 0, "Metadata": "" },{ "Name": "/Split_315", "LayerType": "Reformat", "Inputs": [ { "Name": "/Pad_output_0", "Location": "Device", "Dimensions": [1,1,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "Outputs": [ { "Name": "/Split_output_1", "Location": "Device", "Dimensions": [1,1,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "ParameterType": "Reformat", "Origin": "SLICE", "TacticValue": "0x00000000000003e8", "StreamId": 0, "Metadata": "[ONNX Layer: /Split]" },{ "Name": "/Reshape_12", "LayerType": "NoOp", "Inputs": [ { "Name": "/encode/cnn3/ConvTranspose_output_0", "Location": "Device", "Dimensions": [2,4,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "Outputs": [ { "Name": "/Reshape_12_output_0", "Location": "Device", "Dimensions": [1,8,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "TacticValue": "0x0000000000000000", "StreamId": 0, "Metadata": "[ONNX Layer: /Reshape_12]" },{ "Name": "/Split_output_0 copy", "LayerType": "Reformat", "Inputs": [ { "Name": "/Pad_output_0", "Location": "Device", "Dimensions": [1,6,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "Outputs": [ { "Name": "/Concat_16_output_0", "Location": "Device", "Dimensions": [1,6,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "ParameterType": "Reformat", "Origin": "CONCAT", "TacticValue": "0x00000000000003e8", "StreamId": 0, "Metadata": "[ONNX Layer: /Concat_16]" },{ "Name": "/Reshape_12_output_0 copy", "LayerType": "Reformat", "Inputs": [ { "Name": "/Reshape_12_output_0", "Location": "Device", "Dimensions": [1,8,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "Outputs": [ { "Name": "/Concat_16_output_0", "Location": "Device", "Dimensions": [1,8,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "ParameterType": "Reformat", "Origin": "CONCAT", "TacticValue": "0x0000000000000000", "StreamId": 0, "Metadata": "[ONNX Layer: /Concat_16]" },{ "Name": "/Split_output_1 copy", "LayerType": "Reformat", "Inputs": [ { "Name": "/Split_output_1", "Location": "Device", "Dimensions": [1,1,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "Outputs": [ { "Name": "/Concat_16_output_0", "Location": "Device", "Dimensions": [1,1,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "ParameterType": "Reformat", "Origin": "CONCAT", "TacticValue": "0x0000000000000000", "StreamId": 0, "Metadata": "[ONNX Layer: /Concat_16]" },{ "Name": "/block0/Resize", "LayerType": "Resize", "Inputs": [ { "Name": "/Concat_16_output_0", "Location": "Device", "Dimensions": [1,15,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "Outputs": [ { "Name": "/block0/Resize_output_0", "Location": "Device", "Dimensions": [1,15,136,240], "Format/Datatype": "Row major linear FP16 format" }], "ParameterType": "Resize", "InterpolationMode": "LINEAR", "ResizeScales": [1, 1, 0.125, 0.125, 0, 0, 0, 0], "ExcludeOutside": 0, "CubicCoeff": -0.75, "CoordTransform": "kHALF_PIXEL", "ResizeSelector": "kFORMULA", "NNRounding": "kFLOOR", "TacticValue": "0x0000000000000001", "StreamId": 0, "Metadata": "[ONNX Layer: /block0/Resize]" },{ "Name": "Reformatting CopyNode for Input Tensor 0 to /block0/conv0/conv0.0/conv0.0.0/Conv + PWN(/block0/conv0/conv0.0/conv0.0.1/LeakyRelu)", "LayerType": "Reformat", "Inputs": [ { "Name": "/block0/Resize_output_0", "Location": "Device", "Dimensions": [1,15,136,240], "Format/Datatype": "Row major linear FP16 format" }], "Outputs": [ { "Name": "Reformatted Input Tensor 0 to /block0/conv0/conv0.0/conv0.0.0/Conv + PWN(/block0/conv0/conv0.0/conv0.0.1/LeakyRelu)", "Location": "Device", "Dimensions": [1,15,136,240], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Reformat", "Origin": "REFORMAT", "TacticValue": "0x00000000000003e8", "StreamId": 0, "Metadata": "" },{ "Name": "/block0/conv0/conv0.0/conv0.0.0/Conv + PWN(/block0/conv0/conv0.0/conv0.0.1/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "Reformatted Input Tensor 0 to /block0/conv0/conv0.0/conv0.0.0/Conv + PWN(/block0/conv0/conv0.0/conv0.0.1/LeakyRelu)", "Location": "Device", "Dimensions": [1,15,136,240], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block0/conv0/conv0.0/conv0.0.1/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [2,2], "Dilation": [1,1], "OutMaps": 96, "Groups": 1, "Weights": {"Type": "Half", "Count": 12960}, "Bias": {"Type": "Half", "Count": 96}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 0, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize128x32x32_stage4_warpsize4x1x1_g1_tensor16x8x16_linkable", "TacticValue": "0x92650053128339fe", "StreamId": 0, "Metadata": "[ONNX Layer: /block0/conv0/conv0.0/conv0.0.0/Conv]\u001e[ONNX Layer: /block0/conv0/conv0.0/conv0.0.1/LeakyRelu]" },{ "Name": "/block0/conv0/conv0.1/conv0.1.0/Conv + PWN(/block0/conv0/conv0.1/conv0.1.1/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block0/conv0/conv0.0/conv0.0.1/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block0/conv0/conv0.1/conv0.1.1/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [2,2], "Dilation": [1,1], "OutMaps": 192, "Groups": 1, "Weights": {"Type": "Half", "Count": 165888}, "Bias": {"Type": "Half", "Count": 192}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 0, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize128x32x32_stage4_warpsize4x1x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0xecff17b04e8a0aaf", "StreamId": 0, "Metadata": "[ONNX Layer: /block0/conv0/conv0.1/conv0.1.0/Conv]\u001e[ONNX Layer: /block0/conv0/conv0.1/conv0.1.1/LeakyRelu]" },{ "Name": "/block0/convblock/convblock.0/conv/Conv + block0.convblock.0.beta + /block0/convblock/convblock.0/Mul + /block0/convblock/convblock.0/Add + PWN(/block0/convblock/convblock.0/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block0/conv0/conv0.1/conv0.1.1/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block0/conv0/conv0.1/conv0.1.1/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block0/convblock/convblock.0/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 192, "Groups": 1, "Weights": {"Type": "Half", "Count": 331776}, "Bias": {"Type": "Half", "Count": 192}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x64x64_stage4_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x624def210fcdfaed", "StreamId": 0, "Metadata": "[ONNX Layer: /block0/convblock/convblock.0/conv/Conv]\u001e[ONNX Layer: /block0/convblock/convblock.0/Mul]\u001e[ONNX Layer: /block0/convblock/convblock.0/Add]\u001e[ONNX Layer: /block0/convblock/convblock.0/relu/LeakyRelu]" },{ "Name": "/block0/convblock/convblock.1/conv/Conv + block0.convblock.1.beta + /block0/convblock/convblock.1/Mul + /block0/convblock/convblock.1/Add + PWN(/block0/convblock/convblock.1/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block0/convblock/convblock.0/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block0/convblock/convblock.0/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block0/convblock/convblock.1/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 192, "Groups": 1, "Weights": {"Type": "Half", "Count": 331776}, "Bias": {"Type": "Half", "Count": 192}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x64x64_stage4_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x624def210fcdfaed", "StreamId": 0, "Metadata": "[ONNX Layer: /block0/convblock/convblock.1/conv/Conv]\u001e[ONNX Layer: /block0/convblock/convblock.1/Mul]\u001e[ONNX Layer: /block0/convblock/convblock.1/Add]\u001e[ONNX Layer: /block0/convblock/convblock.1/relu/LeakyRelu]" },{ "Name": "/block0/convblock/convblock.2/conv/Conv + block0.convblock.2.beta + /block0/convblock/convblock.2/Mul + /block0/convblock/convblock.2/Add + PWN(/block0/convblock/convblock.2/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block0/convblock/convblock.1/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block0/convblock/convblock.1/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block0/convblock/convblock.2/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 192, "Groups": 1, "Weights": {"Type": "Half", "Count": 331776}, "Bias": {"Type": "Half", "Count": 192}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x64x64_stage4_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x624def210fcdfaed", "StreamId": 0, "Metadata": "[ONNX Layer: /block0/convblock/convblock.2/conv/Conv]\u001e[ONNX Layer: /block0/convblock/convblock.2/Mul]\u001e[ONNX Layer: /block0/convblock/convblock.2/Add]\u001e[ONNX Layer: /block0/convblock/convblock.2/relu/LeakyRelu]" },{ "Name": "/block0/convblock/convblock.3/conv/Conv + block0.convblock.3.beta + /block0/convblock/convblock.3/Mul + /block0/convblock/convblock.3/Add + PWN(/block0/convblock/convblock.3/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block0/convblock/convblock.2/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block0/convblock/convblock.2/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block0/convblock/convblock.3/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 192, "Groups": 1, "Weights": {"Type": "Half", "Count": 331776}, "Bias": {"Type": "Half", "Count": 192}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x64x64_stage4_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x624def210fcdfaed", "StreamId": 0, "Metadata": "[ONNX Layer: /block0/convblock/convblock.3/conv/Conv]\u001e[ONNX Layer: /block0/convblock/convblock.3/Mul]\u001e[ONNX Layer: /block0/convblock/convblock.3/Add]\u001e[ONNX Layer: /block0/convblock/convblock.3/relu/LeakyRelu]" },{ "Name": "/block0/convblock/convblock.4/conv/Conv + block0.convblock.4.beta + /block0/convblock/convblock.4/Mul + /block0/convblock/convblock.4/Add + PWN(/block0/convblock/convblock.4/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block0/convblock/convblock.3/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block0/convblock/convblock.3/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block0/convblock/convblock.4/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 192, "Groups": 1, "Weights": {"Type": "Half", "Count": 331776}, "Bias": {"Type": "Half", "Count": 192}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x64x64_stage4_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x624def210fcdfaed", "StreamId": 0, "Metadata": "[ONNX Layer: /block0/convblock/convblock.4/conv/Conv]\u001e[ONNX Layer: /block0/convblock/convblock.4/Mul]\u001e[ONNX Layer: /block0/convblock/convblock.4/Add]\u001e[ONNX Layer: /block0/convblock/convblock.4/relu/LeakyRelu]" },{ "Name": "/block0/convblock/convblock.5/conv/Conv + block0.convblock.5.beta + /block0/convblock/convblock.5/Mul + /block0/convblock/convblock.5/Add + PWN(/block0/convblock/convblock.5/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block0/convblock/convblock.4/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block0/convblock/convblock.4/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block0/convblock/convblock.5/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 192, "Groups": 1, "Weights": {"Type": "Half", "Count": 331776}, "Bias": {"Type": "Half", "Count": 192}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x64x64_stage4_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x624def210fcdfaed", "StreamId": 0, "Metadata": "[ONNX Layer: /block0/convblock/convblock.5/conv/Conv]\u001e[ONNX Layer: /block0/convblock/convblock.5/Mul]\u001e[ONNX Layer: /block0/convblock/convblock.5/Add]\u001e[ONNX Layer: /block0/convblock/convblock.5/relu/LeakyRelu]" },{ "Name": "/block0/convblock/convblock.6/conv/Conv + block0.convblock.6.beta + /block0/convblock/convblock.6/Mul + /block0/convblock/convblock.6/Add + PWN(/block0/convblock/convblock.6/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block0/convblock/convblock.5/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block0/convblock/convblock.5/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block0/convblock/convblock.6/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 192, "Groups": 1, "Weights": {"Type": "Half", "Count": 331776}, "Bias": {"Type": "Half", "Count": 192}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x64x64_stage4_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x624def210fcdfaed", "StreamId": 0, "Metadata": "[ONNX Layer: /block0/convblock/convblock.6/conv/Conv]\u001e[ONNX Layer: /block0/convblock/convblock.6/Mul]\u001e[ONNX Layer: /block0/convblock/convblock.6/Add]\u001e[ONNX Layer: /block0/convblock/convblock.6/relu/LeakyRelu]" },{ "Name": "/block0/convblock/convblock.7/conv/Conv + block0.convblock.7.beta + /block0/convblock/convblock.7/Mul + /block0/convblock/convblock.7/Add + PWN(/block0/convblock/convblock.7/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block0/convblock/convblock.6/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block0/convblock/convblock.6/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block0/convblock/convblock.7/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,192,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 192, "Groups": 1, "Weights": {"Type": "Half", "Count": 331776}, "Bias": {"Type": "Half", "Count": 192}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x64x64_stage4_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x624def210fcdfaed", "StreamId": 0, "Metadata": "[ONNX Layer: /block0/convblock/convblock.7/conv/Conv]\u001e[ONNX Layer: /block0/convblock/convblock.7/Mul]\u001e[ONNX Layer: /block0/convblock/convblock.7/Add]\u001e[ONNX Layer: /block0/convblock/convblock.7/relu/LeakyRelu]" },{ "Name": "/block0/lastconv/lastconv.0/ConvTranspose", "LayerType": "CaskDeconvolutionV2", "Inputs": [ { "Name": 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Layer: /block1/convblock/convblock.0/Add]\u001e[ONNX Layer: /block1/convblock/convblock.0/relu/LeakyRelu]" },{ "Name": "/block1/convblock/convblock.1/conv/Conv + block1.convblock.1.beta + /block1/convblock/convblock.1/Mul + /block1/convblock/convblock.1/Add + PWN(/block1/convblock/convblock.1/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block1/convblock/convblock.0/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block1/convblock/convblock.0/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block1/convblock/convblock.1/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 128, "Groups": 1, "Weights": {"Type": "Half", "Count": 147456}, "Bias": {"Type": "Half", "Count": 128}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x64x64_stage4_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x624def210fcdfaed", "StreamId": 0, "Metadata": "[ONNX Layer: /block1/convblock/convblock.1/conv/Conv]\u001e[ONNX Layer: /block1/convblock/convblock.1/Mul]\u001e[ONNX Layer: /block1/convblock/convblock.1/Add]\u001e[ONNX Layer: /block1/convblock/convblock.1/relu/LeakyRelu]" },{ "Name": "/block1/convblock/convblock.2/conv/Conv + block1.convblock.2.beta + /block1/convblock/convblock.2/Mul + /block1/convblock/convblock.2/Add + PWN(/block1/convblock/convblock.2/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block1/convblock/convblock.1/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block1/convblock/convblock.1/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block1/convblock/convblock.2/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 128, "Groups": 1, "Weights": {"Type": "Half", "Count": 147456}, "Bias": {"Type": "Half", "Count": 128}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x64x64_stage4_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x624def210fcdfaed", "StreamId": 0, "Metadata": "[ONNX Layer: /block1/convblock/convblock.2/conv/Conv]\u001e[ONNX Layer: /block1/convblock/convblock.2/Mul]\u001e[ONNX Layer: /block1/convblock/convblock.2/Add]\u001e[ONNX Layer: /block1/convblock/convblock.2/relu/LeakyRelu]" },{ "Name": "/block1/convblock/convblock.3/conv/Conv + block1.convblock.3.beta + /block1/convblock/convblock.3/Mul + /block1/convblock/convblock.3/Add + PWN(/block1/convblock/convblock.3/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block1/convblock/convblock.2/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block1/convblock/convblock.2/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block1/convblock/convblock.3/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 128, "Groups": 1, "Weights": {"Type": "Half", "Count": 147456}, "Bias": {"Type": "Half", "Count": 128}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x64x64_stage4_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x624def210fcdfaed", "StreamId": 0, "Metadata": "[ONNX Layer: /block1/convblock/convblock.3/conv/Conv]\u001e[ONNX Layer: /block1/convblock/convblock.3/Mul]\u001e[ONNX Layer: /block1/convblock/convblock.3/Add]\u001e[ONNX Layer: /block1/convblock/convblock.3/relu/LeakyRelu]" },{ "Name": "/block1/convblock/convblock.4/conv/Conv + block1.convblock.4.beta + /block1/convblock/convblock.4/Mul + /block1/convblock/convblock.4/Add + PWN(/block1/convblock/convblock.4/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block1/convblock/convblock.3/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block1/convblock/convblock.3/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block1/convblock/convblock.4/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 128, "Groups": 1, "Weights": {"Type": "Half", "Count": 147456}, "Bias": {"Type": "Half", "Count": 128}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x64x64_stage4_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x624def210fcdfaed", "StreamId": 0, "Metadata": "[ONNX Layer: /block1/convblock/convblock.4/conv/Conv]\u001e[ONNX Layer: /block1/convblock/convblock.4/Mul]\u001e[ONNX Layer: /block1/convblock/convblock.4/Add]\u001e[ONNX Layer: /block1/convblock/convblock.4/relu/LeakyRelu]" },{ "Name": "/block1/convblock/convblock.5/conv/Conv + block1.convblock.5.beta + /block1/convblock/convblock.5/Mul + /block1/convblock/convblock.5/Add + PWN(/block1/convblock/convblock.5/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block1/convblock/convblock.4/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block1/convblock/convblock.4/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block1/convblock/convblock.5/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 128, "Groups": 1, "Weights": {"Type": "Half", "Count": 147456}, "Bias": {"Type": "Half", "Count": 128}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x64x64_stage4_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x624def210fcdfaed", "StreamId": 0, "Metadata": "[ONNX Layer: /block1/convblock/convblock.5/conv/Conv]\u001e[ONNX Layer: /block1/convblock/convblock.5/Mul]\u001e[ONNX Layer: /block1/convblock/convblock.5/Add]\u001e[ONNX Layer: /block1/convblock/convblock.5/relu/LeakyRelu]" },{ "Name": "/block1/convblock/convblock.6/conv/Conv + block1.convblock.6.beta + /block1/convblock/convblock.6/Mul + /block1/convblock/convblock.6/Add + PWN(/block1/convblock/convblock.6/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block1/convblock/convblock.5/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block1/convblock/convblock.5/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block1/convblock/convblock.6/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 128, "Groups": 1, "Weights": {"Type": "Half", "Count": 147456}, "Bias": {"Type": "Half", "Count": 128}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x64x64_stage4_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x624def210fcdfaed", "StreamId": 0, "Metadata": "[ONNX Layer: /block1/convblock/convblock.6/conv/Conv]\u001e[ONNX Layer: /block1/convblock/convblock.6/Mul]\u001e[ONNX Layer: /block1/convblock/convblock.6/Add]\u001e[ONNX Layer: /block1/convblock/convblock.6/relu/LeakyRelu]" },{ "Name": "/block1/convblock/convblock.7/conv/Conv + block1.convblock.7.beta + /block1/convblock/convblock.7/Mul + /block1/convblock/convblock.7/Add + PWN(/block1/convblock/convblock.7/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block1/convblock/convblock.6/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block1/convblock/convblock.6/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block1/convblock/convblock.7/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 128, "Groups": 1, "Weights": {"Type": "Half", "Count": 147456}, "Bias": {"Type": "Half", "Count": 128}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x64x64_stage4_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x624def210fcdfaed", "StreamId": 0, "Metadata": "[ONNX Layer: /block1/convblock/convblock.7/conv/Conv]\u001e[ONNX Layer: /block1/convblock/convblock.7/Mul]\u001e[ONNX Layer: /block1/convblock/convblock.7/Add]\u001e[ONNX Layer: /block1/convblock/convblock.7/relu/LeakyRelu]" },{ "Name": "/block1/lastconv/lastconv.0/ConvTranspose", "LayerType": "CaskDeconvolutionV2", "Inputs": [ { "Name": "/block1/convblock/convblock.7/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,128,34,60], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block1/lastconv/lastconv.0/ConvTranspose_output_0", "Location": "Device", "Dimensions": [1,52,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [4,4], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [2,2], "Dilation": [1,1], "OutMaps": 52, "Groups": 1, "Weights": {"Type": "Half", "Count": 106496}, "Bias": {"Type": "Half", "Count": 52}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 0, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "NONE", "TacticName": "sm75_xmma_deconv_implicit_gemm_indexed_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x64x64_stage1_warpsize2x2x1_g1_tensor16x8x8_strided", "TacticValue": "0x7984f71c9d09317f", "StreamId": 0, "Metadata": "[ONNX Layer: /block1/lastconv/lastconv.0/ConvTranspose]" },{ "Name": "/block1/lastconv/lastconv.1/DepthToSpace", "LayerType": "Shuffle", "Inputs": [ { "Name": "/block1/lastconv/lastconv.0/ConvTranspose_output_0", "Location": "Device", "Dimensions": [1,52,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "(Unnamed Layer* 715) [Shuffle]_output", "Location": "Device", "Dimensions": [1,13,68,2,120,2], "Format/Datatype": "Row major linear FP16 format" }], "ParameterType": "Shuffle", "FirstTranspose": [0,1,2,3], "Reshape": [1,13,2,2,-117,-111], "SecondTranspose": [0,1,4,2,5,3], "ZeroIsPlaceholder": 0, "TacticValue": "0x0000000000000000", "StreamId": 0, "Metadata": "[ONNX Layer: /block1/lastconv/lastconv.1/DepthToSpace]" },{ "Name": "ONNXTRT_ShapeShuffle_412", "LayerType": "NoOp", "Inputs": [ { "Name": "(Unnamed Layer* 715) [Shuffle]_output", "Location": "Device", "Dimensions": [1,13,68,2,120,2], "Format/Datatype": "Row major linear FP16 format" }], "Outputs": [ { "Name": "/block1/lastconv/lastconv.1/DepthToSpace_output_0", "Location": "Device", "Dimensions": [1,13,136,240], "Format/Datatype": "Row major linear FP16 format" }], "TacticValue": "0x0000000000000000", "StreamId": 0, "Metadata": "" },{ "Name": "Reformatting CopyNode for Input Tensor 0 to /block1/Resize_1", "LayerType": "Reformat", "Inputs": [ { "Name": "/block1/lastconv/lastconv.1/DepthToSpace_output_0", "Location": "Device", "Dimensions": [1,13,136,240], "Format/Datatype": "Row major linear FP16 format" }], "Outputs": [ { "Name": "Reformatted Input Tensor 0 to /block1/Resize_1", "Location": "Device", "Dimensions": [1,13,136,240], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Reformat", "Origin": "REFORMAT", "TacticValue": "0x0000000000000000", "StreamId": 0, "Metadata": "" },{ "Name": "/block1/Resize_1", "LayerType": "Resize", "Inputs": [ { "Name": "Reformatted Input Tensor 0 to /block1/Resize_1", "Location": "Device", "Dimensions": [1,13,136,240], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block1/Resize_1_output_0", "Location": "Device", "Dimensions": [1,13,1088,1920], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Resize", "InterpolationMode": "LINEAR", "ResizeScales": [1, 1, 8, 8, 0, 0, 0, 0], "ExcludeOutside": 0, "CubicCoeff": -0.75, "CoordTransform": "kHALF_PIXEL", "ResizeSelector": "kFORMULA", "NNRounding": "kFLOOR", "TacticValue": "0x0000000000000007", "StreamId": 0, "Metadata": "[ONNX Layer: /block1/Resize_1]" },{ "Name": "Reformatting CopyNode for Input Tensor 0 to {ForeignNode[/block1/Constant_2_output_0 + ONNXTRT_Broadcast_435.../Concat_27]}", "LayerType": "Reformat", "Inputs": [ { "Name": "/block1/Resize_1_output_0", "Location": "Device", "Dimensions": [1,13,1088,1920], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "Reformatted Input Tensor 0 to {ForeignNode[/block1/Constant_2_output_0 + ONNXTRT_Broadcast_435.../Concat_27]}", "Location": "Device", "Dimensions": [1,13,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "ParameterType": "Reformat", "Origin": "REFORMAT", "TacticValue": "0x0000000000000000", "StreamId": 0, "Metadata": "" },{ "Name": "__mye2745_0_myl53_0", "LayerType": "shape_call", "Inputs": [], "Outputs": [], "TacticName": "", "StreamId": 0, "Metadata": "" },{ "Name": "__myl_MoveSlicMulAddReshMulAddTranSlicSlic_myl53_1", "LayerType": "kgen", "Inputs": [ { "Name": "/Reshape_6_output_0", "Dimensions": [1,2,1,1], "Format/Datatype": "Half" }, { "Name": "/Concat_8_output_0", "Dimensions": [1,2,-1,-1], "Format/Datatype": "Half" }, { "Name": "/block0/Mul_output_0", "Dimensions": [1,4,-1,-1], "Format/Datatype": "Half" }, { "Name": "Reformatted Input Tensor 0 to {ForeignNode[/block1/Constant_2_output_0 + ONNXTRT_Broadcast_435.../Concat_27]}", "Dimensions": [1,13,-1,-1], "Format/Datatype": "Half" }], "Outputs": [ { "Name": "__myln_k_arg__bb1_28_myl53", "Dimensions": [2,-1,-1,2], "Format/Datatype": "Half" }, { "Name": "/Add_1_output_0", "Dimensions": [1,4,-1,-1], "Format/Datatype": "Half" }, { "Name": "__myln_k_arg__bb1_27_myl53", "Dimensions": [1,8,-1,-1], "Format/Datatype": "Half" }, { "Name": "__myln_k_arg__bb1_26_myl53", "Dimensions": [1,1,-1,-1], "Format/Datatype": "Half" }], "TacticName": "__myl_MoveSlicMulAddReshMulAddTranSlicSlic_0x2602c54a46b9916c03a2f48afea20521", "StreamId": 0, "Metadata": "[ONNX Layer: /block1/Split]\u001f[ONNX Layer: /Add_1]\u001f[ONNX Layer: /block1/Mul]\u001f[ONNX Layer: /Add_2]\u001f[ONNX Layer: /Transpose_2]\u001f[ONNX Layer: /Mul_14]\u001f[ONNX Layer: /Reshape_16]" },{ "Name": "__myl_MoveGridCastSlicReshSlicReshMulConc_myl53_2", "LayerType": "kgen", "Inputs": [ { "Name": "/Concat_15_output_0", "Dimensions": [2,7,-1,-1], "Format/Datatype": "Half" }, { "Name": "__myln_k_arg__bb1_28_myl53", "Dimensions": [2,-1,-1,2], "Format/Datatype": "Half" }, { "Name": "/Split_output_1", "Dimensions": [1,1,-1,-1], "Format/Datatype": "Half" }, { "Name": "__myln_k_arg__bb1_26_myl53", "Dimensions": [1,1,-1,-1], "Format/Datatype": "Half" }, { "Name": "__myln_k_arg__bb1_27_myl53", "Dimensions": [1,8,-1,-1], "Format/Datatype": "Half" }, { "Name": "/Add_1_output_0", "Dimensions": [1,4,-1,-1], "Format/Datatype": "Half" }], "Outputs": [ { "Name": "/Concat_27_output_0", "Dimensions": [1,28,-1,-1], "Format/Datatype": "Half" }], "TacticName": "__myl_MoveGridCastSlicReshSlicReshMulConc_0xa33f62c86763a77ecebe05200b5b84e8", "StreamId": 0, "Metadata": "[ONNX Layer: /Mul_15]\u001f[ONNX Layer: /Reshape_17]\u001f[ONNX Layer: /Concat_27]\u001f[ONNX Layer: /Reshape_18]\u001f[ONNX Layer: /Split_2]\u001f[ONNX Layer: /GridSample_1]" },{ "Name": "/block2/Resize", "LayerType": "Resize", "Inputs": [ { "Name": "/Concat_27_output_0", "Location": "Device", "Dimensions": [1,28,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "Outputs": [ { "Name": "/block2/Resize_output_0", "Location": "Device", "Dimensions": [1,28,272,480], "Format/Datatype": "Row major linear FP16 format" }], "ParameterType": "Resize", "InterpolationMode": "LINEAR", "ResizeScales": [1, 1, 0.25, 0.25, 0, 0, 0, 0], "ExcludeOutside": 0, "CubicCoeff": -0.75, "CoordTransform": "kHALF_PIXEL", "ResizeSelector": "kFORMULA", "NNRounding": "kFLOOR", "TacticValue": "0x0000000000000001", "StreamId": 0, "Metadata": "[ONNX Layer: /block2/Resize]" },{ "Name": "Reformatting CopyNode for Input Tensor 0 to /block2/conv0/conv0.0/conv0.0.0/Conv + PWN(/block2/conv0/conv0.0/conv0.0.1/LeakyRelu)", "LayerType": "Reformat", "Inputs": [ { "Name": "/block2/Resize_output_0", "Location": "Device", "Dimensions": [1,28,272,480], "Format/Datatype": "Row major linear FP16 format" }], "Outputs": [ { "Name": "Reformatted Input Tensor 0 to /block2/conv0/conv0.0/conv0.0.0/Conv + PWN(/block2/conv0/conv0.0/conv0.0.1/LeakyRelu)", "Location": "Device", "Dimensions": [1,28,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Reformat", "Origin": "REFORMAT", "TacticValue": "0x0000000000000000", "StreamId": 0, "Metadata": "" },{ "Name": "/block2/conv0/conv0.0/conv0.0.0/Conv + PWN(/block2/conv0/conv0.0/conv0.0.1/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "Reformatted Input Tensor 0 to /block2/conv0/conv0.0/conv0.0.0/Conv + PWN(/block2/conv0/conv0.0/conv0.0.1/LeakyRelu)", "Location": "Device", "Dimensions": [1,28,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block2/conv0/conv0.0/conv0.0.1/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,48,136,240], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [2,2], "Dilation": [1,1], "OutMaps": 48, "Groups": 1, "Weights": {"Type": "Half", "Count": 12096}, "Bias": {"Type": "Half", "Count": 48}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 0, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize256x64x32_stage3_warpsize4x1x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0xcd1874fa76e36ecf", "StreamId": 0, "Metadata": "[ONNX Layer: /block2/conv0/conv0.0/conv0.0.0/Conv]\u001e[ONNX Layer: /block2/conv0/conv0.0/conv0.0.1/LeakyRelu]" },{ "Name": "/block2/conv0/conv0.1/conv0.1.0/Conv + PWN(/block2/conv0/conv0.1/conv0.1.1/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block2/conv0/conv0.0/conv0.0.1/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,48,136,240], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block2/conv0/conv0.1/conv0.1.1/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [2,2], "Dilation": [1,1], "OutMaps": 96, "Groups": 1, "Weights": {"Type": "Half", "Count": 41472}, "Bias": {"Type": "Half", "Count": 96}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 0, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize128x64x64_stage3_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x5325990a550c28df", "StreamId": 0, "Metadata": "[ONNX Layer: /block2/conv0/conv0.1/conv0.1.0/Conv]\u001e[ONNX Layer: /block2/conv0/conv0.1/conv0.1.1/LeakyRelu]" },{ "Name": "/block2/convblock/convblock.0/conv/Conv + block2.convblock.0.beta + /block2/convblock/convblock.0/Mul + /block2/convblock/convblock.0/Add + PWN(/block2/convblock/convblock.0/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block2/conv0/conv0.1/conv0.1.1/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block2/conv0/conv0.1/conv0.1.1/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block2/convblock/convblock.0/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 96, "Groups": 1, "Weights": {"Type": "Half", "Count": 82944}, "Bias": {"Type": "Half", "Count": 96}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x128x32_stage5_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x1171249e97d91786", "StreamId": 0, "Metadata": "[ONNX Layer: /block2/convblock/convblock.0/conv/Conv]\u001e[ONNX Layer: /block2/convblock/convblock.0/Mul]\u001e[ONNX Layer: /block2/convblock/convblock.0/Add]\u001e[ONNX Layer: /block2/convblock/convblock.0/relu/LeakyRelu]" },{ "Name": "/block2/convblock/convblock.1/conv/Conv + block2.convblock.1.beta + /block2/convblock/convblock.1/Mul + /block2/convblock/convblock.1/Add + PWN(/block2/convblock/convblock.1/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block2/convblock/convblock.0/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block2/convblock/convblock.0/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block2/convblock/convblock.1/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 96, "Groups": 1, "Weights": {"Type": "Half", "Count": 82944}, "Bias": {"Type": "Half", "Count": 96}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x128x32_stage5_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x1171249e97d91786", "StreamId": 0, "Metadata": "[ONNX Layer: /block2/convblock/convblock.1/conv/Conv]\u001e[ONNX Layer: /block2/convblock/convblock.1/Mul]\u001e[ONNX Layer: /block2/convblock/convblock.1/Add]\u001e[ONNX Layer: /block2/convblock/convblock.1/relu/LeakyRelu]" },{ "Name": "/block2/convblock/convblock.2/conv/Conv + block2.convblock.2.beta + /block2/convblock/convblock.2/Mul + /block2/convblock/convblock.2/Add + PWN(/block2/convblock/convblock.2/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block2/convblock/convblock.1/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block2/convblock/convblock.1/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block2/convblock/convblock.2/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 96, "Groups": 1, "Weights": {"Type": "Half", "Count": 82944}, "Bias": {"Type": "Half", "Count": 96}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x128x32_stage5_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x1171249e97d91786", "StreamId": 0, "Metadata": "[ONNX Layer: /block2/convblock/convblock.2/conv/Conv]\u001e[ONNX Layer: /block2/convblock/convblock.2/Mul]\u001e[ONNX Layer: /block2/convblock/convblock.2/Add]\u001e[ONNX Layer: /block2/convblock/convblock.2/relu/LeakyRelu]" },{ "Name": "/block2/convblock/convblock.3/conv/Conv + block2.convblock.3.beta + /block2/convblock/convblock.3/Mul + /block2/convblock/convblock.3/Add + PWN(/block2/convblock/convblock.3/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block2/convblock/convblock.2/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block2/convblock/convblock.2/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block2/convblock/convblock.3/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 96, "Groups": 1, "Weights": {"Type": "Half", "Count": 82944}, "Bias": {"Type": "Half", "Count": 96}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x128x32_stage5_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x1171249e97d91786", "StreamId": 0, "Metadata": "[ONNX Layer: /block2/convblock/convblock.3/conv/Conv]\u001e[ONNX Layer: /block2/convblock/convblock.3/Mul]\u001e[ONNX Layer: /block2/convblock/convblock.3/Add]\u001e[ONNX Layer: /block2/convblock/convblock.3/relu/LeakyRelu]" },{ "Name": "/block2/convblock/convblock.4/conv/Conv + block2.convblock.4.beta + /block2/convblock/convblock.4/Mul + /block2/convblock/convblock.4/Add + PWN(/block2/convblock/convblock.4/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block2/convblock/convblock.3/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block2/convblock/convblock.3/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block2/convblock/convblock.4/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 96, "Groups": 1, "Weights": {"Type": "Half", "Count": 82944}, "Bias": {"Type": "Half", "Count": 96}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x128x32_stage5_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x1171249e97d91786", "StreamId": 0, "Metadata": "[ONNX Layer: /block2/convblock/convblock.4/conv/Conv]\u001e[ONNX Layer: /block2/convblock/convblock.4/Mul]\u001e[ONNX Layer: /block2/convblock/convblock.4/Add]\u001e[ONNX Layer: /block2/convblock/convblock.4/relu/LeakyRelu]" },{ "Name": "/block2/convblock/convblock.5/conv/Conv + block2.convblock.5.beta + /block2/convblock/convblock.5/Mul + /block2/convblock/convblock.5/Add + PWN(/block2/convblock/convblock.5/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block2/convblock/convblock.4/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block2/convblock/convblock.4/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block2/convblock/convblock.5/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 96, "Groups": 1, "Weights": {"Type": "Half", "Count": 82944}, "Bias": {"Type": "Half", "Count": 96}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x128x32_stage5_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x1171249e97d91786", "StreamId": 0, "Metadata": "[ONNX Layer: /block2/convblock/convblock.5/conv/Conv]\u001e[ONNX Layer: /block2/convblock/convblock.5/Mul]\u001e[ONNX Layer: /block2/convblock/convblock.5/Add]\u001e[ONNX Layer: /block2/convblock/convblock.5/relu/LeakyRelu]" },{ "Name": "/block2/convblock/convblock.6/conv/Conv + block2.convblock.6.beta + /block2/convblock/convblock.6/Mul + /block2/convblock/convblock.6/Add + PWN(/block2/convblock/convblock.6/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block2/convblock/convblock.5/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block2/convblock/convblock.5/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block2/convblock/convblock.6/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 96, "Groups": 1, "Weights": {"Type": "Half", "Count": 82944}, "Bias": {"Type": "Half", "Count": 96}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x128x32_stage5_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x1171249e97d91786", "StreamId": 0, "Metadata": "[ONNX Layer: /block2/convblock/convblock.6/conv/Conv]\u001e[ONNX Layer: /block2/convblock/convblock.6/Mul]\u001e[ONNX Layer: /block2/convblock/convblock.6/Add]\u001e[ONNX Layer: /block2/convblock/convblock.6/relu/LeakyRelu]" },{ "Name": "/block2/convblock/convblock.7/conv/Conv + block2.convblock.7.beta + /block2/convblock/convblock.7/Mul + /block2/convblock/convblock.7/Add + PWN(/block2/convblock/convblock.7/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block2/convblock/convblock.6/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block2/convblock/convblock.6/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block2/convblock/convblock.7/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 96, "Groups": 1, "Weights": {"Type": "Half", "Count": 82944}, "Bias": {"Type": "Half", "Count": 96}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize64x128x32_stage5_warpsize2x2x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x1171249e97d91786", "StreamId": 0, "Metadata": "[ONNX Layer: /block2/convblock/convblock.7/conv/Conv]\u001e[ONNX Layer: /block2/convblock/convblock.7/Mul]\u001e[ONNX Layer: /block2/convblock/convblock.7/Add]\u001e[ONNX Layer: /block2/convblock/convblock.7/relu/LeakyRelu]" },{ "Name": "/block2/lastconv/lastconv.0/ConvTranspose", "LayerType": "CaskDeconvolutionV2", "Inputs": [ { "Name": "/block2/convblock/convblock.7/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,96,68,120], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block2/lastconv/lastconv.0/ConvTranspose_output_0", "Location": "Device", "Dimensions": [1,52,136,240], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [4,4], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [2,2], "Dilation": [1,1], "OutMaps": 52, "Groups": 1, "Weights": {"Type": "Half", "Count": 79872}, "Bias": {"Type": "Half", "Count": 52}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 0, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "NONE", "TacticName": "sm80_xmma_deconv_implicit_gemm_indexed_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize256x64x32_stage3_warpsize4x1x1_g1_tensor16x8x16_strided", "TacticValue": "0x9c2afe40f043a2af", "StreamId": 0, "Metadata": "[ONNX Layer: /block2/lastconv/lastconv.0/ConvTranspose]" },{ "Name": "/block2/lastconv/lastconv.1/DepthToSpace", "LayerType": "Shuffle", "Inputs": [ { "Name": "/block2/lastconv/lastconv.0/ConvTranspose_output_0", "Location": "Device", "Dimensions": [1,52,136,240], "Format/Datatype": 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"Reformatting CopyNode for Input Tensor 0 to /block2/Resize_1", "LayerType": "Reformat", "Inputs": [ { "Name": "/block2/lastconv/lastconv.1/DepthToSpace_output_0", "Location": "Device", "Dimensions": [1,13,272,480], "Format/Datatype": "Row major linear FP16 format" }], "Outputs": [ { "Name": "Reformatted Input Tensor 0 to /block2/Resize_1", "Location": "Device", "Dimensions": [1,13,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Reformat", "Origin": "REFORMAT", "TacticValue": "0x0000000000000000", "StreamId": 0, "Metadata": "" },{ "Name": "/block2/Resize_1", "LayerType": "Resize", "Inputs": [ { "Name": "Reformatted Input Tensor 0 to /block2/Resize_1", "Location": "Device", "Dimensions": [1,13,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block2/Resize_1_output_0", "Location": "Device", "Dimensions": [1,13,1088,1920], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Resize", "InterpolationMode": "LINEAR", "ResizeScales": [1, 1, 4, 4, 0, 0, 0, 0], "ExcludeOutside": 0, "CubicCoeff": -0.75, "CoordTransform": "kHALF_PIXEL", "ResizeSelector": "kFORMULA", "NNRounding": "kFLOOR", "TacticValue": "0x0000000000000007", "StreamId": 0, "Metadata": "[ONNX Layer: /block2/Resize_1]" },{ "Name": "Reformatting CopyNode for Input Tensor 0 to {ForeignNode[/block2/Constant_2_output_0 + ONNXTRT_Broadcast_504.../Concat_28]}", "LayerType": "Reformat", "Inputs": [ { "Name": "/block2/Resize_1_output_0", "Location": "Device", "Dimensions": [1,13,1088,1920], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "Reformatted Input Tensor 0 to {ForeignNode[/block2/Constant_2_output_0 + ONNXTRT_Broadcast_504.../Concat_28]}", "Location": "Device", "Dimensions": [1,13,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "ParameterType": "Reformat", "Origin": "REFORMAT", "TacticValue": 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"Half" }, { "Name": "/Add_3_output_0", "Dimensions": [1,4,-1,-1], "Format/Datatype": "Half" }], "Outputs": [ { "Name": "/Concat_28_output_0", "Dimensions": [1,28,-1,-1], "Format/Datatype": "Half" }], "TacticName": "__myl_MoveGridCastSlicReshSlicReshMulConc_0xa33f62c86763a77ecebe05200b5b84e8", "StreamId": 0, "Metadata": "[ONNX Layer: /Mul_17]\u001f[ONNX Layer: /Reshape_20]\u001f[ONNX Layer: /Concat_28]\u001f[ONNX Layer: /Reshape_21]\u001f[ONNX Layer: /Split_3]\u001f[ONNX Layer: /GridSample_2]" },{ "Name": "/block3/Resize", "LayerType": "Resize", "Inputs": [ { "Name": "/Concat_28_output_0", "Location": "Device", "Dimensions": [1,28,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "Outputs": [ { "Name": "/block3/Resize_output_0", "Location": "Device", "Dimensions": [1,28,544,960], "Format/Datatype": "Row major linear FP16 format" }], "ParameterType": "Resize", "InterpolationMode": "LINEAR", "ResizeScales": [1, 1, 0.5, 0.5, 0, 0, 0, 0], "ExcludeOutside": 0, "CubicCoeff": 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"LayerType": "CaskConvolution", "Inputs": [ { "Name": "Reformatted Input Tensor 0 to /block3/conv0/conv0.0/conv0.0.0/Conv + PWN(/block3/conv0/conv0.0/conv0.0.1/LeakyRelu)", "Location": "Device", "Dimensions": [1,28,544,960], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block3/conv0/conv0.0/conv0.0.1/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [2,2], "Dilation": [1,1], "OutMaps": 32, "Groups": 1, "Weights": {"Type": "Half", "Count": 8064}, "Bias": {"Type": "Half", "Count": 32}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 0, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize256x32x32_stage4_warpsize4x1x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0x49ccdb0be666d52a", "StreamId": 0, "Metadata": "[ONNX Layer: /block3/conv0/conv0.0/conv0.0.0/Conv]\u001e[ONNX Layer: /block3/conv0/conv0.0/conv0.0.1/LeakyRelu]" },{ "Name": "/block3/conv0/conv0.1/conv0.1.0/Conv + PWN(/block3/conv0/conv0.1/conv0.1.1/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block3/conv0/conv0.0/conv0.0.1/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block3/conv0/conv0.1/conv0.1.1/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,64,136,240], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [2,2], "Dilation": [1,1], "OutMaps": 64, "Groups": 1, "Weights": {"Type": "Half", "Count": 18432}, "Bias": {"Type": "Half", "Count": 64}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 0, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize256x64x32_stage3_warpsize4x1x1_g1_tensor16x8x16_linkable", "TacticValue": "0xad01c782980ed344", "StreamId": 0, "Metadata": "[ONNX Layer: /block3/conv0/conv0.1/conv0.1.0/Conv]\u001e[ONNX Layer: /block3/conv0/conv0.1/conv0.1.1/LeakyRelu]" },{ "Name": "/block3/convblock/convblock.0/conv/Conv + block3.convblock.0.beta + /block3/convblock/convblock.0/Mul + /block3/convblock/convblock.0/Add + PWN(/block3/convblock/convblock.0/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block3/conv0/conv0.1/conv0.1.1/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,64,136,240], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block3/conv0/conv0.1/conv0.1.1/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,64,136,240], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block3/convblock/convblock.0/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,64,136,240], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 64, "Groups": 1, "Weights": {"Type": "Half", "Count": 36864}, "Bias": {"Type": "Half", "Count": 64}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize256x64x32_stage3_warpsize4x1x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0xcd1874fa76e36ecf", "StreamId": 0, "Metadata": "[ONNX Layer: /block3/convblock/convblock.0/conv/Conv]\u001e[ONNX Layer: /block3/convblock/convblock.0/Mul]\u001e[ONNX Layer: /block3/convblock/convblock.0/Add]\u001e[ONNX Layer: /block3/convblock/convblock.0/relu/LeakyRelu]" },{ "Name": "/block3/convblock/convblock.1/conv/Conv + block3.convblock.1.beta + /block3/convblock/convblock.1/Mul + /block3/convblock/convblock.1/Add + PWN(/block3/convblock/convblock.1/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block3/convblock/convblock.0/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,64,136,240], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block3/convblock/convblock.0/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,64,136,240], 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64}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": 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"Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block3/convblock/convblock.3/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,64,136,240], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 64, "Groups": 1, "Weights": {"Type": "Half", "Count": 36864}, "Bias": {"Type": "Half", "Count": 64}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize256x64x32_stage3_warpsize4x1x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0xcd1874fa76e36ecf", "StreamId": 0, "Metadata": "[ONNX Layer: /block3/convblock/convblock.3/conv/Conv]\u001e[ONNX Layer: /block3/convblock/convblock.3/Mul]\u001e[ONNX Layer: /block3/convblock/convblock.3/Add]\u001e[ONNX Layer: /block3/convblock/convblock.3/relu/LeakyRelu]" },{ "Name": "/block3/convblock/convblock.4/conv/Conv + block3.convblock.4.beta + /block3/convblock/convblock.4/Mul + 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"sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize256x64x32_stage3_warpsize4x1x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0xcd1874fa76e36ecf", "StreamId": 0, "Metadata": "[ONNX Layer: /block3/convblock/convblock.6/conv/Conv]\u001e[ONNX Layer: /block3/convblock/convblock.6/Mul]\u001e[ONNX Layer: /block3/convblock/convblock.6/Add]\u001e[ONNX Layer: /block3/convblock/convblock.6/relu/LeakyRelu]" },{ "Name": "/block3/convblock/convblock.7/conv/Conv + block3.convblock.7.beta + /block3/convblock/convblock.7/Mul + /block3/convblock/convblock.7/Add + PWN(/block3/convblock/convblock.7/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block3/convblock/convblock.6/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,64,136,240], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block3/convblock/convblock.6/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,64,136,240], 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"NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize256x64x32_stage3_warpsize4x1x1_g1_tensor16x8x16_t1r3s3_linkable", "TacticValue": "0xcd1874fa76e36ecf", "StreamId": 0, "Metadata": "[ONNX Layer: /block3/convblock/convblock.7/conv/Conv]\u001e[ONNX Layer: /block3/convblock/convblock.7/Mul]\u001e[ONNX Layer: /block3/convblock/convblock.7/Add]\u001e[ONNX Layer: /block3/convblock/convblock.7/relu/LeakyRelu]" },{ "Name": "/block3/lastconv/lastconv.0/ConvTranspose", "LayerType": "CaskDeconvolutionV2", "Inputs": [ { "Name": 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/Reshape_23]" },{ "Name": "Reformatting CopyNode for Input Tensor 0 to /block4/conv0/conv0.0/conv0.0.0/Conv + PWN(/block4/conv0/conv0.0/conv0.0.1/LeakyRelu)", "LayerType": "Reformat", "Inputs": [ { "Name": "/Concat_29_output_0", "Location": "Device", "Dimensions": [1,28,1088,1920], "Format/Datatype": "Row major linear FP16 format" }], "Outputs": [ { "Name": "Reformatted Input Tensor 0 to /block4/conv0/conv0.0/conv0.0.0/Conv + PWN(/block4/conv0/conv0.0/conv0.0.1/LeakyRelu)", "Location": "Device", "Dimensions": [1,28,1088,1920], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Reformat", "Origin": "REFORMAT", "TacticValue": "0x00000000000003ea", "StreamId": 0, "Metadata": "" },{ "Name": "/block4/conv0/conv0.0/conv0.0.0/Conv + PWN(/block4/conv0/conv0.0/conv0.0.1/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "Reformatted Input Tensor 0 to /block4/conv0/conv0.0/conv0.0.0/Conv + PWN(/block4/conv0/conv0.0/conv0.0.1/LeakyRelu)", 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"PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_indexed_wo_smem_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize128x16x64_stage1_warpsize4x1x1_g1_tensor16x8x16_alignc4", "TacticValue": "0xa5a46bfbd719d757", "StreamId": 0, "Metadata": "[ONNX Layer: /block4/conv0/conv0.0/conv0.0.0/Conv]\u001e[ONNX Layer: /block4/conv0/conv0.0/conv0.0.1/LeakyRelu]" },{ "Name": "/block4/conv0/conv0.1/conv0.1.0/Conv + PWN(/block4/conv0/conv0.1/conv0.1.1/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": 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"NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_indexed_wo_smem_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize128x32x64_stage1_warpsize4x1x1_g1_tensor16x8x16_alignc4", "TacticValue": "0x9785ceb86b4122d6", "StreamId": 0, "Metadata": "[ONNX Layer: /block4/conv0/conv0.1/conv0.1.0/Conv]\u001e[ONNX Layer: /block4/conv0/conv0.1/conv0.1.1/LeakyRelu]" },{ "Name": "/block4/convblock/convblock.0/conv/Conv + block4.convblock.0.beta + /block4/convblock/convblock.0/Mul + /block4/convblock/convblock.0/Add + PWN(/block4/convblock/convblock.0/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block4/conv0/conv0.1/conv0.1.1/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block4/conv0/conv0.1/conv0.1.1/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block4/convblock/convblock.0/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 32, "Groups": 1, "Weights": {"Type": "Half", "Count": 9216}, "Bias": {"Type": "Half", "Count": 32}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_indexed_wo_smem_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize128x32x64_stage1_warpsize4x1x1_g1_tensor16x8x16_alignc4", "TacticValue": "0x9785ceb86b4122d6", "StreamId": 0, "Metadata": "[ONNX Layer: /block4/convblock/convblock.0/conv/Conv]\u001e[ONNX Layer: /block4/convblock/convblock.0/Mul]\u001e[ONNX Layer: /block4/convblock/convblock.0/Add]\u001e[ONNX Layer: /block4/convblock/convblock.0/relu/LeakyRelu]" },{ "Name": "/block4/convblock/convblock.1/conv/Conv + block4.convblock.1.beta + /block4/convblock/convblock.1/Mul + /block4/convblock/convblock.1/Add + PWN(/block4/convblock/convblock.1/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block4/convblock/convblock.0/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block4/convblock/convblock.0/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block4/convblock/convblock.1/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 32, "Groups": 1, "Weights": {"Type": "Half", "Count": 9216}, "Bias": {"Type": "Half", "Count": 32}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_indexed_wo_smem_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize128x32x64_stage1_warpsize4x1x1_g1_tensor16x8x16_alignc4", "TacticValue": "0x9785ceb86b4122d6", "StreamId": 0, "Metadata": "[ONNX Layer: /block4/convblock/convblock.1/conv/Conv]\u001e[ONNX Layer: /block4/convblock/convblock.1/Mul]\u001e[ONNX Layer: /block4/convblock/convblock.1/Add]\u001e[ONNX Layer: /block4/convblock/convblock.1/relu/LeakyRelu]" },{ "Name": "/block4/convblock/convblock.2/conv/Conv + block4.convblock.2.beta + /block4/convblock/convblock.2/Mul + /block4/convblock/convblock.2/Add + PWN(/block4/convblock/convblock.2/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block4/convblock/convblock.1/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block4/convblock/convblock.1/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block4/convblock/convblock.2/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 32, "Groups": 1, "Weights": {"Type": "Half", "Count": 9216}, "Bias": {"Type": "Half", "Count": 32}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_indexed_wo_smem_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize128x32x64_stage1_warpsize4x1x1_g1_tensor16x8x16_alignc4", "TacticValue": "0x9785ceb86b4122d6", "StreamId": 0, "Metadata": "[ONNX Layer: /block4/convblock/convblock.2/conv/Conv]\u001e[ONNX Layer: /block4/convblock/convblock.2/Mul]\u001e[ONNX Layer: /block4/convblock/convblock.2/Add]\u001e[ONNX Layer: /block4/convblock/convblock.2/relu/LeakyRelu]" },{ "Name": "/block4/convblock/convblock.3/conv/Conv + block4.convblock.3.beta + /block4/convblock/convblock.3/Mul + /block4/convblock/convblock.3/Add + PWN(/block4/convblock/convblock.3/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block4/convblock/convblock.2/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block4/convblock/convblock.2/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block4/convblock/convblock.3/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 32, "Groups": 1, "Weights": {"Type": "Half", "Count": 9216}, "Bias": {"Type": "Half", "Count": 32}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_indexed_wo_smem_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize128x32x64_stage1_warpsize4x1x1_g1_tensor16x8x16_alignc4", "TacticValue": "0x9785ceb86b4122d6", "StreamId": 0, "Metadata": "[ONNX Layer: /block4/convblock/convblock.3/conv/Conv]\u001e[ONNX Layer: /block4/convblock/convblock.3/Mul]\u001e[ONNX Layer: /block4/convblock/convblock.3/Add]\u001e[ONNX Layer: /block4/convblock/convblock.3/relu/LeakyRelu]" },{ "Name": "/block4/convblock/convblock.4/conv/Conv + block4.convblock.4.beta + /block4/convblock/convblock.4/Mul + /block4/convblock/convblock.4/Add + PWN(/block4/convblock/convblock.4/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block4/convblock/convblock.3/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block4/convblock/convblock.3/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block4/convblock/convblock.4/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 32, "Groups": 1, "Weights": {"Type": "Half", "Count": 9216}, "Bias": {"Type": "Half", "Count": 32}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_indexed_wo_smem_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize128x32x64_stage1_warpsize4x1x1_g1_tensor16x8x16_alignc4", "TacticValue": "0x9785ceb86b4122d6", "StreamId": 0, "Metadata": "[ONNX Layer: /block4/convblock/convblock.4/conv/Conv]\u001e[ONNX Layer: /block4/convblock/convblock.4/Mul]\u001e[ONNX Layer: /block4/convblock/convblock.4/Add]\u001e[ONNX Layer: /block4/convblock/convblock.4/relu/LeakyRelu]" },{ "Name": "/block4/convblock/convblock.5/conv/Conv + block4.convblock.5.beta + /block4/convblock/convblock.5/Mul + /block4/convblock/convblock.5/Add + PWN(/block4/convblock/convblock.5/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block4/convblock/convblock.4/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block4/convblock/convblock.4/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block4/convblock/convblock.5/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 32, "Groups": 1, "Weights": {"Type": "Half", "Count": 9216}, "Bias": {"Type": "Half", "Count": 32}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_indexed_wo_smem_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize128x32x64_stage1_warpsize4x1x1_g1_tensor16x8x16_alignc4", "TacticValue": "0x9785ceb86b4122d6", "StreamId": 0, "Metadata": "[ONNX Layer: /block4/convblock/convblock.5/conv/Conv]\u001e[ONNX Layer: /block4/convblock/convblock.5/Mul]\u001e[ONNX Layer: /block4/convblock/convblock.5/Add]\u001e[ONNX Layer: /block4/convblock/convblock.5/relu/LeakyRelu]" },{ "Name": "/block4/convblock/convblock.6/conv/Conv + block4.convblock.6.beta + /block4/convblock/convblock.6/Mul + /block4/convblock/convblock.6/Add + PWN(/block4/convblock/convblock.6/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block4/convblock/convblock.5/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block4/convblock/convblock.5/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block4/convblock/convblock.6/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 32, "Groups": 1, "Weights": {"Type": "Half", "Count": 9216}, "Bias": {"Type": "Half", "Count": 32}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_indexed_wo_smem_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize128x32x64_stage1_warpsize4x1x1_g1_tensor16x8x16_alignc4", "TacticValue": "0x9785ceb86b4122d6", "StreamId": 0, "Metadata": "[ONNX Layer: /block4/convblock/convblock.6/conv/Conv]\u001e[ONNX Layer: /block4/convblock/convblock.6/Mul]\u001e[ONNX Layer: /block4/convblock/convblock.6/Add]\u001e[ONNX Layer: /block4/convblock/convblock.6/relu/LeakyRelu]" },{ "Name": "/block4/convblock/convblock.7/conv/Conv + block4.convblock.7.beta + /block4/convblock/convblock.7/Mul + /block4/convblock/convblock.7/Add + PWN(/block4/convblock/convblock.7/relu/LeakyRelu)", "LayerType": "CaskConvolution", "Inputs": [ { "Name": "/block4/convblock/convblock.6/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }, { "Name": "/block4/convblock/convblock.6/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "Outputs": [ { "Name": "/block4/convblock/convblock.7/relu/LeakyRelu_output_0", "Location": "Device", "Dimensions": [1,32,272,480], "Format/Datatype": "Channel major FP16 format where channel % 8 == 0" }], "ParameterType": "Convolution", "Kernel": [3,3], "PaddingMode": "kEXPLICIT_ROUND_DOWN", "PrePadding": [1,1], "PostPadding": [1,1], "Stride": [1,1], "Dilation": [1,1], "OutMaps": 32, "Groups": 1, "Weights": {"Type": "Half", "Count": 9216}, "Bias": {"Type": "Half", "Count": 32}, "HasBias": 1, "HasReLU": 0, "HasSparseWeights": 0, "HasDynamicFilter": 0, "HasDynamicBias": 0, "HasResidual": 1, "ConvXAsActInputIdx": -1, "BiasAsActInputIdx": -1, "ResAsActInputIdx": -1, "Activation": "GENERIC", "ParameterSubType": "PointWiseExpression", "NbPointWiseExpressionInputArgs": 1, "PointWiseExpressionInputArgs": ["arg0"], "NbPointWiseExpressionOutputVars": 1, "PointWiseExpressionOutputVars": ["var2"], "NbPointWiseExpressionParams": 0, "PointWiseExpressionParams": [], "NbPointWiseExpressionLiterals": 4, "PointWiseExpressionLiterals": ["0.000000e+00f", "1.000000e+00f", "2.000000e-01f", "0.000000e+00f"], "NbPointWiseExpressionOperations": 3, "PointWiseExpressionOperations": ["auto const var0 = pwgen::iMul(arg0, literal2);", "auto const var1 = pwgen::iCmpLT(arg0, literal0);", "auto const var2 = pwgen::iSelect(var1, var0, arg0);"], "TacticName": "sm80_xmma_fprop_implicit_gemm_indexed_wo_smem_f16f16_f16f16_f16_nhwckrsc_nhwc_tilesize128x32x64_stage1_warpsize4x1x1_g1_tensor16x8x16_alignc4", "TacticValue": "0x9785ceb86b4122d6", "StreamId": 0, "Metadata": "[ONNX Layer: /block4/convblock/convblock.7/conv/Conv]\u001e[ONNX Layer: /block4/convblock/convblock.7/Mul]\u001e[ONNX Layer: /block4/convblock/convblock.7/Add]\u001e[ONNX Layer: /block4/convblock/convblock.7/relu/LeakyRelu]" },{ "Name": "/block4/lastconv/lastconv.0/ConvTranspose", "LayerType": "CaskDeconvolutionV2", "Inputs": [ { "Name": 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"LayerType": "shape_call", "Inputs": [], "Outputs": [], "TacticName": "", "StreamId": 0, "Metadata": "" },{ "Name": "__myl_TranResh_myl105_1", "LayerType": "kgen", "Inputs": [ { "Name": "Reformatted Input Tensor 0 to {ForeignNode[/block4/lastconv/lastconv.1/DepthToSpace.../Pad_1_719]}", "Dimensions": [1,13,2,2,-1,-1], "Format/Datatype": "Half" }], "Outputs": [ { "Name": "__myln_k_arg__bb1_51_myl105", "Dimensions": [1,13,-1,-1], "Format/Datatype": "Half" }], "TacticName": "__myl_TranResh_0x795c7fb68c5227684364aef7312d539d", "StreamId": 0, "Metadata": "[ONNX Layer: /block4/lastconv/lastconv.1/DepthToSpace]" },{ "Name": "__myl_SlicAddReshMulAddTran_myl105_2", "LayerType": "kgen", "Inputs": [ { "Name": "/Concat_8_output_0", "Dimensions": [1,2,-1,-1], "Format/Datatype": "Half" }, { "Name": "/Reshape_6_output_0", "Dimensions": [1,2,1,1], "Format/Datatype": "Half" }, { "Name": "/Add_5_output_0", "Dimensions": [1,4,-1,-1], "Format/Datatype": "Half" }, { "Name": "__myln_k_arg__bb1_51_myl105", "Dimensions": [1,13,-1,-1], "Format/Datatype": "Half" }], "Outputs": [ { "Name": "__myln_k_arg__bb1_52_myl105", "Dimensions": [2,-1,-1,2], "Format/Datatype": "Half" }], "TacticName": "__myl_SlicAddReshMulAddTran_0x4e4a1c3dfdfaa0896a68b8508412c6cd", "StreamId": 0, "Metadata": "[ONNX Layer: /block4/Split]\u001f[ONNX Layer: /Add_7]\u001f[ONNX Layer: /Mul_19]\u001f[ONNX Layer: /Reshape_25]\u001f[ONNX Layer: /Transpose_5]\u001f[ONNX Layer: /Add_8]" },{ "Name": "__myl_MoveGridCastSlicSlicSlicSigmMulSubMulAddReplReplConcSlic_myl105_3", "LayerType": "kgen", "Inputs": [ { "Name": "__myln_k_arg__bb1_52_myl105", "Dimensions": [2,-1,-1,2], "Format/Datatype": "Half" }, { "Name": "/Reshape_11_output_0", "Dimensions": [2,3,-1,-1], "Format/Datatype": "Half" }, { "Name": "__myln_k_arg__bb1_51_myl105", "Dimensions": [1,13,-1,-1], "Format/Datatype": "Half" }], "Outputs": [ { "Name": "__myln_k_arg__bb1_53_myl105", "Dimensions": [1,3,-1,-1], "Format/Datatype": "Half" }], "TacticName": "__myl_MoveGridCastSlicSlicSlicSigmMulSubMulAddReplReplConcSlic_0x7cd808d57abe58a5e7dd83c07d8cafb1", "StreamId": 0, "Metadata": "[ONNX Layer: /Pad_1]\u001f[ONNX Layer: /block4/Split]\u001f[ONNX Layer: /Sigmoid]\u001f[ONNX Layer: /GridSample_4]\u001f[ONNX Layer: /Split_5]\u001f[ONNX Layer: /Mul_20]\u001f[ONNX Layer: /Add_9]\u001f[ONNX Layer: /Mul_21]\u001f[ONNX Layer: /Sub_7]" },{ "Name": "__myl_ReplReplConcSlic_myl105_4", "LayerType": "kgen", "Inputs": [ { "Name": "__myln_k_arg__bb1_53_myl105", "Dimensions": [1,3,-1,-1], "Format/Datatype": "Half" }], "Outputs": [ { "Name": "output", "Dimensions": [1,3,-1,-1], "Format/Datatype": "Half" }], "TacticName": "__myl_ReplReplConcSlic_0x554fb608aeb5c232cb7b005a77135725", "StreamId": 0, "Metadata": "[ONNX Layer: /Pad_1]" }], "Bindings": ["input" ,"output" ]}