Demucs_v4_TRT / trtexec_benchmark_sm86.txt
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(2026) PS A:\Projects\Demucs_v4_TRT\models> trtexec --loadEngine=demucsv4_sm86_trt10.15.trt --dumpLayerInfo
&&&& RUNNING TensorRT.trtexec [TensorRT v101501] [b29] # C:\Program Files\NVIDIA GPU Computing Toolkit\TensorRT-10.15.1.29\bin\trtexec.exe --loadEngine=demucsv4_sm86_trt10.15.trt --dumpLayerInfo
[02/18/2026-13:11:23] [I] TF32 is enabled by default. Add --noTF32 flag to further improve accuracy with some performance cost.
[02/18/2026-13:11:23] [I] === Model Options ===
[02/18/2026-13:11:23] [I] Format: *
[02/18/2026-13:11:23] [I] Model:
[02/18/2026-13:11:23] [I] Output:
[02/18/2026-13:11:23] [I]
[02/18/2026-13:11:23] [I] === System Options ===
[02/18/2026-13:11:23] [I] Device: 0
[02/18/2026-13:11:23] [I] DLACore:
[02/18/2026-13:11:23] [I] Plugins:
[02/18/2026-13:11:23] [I] setPluginsToSerialize:
[02/18/2026-13:11:23] [I] dynamicPlugins:
[02/18/2026-13:11:23] [I] ignoreParsedPluginLibs: 0
[02/18/2026-13:11:23] [I]
[02/18/2026-13:11:23] [I] === Inference Options ===
[02/18/2026-13:11:23] [I] Batch: Explicit
[02/18/2026-13:11:23] [I] Input inference shapes: model
[02/18/2026-13:11:23] [I] Iterations: 10
[02/18/2026-13:11:23] [I] Duration: 3s (+ 200ms warm up)
[02/18/2026-13:11:23] [I] Sleep time: 0ms
[02/18/2026-13:11:23] [I] Idle time: 0ms
[02/18/2026-13:11:23] [I] Inference Streams: 1
[02/18/2026-13:11:23] [I] ExposeDMA: Disabled
[02/18/2026-13:11:23] [I] Data transfers: Enabled
[02/18/2026-13:11:23] [I] Spin-wait: Disabled
[02/18/2026-13:11:23] [I] Multithreading: Disabled
[02/18/2026-13:11:23] [I] CUDA Graph: Disabled
[02/18/2026-13:11:23] [I] Separate profiling: Disabled
[02/18/2026-13:11:23] [I] Time Deserialize: Disabled
[02/18/2026-13:11:23] [I] Time Refit: Disabled
[02/18/2026-13:11:23] [I] NVTX verbosity: 0
[02/18/2026-13:11:23] [I] Persistent Cache Ratio: 0
[02/18/2026-13:11:23] [I] Optimization Profile Index: 0
[02/18/2026-13:11:23] [I] Weight Streaming Budget: 100.000000%
[02/18/2026-13:11:23] [I] Inputs:
[02/18/2026-13:11:23] [I] Debug Tensor Save Destinations:
[02/18/2026-13:11:23] [I] Dump All Debug Tensor in Formats:
[02/18/2026-13:11:23] [I] === Reporting Options ===
[02/18/2026-13:11:23] [I] Verbose: Disabled
[02/18/2026-13:11:23] [I] Averages: 10 inferences
[02/18/2026-13:11:23] [I] Percentiles: 90,95,99
[02/18/2026-13:11:23] [I] Dump refittable layers:Disabled
[02/18/2026-13:11:23] [I] Dump output: Disabled
[02/18/2026-13:11:23] [I] Profile: Disabled
[02/18/2026-13:11:23] [I] Export timing to JSON file:
[02/18/2026-13:11:23] [I] Export output to JSON file:
[02/18/2026-13:11:23] [I] Export profile to JSON file:
[02/18/2026-13:11:23] [I]
[02/18/2026-13:11:23] [I] === Device Information ===
[02/18/2026-13:11:23] [I] Available Devices:
[02/18/2026-13:11:23] [I] Device 0: "NVIDIA GeForce RTX 3090" UUID: GPU-2bdc0e6a-b28d-3d04-b233-da75bc34e8b0
[02/18/2026-13:11:23] [I] Selected Device: NVIDIA GeForce RTX 3090
[02/18/2026-13:11:23] [I] Selected Device ID: 0
[02/18/2026-13:11:23] [I] Selected Device UUID: GPU-2bdc0e6a-b28d-3d04-b233-da75bc34e8b0
[02/18/2026-13:11:23] [I] Compute Capability: 8.6
[02/18/2026-13:11:23] [I] SMs: 82
[02/18/2026-13:11:23] [I] Device Global Memory: 24575 MiB
[02/18/2026-13:11:23] [I] Shared Memory per SM: 100 KiB
[02/18/2026-13:11:23] [I] Memory Bus Width: 384 bits (ECC disabled)
[02/18/2026-13:11:23] [I] Application Compute Clock Rate: 1.71 GHz
[02/18/2026-13:11:23] [I] Application Memory Clock Rate: 9.751 GHz
[02/18/2026-13:11:23] [I]
[02/18/2026-13:11:23] [I] Note: The application clock rates do not reflect the actual clock rates that the GPU is currently running at.
[02/18/2026-13:11:23] [I]
[02/18/2026-13:11:23] [I] TensorRT version: 10.15.1
[02/18/2026-13:11:23] [I] Loading standard plugins
[02/18/2026-13:11:23] [I] [TRT] Loaded engine size: 157 MiB
[02/18/2026-13:11:23] [I] Engine deserialized in 0.350218 sec.
[02/18/2026-13:11:23] [I] [TRT] [MS] Running engine with multi stream info
[02/18/2026-13:11:23] [I] [TRT] [MS] Number of aux streams is 2
[02/18/2026-13:11:23] [I] [TRT] [MS] Number of total worker streams is 3
[02/18/2026-13:11:23] [I] [TRT] [MS] The main stream provided by execute/enqueue calls is the first worker stream
[02/18/2026-13:11:24] [I] [TRT] [MemUsageChange] TensorRT-managed allocation in IExecutionContext creation: CPU +0, GPU +412, now: CPU 0, GPU 569 (MiB)
[02/18/2026-13:11:24] [I] Setting persistentCacheLimit to 0 bytes.
[02/18/2026-13:11:24] [I] Created execution context with device memory size: 403.305 MiB
[02/18/2026-13:11:24] [I] Using random values for input input
[02/18/2026-13:11:24] [I] Input binding for input with dimensions 1x2x343980 is created.
[02/18/2026-13:11:24] [I] Output binding for output with dimensions 1x6x2x343980 is created.
[02/18/2026-13:11:24] [I] Layer Information:
[02/18/2026-13:11:24] [I] [TRT] The profiling verbosity was set to ProfilingVerbosity::kLAYER_NAMES_ONLY when the engine was built, so only the layer names will be returned. Rebuild the engine with ProfilingVerbosity::kDETAILED to get more verbose layer information.
[02/18/2026-13:11:24] [I] Layers:
Reformatting CopyNode for Network Input input
__myl_Move_myl1_0
__myl_Move_myl1_1
__myl_Mean_myl1_2
__myl_Move_myl1_3
__myl_MoveSubMulMean_myl1_4
__myl_MulDivSqrtAddDiv_myl1_5
__myl_Move_myl1_6
shuffle_between_ONNXTRT_unsqueezeTensor_196_output_and_/tencoder.0/conv/Conv
/tencoder.0/conv/Conv
shuffle_after_/tencoder.0/conv/Conv_output
/Pad_50
ONNXTRT_squeezeTensor_198
PWN(PWN(PWN(PWN(PWN(/tencoder.0/Constant_output_0 + ONNXTRT_Broadcast_200, PWN(/tencoder.0/Div)), PWN(/tencoder.0/Erf)), PWN(/tencoder.0/Constant_1_output_0 + ONNXTRT_Broadcast_202, PWN(/tencoder.0/Add))), PWN(/tencoder.0/Mul)), PWN(/tencoder.0/Constant_2_output_0 + ONNXTRT_Broadcast_204, PWN(/tencoder.0/Mul_1)))
ONNXTRT_unsqueezeTensor_206
/Reshape_2 + /Reshape_3
/Pad_1_109
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_206_output_and_/tencoder.0/dconv/layers.0/layers.0.0/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_206_output_and_/tencoder.0/dconv/layers.0/layers.0.0/Conv
/tencoder.0/dconv/layers.0/layers.0.0/Conv
shuffle_after_/tencoder.0/dconv/layers.0/layers.0.0/Conv_output
ONNXTRT_unsqueezeTensor
shuffle_between_ONNXTRT_unsqueezeTensor_output_and_/Conv_1
Reformatting CopyNode for Input Tensor 0 to /Conv_1 || /Conv
/Conv_1 || /Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/Conv_1_output
shuffle_after_/Conv_1_output
Reformatting CopyNode for Output Tensor 0 to shuffle_after_/Conv_1_output
shuffle_after_/Conv_output_copy_input
shuffle_after_/Conv_output
/Conv_output copy
Reformatting CopyNode for Input Tensor 0 to /Reshape_6
/Reshape_6
/Slice_2
/Slice_3
/Transpose_2 + /Reshape_7
/Cast_2
/ReduceMean
/ReduceMean_1
Reformatting CopyNode for Input Tensor 0 to PWN(PWN(/Sub), PWN(/Mul_1))
Reformatting CopyNode for Input Tensor 1 to PWN(PWN(/Sub), PWN(/Mul_1))
PWN(PWN(/Sub), PWN(/Mul_1))
/ReduceMean_2
PWN(PWN(PWN(/Mul_2), PWN(/Div)), PWN(/Sqrt))
Reformatting CopyNode for Output Tensor 0 to PWN(PWN(PWN(/Mul_2), PWN(/Div)), PWN(/Sqrt))
PWN(/Constant_50_output_0 + ONNXTRT_Broadcast_188 + /Add, PWN(PWN(/Sub_2), PWN(/Div_1)))
Reformatting CopyNode for Input Tensor 0 to /encoder.0/conv/Conv
/encoder.0/conv/Conv
PWN(PWN(PWN(PWN(PWN(/encoder.0/Constant_output_0 + ONNXTRT_Broadcast_291, PWN(/encoder.0/Div)), PWN(/encoder.0/Erf)), /encoder.0/Constant_1_output_0 + ONNXTRT_Broadcast_293 + /encoder.0/Add), PWN(/encoder.0/Mul)), /encoder.0/Constant_2_output_0 + ONNXTRT_Broadcast_295 + /encoder.0/Mul_1)
/encoder.0/Transpose + /encoder.0/Reshape
ONNXTRT_unsqueezeTensor_298
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_298_output_and_/encoder.0/dconv/layers.0/layers.0.0/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_298_output_and_/encoder.0/dconv/layers.0/layers.0.0/Conv
/encoder.0/dconv/layers.0/layers.0.0/Conv
shuffle_after_/encoder.0/dconv/layers.0/layers.0.0/Conv_output
entry^bb^signal^1_myl49_0
entry^bb^wait^1_myl49_1
__myl_ReshCastMeanSubMulMeanAddSqrtDivMulCastAddReshMulAddDivCastErfCastAddMulMulResh_myl49_2
__myl_Move_myl49_3
__myl_ReshCastMean_myl49_4
__myl_Move_myl49_5
__myl_SubMulAddSqrtDivMulCastAddReshMulAddDivCastErfCastAddMulMulReshMean_myl49_6
exit^bb^signal^1_myl49_7
exit^bb^wait^1_myl49_8
shuffle_between_ONNXTRT_unsqueezeTensor_226_output_and_/tencoder.0/dconv/layers.0/layers.0.3/Conv
Reformatting CopyNode for Input Tensor 0 to /tencoder.0/dconv/layers.0/layers.0.3/Conv
/tencoder.0/dconv/layers.0/layers.0.3/Conv
shuffle_after_/tencoder.0/dconv/layers.0/layers.0.3/Conv_output
shuffle_between_ONNXTRT_unsqueezeTensor_318_output_and_/encoder.0/dconv/layers.0/layers.0.3/Conv
Reformatting CopyNode for Input Tensor 0 to /encoder.0/dconv/layers.0/layers.0.3/Conv
/encoder.0/dconv/layers.0/layers.0.3/Conv
shuffle_after_/encoder.0/dconv/layers.0/layers.0.3/Conv_output
__myl_ReshMeanSubMulMean_myl58_0
__mye8821_myl58_1
__mye8823_myl58_2
__myl_AddSqrtDivMulAddReshMulAddSlicSigmSlicMulMulAddResh_myl58_3
__myl_Move_myl58_4
__myl_ReshMean_myl58_5
__myl_Move_myl58_6
__myl_SubMulMean_myl58_7
__myl_AddSqrtDivMulAddReshMulAddSlicSigmSlicMulMulAddResh_myl58_8
exit^bb^signal^1_myl58_9
exit^bb^wait^1_myl58_10
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_245_output_and_/tencoder.0/dconv/layers.1/layers.1.0/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_245_output_and_/tencoder.0/dconv/layers.1/layers.1.0/Conv
/tencoder.0/dconv/layers.1/layers.1.0/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tencoder.0/dconv/layers.1/layers.1.0/Conv_output
shuffle_after_/tencoder.0/dconv/layers.1/layers.1.0/Conv_output
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_337_output_and_/encoder.0/dconv/layers.1/layers.1.0/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_337_output_and_/encoder.0/dconv/layers.1/layers.1.0/Conv
/encoder.0/dconv/layers.1/layers.1.0/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/encoder.0/dconv/layers.1/layers.1.0/Conv_output
shuffle_after_/encoder.0/dconv/layers.1/layers.1.0/Conv_output
entry^bb^signal^1_myl69_0
entry^bb^wait^1_myl69_1
__myl_ReshMeanSubMulMeanAddSqrtDivMulAddReshMulAdd_myl69_2
__myl_DivErfAddMulMul_myl69_3
__myl_Move_myl69_4
__myl_ReshMean_myl69_5
__myl_Move_myl69_6
__myl_SubMulAddSqrtDivMulAddReshMulAddMean_myl69_7
__myl_DivErfAddMulMul_myl69_8
exit^bb^signal^1_myl69_9
exit^bb^wait^1_myl69_10
shuffle_between_ONNXTRT_unsqueezeTensor_265_output_and_/tencoder.0/dconv/layers.1/layers.1.3/Conv
/tencoder.0/dconv/layers.1/layers.1.3/Conv
shuffle_after_/tencoder.0/dconv/layers.1/layers.1.3/Conv_output
shuffle_between_ONNXTRT_unsqueezeTensor_357_output_and_/encoder.0/dconv/layers.1/layers.1.3/Conv
/encoder.0/dconv/layers.1/layers.1.3/Conv
shuffle_after_/encoder.0/dconv/layers.1/layers.1.3/Conv_output
entry^bb^signal^2_myl76_0
entry^bb^wait^2_myl76_1
__myl_IotaCastCastGathMulTranReshReplMul_myl76_2
__myl_ReshMeanSubMulMean_myl76_3
__mye11073_myl76_4
__mye11075_myl76_5
__myl_AddSqrtDivMulAddReshMulAddSlicSigmSlicMulMulAddReshTran_myl76_6
__myl_Move_myl76_7
__myl_ReshMean_myl76_8
__myl_Move_myl76_9
__myl_SubMulMean_myl76_10
__myl_AddSqrtDivMulAddReshMulAddSlicSigmSlicMulMulAdd_myl76_11
exit^bb^signal^1_myl76_12
exit^bb^wait^1_myl76_13
exit^bb^signal^2_myl76_14
exit^bb^wait^2_myl76_15
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_284_output_and_/tencoder.0/rewrite/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_284_output_and_/tencoder.0/rewrite/Conv
/tencoder.0/rewrite/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tencoder.0/rewrite/Conv_output
shuffle_after_/tencoder.0/rewrite/Conv_output
Reformatting CopyNode for Input Tensor 0 to /encoder.0/rewrite/Conv
/encoder.0/rewrite/Conv
Reformatting CopyNode for Output Tensor 0 to /encoder.0/rewrite/Conv
ONNXTRT_squeezeTensor_286
PWN(PWN(/tencoder.0/Sigmoid), PWN(/tencoder.0/Mul_2))
/tencoder.1/Pad_462
ONNXTRT_unsqueezeTensor_464
Reformatting CopyNode for Input Tensor 2 to PWN(PWN(PWN(/encoder.0/Sigmoid), PWN(/encoder.0/Mul_2)), PWN(/Add_2))
PWN(PWN(PWN(/encoder.0/Sigmoid), PWN(/encoder.0/Mul_2)), PWN(/Add_2))
/encoder.1/conv/Conv + PWN(PWN(PWN(PWN(PWN(/encoder.1/Constant_output_0 + ONNXTRT_Broadcast_559, PWN(/encoder.1/Div)), PWN(/encoder.1/Erf)), /encoder.1/Constant_1_output_0 + ONNXTRT_Broadcast_561 + /encoder.1/Add), PWN(/encoder.1/Mul)), /encoder.1/Constant_2_output_0 + ONNXTRT_Broadcast_563 + /encoder.1/Mul_1)
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_464_output_and_/tencoder.1/conv/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_464_output_and_/tencoder.1/conv/Conv
Reformatting CopyNode for Input Tensor 0 to /tencoder.1/conv/Conv
/tencoder.1/conv/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tencoder.1/conv/Conv_output
shuffle_after_/tencoder.1/conv/Conv_output
ONNXTRT_squeezeTensor_466
PWN(PWN(PWN(PWN(PWN(/tencoder.1/Constant_13_output_0 + ONNXTRT_Broadcast_468, PWN(/tencoder.1/Div)), PWN(/tencoder.1/Erf)), PWN(/tencoder.1/Constant_14_output_0 + ONNXTRT_Broadcast_470, PWN(/tencoder.1/Add))), PWN(/tencoder.1/Mul)), PWN(/tencoder.1/Constant_15_output_0 + ONNXTRT_Broadcast_472, PWN(/tencoder.1/Mul_1)))
ONNXTRT_unsqueezeTensor_474
Reformatting CopyNode for Input Tensor 0 to /encoder.1/Transpose + /encoder.1/Reshape
/encoder.1/Transpose + /encoder.1/Reshape
Reformatting CopyNode for Output Tensor 0 to /encoder.1/Transpose + /encoder.1/Reshape
ONNXTRT_unsqueezeTensor_566
shuffle_between_ONNXTRT_unsqueezeTensor_566_output_and_/encoder.1/dconv/layers.0/layers.0.0/Conv
Reformatting CopyNode for Input Tensor 0 to /encoder.1/dconv/layers.0/layers.0.0/Conv
/encoder.1/dconv/layers.0/layers.0.0/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/encoder.1/dconv/layers.0/layers.0.0/Conv_output
shuffle_after_/encoder.1/dconv/layers.0/layers.0.0/Conv_output
shuffle_between_ONNXTRT_unsqueezeTensor_474_output_and_/tencoder.1/dconv/layers.0/layers.0.0/Conv
Reformatting CopyNode for Input Tensor 0 to /tencoder.1/dconv/layers.0/layers.0.0/Conv
/tencoder.1/dconv/layers.0/layers.0.0/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tencoder.1/dconv/layers.0/layers.0.0/Conv_output
shuffle_after_/tencoder.1/dconv/layers.0/layers.0.0/Conv_output
__myl_ReshMeanSubMulMeanAddSqrtDivMulAddReshMulAdd_myl115_0
__myl_DivErfAddMulMul_myl115_1
__myl_Move_myl115_2
__myl_ReshMean_myl115_3
__myl_Move_myl115_4
__myl_SubMulAddSqrtDivMulAddReshMulAddMean_myl115_5
__myl_DivErfAddMulMul_myl115_6
shuffle_between_ONNXTRT_unsqueezeTensor_494_output_and_/tencoder.1/dconv/layers.0/layers.0.3/Conv
/tencoder.1/dconv/layers.0/layers.0.3/Conv
shuffle_after_/tencoder.1/dconv/layers.0/layers.0.3/Conv_output
shuffle_between_ONNXTRT_unsqueezeTensor_586_output_and_/encoder.1/dconv/layers.0/layers.0.3/Conv
Reformatting CopyNode for Input Tensor 0 to /encoder.1/dconv/layers.0/layers.0.3/Conv
/encoder.1/dconv/layers.0/layers.0.3/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/encoder.1/dconv/layers.0/layers.0.3/Conv_output
shuffle_after_/encoder.1/dconv/layers.0/layers.0.3/Conv_output
Reformatting CopyNode for Input Tensor 0 to {ForeignNode[/tencoder.1/dconv/layers.0/layers.0.4/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_499...ONNXTRT_unsqueezeTensor_513]}
__myl_Move_myl125_0
__myl_Move_myl125_1
__myl_ReshCastSubMulMeanMean_myl125_2
__mye8837_myl125_3
__mye8839_myl125_4
__myl_AddSqrtDivMulCastAddReshMulAddSlicSigmSlicMulMulAddResh_myl125_5
__myl_Move_myl125_6
__myl_ReshCastMean_myl125_7
__myl_Move_myl125_8
__myl_SubMulMean_myl125_9
__myl_AddSqrtDivMulCastAddReshMulAddSlicSigmSlicMulMulAddResh_myl125_10
exit^bb^signal^1_myl125_11
exit^bb^wait^1_myl125_12
shuffle_between_ONNXTRT_unsqueezeTensor_513_output_and_/tencoder.1/dconv/layers.1/layers.1.0/Conv
Reformatting CopyNode for Input Tensor 0 to /tencoder.1/dconv/layers.1/layers.1.0/Conv
/tencoder.1/dconv/layers.1/layers.1.0/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tencoder.1/dconv/layers.1/layers.1.0/Conv_output
shuffle_after_/tencoder.1/dconv/layers.1/layers.1.0/Conv_output
shuffle_between_ONNXTRT_unsqueezeTensor_605_output_and_/encoder.1/dconv/layers.1/layers.1.0/Conv
Reformatting CopyNode for Input Tensor 0 to /encoder.1/dconv/layers.1/layers.1.0/Conv
/encoder.1/dconv/layers.1/layers.1.0/Conv
shuffle_after_/encoder.1/dconv/layers.1/layers.1.0/Conv_output
Reformatting CopyNode for Input Tensor 1 to {ForeignNode[/tencoder.1/dconv/layers.1/layers.1.1/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_518...ONNXTRT_unsqueezeTensor_533]}
__myl_ReshCastMeanSubMulMeanAddSqrtDivMulCastAddReshMulAdd_myl136_0
__myl_DivCastErfCastAddMulMul_myl136_1
__myl_Move_myl136_2
__myl_ReshCastMean_myl136_3
__myl_Move_myl136_4
__myl_SubMulAddSqrtDivMulCastAddReshMulAddMean_myl136_5
__myl_DivCastErfCastAddMulMul_myl136_6
shuffle_between_ONNXTRT_unsqueezeTensor_533_output_and_/tencoder.1/dconv/layers.1/layers.1.3/Conv
Reformatting CopyNode for Input Tensor 0 to /tencoder.1/dconv/layers.1/layers.1.3/Conv
/tencoder.1/dconv/layers.1/layers.1.3/Conv
shuffle_after_/tencoder.1/dconv/layers.1/layers.1.3/Conv_output
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_625_output_and_/encoder.1/dconv/layers.1/layers.1.3/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_625_output_and_/encoder.1/dconv/layers.1/layers.1.3/Conv
/encoder.1/dconv/layers.1/layers.1.3/Conv
shuffle_after_/encoder.1/dconv/layers.1/layers.1.3/Conv_output
Reformatting CopyNode for Input Tensor 2 to {ForeignNode[/tencoder.1/dconv/layers.1/layers.1.4/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_538...ONNXTRT_unsqueezeTensor_552]}
Reformatting CopyNode for Input Tensor 3 to {ForeignNode[/tencoder.1/dconv/layers.1/layers.1.4/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_538...ONNXTRT_unsqueezeTensor_552]}
__myl_Move_myl147_0
__myl_Move_myl147_1
__myl_ReshSubMulMeanMean_myl147_2
__mye8954_myl147_3
__mye8956_myl147_4
__myl_AddSqrtDivMulAddReshMulAddSlicSigmSlicMulMulAddReshTran_myl147_5
__myl_Move_myl147_6
__myl_ReshMean_myl147_7
__myl_Move_myl147_8
__myl_SubMulMean_myl147_9
__myl_AddSqrtDivMulAddReshMulAddSlicSigmSlicMulMulAdd_myl147_10
exit^bb^signal^1_myl147_11
exit^bb^wait^1_myl147_12
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_552_output_and_/tencoder.1/rewrite/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_552_output_and_/tencoder.1/rewrite/Conv
Reformatting CopyNode for Input Tensor 0 to /tencoder.1/rewrite/Conv
/tencoder.1/rewrite/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tencoder.1/rewrite/Conv_output
shuffle_after_/tencoder.1/rewrite/Conv_output
Reformatting CopyNode for Input Tensor 0 to /encoder.1/rewrite/Conv
/encoder.1/rewrite/Conv
ONNXTRT_squeezeTensor_554
Reformatting CopyNode for Input Tensor 0 to PWN(PWN(/tencoder.1/Sigmoid), PWN(/tencoder.1/Mul_2))
Reformatting CopyNode for Input Tensor 1 to PWN(PWN(/tencoder.1/Sigmoid), PWN(/tencoder.1/Mul_2))
PWN(PWN(/tencoder.1/Sigmoid), PWN(/tencoder.1/Mul_2))
/tencoder.2/Pad_705
ONNXTRT_unsqueezeTensor_707
PWN(PWN(/encoder.1/Sigmoid), PWN(/encoder.1/Mul_2))
Reformatting CopyNode for Output Tensor 0 to PWN(PWN(/encoder.1/Sigmoid), PWN(/encoder.1/Mul_2))
Reformatting CopyNode for Input Tensor 0 to /encoder.2/conv/Conv + PWN(PWN(PWN(PWN(PWN(/encoder.2/Constant_output_0 + ONNXTRT_Broadcast_802, PWN(/encoder.2/Div)), PWN(/encoder.2/Erf)), /encoder.2/Constant_1_output_0 + ONNXTRT_Broadcast_804 + /encoder.2/Add), PWN(/encoder.2/Mul)), /encoder.2/Constant_2_output_0 + ONNXTRT_Broadcast_806 + /encoder.2/Mul_1)
/encoder.2/conv/Conv + PWN(PWN(PWN(PWN(PWN(/encoder.2/Constant_output_0 + ONNXTRT_Broadcast_802, PWN(/encoder.2/Div)), PWN(/encoder.2/Erf)), /encoder.2/Constant_1_output_0 + ONNXTRT_Broadcast_804 + /encoder.2/Add), PWN(/encoder.2/Mul)), /encoder.2/Constant_2_output_0 + ONNXTRT_Broadcast_806 + /encoder.2/Mul_1)
shuffle_between_ONNXTRT_unsqueezeTensor_707_output_and_/tencoder.2/conv/Conv
Reformatting CopyNode for Input Tensor 0 to /tencoder.2/conv/Conv
/tencoder.2/conv/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tencoder.2/conv/Conv_output
shuffle_after_/tencoder.2/conv/Conv_output
ONNXTRT_squeezeTensor_709
PWN(PWN(PWN(PWN(PWN(/tencoder.2/Constant_12_output_0 + ONNXTRT_Broadcast_711, PWN(/tencoder.2/Div)), PWN(/tencoder.2/Erf)), PWN(/tencoder.2/Constant_13_output_0 + ONNXTRT_Broadcast_713, PWN(/tencoder.2/Add))), PWN(/tencoder.2/Mul)), PWN(/tencoder.2/Constant_14_output_0 + ONNXTRT_Broadcast_715, PWN(/tencoder.2/Mul_1)))
ONNXTRT_unsqueezeTensor_717
Reformatting CopyNode for Input Tensor 0 to /encoder.2/Transpose + /encoder.2/Reshape
/encoder.2/Transpose + /encoder.2/Reshape
Reformatting CopyNode for Output Tensor 0 to /encoder.2/Transpose + /encoder.2/Reshape
Reformatting CopyNode for Input Tensor 0 to ONNXTRT_unsqueezeTensor_809
ONNXTRT_unsqueezeTensor_809
shuffle_between_ONNXTRT_unsqueezeTensor_809_output_and_/encoder.2/dconv/layers.0/layers.0.0/Conv
Reformatting CopyNode for Input Tensor 0 to /encoder.2/dconv/layers.0/layers.0.0/Conv
/encoder.2/dconv/layers.0/layers.0.0/Conv
shuffle_after_/encoder.2/dconv/layers.0/layers.0.0/Conv_output
shuffle_between_ONNXTRT_unsqueezeTensor_717_output_and_/tencoder.2/dconv/layers.0/layers.0.0/Conv
Reformatting CopyNode for Input Tensor 0 to /tencoder.2/dconv/layers.0/layers.0.0/Conv
/tencoder.2/dconv/layers.0/layers.0.0/Conv
shuffle_after_/tencoder.2/dconv/layers.0/layers.0.0/Conv_output
Reformatting CopyNode for Input Tensor 0 to {ForeignNode[/tencoder.2/dconv/layers.0/layers.0.1/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_722...ONNXTRT_unsqueezeTensor_737]}
Reformatting CopyNode for Input Tensor 1 to {ForeignNode[/tencoder.2/dconv/layers.0/layers.0.1/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_722...ONNXTRT_unsqueezeTensor_737]}
__myl_ReshCastMeanSubMulMeanAddSqrtDivMulCastAddReshMulAdd_myl189_0
__myl_DivCastErfCastAddMulMul_myl189_1
__myl_Move_myl189_2
__myl_ReshCastMean_myl189_3
__myl_Move_myl189_4
__myl_SubMulAddSqrtDivMulCastAddReshMulAddMean_myl189_5
__myl_DivCastErfCastAddMulMul_myl189_6
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_737_output_and_/tencoder.2/dconv/layers.0/layers.0.3/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_737_output_and_/tencoder.2/dconv/layers.0/layers.0.3/Conv
Reformatting CopyNode for Input Tensor 0 to /tencoder.2/dconv/layers.0/layers.0.3/Conv
/tencoder.2/dconv/layers.0/layers.0.3/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tencoder.2/dconv/layers.0/layers.0.3/Conv_output
shuffle_after_/tencoder.2/dconv/layers.0/layers.0.3/Conv_output
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_829_output_and_/encoder.2/dconv/layers.0/layers.0.3/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_829_output_and_/encoder.2/dconv/layers.0/layers.0.3/Conv
/encoder.2/dconv/layers.0/layers.0.3/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/encoder.2/dconv/layers.0/layers.0.3/Conv_output
shuffle_after_/encoder.2/dconv/layers.0/layers.0.3/Conv_output
Reformatting CopyNode for Input Tensor 2 to {ForeignNode[/tencoder.2/dconv/layers.0/layers.0.4/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_742...ONNXTRT_unsqueezeTensor_756]}
__myl_Move_myl202_0
__myl_Move_myl202_1
__myl_ReshCastSubMulMeanMean_myl202_2
__mye8837_myl202_3
__mye8839_myl202_4
__myl_AddSqrtDivMulCastAddReshMulAddSlicSigmSlicMulMulAddResh_myl202_5
__myl_Move_myl202_6
__myl_ReshCastMean_myl202_7
__myl_Move_myl202_8
__myl_SubMulMean_myl202_9
__myl_AddSqrtDivMulCastAddReshMulAddSlicSigmSlicMulMulAddResh_myl202_10
exit^bb^signal^1_myl202_11
exit^bb^wait^1_myl202_12
shuffle_between_ONNXTRT_unsqueezeTensor_756_output_and_/tencoder.2/dconv/layers.1/layers.1.0/Conv
Reformatting CopyNode for Input Tensor 0 to /tencoder.2/dconv/layers.1/layers.1.0/Conv
/tencoder.2/dconv/layers.1/layers.1.0/Conv
shuffle_after_/tencoder.2/dconv/layers.1/layers.1.0/Conv_output
shuffle_between_ONNXTRT_unsqueezeTensor_848_output_and_/encoder.2/dconv/layers.1/layers.1.0/Conv
Reformatting CopyNode for Input Tensor 0 to /encoder.2/dconv/layers.1/layers.1.0/Conv
/encoder.2/dconv/layers.1/layers.1.0/Conv
shuffle_after_/encoder.2/dconv/layers.1/layers.1.0/Conv_output
Reformatting CopyNode for Input Tensor 0 to {ForeignNode[/tencoder.2/dconv/layers.1/layers.1.1/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_761...ONNXTRT_unsqueezeTensor_776]}
Reformatting CopyNode for Input Tensor 1 to {ForeignNode[/tencoder.2/dconv/layers.1/layers.1.1/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_761...ONNXTRT_unsqueezeTensor_776]}
__myl_ReshCastMeanSubMulMeanAddSqrtDivMulCastAddReshMulAdd_myl213_0
__myl_DivCastErfCastAddMulMul_myl213_1
__myl_Move_myl213_2
__myl_ReshCastMean_myl213_3
__myl_Move_myl213_4
__myl_SubMulAddSqrtDivMulCastAddReshMulAddMean_myl213_5
__myl_DivCastErfCastAddMulMul_myl213_6
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_776_output_and_/tencoder.2/dconv/layers.1/layers.1.3/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_776_output_and_/tencoder.2/dconv/layers.1/layers.1.3/Conv
Reformatting CopyNode for Input Tensor 0 to /tencoder.2/dconv/layers.1/layers.1.3/Conv
/tencoder.2/dconv/layers.1/layers.1.3/Conv
shuffle_after_/tencoder.2/dconv/layers.1/layers.1.3/Conv_output
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_868_output_and_/encoder.2/dconv/layers.1/layers.1.3/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_868_output_and_/encoder.2/dconv/layers.1/layers.1.3/Conv
/encoder.2/dconv/layers.1/layers.1.3/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/encoder.2/dconv/layers.1/layers.1.3/Conv_output
shuffle_after_/encoder.2/dconv/layers.1/layers.1.3/Conv_output
Reformatting CopyNode for Input Tensor 0 to {ForeignNode[/tencoder.2/dconv/layers.1/layers.1.4/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_781...ONNXTRT_unsqueezeTensor_795]}
Reformatting CopyNode for Input Tensor 1 to {ForeignNode[/tencoder.2/dconv/layers.1/layers.1.4/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_781...ONNXTRT_unsqueezeTensor_795]}
Reformatting CopyNode for Input Tensor 2 to {ForeignNode[/tencoder.2/dconv/layers.1/layers.1.4/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_781...ONNXTRT_unsqueezeTensor_795]}
Reformatting CopyNode for Input Tensor 3 to {ForeignNode[/tencoder.2/dconv/layers.1/layers.1.4/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_781...ONNXTRT_unsqueezeTensor_795]}
__myl_Move_myl228_0
__myl_Move_myl228_1
__myl_ReshSubMulMeanMean_myl228_2
__mye8954_myl228_3
__mye8956_myl228_4
__myl_AddSqrtDivMulAddReshMulAddSlicSigmSlicMulMulAddReshTran_myl228_5
__myl_Move_myl228_6
__myl_ReshMean_myl228_7
__myl_Move_myl228_8
__myl_SubMulMean_myl228_9
__myl_AddSqrtDivMulAddReshMulAddSlicSigmSlicMulMulAdd_myl228_10
exit^bb^signal^1_myl228_11
exit^bb^wait^1_myl228_12
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_795_output_and_/tencoder.2/rewrite/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_795_output_and_/tencoder.2/rewrite/Conv
Reformatting CopyNode for Input Tensor 0 to /tencoder.2/rewrite/Conv
/tencoder.2/rewrite/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tencoder.2/rewrite/Conv_output
shuffle_after_/tencoder.2/rewrite/Conv_output
Reformatting CopyNode for Input Tensor 0 to /encoder.2/rewrite/Conv
/encoder.2/rewrite/Conv
Reformatting CopyNode for Output Tensor 0 to /encoder.2/rewrite/Conv
ONNXTRT_squeezeTensor_797
PWN(PWN(/tencoder.2/Sigmoid), PWN(/tencoder.2/Mul_2))
/tencoder.3/Pad_948
ONNXTRT_unsqueezeTensor_950
PWN(PWN(/encoder.2/Sigmoid), PWN(/encoder.2/Mul_2))
Reformatting CopyNode for Output Tensor 0 to PWN(PWN(/encoder.2/Sigmoid), PWN(/encoder.2/Mul_2))
Reformatting CopyNode for Input Tensor 0 to /encoder.3/conv/Conv + PWN(PWN(PWN(PWN(PWN(/encoder.3/Constant_output_0 + ONNXTRT_Broadcast_1045, PWN(/encoder.3/Div)), PWN(/encoder.3/Erf)), /encoder.3/Constant_1_output_0 + ONNXTRT_Broadcast_1047 + /encoder.3/Add), PWN(/encoder.3/Mul)), /encoder.3/Constant_2_output_0 + ONNXTRT_Broadcast_1049 + /encoder.3/Mul_1)
/encoder.3/conv/Conv + PWN(PWN(PWN(PWN(PWN(/encoder.3/Constant_output_0 + ONNXTRT_Broadcast_1045, PWN(/encoder.3/Div)), PWN(/encoder.3/Erf)), /encoder.3/Constant_1_output_0 + ONNXTRT_Broadcast_1047 + /encoder.3/Add), PWN(/encoder.3/Mul)), /encoder.3/Constant_2_output_0 + ONNXTRT_Broadcast_1049 + /encoder.3/Mul_1)
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_950_output_and_/tencoder.3/conv/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_950_output_and_/tencoder.3/conv/Conv
/tencoder.3/conv/Conv
shuffle_after_/tencoder.3/conv/Conv_output
Reformatting CopyNode for Input Tensor 0 to ONNXTRT_squeezeTensor_952
ONNXTRT_squeezeTensor_952
PWN(PWN(PWN(PWN(PWN(/tencoder.3/Constant_12_output_0 + ONNXTRT_Broadcast_954, PWN(/tencoder.3/Div)), PWN(/tencoder.3/Erf)), PWN(/tencoder.3/Constant_13_output_0 + ONNXTRT_Broadcast_956, PWN(/tencoder.3/Add))), PWN(/tencoder.3/Mul)), PWN(/tencoder.3/Constant_14_output_0 + ONNXTRT_Broadcast_958, PWN(/tencoder.3/Mul_1)))
ONNXTRT_unsqueezeTensor_960
/encoder.3/Transpose + /encoder.3/Reshape
Reformatting CopyNode for Output Tensor 0 to /encoder.3/Transpose + /encoder.3/Reshape
ONNXTRT_unsqueezeTensor_1052
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_1052_output_and_/encoder.3/dconv/layers.0/layers.0.0/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_1052_output_and_/encoder.3/dconv/layers.0/layers.0.0/Conv
Reformatting CopyNode for Input Tensor 0 to /encoder.3/dconv/layers.0/layers.0.0/Conv
/encoder.3/dconv/layers.0/layers.0.0/Conv
shuffle_after_/encoder.3/dconv/layers.0/layers.0.0/Conv_output
shuffle_between_ONNXTRT_unsqueezeTensor_960_output_and_/tencoder.3/dconv/layers.0/layers.0.0/Conv
Reformatting CopyNode for Input Tensor 0 to /tencoder.3/dconv/layers.0/layers.0.0/Conv
/tencoder.3/dconv/layers.0/layers.0.0/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tencoder.3/dconv/layers.0/layers.0.0/Conv_output
shuffle_after_/tencoder.3/dconv/layers.0/layers.0.0/Conv_output
Reformatting CopyNode for Input Tensor 0 to {ForeignNode[/tencoder.3/dconv/layers.0/layers.0.1/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_965...ONNXTRT_unsqueezeTensor_980]}
Reformatting CopyNode for Input Tensor 1 to {ForeignNode[/tencoder.3/dconv/layers.0/layers.0.1/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_965...ONNXTRT_unsqueezeTensor_980]}
__myl_ReshCastMeanSubMulMean_myl269_0
__myl_AddSqrtDivMulCastAddReshMulAdd_myl269_1
__myl_DivCastErfCastAddMulMul_myl269_2
__myl_Move_myl269_3
__myl_ReshCastMean_myl269_4
__myl_Move_myl269_5
__myl_SubMulAddSqrtDivMulCastAddReshMulAddMean_myl269_6
__myl_DivCastErfCastAddMulMul_myl269_7
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_980_output_and_/tencoder.3/dconv/layers.0/layers.0.3/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_980_output_and_/tencoder.3/dconv/layers.0/layers.0.3/Conv
/tencoder.3/dconv/layers.0/layers.0.3/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tencoder.3/dconv/layers.0/layers.0.3/Conv_output
shuffle_after_/tencoder.3/dconv/layers.0/layers.0.3/Conv_output
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_1072_output_and_/encoder.3/dconv/layers.0/layers.0.3/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_1072_output_and_/encoder.3/dconv/layers.0/layers.0.3/Conv
/encoder.3/dconv/layers.0/layers.0.3/Conv
shuffle_after_/encoder.3/dconv/layers.0/layers.0.3/Conv_output
Reformatting CopyNode for Input Tensor 1 to {ForeignNode[/tencoder.3/dconv/layers.0/layers.0.4/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_985...ONNXTRT_unsqueezeTensor_999]}
__myl_Move_myl280_0
__myl_Move_myl280_1
__myl_ReshCastSubMulMeanMean_myl280_2
__mye8837_myl280_3
__mye8839_myl280_4
__myl_AddSqrtDivMulCastAddReshMulAddSlicSigmSlicMulMulAddResh_myl280_5
__myl_Move_myl280_6
__myl_ReshCastMean_myl280_7
__myl_Move_myl280_8
__myl_SubMulMean_myl280_9
__myl_AddSqrtDivMulCastAddReshMulAddSlicSigmSlicMulMulAddResh_myl280_10
exit^bb^signal^1_myl280_11
exit^bb^wait^1_myl280_12
shuffle_between_ONNXTRT_unsqueezeTensor_999_output_and_/tencoder.3/dconv/layers.1/layers.1.0/Conv
Reformatting CopyNode for Input Tensor 0 to /tencoder.3/dconv/layers.1/layers.1.0/Conv
/tencoder.3/dconv/layers.1/layers.1.0/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tencoder.3/dconv/layers.1/layers.1.0/Conv_output
shuffle_after_/tencoder.3/dconv/layers.1/layers.1.0/Conv_output
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_1091_output_and_/encoder.3/dconv/layers.1/layers.1.0/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_1091_output_and_/encoder.3/dconv/layers.1/layers.1.0/Conv
Reformatting CopyNode for Input Tensor 0 to /encoder.3/dconv/layers.1/layers.1.0/Conv
/encoder.3/dconv/layers.1/layers.1.0/Conv
shuffle_after_/encoder.3/dconv/layers.1/layers.1.0/Conv_output
Reformatting CopyNode for Input Tensor 1 to {ForeignNode[/tencoder.3/dconv/layers.1/layers.1.1/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_1004...ONNXTRT_unsqueezeTensor_1019]}
__myl_ReshMeanSubMulMean_myl292_0
__myl_AddSqrtDivMulAddReshMulAdd_myl292_1
__myl_DivErfAddMulMul_myl292_2
__myl_Move_myl292_3
__myl_ReshMean_myl292_4
__myl_Move_myl292_5
__myl_SubMulAddSqrtDivMulAddReshMulAddMean_myl292_6
__myl_DivErfAddMulMul_myl292_7
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_1019_output_and_/tencoder.3/dconv/layers.1/layers.1.3/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_1019_output_and_/tencoder.3/dconv/layers.1/layers.1.3/Conv
Reformatting CopyNode for Input Tensor 0 to /tencoder.3/dconv/layers.1/layers.1.3/Conv
/tencoder.3/dconv/layers.1/layers.1.3/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tencoder.3/dconv/layers.1/layers.1.3/Conv_output
shuffle_after_/tencoder.3/dconv/layers.1/layers.1.3/Conv_output
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_1111_output_and_/encoder.3/dconv/layers.1/layers.1.3/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_1111_output_and_/encoder.3/dconv/layers.1/layers.1.3/Conv
/encoder.3/dconv/layers.1/layers.1.3/Conv
shuffle_after_/encoder.3/dconv/layers.1/layers.1.3/Conv_output
Reformatting CopyNode for Input Tensor 1 to {ForeignNode[/tencoder.3/dconv/layers.1/layers.1.4/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_1024...ONNXTRT_unsqueezeTensor_1038]}
__myl_Move_myl304_0
__myl_Move_myl304_1
__myl_ReshCastSubMulMeanMean_myl304_2
__mye8946_myl304_3
__mye8948_myl304_4
__myl_AddSqrtDivMulCastAddReshMulAddSlicSigmSlicMulMulAddReshTran_myl304_5
__myl_Move_myl304_6
__myl_ReshCastMean_myl304_7
__myl_Move_myl304_8
__myl_SubMulMean_myl304_9
__myl_AddSqrtDivMulCastAddReshMulAddSlicSigmSlicMulMulAdd_myl304_10
exit^bb^signal^1_myl304_11
exit^bb^wait^1_myl304_12
shuffle_between_ONNXTRT_unsqueezeTensor_1038_output_and_/tencoder.3/rewrite/Conv
Reformatting CopyNode for Input Tensor 0 to /tencoder.3/rewrite/Conv
/tencoder.3/rewrite/Conv
shuffle_after_/tencoder.3/rewrite/Conv_output
Reformatting CopyNode for Input Tensor 0 to /encoder.3/rewrite/Conv
/encoder.3/rewrite/Conv
__myl_Repl_myl311_0
__myl_IotaCastSlicReshReplReshIotaCastReshReplReshIotaCastReshReplReshConcCastSlicReshReplReshEtc_myl311_1
__myl_CastAddReshMulSinTranReshReplScat_myl311_2
__myl_CosTranReshReplScat_myl311_3
__myl_CastAddReshMulSinTranReshReplScat_myl311_4
__myl_CosTranReshReplScat_myl311_5
__myl_ReshTranReshSlicSlicSigmMulTranReshMoveCastMeanSubMulMeanAddSqrtDivMulCastMulAddAddCastMeanEtc_myl311_6
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/crosstransformer/layers_t.0/self_attn/MatMul_myl311_26
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/crosstransformer/layers.3/linear2/MatMul_myl311_103
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Reformatting CopyNode for Output Tensor 0 to /decoder.0/rewrite/Conv
PWN(PWN(/decoder.0/Sigmoid), PWN(/decoder.0/Mul))
Reformatting CopyNode for Input Tensor 0 to /decoder.0/Transpose + /decoder.0/Reshape
/decoder.0/Transpose + /decoder.0/Reshape
Reformatting CopyNode for Output Tensor 0 to /decoder.0/Transpose + /decoder.0/Reshape
ONNXTRT_unsqueezeTensor_4580
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_4580_output_and_/decoder.0/dconv/layers.0/layers.0.0/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_4580_output_and_/decoder.0/dconv/layers.0/layers.0.0/Conv
Reformatting CopyNode for Input Tensor 0 to /decoder.0/dconv/layers.0/layers.0.0/Conv
/decoder.0/dconv/layers.0/layers.0.0/Conv
shuffle_after_/decoder.0/dconv/layers.0/layers.0.0/Conv_output
Reformatting CopyNode for Input Tensor 0 to {ForeignNode[/crosstransformer/layers_t.3/cross_attn/Cast_2...ONNXTRT_unsqueezeTensor_4600]}
Reformatting CopyNode for Input Tensor 1 to {ForeignNode[/crosstransformer/layers_t.3/cross_attn/Cast_2...ONNXTRT_unsqueezeTensor_4600]}
Reformatting CopyNode for Input Tensor 2 to {ForeignNode[/crosstransformer/layers_t.3/cross_attn/Cast_2...ONNXTRT_unsqueezeTensor_4600]}
Reformatting CopyNode for Input Tensor 3 to {ForeignNode[/crosstransformer/layers_t.3/cross_attn/Cast_2...ONNXTRT_unsqueezeTensor_4600]}
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Reformatting CopyNode for Input Tensor 0 to /tdecoder.0/rewrite/Conv
/tdecoder.0/rewrite/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tdecoder.0/rewrite/Conv_output
shuffle_after_/tdecoder.0/rewrite/Conv_output
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Reformatting CopyNode for Input Tensor 0 to /tdecoder.0/dconv/layers.0/layers.0.0/Conv
/tdecoder.0/dconv/layers.0/layers.0.0/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tdecoder.0/dconv/layers.0/layers.0.0/Conv_output
shuffle_after_/tdecoder.0/dconv/layers.0/layers.0.0/Conv_output
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_4600_output_and_/decoder.0/dconv/layers.0/layers.0.3/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_4600_output_and_/decoder.0/dconv/layers.0/layers.0.3/Conv
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shuffle_after_/decoder.0/dconv/layers.0/layers.0.3/Conv_output
Reformatting CopyNode for Input Tensor 0 to {ForeignNode[/tdecoder.0/dconv/layers.0/layers.0.1/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_4710...ONNXTRT_unsqueezeTensor_4619]}
Reformatting CopyNode for Input Tensor 1 to {ForeignNode[/tdecoder.0/dconv/layers.0/layers.0.1/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_4710...ONNXTRT_unsqueezeTensor_4619]}
__myl_Move_myl349_0
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__myl_AddSqrtDivMulCastAddReshMulAddSlicSigmSlicMulMulAddResh_myl349_8
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_4725_output_and_/tdecoder.0/dconv/layers.0/layers.0.3/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_4725_output_and_/tdecoder.0/dconv/layers.0/layers.0.3/Conv
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Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tdecoder.0/dconv/layers.0/layers.0.3/Conv_output
shuffle_after_/tdecoder.0/dconv/layers.0/layers.0.3/Conv_output
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_4619_output_and_/decoder.0/dconv/layers.1/layers.1.0/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_4619_output_and_/decoder.0/dconv/layers.1/layers.1.0/Conv
Reformatting CopyNode for Input Tensor 0 to /decoder.0/dconv/layers.1/layers.1.0/Conv
/decoder.0/dconv/layers.1/layers.1.0/Conv
shuffle_after_/decoder.0/dconv/layers.1/layers.1.0/Conv_output
Reformatting CopyNode for Input Tensor 2 to {ForeignNode[/tdecoder.0/dconv/layers.0/layers.0.4/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_4730...ONNXTRT_unsqueezeTensor_4639]}
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Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_4744_output_and_/tdecoder.0/dconv/layers.1/layers.1.0/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_4744_output_and_/tdecoder.0/dconv/layers.1/layers.1.0/Conv
Reformatting CopyNode for Input Tensor 0 to /tdecoder.0/dconv/layers.1/layers.1.0/Conv
/tdecoder.0/dconv/layers.1/layers.1.0/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tdecoder.0/dconv/layers.1/layers.1.0/Conv_output
shuffle_after_/tdecoder.0/dconv/layers.1/layers.1.0/Conv_output
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_4639_output_and_/decoder.0/dconv/layers.1/layers.1.3/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_4639_output_and_/decoder.0/dconv/layers.1/layers.1.3/Conv
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shuffle_after_/decoder.0/dconv/layers.1/layers.1.3/Conv_output
Reformatting CopyNode for Input Tensor 0 to {ForeignNode[/tdecoder.0/dconv/layers.1/layers.1.1/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_4749.../decoder.0/Reshape_1 + /decoder.0/Transpose_1]}
Reformatting CopyNode for Input Tensor 1 to {ForeignNode[/tdecoder.0/dconv/layers.1/layers.1.1/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_4749.../decoder.0/Reshape_1 + /decoder.0/Transpose_1]}
__myl_Move_myl374_0
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__myl_Move_myl374_6
__myl_ReshCastSubMulMeanMean_myl374_7
__myl_AddSqrtDivMulCastAddReshMulAddSlicSigmSlicMulMulAddReshTran_myl374_8
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_4764_output_and_/tdecoder.0/dconv/layers.1/layers.1.3/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_4764_output_and_/tdecoder.0/dconv/layers.1/layers.1.3/Conv
/tdecoder.0/dconv/layers.1/layers.1.3/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tdecoder.0/dconv/layers.1/layers.1.3/Conv_output
shuffle_after_/tdecoder.0/dconv/layers.1/layers.1.3/Conv_output
Reformatting CopyNode for Input Tensor 0 to /decoder.0/conv_tr/ConvTranspose
/decoder.0/conv_tr/ConvTranspose
Reformatting CopyNode for Input Tensor 0 to PWN(PWN(PWN(PWN(PWN(PWN(/decoder.0/Constant_9_output_0 + ONNXTRT_Broadcast_4692, PWN(/decoder.0/Div)), PWN(/decoder.0/Erf)), /decoder.0/Constant_10_output_0 + ONNXTRT_Broadcast_4694 + /decoder.0/Add_1), PWN(/decoder.0/Mul_1)), /decoder.0/Constant_11_output_0 + ONNXTRT_Broadcast_4696 + /decoder.0/Mul_2), PWN(/decoder.1/Add))
PWN(PWN(PWN(PWN(PWN(PWN(/decoder.0/Constant_9_output_0 + ONNXTRT_Broadcast_4692, PWN(/decoder.0/Div)), PWN(/decoder.0/Erf)), /decoder.0/Constant_10_output_0 + ONNXTRT_Broadcast_4694 + /decoder.0/Add_1), PWN(/decoder.0/Mul_1)), /decoder.0/Constant_11_output_0 + ONNXTRT_Broadcast_4696 + /decoder.0/Mul_2), PWN(/decoder.1/Add))
Reformatting CopyNode for Input Tensor 0 to /decoder.1/rewrite/Conv
/decoder.1/rewrite/Conv
Reformatting CopyNode for Output Tensor 0 to /decoder.1/rewrite/Conv
PWN(PWN(/decoder.1/Sigmoid), PWN(/decoder.1/Mul))
/decoder.1/Transpose + /decoder.1/Reshape
Reformatting CopyNode for Output Tensor 0 to /decoder.1/Transpose + /decoder.1/Reshape
Reformatting CopyNode for Input Tensor 0 to ONNXTRT_unsqueezeTensor_4830
ONNXTRT_unsqueezeTensor_4830
shuffle_between_ONNXTRT_unsqueezeTensor_4830_output_and_/decoder.1/dconv/layers.0/layers.0.0/Conv
Reformatting CopyNode for Input Tensor 0 to /decoder.1/dconv/layers.0/layers.0.0/Conv
/decoder.1/dconv/layers.0/layers.0.0/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/decoder.1/dconv/layers.0/layers.0.0/Conv_output
shuffle_after_/decoder.1/dconv/layers.0/layers.0.0/Conv_output
__myl_Move_myl397_0
__myl_ReshMean_myl397_1
__myl_Move_myl397_2
__myl_SubMulMean_myl397_3
__myl_AddSqrtDivMulAddReshMulAddSlicSigmSlicMulMulAdd_myl397_4
__myl_ReshMeanSubMulMeanAddSqrtDivMulAddReshMulAdd_myl397_5
__myl_DivErfAddMulMul_myl397_6
Reformatting CopyNode for Input Tensor 0 to /tdecoder.0/conv_tr/ConvTranspose
/tdecoder.0/conv_tr/ConvTranspose
Reformatting CopyNode for Input Tensor 0 to ONNXTRT_squeezeTensor_4785
ONNXTRT_squeezeTensor_4785
Reformatting CopyNode for Input Tensor 0 to PWN(PWN(PWN(PWN(PWN(PWN(/tdecoder.0/Constant_5_output_0 + ONNXTRT_Broadcast_4820, PWN(/tdecoder.0/Div)), PWN(/tdecoder.0/Erf)), PWN(/tdecoder.0/Constant_6_output_0 + ONNXTRT_Broadcast_4822, PWN(/tdecoder.0/Add_2))), PWN(/tdecoder.0/Mul_1)), PWN(/tdecoder.0/Constant_7_output_0 + ONNXTRT_Broadcast_4824, PWN(/tdecoder.0/Mul_2))), PWN(/tdecoder.1/Add))
PWN(PWN(PWN(PWN(PWN(PWN(/tdecoder.0/Constant_5_output_0 + ONNXTRT_Broadcast_4820, PWN(/tdecoder.0/Div)), PWN(/tdecoder.0/Erf)), PWN(/tdecoder.0/Constant_6_output_0 + ONNXTRT_Broadcast_4822, PWN(/tdecoder.0/Add_2))), PWN(/tdecoder.0/Mul_1)), PWN(/tdecoder.0/Constant_7_output_0 + ONNXTRT_Broadcast_4824, PWN(/tdecoder.0/Mul_2))), PWN(/tdecoder.1/Add))
ONNXTRT_unsqueezeTensor_4948
shuffle_between_ONNXTRT_unsqueezeTensor_4948_output_and_/tdecoder.1/rewrite/Conv
Reformatting CopyNode for Input Tensor 0 to /tdecoder.1/rewrite/Conv
/tdecoder.1/rewrite/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tdecoder.1/rewrite/Conv_output
shuffle_after_/tdecoder.1/rewrite/Conv_output
ONNXTRT_squeezeTensor_4950
PWN(PWN(/tdecoder.1/Sigmoid), PWN(/tdecoder.1/Mul))
ONNXTRT_unsqueezeTensor_4955
shuffle_between_ONNXTRT_unsqueezeTensor_4955_output_and_/tdecoder.1/dconv/layers.0/layers.0.0/Conv
Reformatting CopyNode for Input Tensor 0 to /tdecoder.1/dconv/layers.0/layers.0.0/Conv
/tdecoder.1/dconv/layers.0/layers.0.0/Conv
shuffle_after_/tdecoder.1/dconv/layers.0/layers.0.0/Conv_output
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_4850_output_and_/decoder.1/dconv/layers.0/layers.0.3/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_4850_output_and_/decoder.1/dconv/layers.0/layers.0.3/Conv
/decoder.1/dconv/layers.0/layers.0.3/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/decoder.1/dconv/layers.0/layers.0.3/Conv_output
shuffle_after_/decoder.1/dconv/layers.0/layers.0.3/Conv_output
Reformatting CopyNode for Input Tensor 0 to {ForeignNode[/tdecoder.1/dconv/layers.0/layers.0.1/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_4960...ONNXTRT_unsqueezeTensor_4869]}
Reformatting CopyNode for Input Tensor 2 to {ForeignNode[/tdecoder.1/dconv/layers.0/layers.0.1/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_4960...ONNXTRT_unsqueezeTensor_4869]}
__myl_Move_myl424_0
__myl_ReshCastMean_myl424_1
__myl_Move_myl424_2
__myl_SubMulAddSqrtDivMulCastAddReshMulAddMean_myl424_3
__myl_DivCastErfCastAddMulMul_myl424_4
__myl_Move_myl424_5
__myl_Move_myl424_6
__myl_ReshCastSubMulMeanMean_myl424_7
__myl_AddSqrtDivMulCastAddReshMulAddSlicSigmSlicMulMulAddResh_myl424_8
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_4975_output_and_/tdecoder.1/dconv/layers.0/layers.0.3/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_4975_output_and_/tdecoder.1/dconv/layers.0/layers.0.3/Conv
Reformatting CopyNode for Input Tensor 0 to /tdecoder.1/dconv/layers.0/layers.0.3/Conv
/tdecoder.1/dconv/layers.0/layers.0.3/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tdecoder.1/dconv/layers.0/layers.0.3/Conv_output
shuffle_after_/tdecoder.1/dconv/layers.0/layers.0.3/Conv_output
shuffle_between_ONNXTRT_unsqueezeTensor_4869_output_and_/decoder.1/dconv/layers.1/layers.1.0/Conv
Reformatting CopyNode for Input Tensor 0 to /decoder.1/dconv/layers.1/layers.1.0/Conv
/decoder.1/dconv/layers.1/layers.1.0/Conv
shuffle_after_/decoder.1/dconv/layers.1/layers.1.0/Conv_output
Reformatting CopyNode for Input Tensor 2 to {ForeignNode[/tdecoder.1/dconv/layers.0/layers.0.4/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_4980...ONNXTRT_unsqueezeTensor_4889]}
__myl_Move_myl436_0
__myl_ReshCastMean_myl436_1
__myl_Move_myl436_2
__myl_SubMulMean_myl436_3
__myl_AddSqrtDivMulCastAddReshMulAddSlicSigmSlicMulMulAddResh_myl436_4
__myl_ReshCastMeanSubMulMeanAddSqrtDivMulCastAddReshMulAdd_myl436_5
__myl_DivCastErfCastAddMulMul_myl436_6
shuffle_between_ONNXTRT_unsqueezeTensor_4994_output_and_/tdecoder.1/dconv/layers.1/layers.1.0/Conv
Reformatting CopyNode for Input Tensor 0 to /tdecoder.1/dconv/layers.1/layers.1.0/Conv
/tdecoder.1/dconv/layers.1/layers.1.0/Conv
shuffle_after_/tdecoder.1/dconv/layers.1/layers.1.0/Conv_output
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_4889_output_and_/decoder.1/dconv/layers.1/layers.1.3/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_4889_output_and_/decoder.1/dconv/layers.1/layers.1.3/Conv
/decoder.1/dconv/layers.1/layers.1.3/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/decoder.1/dconv/layers.1/layers.1.3/Conv_output
shuffle_after_/decoder.1/dconv/layers.1/layers.1.3/Conv_output
Reformatting CopyNode for Input Tensor 0 to {ForeignNode[/tdecoder.1/dconv/layers.1/layers.1.1/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_4999.../decoder.1/Reshape_1 + /decoder.1/Transpose_1]}
__myl_Move_myl447_0
__myl_ReshCastMean_myl447_1
__myl_Move_myl447_2
__myl_SubMulAddSqrtDivMulCastAddReshMulAddMean_myl447_3
__myl_DivCastErfCastAddMulMul_myl447_4
__myl_Move_myl447_5
__myl_Move_myl447_6
__myl_ReshCastSubMulMeanMean_myl447_7
__myl_AddSqrtDivMulCastAddReshMulAddSlicSigmSlicMulMulAddReshTran_myl447_8
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_5014_output_and_/tdecoder.1/dconv/layers.1/layers.1.3/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_5014_output_and_/tdecoder.1/dconv/layers.1/layers.1.3/Conv
Reformatting CopyNode for Input Tensor 0 to /tdecoder.1/dconv/layers.1/layers.1.3/Conv
/tdecoder.1/dconv/layers.1/layers.1.3/Conv
shuffle_after_/tdecoder.1/dconv/layers.1/layers.1.3/Conv_output
Reformatting CopyNode for Input Tensor 0 to /decoder.1/conv_tr/ConvTranspose
/decoder.1/conv_tr/ConvTranspose
Reformatting CopyNode for Input Tensor 1 to PWN(PWN(PWN(PWN(PWN(PWN(/decoder.1/Constant_9_output_0 + ONNXTRT_Broadcast_4942, PWN(/decoder.1/Div)), PWN(/decoder.1/Erf)), /decoder.1/Constant_10_output_0 + ONNXTRT_Broadcast_4944 + /decoder.1/Add_1), PWN(/decoder.1/Mul_1)), /decoder.1/Constant_11_output_0 + ONNXTRT_Broadcast_4946 + /decoder.1/Mul_2), PWN(/decoder.2/Add))
PWN(PWN(PWN(PWN(PWN(PWN(/decoder.1/Constant_9_output_0 + ONNXTRT_Broadcast_4942, PWN(/decoder.1/Div)), PWN(/decoder.1/Erf)), /decoder.1/Constant_10_output_0 + ONNXTRT_Broadcast_4944 + /decoder.1/Add_1), PWN(/decoder.1/Mul_1)), /decoder.1/Constant_11_output_0 + ONNXTRT_Broadcast_4946 + /decoder.1/Mul_2), PWN(/decoder.2/Add))
/decoder.2/rewrite/Conv
PWN(PWN(/decoder.2/Sigmoid), PWN(/decoder.2/Mul))
/decoder.2/Transpose + /decoder.2/Reshape
Reformatting CopyNode for Output Tensor 0 to /decoder.2/Transpose + /decoder.2/Reshape
ONNXTRT_unsqueezeTensor_5080
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_5080_output_and_/decoder.2/dconv/layers.0/layers.0.0/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_5080_output_and_/decoder.2/dconv/layers.0/layers.0.0/Conv
Reformatting CopyNode for Input Tensor 0 to /decoder.2/dconv/layers.0/layers.0.0/Conv
/decoder.2/dconv/layers.0/layers.0.0/Conv
shuffle_after_/decoder.2/dconv/layers.0/layers.0.0/Conv_output
Reformatting CopyNode for Input Tensor 1 to {ForeignNode[/tdecoder.1/dconv/layers.1/layers.1.4/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_5019...ONNXTRT_unsqueezeTensor_5100]}
__myl_Move_myl468_0
__myl_ReshCastMean_myl468_1
__myl_Move_myl468_2
__myl_SubMulMean_myl468_3
__myl_AddSqrtDivMulCastAddReshMulAddSlicSigmSlicMulMulCastAddResh_myl468_4
__myl_ReshCastMeanSubMulMeanAddSqrtDivMulCastAddReshMulAddDivCastErfCastAddMulMulResh_myl468_5
/tdecoder.1/conv_tr/ConvTranspose
Reformatting CopyNode for Input Tensor 0 to ONNXTRT_squeezeTensor_5035
ONNXTRT_squeezeTensor_5035
PWN(PWN(PWN(PWN(PWN(PWN(/tdecoder.1/Constant_5_output_0 + ONNXTRT_Broadcast_5070, PWN(/tdecoder.1/Div)), PWN(/tdecoder.1/Erf)), PWN(/tdecoder.1/Constant_6_output_0 + ONNXTRT_Broadcast_5072, PWN(/tdecoder.1/Add_2))), PWN(/tdecoder.1/Mul_1)), PWN(/tdecoder.1/Constant_7_output_0 + ONNXTRT_Broadcast_5074, PWN(/tdecoder.1/Mul_2))), PWN(/tdecoder.2/Add))
ONNXTRT_unsqueezeTensor_5198
shuffle_between_ONNXTRT_unsqueezeTensor_5198_output_and_/tdecoder.2/rewrite/Conv
Reformatting CopyNode for Input Tensor 0 to /tdecoder.2/rewrite/Conv
/tdecoder.2/rewrite/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tdecoder.2/rewrite/Conv_output
shuffle_after_/tdecoder.2/rewrite/Conv_output
ONNXTRT_squeezeTensor_5200
Reformatting CopyNode for Input Tensor 0 to PWN(PWN(/tdecoder.2/Sigmoid), PWN(/tdecoder.2/Mul))
Reformatting CopyNode for Input Tensor 1 to PWN(PWN(/tdecoder.2/Sigmoid), PWN(/tdecoder.2/Mul))
PWN(PWN(/tdecoder.2/Sigmoid), PWN(/tdecoder.2/Mul))
ONNXTRT_unsqueezeTensor_5205
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_5205_output_and_/tdecoder.2/dconv/layers.0/layers.0.0/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_5205_output_and_/tdecoder.2/dconv/layers.0/layers.0.0/Conv
Reformatting CopyNode for Input Tensor 0 to /tdecoder.2/dconv/layers.0/layers.0.0/Conv
/tdecoder.2/dconv/layers.0/layers.0.0/Conv
shuffle_after_/tdecoder.2/dconv/layers.0/layers.0.0/Conv_output
shuffle_between_ONNXTRT_unsqueezeTensor_5100_output_and_/decoder.2/dconv/layers.0/layers.0.3/Conv
/decoder.2/dconv/layers.0/layers.0.3/Conv
shuffle_after_/decoder.2/dconv/layers.0/layers.0.3/Conv_output
__myl_Move_myl492_0
__myl_ReshCastMean_myl492_1
__myl_Move_myl492_2
__myl_SubMulAddSqrtDivMulCastAddReshMulAddDivCastErfCastAddMulMulReshMean_myl492_3
__myl_Move_myl492_4
__myl_Move_myl492_5
__myl_ReshCastSubMulMeanMean_myl492_6
__myl_AddSqrtDivMulCastAddReshMulAddSlicSigmSlicMulMulCastAddReshCast_myl492_7
shuffle_between_ONNXTRT_unsqueezeTensor_5225_output_and_/tdecoder.2/dconv/layers.0/layers.0.3/Conv
Reformatting CopyNode for Input Tensor 0 to /tdecoder.2/dconv/layers.0/layers.0.3/Conv
/tdecoder.2/dconv/layers.0/layers.0.3/Conv
shuffle_after_/tdecoder.2/dconv/layers.0/layers.0.3/Conv_output
shuffle_between_ONNXTRT_unsqueezeTensor_5119_output_and_/decoder.2/dconv/layers.1/layers.1.0/Conv
/decoder.2/dconv/layers.1/layers.1.0/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/decoder.2/dconv/layers.1/layers.1.0/Conv_output
shuffle_after_/decoder.2/dconv/layers.1/layers.1.0/Conv_output
__myl_Move_myl501_0
__myl_ReshMean_myl501_1
__myl_Move_myl501_2
__myl_SubMulMean_myl501_3
__myl_AddSqrtDivMulAddReshMulAddSlicSigmSlicMulMulAddResh_myl501_4
__myl_ReshMeanSubMulMeanAddSqrtDivMulAddReshMulAdd_myl501_5
__myl_DivErfAddMulMul_myl501_6
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_5244_output_and_/tdecoder.2/dconv/layers.1/layers.1.0/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_5244_output_and_/tdecoder.2/dconv/layers.1/layers.1.0/Conv
Reformatting CopyNode for Input Tensor 0 to /tdecoder.2/dconv/layers.1/layers.1.0/Conv
/tdecoder.2/dconv/layers.1/layers.1.0/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tdecoder.2/dconv/layers.1/layers.1.0/Conv_output
shuffle_after_/tdecoder.2/dconv/layers.1/layers.1.0/Conv_output
shuffle_between_ONNXTRT_unsqueezeTensor_5139_output_and_/decoder.2/dconv/layers.1/layers.1.3/Conv
/decoder.2/dconv/layers.1/layers.1.3/Conv
shuffle_after_/decoder.2/dconv/layers.1/layers.1.3/Conv_output
__myl_Move_myl511_0
__myl_ReshMean_myl511_1
__myl_Move_myl511_2
__myl_SubMulAddSqrtDivMulAddReshMulAddMean_myl511_3
__myl_DivErfAddMulMul_myl511_4
__myl_Move_myl511_5
__myl_Move_myl511_6
__myl_ReshSubMulMeanMean_myl511_7
__myl_AddSqrtDivMulAddReshMulAddSlicSigmSlicMulMulAddReshTran_myl511_8
shuffle_between_ONNXTRT_unsqueezeTensor_5264_output_and_/tdecoder.2/dconv/layers.1/layers.1.3/Conv
/tdecoder.2/dconv/layers.1/layers.1.3/Conv
shuffle_after_/tdecoder.2/dconv/layers.1/layers.1.3/Conv_output
Reformatting CopyNode for Input Tensor 0 to /decoder.2/conv_tr/ConvTranspose
/decoder.2/conv_tr/ConvTranspose
Reformatting CopyNode for Input Tensor 1 to PWN(PWN(PWN(PWN(PWN(PWN(/decoder.2/Constant_9_output_0 + ONNXTRT_Broadcast_5192, PWN(/decoder.2/Div)), PWN(/decoder.2/Erf)), /decoder.2/Constant_10_output_0 + ONNXTRT_Broadcast_5194 + /decoder.2/Add_1), PWN(/decoder.2/Mul_1)), /decoder.2/Constant_11_output_0 + ONNXTRT_Broadcast_5196 + /decoder.2/Mul_2), PWN(/decoder.3/Add))
PWN(PWN(PWN(PWN(PWN(PWN(/decoder.2/Constant_9_output_0 + ONNXTRT_Broadcast_5192, PWN(/decoder.2/Div)), PWN(/decoder.2/Erf)), /decoder.2/Constant_10_output_0 + ONNXTRT_Broadcast_5194 + /decoder.2/Add_1), PWN(/decoder.2/Mul_1)), /decoder.2/Constant_11_output_0 + ONNXTRT_Broadcast_5196 + /decoder.2/Mul_2), PWN(/decoder.3/Add))
/decoder.3/rewrite/Conv
Reformatting CopyNode for Output Tensor 0 to /decoder.3/rewrite/Conv
PWN(PWN(/decoder.3/Sigmoid), PWN(/decoder.3/Mul))
Reformatting CopyNode for Input Tensor 0 to /decoder.3/Transpose + /decoder.3/Reshape
/decoder.3/Transpose + /decoder.3/Reshape
ONNXTRT_unsqueezeTensor_5330
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_5330_output_and_/decoder.3/dconv/layers.0/layers.0.0/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_5330_output_and_/decoder.3/dconv/layers.0/layers.0.0/Conv
/decoder.3/dconv/layers.0/layers.0.0/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/decoder.3/dconv/layers.0/layers.0.0/Conv_output
shuffle_after_/decoder.3/dconv/layers.0/layers.0.0/Conv_output
entry^bb^signal^1_myl530_0
entry^bb^wait^1_myl530_1
__myl_Move_myl530_2
__myl_ReshMean_myl530_3
__myl_Move_myl530_4
__myl_SubMulMean_myl530_5
__myl_AddSqrtDivMulAddReshMulAddSlicSigmSlicMulMulAdd_myl530_6
__myl_ReshMeanSubMulMeanAddSqrtDivMulAddReshMulAdd_myl530_7
__myl_DivErfAddMulMul_myl530_8
exit^bb^signal^1_myl530_9
exit^bb^wait^1_myl530_10
Reformatting CopyNode for Input Tensor 0 to /tdecoder.2/conv_tr/ConvTranspose
/tdecoder.2/conv_tr/ConvTranspose
Reformatting CopyNode for Input Tensor 0 to ONNXTRT_squeezeTensor_5285
ONNXTRT_squeezeTensor_5285
PWN(PWN(PWN(PWN(PWN(PWN(/tdecoder.2/Constant_4_output_0 + ONNXTRT_Broadcast_5320, PWN(/tdecoder.2/Div)), PWN(/tdecoder.2/Erf)), PWN(/tdecoder.2/Constant_5_output_0 + ONNXTRT_Broadcast_5322, PWN(/tdecoder.2/Add_1))), PWN(/tdecoder.2/Mul_1)), PWN(/tdecoder.2/Constant_6_output_0 + ONNXTRT_Broadcast_5324, PWN(/tdecoder.2/Mul_2))), PWN(/tdecoder.3/Add))
ONNXTRT_unsqueezeTensor_5442
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_5442_output_and_/tdecoder.3/rewrite/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_5442_output_and_/tdecoder.3/rewrite/Conv
Reformatting CopyNode for Input Tensor 0 to /tdecoder.3/rewrite/Conv
/tdecoder.3/rewrite/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tdecoder.3/rewrite/Conv_output
shuffle_after_/tdecoder.3/rewrite/Conv_output
ONNXTRT_squeezeTensor_5444
PWN(PWN(/tdecoder.3/Sigmoid), PWN(/tdecoder.3/Mul))
ONNXTRT_unsqueezeTensor_5449
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_5449_output_and_/tdecoder.3/dconv/layers.0/layers.0.0/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_5449_output_and_/tdecoder.3/dconv/layers.0/layers.0.0/Conv
Reformatting CopyNode for Input Tensor 0 to /tdecoder.3/dconv/layers.0/layers.0.0/Conv
/tdecoder.3/dconv/layers.0/layers.0.0/Conv
shuffle_after_/tdecoder.3/dconv/layers.0/layers.0.0/Conv_output
shuffle_between_ONNXTRT_unsqueezeTensor_5350_output_and_/decoder.3/dconv/layers.0/layers.0.3/Conv
Reformatting CopyNode for Input Tensor 0 to /decoder.3/dconv/layers.0/layers.0.3/Conv
/decoder.3/dconv/layers.0/layers.0.3/Conv
shuffle_after_/decoder.3/dconv/layers.0/layers.0.3/Conv_output
__myl_Move_myl555_0
__myl_ReshCastMean_myl555_1
__myl_Move_myl555_2
__myl_SubMulAddSqrtDivMulCastAddReshMulAddDivCastErfCastAddMulMulReshMean_myl555_3
__myl_ReshCastMeanSubMulMean_myl555_4
__myl_AddSqrtDivMulCastAddReshMulAddSlicSigmSlicMulMulCastAddReshCast_myl555_5
shuffle_between_ONNXTRT_unsqueezeTensor_5469_output_and_/tdecoder.3/dconv/layers.0/layers.0.3/Conv
/tdecoder.3/dconv/layers.0/layers.0.3/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tdecoder.3/dconv/layers.0/layers.0.3/Conv_output
shuffle_after_/tdecoder.3/dconv/layers.0/layers.0.3/Conv_output
shuffle_between_ONNXTRT_unsqueezeTensor_5369_output_and_/decoder.3/dconv/layers.1/layers.1.0/Conv
/decoder.3/dconv/layers.1/layers.1.0/Conv
shuffle_after_/decoder.3/dconv/layers.1/layers.1.0/Conv_output
Reformatting CopyNode for Input Tensor 2 to {ForeignNode[/tdecoder.3/dconv/layers.0/layers.0.4/Constant_1_output_0 + ONNXTRT_unsqueezeTensor_5474...ONNXTRT_unsqueezeTensor_5389]}
entry^bb^signal^1_myl564_0
entry^bb^wait^1_myl564_1
__myl_Move_myl564_2
__myl_ReshCastMean_myl564_3
__myl_Move_myl564_4
__myl_SubMulMean_myl564_5
__myl_AddSqrtDivMulCastAddReshMulAddSlicSigmSlicMulMulAddResh_myl564_6
__myl_ReshCastMeanSubMulMeanAddSqrtDivMulCastAddReshMulAdd_myl564_7
__myl_DivCastErfCastAddMulMul_myl564_8
exit^bb^signal^1_myl564_9
exit^bb^wait^1_myl564_10
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_5488_output_and_/tdecoder.3/dconv/layers.1/layers.1.0/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_5488_output_and_/tdecoder.3/dconv/layers.1/layers.1.0/Conv
Reformatting CopyNode for Input Tensor 0 to /tdecoder.3/dconv/layers.1/layers.1.0/Conv
/tdecoder.3/dconv/layers.1/layers.1.0/Conv
shuffle_after_/tdecoder.3/dconv/layers.1/layers.1.0/Conv_output
Reformatting CopyNode for Input Tensor 0 to shuffle_between_ONNXTRT_unsqueezeTensor_5389_output_and_/decoder.3/dconv/layers.1/layers.1.3/Conv
shuffle_between_ONNXTRT_unsqueezeTensor_5389_output_and_/decoder.3/dconv/layers.1/layers.1.3/Conv
/decoder.3/dconv/layers.1/layers.1.3/Conv
shuffle_after_/decoder.3/dconv/layers.1/layers.1.3/Conv_output
__myl_Move_myl574_0
__myl_ReshCastMean_myl574_1
__myl_Move_myl574_2
__myl_SubMulAddSqrtDivMulCastAddReshMulAddDivCastErfCastAddMulMulReshMean_myl574_3
__myl_ReshCastMeanSubMulMean_myl574_4
__myl_AddSqrtDivMulCastAddReshMulAddSlicSigmSlicMulMulCastAddReshTran_myl574_5
shuffle_between_ONNXTRT_unsqueezeTensor_5508_output_and_/tdecoder.3/dconv/layers.1/layers.1.3/Conv
/tdecoder.3/dconv/layers.1/layers.1.3/Conv
Reformatting CopyNode for Input Tensor 0 to shuffle_after_/tdecoder.3/dconv/layers.1/layers.1.3/Conv_output
shuffle_after_/tdecoder.3/dconv/layers.1/layers.1.3/Conv_output
/decoder.3/conv_tr/ConvTranspose
Reformatting CopyNode for Input Tensor 4 to {ForeignNode[/Constant_111_output_0...ONNXTRT_unsqueezeTensor_5697]}
__myl_Move_myl581_0
__myl_Move_myl581_1
__myl_ReshCastMean_myl581_2
__myl_Move_myl581_3
__myl_SubMulMean_myl581_4
__myl_AddSqrtDivMulCastAddReshMulAddSlicSigmSlicMulMulAdd_myl581_5
__myl_ReshReshSlicReshMulAdd_myl581_6
__myl_ReshTran_myl581_7
__myl_ReplReplConcReplReplConcReshSlicSlic_myl581_8
__mye14568_myl581_9
__mye14570_myl581_10
__myl_ReshReshGtrAddDivAtanMulMulAddSqrtLtAddAddSeleSeleSinMulCosMulConc_myl581_11
exit^bb^signal^1_myl581_12
exit^bb^wait^1_myl581_13
/ConstantOfShape_4_output_0 [empty tensor]
Reformatting CopyNode for Input Tensor 0 to /tdecoder.3/conv_tr/ConvTranspose
/tdecoder.3/conv_tr/ConvTranspose
Reformatting CopyNode for Input Tensor 0 to ONNXTRT_squeezeTensor_5529
ONNXTRT_squeezeTensor_5529
/Reshape_16_copy_input
/Reshape_16
/ConvTranspose
Reformatting CopyNode for Input Tensor 0 to ONNXTRT_squeezeTensor_5699
ONNXTRT_squeezeTensor_5699
Reformatting CopyNode for Input Tensor 1 to PWN(/Mul_9)
PWN(/Mul_9)
/ConstantOfShape_4_output_0 copy
/Squeeze_2 + /Reshape_15_copy_input
/Squeeze_2 + /Reshape_15
/Slice_11
__myl_ReshReshMulAddAdd_myl598_0
Bindings:
input
output
[02/18/2026-13:11:24] [I] Starting inference
[02/18/2026-13:11:27] [I] Warmup completed 1 queries over 200 ms
[02/18/2026-13:11:27] [I] Timing trace has 28 queries over 3.36833 s
[02/18/2026-13:11:27] [I]
[02/18/2026-13:11:27] [I] === Trace details ===
[02/18/2026-13:11:27] [I] Trace averages of 10 runs:
[02/18/2026-13:11:27] [I] Average on 10 runs - GPU latency: 120.136 ms - Host latency: 121.621 ms (enqueue 66.3113 ms)
[02/18/2026-13:11:27] [I] Average on 10 runs - GPU latency: 115.418 ms - Host latency: 116.907 ms (enqueue 69.3969 ms)
[02/18/2026-13:11:27] [I]
[02/18/2026-13:11:27] [I] === Performance summary ===
[02/18/2026-13:11:27] [I] Throughput: 8.31274 qps
[02/18/2026-13:11:27] [I] Latency: min = 114.152 ms, max = 133.617 ms, mean = 120.21 ms, median = 117.238 ms, percentile(90%) = 131.085 ms, percentile(95%) = 131.515 ms, percentile(99%) = 133.617 ms
[02/18/2026-13:11:27] [I] Enqueue Time: min = 11.5076 ms, max = 87.0873 ms, mean = 69.1293 ms, median = 68.7345 ms, percentile(90%) = 82.0427 ms, percentile(95%) = 82.4851 ms, percentile(99%) = 87.0873 ms
[02/18/2026-13:11:27] [I] H2D Latency: min = 0.227295 ms, max = 0.229492 ms, mean = 0.227559 ms, median = 0.227539 ms, percentile(90%) = 0.227798 ms, percentile(95%) = 0.228027 ms, percentile(99%) = 0.229492 ms
[02/18/2026-13:11:27] [I] GPU Compute Time: min = 112.668 ms, max = 132.132 ms, mean = 118.724 ms, median = 115.753 ms, percentile(90%) = 129.601 ms, percentile(95%) = 130.03 ms, percentile(99%) = 132.132 ms
[02/18/2026-13:11:27] [I] D2H Latency: min = 1.25732 ms, max = 1.27905 ms, mean = 1.25867 ms, median = 1.25745 ms, percentile(90%) = 1.2583 ms, percentile(95%) = 1.2688 ms, percentile(99%) = 1.27905 ms
[02/18/2026-13:11:27] [I] Total Host Walltime: 3.36833 s
[02/18/2026-13:11:27] [I] Total GPU Compute Time: 3.32427 s
[02/18/2026-13:11:27] [W] * GPU compute time is unstable, with coefficient of variance = 5.19667%.
[02/18/2026-13:11:27] [W] If not already in use, locking GPU clock frequency or adding --useSpinWait may improve the stability.
[02/18/2026-13:11:27] [I] Explanations of the performance metrics are printed in the verbose logs.
[02/18/2026-13:11:27] [I]
&&&& PASSED TensorRT.trtexec [TensorRT v101501] [b29] # C:\Program Files\NVIDIA GPU Computing Toolkit\TensorRT-10.15.1.29\bin\trtexec.exe --loadEngine=demucsv4_sm86_trt10.15.trt --dumpLayerInfo
(2026) PS A:\Projects\Demucs_v4_TRT\models>