From 416f6f1b35867983f1c42ce8191b25692cade567 Mon Sep 17 00:00:00 2001 From: Avi Lumelsky Date: Mon, 15 May 2023 11:27:32 +0300 Subject: [PATCH] Added Apple CoreML compilation tutorials for any SG model --- tutorials/SG_export_models_to_coreml.ipynb | 5871 ++++++++++++++++++++ 1 file changed, 5871 insertions(+) create mode 100644 tutorials/SG_export_models_to_coreml.ipynb diff --git a/tutorials/SG_export_models_to_coreml.ipynb b/tutorials/SG_export_models_to_coreml.ipynb new file mode 100644 index 0000000000..93d5c78b1e --- /dev/null +++ b/tutorials/SG_export_models_to_coreml.ipynb @@ -0,0 +1,5871 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "Gd1erdPjNwTo" + }, + "source": [ + "# Convert SG Models to CoreML" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "yMeIBtysNwTr", + "outputId": "d1e30177-88c5-431b-f4d4-4babb72cb89c" + }, + "outputs": [ + { + "output_type": 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sha256=a36fac7fd84b52aec07b0ff60ece3ec727046cb989efddb3c592ed696dacf25c\n", + " Stored in directory: /root/.cache/pip/wheels/e2/70/10/313be697f460d6024cfa94b7f0e22ffc1c53aab718fb4f42af\n", + " Building wheel for antlr4-python3-runtime (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + " Created wheel for antlr4-python3-runtime: filename=antlr4_python3_runtime-4.9.3-py3-none-any.whl size=144554 sha256=c39b2e3370a502824fc00a831fbe703820e1f86a89736a60c69eeebb9ec1928e\n", + " Stored in directory: /root/.cache/pip/wheels/12/93/dd/1f6a127edc45659556564c5730f6d4e300888f4bca2d4c5a88\n", + " Building wheel for stringcase (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + " Created wheel for stringcase: filename=stringcase-1.2.0-py3-none-any.whl size=3569 sha256=1fc1c450c554649532dfa6fec5b7eb9749d8939669857169b0290780797b8a60\n", + " Stored in directory: /root/.cache/pip/wheels/31/ba/22/1a2d952a9ce8aa86e42fda41e2c87fdaf20e238c88bf8df013\n", + "Successfully built pycocotools termcolor treelib coverage antlr4-python3-runtime stringcase\n", + "Installing collected packages: termcolor, stringcase, json-tricks, einops, antlr4-python3-runtime, treelib, rapidfuzz, pyparsing, pyDeprecate, pillow, onnx, omegaconf, nvidia-cuda-runtime-cu11, nvidia-cuda-nvrtc-cu11, nvidia-cublas-cu11, jmespath, humanfriendly, Deprecated, coverage, sphinx, nvidia-cudnn-cu11, hydra-core, coremltools, coloredlogs, botocore, torch, sphinxcontrib-jquery, s3transfer, pycocotools, onnxruntime, onnx-simplifier, torchvision, torchmetrics, sphinx-rtd-theme, boto3, super-gradients\n", + " Attempting uninstall: termcolor\n", + " Found existing installation: termcolor 2.3.0\n", + " Uninstalling termcolor-2.3.0:\n", + " Successfully uninstalled termcolor-2.3.0\n", + " Attempting uninstall: pyparsing\n", + " Found existing installation: pyparsing 3.0.9\n", + " Uninstalling pyparsing-3.0.9:\n", + " Successfully uninstalled pyparsing-3.0.9\n", + " Attempting uninstall: pillow\n", + " Found existing installation: Pillow 8.4.0\n", + " Uninstalling Pillow-8.4.0:\n", + " Successfully uninstalled Pillow-8.4.0\n", + " Attempting uninstall: sphinx\n", + " Found existing installation: Sphinx 3.5.4\n", + " Uninstalling Sphinx-3.5.4:\n", + " Successfully uninstalled Sphinx-3.5.4\n", + " Attempting uninstall: torch\n", + " Found existing installation: torch 2.0.0+cu118\n", + " Uninstalling torch-2.0.0+cu118:\n", + " Successfully uninstalled torch-2.0.0+cu118\n", + " Attempting uninstall: pycocotools\n", + " Found existing installation: pycocotools 2.0.6\n", + " Uninstalling pycocotools-2.0.6:\n", + " Successfully uninstalled pycocotools-2.0.6\n", + " Attempting uninstall: torchvision\n", + " Found existing installation: torchvision 0.15.1+cu118\n", + " Uninstalling torchvision-0.15.1+cu118:\n", + " Successfully uninstalled torchvision-0.15.1+cu118\n", + "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n", + "torchaudio 2.0.1+cu118 requires torch==2.0.0, but you have torch 1.13.1 which is incompatible.\n", + "torchdata 0.6.0 requires torch==2.0.0, but you have torch 1.13.1 which is incompatible.\n", + "torchtext 0.15.1 requires torch==2.0.0, but you have torch 1.13.1 which is incompatible.\u001b[0m\u001b[31m\n", + "\u001b[0mSuccessfully installed Deprecated-1.2.13 antlr4-python3-runtime-4.9.3 boto3-1.26.132 botocore-1.29.132 coloredlogs-15.0.1 coremltools-6.3.0 coverage-5.3.1 einops-0.3.2 humanfriendly-10.0 hydra-core-1.3.2 jmespath-1.0.1 json-tricks-3.16.1 nvidia-cublas-cu11-11.10.3.66 nvidia-cuda-nvrtc-cu11-11.7.99 nvidia-cuda-runtime-cu11-11.7.99 nvidia-cudnn-cu11-8.5.0.96 omegaconf-2.3.0 onnx-1.13.0 onnx-simplifier-0.4.28 onnxruntime-1.13.1 pillow-9.5.0 pyDeprecate-0.3.2 pycocotools-2.0.4 pyparsing-2.4.5 rapidfuzz-3.0.0 s3transfer-0.6.1 sphinx-4.0.3 sphinx-rtd-theme-1.2.0 sphinxcontrib-jquery-4.1 stringcase-1.2.0 super-gradients-3.1.1 termcolor-1.1.0 torch-1.13.1 torchmetrics-0.8.0 torchvision-0.14.1 treelib-1.6.1\n" + ] + } + ], + "source": [ + "!python3 -m pip install super-gradients coremltools onnx==1.13.0" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "T35TnKXFNwTt", + "outputId": "af2bb917-36fa-4a98-89c6-cae6842c5833" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stderr", + "text": [ + "WARNING:coremltools:scikit-learn version 1.2.2 is not supported. Minimum required version: 0.17. Maximum required version: 1.1.2. Disabling scikit-learn conversion API.\n", + "WARNING:coremltools:XGBoost version 1.7.5 has not been tested with coremltools. You may run into unexpected errors. XGBoost 1.4.2 is the most recent version that has been tested.\n", + "[2023-05-11 14:32:20] INFO - crash_tips_setup.py - Crash tips is enabled. You can set your environment variable to CRASH_HANDLER=FALSE to disable it\n" + ] + }, + { + "output_type": "stream", + "name": "stdout", + "text": [ + "The console stream is logged into /root/sg_logs/console.log\n" + ] + }, + { + "output_type": "stream", + "name": "stderr", + "text": [ + "/usr/local/lib/python3.10/dist-packages/_distutils_hack/__init__.py:33: UserWarning: Setuptools is replacing distutils.\n", + " warnings.warn(\"Setuptools is replacing distutils.\")\n", + "[2023-05-11 14:32:27] WARNING - __init__.py - Failed to import pytorch_quantization\n", + "[2023-05-11 14:32:27] WARNING - calibrator.py - Failed to import pytorch_quantization\n", + "[2023-05-11 14:32:27] WARNING - export.py - Failed to import pytorch_quantization\n", + "[2023-05-11 14:32:27] WARNING - selective_quantization_utils.py - Failed to import pytorch_quantization\n" + ] + } + ], + "source": [ + "import os; os.environ[\"SG_SKIP_ENV_CHECK\"] = \"1\"\n", + "from typing import List\n", + "\n", + "import coremltools as ct\n", + "from super_gradients.common.object_names import Models\n", + "from super_gradients.training import models\n", + "import torch" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "tIryGpopNwTt" + }, + "source": [ + "## Load any model" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 136, + "referenced_widgets": [ + "9473ef816af54cc2b9efc17c7a04e33d", + "10889469168b40c58c83b38a3c34f05f", + "c75401d899204c1fa70d33942390ae3b", + "2eccf8062c704fa8b7a6cd37ad6bc315", + "6e981698adbf4de6a39500bb2cb01755", + "40bac03cbb3b4ec9aad0befac335290e", + "de65c4cbf18c4ef997087e162521d73e", + "5b9f03ab0f4343c4994215aeda520844", + "2cd6c70af0bc49ab89315471553c0298", + "f8af818961ea4a70b052c9dee8184ffd", + "09f9a8b35f0c43d0bb2f7aba6a96486c" + ] + }, + "id": "O9iQMb5aNwTu", + "outputId": "3bd8f792-f3f4-4579-8e42-16d45895ddb7" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Loading model...\n" + ] + }, + { + "output_type": "stream", + "name": "stderr", + "text": [ + "[2023-05-11 14:32:49] INFO - checkpoint_utils.py - License Notification: YOLO-NAS pre-trained weights are subjected to the specific license terms and conditions detailed in \n", + "https://github.com/Deci-AI/super-gradients/blob/master/LICENSE.YOLONAS.md\n", + "By downloading the pre-trained weight files you agree to comply with these terms.\n" + ] + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + " 0%| | 0.00/73.1M [00:00 MIL Ops: 0%| | 0/1347 [00:00 MIL Ops: 3%|▎ | 44/1347 [00:00<00:03, 432.19 ops/s][2023-05-11 14:33:06] INFO - ops.py - Converting op 86 : add\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '86' of type add\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 87 : constant\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '87' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.11 : add\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.11' of type add\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.13 : batch_norm\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.13' of type batch_norm\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.15 : relu_\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.15' of type relu\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 102 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '102' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 103 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '103' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 104 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '104' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 105 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '105' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.17 : _convolution\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.17' of type conv\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.17_pad_type_0' of type const\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.17_pad_0' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.19 : batch_norm\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.19' of type batch_norm\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op x.3 : relu_\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'x.3' of type relu\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 118 : mul\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '118' of type mul\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 125 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '125' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 126 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '126' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 127 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '127' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 128 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '128' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.21 : _convolution\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.21' of type conv\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.21_pad_type_0' of type const\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.21_pad_0' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op x_3x3.5 : batch_norm\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'x_3x3.5' of type batch_norm\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 137 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '137' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 138 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '138' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 139 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '139' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 140 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '140' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 141 : _convolution\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '141' of type conv\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '141_pad_type_0' of type const\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '141_pad_0' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 142 : constant\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '142' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op x_1x1.5 : mul\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'x_1x1.5' of type mul\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 144 : add\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '144' of type add\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.23 : add\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.23' of type add\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.25 : batch_norm\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.25' of type batch_norm\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.27 : relu_\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.27' of type relu\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 158 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '158' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 159 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '159' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 160 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '160' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 161 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '161' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.29 : _convolution\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.29' of type conv\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.29_pad_type_0' of type const\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.29_pad_0' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op x_3x3.7 : batch_norm\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'x_3x3.7' of type batch_norm\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 170 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '170' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 171 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '171' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 172 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '172' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 173 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '173' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 174 : _convolution\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '174' of type conv\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '174_pad_type_0' of type const\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '174_pad_0' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 175 : constant\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '175' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op x_1x1.7 : mul\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'x_1x1.7' of type mul\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 177 : add\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '177' of type add\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.31 : add\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.31' of type add\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.33 : batch_norm\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.33' of type batch_norm\n", + "Converting PyTorch Frontend ==> MIL Ops: 7%|▋ | 90/1347 [00:00<00:02, 443.58 ops/s][2023-05-11 14:33:06] INFO - ops.py - Converting op 184 : relu_\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '184' of type relu\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op x.5 : add\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'x.5' of type add\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 189 : mul\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '189' of type mul\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 196 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '196' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 197 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '197' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 198 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '198' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 199 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '199' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.35 : _convolution\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.35' of type conv\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.35_pad_type_0' of type const\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.35_pad_0' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op x_3x3.9 : batch_norm\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'x_3x3.9' of type batch_norm\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 208 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '208' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 209 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '209' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 210 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '210' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 211 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '211' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 212 : _convolution\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '212' of type conv\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '212_pad_type_0' of type const\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '212_pad_0' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 213 : constant\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '213' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op x_1x1.9 : mul\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'x_1x1.9' of type mul\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 215 : add\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '215' of type add\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.37 : add\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.37' of type add\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.39 : batch_norm\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.39' of type batch_norm\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.41 : relu_\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.41' of type relu\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 229 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '229' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 230 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '230' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 231 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '231' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 232 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '232' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.43 : _convolution\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.43' of type conv\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.43_pad_type_0' of type const\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.43_pad_0' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op x_3x3.11 : batch_norm\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'x_3x3.11' of type batch_norm\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 241 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '241' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 242 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '242' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 243 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '243' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 244 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '244' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 245 : _convolution\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '245' of type conv\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '245_pad_type_0' of type const\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '245_pad_0' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 246 : constant\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '246' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op x_1x1.11 : mul\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'x_1x1.11' of type mul\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 248 : add\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '248' of type add\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.45 : add\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.45' of type add\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.47 : batch_norm\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.47' of type batch_norm\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 255 : relu_\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '255' of type relu\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 256 : add\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '256' of type add\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 260 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '260' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 261 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '261' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 262 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '262' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 263 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '263' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.49 : _convolution\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.49' of type conv\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.49_pad_type_0' of type const\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.49_pad_0' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.51 : batch_norm\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.51' of type batch_norm\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op x_2.1 : relu_\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'x_2.1' of type relu\n", + "Converting PyTorch Frontend ==> MIL Ops: 10%|█ | 135/1347 [00:00<00:04, 272.67 ops/s][2023-05-11 14:33:06] INFO - ops.py - Converting op 271 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.53 : cat\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.53' of type concat\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.53_interleave_0' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 276 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '276' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 277 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '277' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 278 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '278' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op 279 : listconstruct\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op '279' of type const\n", + "[2023-05-11 14:33:06] INFO - ops.py - Converting op input.55 : _convolution\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.55' of type conv\n", + "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'input.55_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.55_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.57 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.57' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.59 : relu_\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.59' of type relu\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 295 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '295' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 296 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '296' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 297 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '297' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 298 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '298' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.61 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.61' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.61_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.61_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_3x3.13 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_3x3.13' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 307 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '307' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 308 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '308' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 309 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '309' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 310 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '310' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 311 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '311' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '311_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '311_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 312 : constant\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '312' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_1x1.13 : mul\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_1x1.13' of type mul\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 314 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '314' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 315 : constant\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '315' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.63 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.63' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.65 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.65' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.67 : relu_\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.67' of type relu\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 330 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '330' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 331 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '331' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 332 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '332' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 333 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '333' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.69 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.69' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.69_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.69_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.71 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.71' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x.7 : relu_\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x.7' of type relu\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 347 : mul\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '347' of type mul\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 354 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '354' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 355 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '355' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 356 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '356' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 357 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '357' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.73 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.73' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.73_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.73_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_3x3.15 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_3x3.15' of type batch_norm\n", + "Converting PyTorch Frontend ==> MIL Ops: 13%|█▎ | 176/1347 [00:00<00:03, 308.89 ops/s][2023-05-11 14:33:07] INFO - ops.py - Converting op 366 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '366' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 367 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '367' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 368 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '368' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 369 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '369' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 370 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '370' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '370_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '370_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 371 : constant\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '371' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_1x1.15 : mul\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_1x1.15' of type mul\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 373 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '373' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.75 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.75' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.77 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.77' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.79 : relu_\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.79' of type relu\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 387 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '387' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 388 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '388' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 389 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '389' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 390 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '390' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.81 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.81' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.81_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.81_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_3x3.17 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_3x3.17' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 399 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '399' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 400 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '400' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 401 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '401' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 402 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '402' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 403 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '403' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '403_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '403_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 404 : constant\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '404' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_1x1.17 : mul\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_1x1.17' of type mul\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 406 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '406' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.83 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.83' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.85 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.85' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 413 : relu_\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '413' of type relu\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x.9 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x.9' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 418 : mul\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '418' of type mul\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 425 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '425' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 426 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '426' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 427 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '427' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 428 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '428' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.87 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.87' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.87_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.87_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_3x3.19 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_3x3.19' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 437 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '437' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 438 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '438' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 439 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '439' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 440 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '440' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 16%|█▌ | 216/1347 [00:00<00:03, 286.24 ops/s][2023-05-11 14:33:07] INFO - ops.py - Converting op 441 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '441' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '441_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '441_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 442 : constant\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '442' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_1x1.19 : mul\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_1x1.19' of type mul\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 444 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '444' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.89 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.89' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.91 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.91' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.93 : relu_\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.93' of type relu\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 458 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '458' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 459 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '459' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 460 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '460' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 461 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '461' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.95 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.95' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.95_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.95_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_3x3.21 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_3x3.21' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 470 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '470' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 471 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '471' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 472 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '472' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 473 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '473' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 474 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '474' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '474_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '474_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 475 : constant\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '475' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_1x1.21 : mul\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_1x1.21' of type mul\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 477 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '477' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.97 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.97' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.99 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.99' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 484 : relu_\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '484' of type relu\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x.11 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x.11' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 489 : mul\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '489' of type mul\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 496 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '496' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 497 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '497' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 498 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '498' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 499 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '499' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.101 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.101' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.101_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.101_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_3x3.23 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_3x3.23' of type batch_norm\n", + "Converting PyTorch Frontend ==> MIL Ops: 18%|█▊ | 248/1347 [00:01<00:07, 152.87 ops/s][2023-05-11 14:33:07] INFO - ops.py - Converting op 508 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '508' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 509 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '509' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 510 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '510' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 511 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '511' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 512 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '512' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '512_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '512_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 513 : constant\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '513' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_1x1.23 : mul\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_1x1.23' of type mul\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 515 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '515' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.103 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.103' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.105 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.105' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.107 : relu_\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.107' of type relu\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 529 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '529' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 530 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '530' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 531 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '531' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 532 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '532' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.109 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.109' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.109_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.109_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_3x3.25 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_3x3.25' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 541 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '541' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 542 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '542' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 543 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '543' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 544 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '544' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 545 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '545' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '545_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '545_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 546 : constant\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '546' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_1x1.25 : mul\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_1x1.25' of type mul\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 548 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '548' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.111 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.111' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.113 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.113' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 555 : relu_\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '555' of type relu\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 556 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '556' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 560 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '560' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 561 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '561' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 562 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '562' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 563 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '563' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.115 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.115' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.115_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.115_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.117 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.117' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_2.3 : relu_\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_2.3' of type relu\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 571 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.119 : cat\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.119' of type concat\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.119_interleave_0' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 21%|██ | 286/1347 [00:01<00:05, 189.08 ops/s][2023-05-11 14:33:07] INFO - ops.py - Converting op 576 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '576' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 577 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '577' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 578 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '578' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 579 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '579' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.121 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.121' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.121_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.121_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.123 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.123' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.125 : relu_\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.125' of type relu\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 595 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '595' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 596 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '596' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 597 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '597' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 598 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '598' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.127 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.127' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.127_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.127_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_3x3.27 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_3x3.27' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 607 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '607' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 608 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '608' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 609 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '609' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 610 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '610' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 611 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '611' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '611_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '611_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 612 : constant\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '612' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_1x1.27 : mul\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_1x1.27' of type mul\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 614 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '614' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 615 : constant\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '615' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.129 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.129' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.131 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.131' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.133 : relu_\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.133' of type relu\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 630 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '630' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 631 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '631' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 632 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '632' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 633 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '633' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.135 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.135' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.135_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.135_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.137 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.137' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x.13 : relu_\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x.13' of type relu\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 649 : mul\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '649' of type mul\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 656 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '656' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 657 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '657' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 658 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '658' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 659 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '659' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.139 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.139' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.139_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.139_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_3x3.29 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_3x3.29' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 668 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '668' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 669 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '669' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 670 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '670' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 24%|██▍ | 328/1347 [00:01<00:04, 231.96 ops/s][2023-05-11 14:33:07] INFO - ops.py - Converting op 671 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '671' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 672 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '672' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '672_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '672_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 673 : constant\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '673' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_1x1.29 : mul\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_1x1.29' of type mul\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 675 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '675' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.141 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.141' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.143 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.143' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.145 : relu_\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.145' of type relu\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 689 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '689' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 690 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '690' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 691 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '691' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 692 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '692' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.147 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.147' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.147_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.147_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_3x3.31 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_3x3.31' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 701 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '701' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 702 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '702' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 703 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '703' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 704 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '704' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 705 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '705' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '705_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '705_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 706 : constant\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '706' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_1x1.31 : mul\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_1x1.31' of type mul\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 708 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '708' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.149 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.149' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.151 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.151' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 715 : relu_\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '715' of type relu\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x.15 : add\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x.15' of type add\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 720 : mul\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '720' of type mul\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 727 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '727' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 728 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '728' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 729 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '729' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 730 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '730' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op input.153 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.153' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.153_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'input.153_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op x_3x3.33 : batch_norm\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op 'x_3x3.33' of type batch_norm\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 739 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '739' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 740 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '740' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 741 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '741' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 742 : listconstruct\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '742' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 743 : _convolution\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '743' of type conv\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '743_pad_type_0' of type const\n", + "[2023-05-11 14:33:07] INFO - builder.py - Adding op '743_pad_0' of type const\n", + "[2023-05-11 14:33:07] INFO - ops.py - Converting op 744 : constant\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '744' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x_1x1.33 : mul\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x_1x1.33' of type mul\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 746 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '746' of type add\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.155 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.155' of type add\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.157 : batch_norm\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.157' of type batch_norm\n", + "Converting PyTorch Frontend ==> MIL Ops: 28%|██▊ | 371/1347 [00:01<00:03, 271.46 ops/s][2023-05-11 14:33:08] INFO - ops.py - Converting op input.159 : relu_\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.159' of type relu\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 760 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '760' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 761 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '761' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 762 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '762' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 763 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '763' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.161 : _convolution\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.161' of type conv\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.161_pad_type_0' of type const\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.161_pad_0' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x_3x3.35 : batch_norm\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x_3x3.35' of type batch_norm\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 772 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '772' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 773 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '773' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 774 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '774' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 775 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '775' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 776 : _convolution\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '776' of type conv\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '776_pad_type_0' of type const\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '776_pad_0' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 777 : constant\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '777' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x_1x1.35 : mul\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x_1x1.35' of type mul\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 779 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '779' of type add\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.163 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.163' of type add\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.165 : batch_norm\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.165' of type batch_norm\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 786 : relu_\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '786' of type relu\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x.17 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x.17' of type add\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 791 : mul\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '791' of type mul\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 798 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '798' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 799 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '799' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 800 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '800' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 801 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '801' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.167 : _convolution\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.167' of type conv\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.167_pad_type_0' of type const\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.167_pad_0' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x_3x3.37 : batch_norm\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x_3x3.37' of type batch_norm\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 810 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '810' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 811 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '811' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 812 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '812' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 813 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '813' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 814 : _convolution\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '814' of type conv\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '814_pad_type_0' of type const\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '814_pad_0' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 815 : constant\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '815' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x_1x1.37 : mul\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x_1x1.37' of type mul\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 817 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '817' of type add\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.169 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.169' of type add\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.171 : batch_norm\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.171' of type batch_norm\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.173 : relu_\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.173' of type relu\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 831 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '831' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 832 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '832' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 833 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '833' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 834 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '834' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.175 : _convolution\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.175' of type conv\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.175_pad_type_0' of type const\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.175_pad_0' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x_3x3.39 : batch_norm\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x_3x3.39' of type batch_norm\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 843 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '843' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 844 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '844' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 845 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '845' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 846 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '846' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 847 : _convolution\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '847' of type conv\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '847_pad_type_0' of type const\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '847_pad_0' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 31%|███ | 419/1347 [00:01<00:02, 317.08 ops/s][2023-05-11 14:33:08] INFO - ops.py - Converting op 848 : constant\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '848' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x_1x1.39 : mul\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x_1x1.39' of type mul\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 850 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '850' of type add\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.177 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.177' of type add\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.179 : batch_norm\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.179' of type batch_norm\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 857 : relu_\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '857' of type relu\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x.19 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x.19' of type add\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 862 : mul\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '862' of type mul\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 869 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '869' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 870 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '870' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 871 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '871' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 872 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '872' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.181 : _convolution\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.181' of type conv\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.181_pad_type_0' of type const\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.181_pad_0' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x_3x3.41 : batch_norm\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x_3x3.41' of type batch_norm\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 881 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '881' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 882 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '882' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 883 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '883' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 884 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '884' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 885 : _convolution\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '885' of type conv\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '885_pad_type_0' of type const\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '885_pad_0' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 886 : constant\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '886' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x_1x1.41 : mul\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x_1x1.41' of type mul\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 888 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '888' of type add\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.183 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.183' of type add\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.185 : batch_norm\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.185' of type batch_norm\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.187 : relu_\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.187' of type relu\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 902 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '902' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 903 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '903' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 904 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '904' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 905 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '905' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.189 : _convolution\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.189' of type conv\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.189_pad_type_0' of type const\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.189_pad_0' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x_3x3.43 : batch_norm\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x_3x3.43' of type batch_norm\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 914 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '914' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 915 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '915' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 916 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '916' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 917 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '917' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 918 : _convolution\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '918' of type conv\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '918_pad_type_0' of type const\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '918_pad_0' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 919 : constant\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '919' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x_1x1.43 : mul\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x_1x1.43' of type mul\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 921 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '921' of type add\n", + "Converting PyTorch Frontend ==> MIL Ops: 34%|███▍ | 458/1347 [00:01<00:03, 269.78 ops/s][2023-05-11 14:33:08] INFO - ops.py - Converting op input.191 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.191' of type add\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.193 : batch_norm\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.193' of type batch_norm\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 928 : relu_\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '928' of type relu\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x.21 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x.21' of type add\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 933 : mul\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '933' of type mul\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 940 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '940' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 941 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '941' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 942 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '942' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 943 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '943' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.195 : _convolution\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.195' of type conv\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.195_pad_type_0' of type const\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.195_pad_0' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x_3x3.45 : batch_norm\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x_3x3.45' of type batch_norm\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 952 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '952' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 953 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '953' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 954 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '954' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 955 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '955' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 956 : _convolution\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '956' of type conv\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '956_pad_type_0' of type const\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '956_pad_0' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 957 : constant\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '957' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x_1x1.45 : mul\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x_1x1.45' of type mul\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 959 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '959' of type add\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.197 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.197' of type add\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.199 : batch_norm\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.199' of type batch_norm\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.201 : relu_\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.201' of type relu\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 973 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '973' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 974 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '974' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 975 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '975' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 976 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '976' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.203 : _convolution\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.203' of type conv\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.203_pad_type_0' of type const\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.203_pad_0' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x_3x3.47 : batch_norm\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x_3x3.47' of type batch_norm\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 985 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '985' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 986 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '986' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 987 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '987' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 988 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '988' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 989 : _convolution\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '989' of type conv\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '989_pad_type_0' of type const\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '989_pad_0' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 990 : constant\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '990' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x_1x1.47 : mul\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x_1x1.47' of type mul\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 992 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '992' of type add\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.205 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.205' of type add\n", + "Converting PyTorch Frontend ==> MIL Ops: 37%|███▋ | 495/1347 [00:01<00:02, 291.45 ops/s][2023-05-11 14:33:08] INFO - ops.py - Converting op input.207 : batch_norm\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.207' of type batch_norm\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 999 : relu_\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '999' of type relu\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1000 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1000' of type add\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1004 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1004' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1005 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1005' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1006 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1006' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1007 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1007' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.209 : _convolution\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.209' of type conv\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.209_pad_type_0' of type const\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.209_pad_0' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.211 : batch_norm\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.211' of type batch_norm\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x_2.5 : relu_\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x_2.5' of type relu\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1015 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.213 : cat\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.213' of type concat\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.213_interleave_0' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1020 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1020' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1021 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1021' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1022 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1022' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1023 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1023' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.215 : _convolution\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.215' of type conv\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.215_pad_type_0' of type const\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.215_pad_0' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.217 : batch_norm\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.217' of type batch_norm\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.219 : relu_\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.219' of type relu\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1039 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1039' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1040 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1040' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1041 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1041' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1042 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1042' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.221 : _convolution\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.221' of type conv\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.221_pad_type_0' of type const\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.221_pad_0' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x_3x3.49 : batch_norm\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x_3x3.49' of type batch_norm\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1051 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1051' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1052 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1052' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1053 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1053' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1054 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1054' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1055 : _convolution\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1055' of type conv\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1055_pad_type_0' of type const\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1055_pad_0' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1056 : constant\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1056' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x_1x1.49 : mul\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x_1x1.49' of type mul\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1058 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1058' of type add\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1059 : constant\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1059' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.223 : add\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.223' of type add\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.225 : batch_norm\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.225' of type batch_norm\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.227 : relu_\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.227' of type relu\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1074 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1074' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1075 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1075' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1076 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1076' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1077 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1077' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.229 : _convolution\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.229' of type conv\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.229_pad_type_0' of type const\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.229_pad_0' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.231 : batch_norm\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.231' of type batch_norm\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op x.23 : relu_\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'x.23' of type relu\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1090 : mul\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1090' of type mul\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1097 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1097' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 40%|████ | 541/1347 [00:01<00:02, 331.01 ops/s][2023-05-11 14:33:08] INFO - ops.py - Converting op 1098 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1098' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1099 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1099' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op 1100 : listconstruct\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op '1100' of type const\n", + "[2023-05-11 14:33:08] INFO - ops.py - Converting op input.233 : _convolution\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.233' of type conv\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.233_pad_type_0' of type const\n", + "[2023-05-11 14:33:08] INFO - builder.py - Adding op 'input.233_pad_0' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op input.381 : _convolution\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'input.381' of type conv\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'input.381_pad_type_0' of type const\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'input.381_pad_0' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op input.383 : batch_norm\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'input.383' of type batch_norm\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op input.385 : relu_\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'input.385' of type relu\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1698 : listconstruct\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1698' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1699 : listconstruct\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1699' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1700 : listconstruct\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1700' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1701 : listconstruct\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1701' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op input.387 : _convolution\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'input.387' of type conv\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'input.387_pad_type_0' of type const\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'input.387_pad_0' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op input.389 : batch_norm\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'input.389' of type batch_norm\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op x.35 : relu_\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'x.35' of type relu\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1714 : mul\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1714' of type mul\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1721 : listconstruct\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1721' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1722 : listconstruct\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1722' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1723 : listconstruct\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1723' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1724 : listconstruct\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1724' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op input.391 : _convolution\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'input.391' of type conv\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'input.391_pad_type_0' of type const\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'input.391_pad_0' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op x_3x3.67 : batch_norm\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'x_3x3.67' of type batch_norm\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1733 : listconstruct\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1733' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1734 : listconstruct\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1734' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1735 : listconstruct\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1735' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1736 : listconstruct\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1736' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1737 : _convolution\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1737' of type conv\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1737_pad_type_0' of type const\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1737_pad_0' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1738 : constant\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1738' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op x_1x1.67 : mul\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'x_1x1.67' of type mul\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1740 : add\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1740' of type add\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op input.393 : add\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'input.393' of type add\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op input.395 : batch_norm\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'input.395' of type batch_norm\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op input.397 : relu_\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'input.397' of type relu\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1754 : listconstruct\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1754' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1755 : listconstruct\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1755' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1756 : listconstruct\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1756' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1757 : listconstruct\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1757' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op input.399 : _convolution\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'input.399' of type conv\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'input.399_pad_type_0' of type const\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'input.399_pad_0' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op x_3x3.69 : batch_norm\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'x_3x3.69' of type batch_norm\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1766 : listconstruct\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1766' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1767 : listconstruct\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1767' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1768 : listconstruct\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1768' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1769 : listconstruct\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1769' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1770 : _convolution\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1770' of type conv\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1770_pad_type_0' of type const\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1770_pad_0' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 66%|██████▌ | 885/1347 [00:03<00:01, 309.04 ops/s][2023-05-11 14:33:09] INFO - ops.py - Converting op 1771 : constant\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1771' of type const\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op x_1x1.69 : mul\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'x_1x1.69' of type mul\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1773 : add\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1773' of type add\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op input.401 : add\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'input.401' of type add\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op input.403 : batch_norm\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'input.403' of type batch_norm\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op 1780 : relu_\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op '1780' of type relu\n", + "[2023-05-11 14:33:09] INFO - ops.py - Converting op x.37 : add\n", + "[2023-05-11 14:33:09] INFO - builder.py - Adding op 'x.37' of type add\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1785 : mul\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1785' of type mul\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1792 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1792' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1793 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1793' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1794 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1794' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1795 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1795' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.405 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.405' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.405_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.405_pad_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op x_3x3.71 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'x_3x3.71' of type batch_norm\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1804 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1804' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1805 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1805' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1806 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1806' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1807 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1807' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1808 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1808' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1808_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1808_pad_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1809 : constant\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1809' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op x_1x1.71 : mul\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'x_1x1.71' of type mul\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1811 : add\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1811' of type add\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.407 : add\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.407' of type add\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.409 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.409' of type batch_norm\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.411 : relu_\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.411' of type relu\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1825 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1825' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1826 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1826' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1827 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1827' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1828 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1828' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.413 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.413' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.413_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.413_pad_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op x_3x3 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'x_3x3' of type batch_norm\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1837 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1837' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1838 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1838' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1839 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1839' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1840 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1840' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 68%|██████▊ | 920/1347 [00:03<00:01, 257.01 ops/s][2023-05-11 14:33:10] INFO - ops.py - Converting op 1841 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1841' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1841_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1841_pad_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1842 : constant\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1842' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op x_1x1 : mul\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'x_1x1' of type mul\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1844 : add\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1844' of type add\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.415 : add\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.415' of type add\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.417 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.417' of type batch_norm\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1851 : relu_\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1851' of type relu\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1852 : add\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1852' of type add\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1856 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1856' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1857 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1857' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1858 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1858' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1859 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1859' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.419 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.419' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.419_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.419_pad_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.421 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.421' of type batch_norm\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op x_2.11 : relu_\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'x_2.11' of type relu\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1867 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.423 : cat\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.423' of type concat\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.423_interleave_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1872 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1872' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1873 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1873' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1874 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1874' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1875 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1875' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.425 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.425' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.425_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.425_pad_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.427 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.427' of type batch_norm\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.429 : relu_\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.429' of type relu\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1883 : tupleconstruct\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1884 : tupleunpack\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1891 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1891' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1892 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1892' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1893 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1893' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1894 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1894' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.431 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.431' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.431_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.431_pad_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.433 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.433' of type batch_norm\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op x.39 : relu_\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'x.39' of type relu\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1902 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.435 : cat\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.435' of type concat\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.435_interleave_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1911 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1911' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1912 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1912' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1913 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1913' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1914 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1914' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.437 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.437' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.437_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.437_pad_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.439 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.439' of type batch_norm\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op x.41 : relu_\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'x.41' of type relu\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1927 : mul\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1927' of type mul\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1931 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1931' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1932 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1932' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1933 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1933' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1934 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1934' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.441 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.441' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.441_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.441_pad_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.443 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.443' of type batch_norm\n", + "Converting PyTorch Frontend ==> MIL Ops: 72%|███████▏ | 969/1347 [00:03<00:01, 308.25 ops/s][2023-05-11 14:33:10] INFO - ops.py - Converting op input.445 : relu_\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.445' of type relu\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1945 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1945' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1946 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1946' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1947 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1947' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1948 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1948' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.447 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.447' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.447_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.447_pad_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.449 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.449' of type batch_norm\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1955 : relu_\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1955' of type relu\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op x.43 : add\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'x.43' of type add\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1960 : mul\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1960' of type mul\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1964 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1964' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1965 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1965' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1966 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1966' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1967 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1967' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.451 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.451' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.451_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.451_pad_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.453 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.453' of type batch_norm\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.455 : relu_\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.455' of type relu\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1978 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1978' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1979 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1979' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1980 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1980' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1981 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1981' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.457 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.457' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.457_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.457_pad_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.459 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.459' of type batch_norm\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1988 : relu_\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1988' of type relu\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1989 : add\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1989' of type add\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1993 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1993' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1994 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1994' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1995 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1995' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 1996 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '1996' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.461 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.461' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.461_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.461_pad_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.463 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.463' of type batch_norm\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op x_2.13 : relu_\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'x_2.13' of type relu\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2004 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.465 : cat\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.465' of type concat\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.465_interleave_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2009 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2009' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2010 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2010' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 75%|███████▍ | 1005/1347 [00:03<00:01, 237.20 ops/s][2023-05-11 14:33:10] INFO - ops.py - Converting op 2011 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2011' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2012 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2012' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.467 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.467' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.467_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.467_pad_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.469 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.469' of type batch_norm\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.471 : relu_\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.471' of type relu\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2025 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2025' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2026 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2026' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2027 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2027' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2028 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2028' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.473 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.473' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.473_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.473_pad_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.475 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.475' of type batch_norm\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op x.45 : relu_\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'x.45' of type relu\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2036 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.477 : cat\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.477' of type concat\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.477_interleave_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2045 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2045' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2046 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2046' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2047 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2047' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2048 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2048' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.479 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.479' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.479_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.479_pad_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.481 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.481' of type batch_norm\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op x.47 : relu_\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'x.47' of type relu\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2061 : mul\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2061' of type mul\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2065 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2065' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2066 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2066' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2067 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2067' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2068 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2068' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.483 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.483' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.483_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.483_pad_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.485 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.485' of type batch_norm\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.487 : relu_\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.487' of type relu\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2079 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2079' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2080 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2080' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2081 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2081' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2082 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2082' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.489 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.489' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.489_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.489_pad_0' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 77%|███████▋ | 1039/1347 [00:03<00:01, 257.05 ops/s][2023-05-11 14:33:10] INFO - ops.py - Converting op input.491 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.491' of type batch_norm\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2089 : relu_\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2089' of type relu\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op x : add\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'x' of type add\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2094 : mul\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2094' of type mul\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2098 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2098' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2099 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2099' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2100 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2100' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2101 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2101' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.493 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.493' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.493_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.493_pad_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.495 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.495' of type batch_norm\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.497 : relu_\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.497' of type relu\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2112 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2112' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2113 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2113' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2114 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2114' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2115 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2115' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.499 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.499' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.499_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.499_pad_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.501 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.501' of type batch_norm\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2122 : relu_\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2122' of type relu\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2123 : add\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2123' of type add\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2127 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2127' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2128 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2128' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2129 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2129' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2130 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2130' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.503 : _convolution\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.503' of type conv\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.503_pad_type_0' of type const\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.503_pad_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.505 : batch_norm\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.505' of type batch_norm\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op x_2 : relu_\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'x_2' of type relu\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2138 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op input.507 : cat\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.507' of type concat\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op 'input.507_interleave_0' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2143 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2143' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2144 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2144' of type const\n", + "[2023-05-11 14:33:10] INFO - ops.py - Converting op 2145 : listconstruct\n", + "[2023-05-11 14:33:10] INFO - builder.py - Adding op '2145' of type const\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2523_promoted\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2524\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2523\" (type: range_1d)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2523_step_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2523_start_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"w\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"const_14\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2521_shape\" (type: shape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"h\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"const_13\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2519_shape\" (type: shape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2518\" (type: fill)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2518_value_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2517\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2516\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2515\" (type: mul)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2514\" (type: reshape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"cast_7\" (type: cast)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"cast_7_dtype_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2513\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"anchor_point.3\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2511\" (type: stack)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2507_expand_1\" (type: tile)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2507_expand_1_reps_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2507_view_1\" (type: reshape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2507_view_1_shape_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2507_expand_0\" (type: tile)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2507_expand_0_reps_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2507_view_0\" (type: reshape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2507_view_0_shape_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2505\" (type: add)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2503_promoted\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2504\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2503\" (type: range_1d)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2503_step_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2503_start_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2502\" (type: add)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2500_promoted\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2501\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2500\" (type: range_1d)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2500_step_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2500_start_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"w.9\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"const_12\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2498_shape\" (type: shape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"h.9\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"const_11\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2496_shape\" (type: shape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2495\" (type: fill)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2495_value_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2494\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2493\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2492\" (type: mul)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2491\" (type: reshape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"cast_6\" (type: cast)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"cast_6_dtype_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2490\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"anchor_point.1\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2488\" (type: stack)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2484_expand_1\" (type: tile)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2484_expand_1_reps_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2484_view_1\" (type: reshape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2484_view_1_shape_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2484_expand_0\" (type: tile)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2484_expand_0_reps_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2484_view_0\" (type: reshape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2484_view_0_shape_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2482\" (type: add)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2480_promoted\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2481\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2480\" (type: range_1d)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2480_step_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2480_start_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2479\" (type: add)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2477_promoted\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2478\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2477\" (type: range_1d)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2477_step_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2477_start_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"w.7\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"const_10\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2475_shape\" (type: shape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"h.7\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"const_9\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2473_shape\" (type: shape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2462\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2460\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2449\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2447\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2436\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2434\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2426\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2424\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2413\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2411\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2397\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2395\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2384\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2383\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"height_mul_width\" (type: mul)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"w.5\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"const_8\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2380_shape\" (type: shape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"h.5\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"const_7\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2378_shape\" (type: shape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"const_6\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2377_shape\" (type: shape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2372\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2370\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2359\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2357\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2346\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2344\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2336\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2334\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2323\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2321\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2307\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2305\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2294\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2293\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"height_mul_width.3\" (type: mul)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"w.3\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"const_5\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2290_shape\" (type: shape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"h.3\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"const_4\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2288_shape\" (type: shape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"const_3\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2287_shape\" (type: shape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2282\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2280\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2269\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2267\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2256\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2254\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2246\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2244\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2233\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2231\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2217\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2215\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2204\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2203\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"height_mul_width.1\" (type: mul)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"w.1\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"const_2\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2200_shape\" (type: shape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"h.1\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"const_1\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2198_shape\" (type: shape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"const_0\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2197_shape\" (type: shape)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2192\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2190\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2189\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2185\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2184\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2182\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2181\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2180\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2179\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2178\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2177\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2176\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2175\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2174\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2146\" (type: const)\n", + "[2023-05-11 14:33:12] INFO - dead_code_elimination.py - Removing op \"2144\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"2130\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"2128\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"2115\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"2113\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"2101\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"2099\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"2082\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"2080\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"2068\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"2066\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"2048\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"2046\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"2028\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"2026\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"2012\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"2010\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1996\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1994\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1981\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1979\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1967\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1965\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1948\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1946\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1934\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1932\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1914\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1912\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1894\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1892\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1875\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1873\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1859\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1857\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1840\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1838\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1828\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1826\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1807\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1805\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1795\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1793\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1769\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1767\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1757\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1755\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1736\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1734\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1724\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1722\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1701\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1699\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1683\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1681\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1673\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1671\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1660\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1658\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1646\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1644\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1632\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1630\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1618\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1616\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1594\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1592\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1578\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1576\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1559\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1557\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1547\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1545\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1526\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1524\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1514\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1512\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1488\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1486\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1476\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1474\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1455\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1453\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1443\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1441\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1420\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1418\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1402\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1400\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1392\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1390\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1379\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1377\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1365\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1363\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1351\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1349\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1337\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1335\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1319\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1318\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1317\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1316\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1312\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1298\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1296\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1288\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1287\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1283\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1282\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1278\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1277\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1267\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1265\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1251\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1249\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1235\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1233\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1216\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1214\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1204\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1202\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1183\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1181\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1171\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1169\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1145\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1143\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1133\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1131\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1112\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1110\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1100\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1098\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1077\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1075\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1054\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1052\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1042\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1040\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1023\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1021\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1007\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"1005\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"988\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"986\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"976\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"974\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"955\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"953\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"943\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"941\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"917\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"915\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"905\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"903\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"884\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"882\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"872\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"870\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"846\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"844\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"834\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"832\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"813\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"811\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"801\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"799\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"775\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"773\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"763\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"761\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"742\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"740\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"730\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"728\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"704\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"702\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"692\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"690\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"671\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"669\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"659\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"657\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"633\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"631\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"610\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"608\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"598\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"596\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"579\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"577\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"563\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"561\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"544\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"542\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"532\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"530\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"511\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"509\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"499\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"497\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"473\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"471\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"461\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"459\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"440\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"438\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"428\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"426\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"402\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"400\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"390\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"388\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"369\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"367\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"357\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"355\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"333\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"331\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"310\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"308\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"298\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"296\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"279\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"277\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"263\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"261\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"244\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"242\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"232\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"230\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"211\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"209\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"199\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"197\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"173\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"171\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"161\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"159\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"140\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"138\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"128\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"126\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"105\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"103\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"82\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"80\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"70\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"68\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"46\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"44\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"34\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"32\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"17\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"14\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"12\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"11\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"10\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"9\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"8\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"7\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"6\" (type: const)\n", + "[2023-05-11 14:33:13] INFO - dead_code_elimination.py - Removing op \"5\" (type: const)\n", + "Running MIL frontend_pytorch pipeline: 20%|██ | 1/5 [00:00<00:03, 1.25 passes/s][2023-05-11 14:33:13] INFO - pass_pipeline.py - Performing pass: \"common::loop_invariant_elimination\"\n", + "[2023-05-11 14:33:13] INFO - pass_pipeline.py - Performing pass: \"common::dead_code_elimination\"\n", + "Running MIL frontend_pytorch pipeline: 60%|██████ | 3/5 [00:00<00:00, 3.85 passes/s][2023-05-11 14:33:13] INFO - pass_pipeline.py - Performing pass: \"torch::torch_upsample_to_core_upsample\"\n", + "[2023-05-11 14:33:13] INFO - pass_pipeline.py - Performing pass: \"torch::torch_tensor_assign_to_core\"\n", + "Running MIL frontend_pytorch pipeline: 100%|██████████| 5/5 [00:01<00:00, 4.99 passes/s]\n", + "Running MIL default pipeline: 0%| | 0/56 [00:00 NeuralNetwork Ops: 0%| | 0/1479 [00:00\n", + "[2023-05-11 14:33:19] INFO - op_mapping.py - added const backbone.stage1.blocks.bottlenecks.1.alpha for builder \n", + "[2023-05-11 14:33:19] INFO - op_mapping.py - added const backbone.stage2.blocks.bottlenecks.0.alpha for builder \n", + "[2023-05-11 14:33:19] INFO - op_mapping.py - added const backbone.stage2.blocks.bottlenecks.1.alpha for builder \n", + "[2023-05-11 14:33:19] INFO - op_mapping.py - added const backbone.stage2.blocks.bottlenecks.2.alpha for builder \n", + "Translating MIL ==> NeuralNetwork Ops: 34%|███▍ | 500/1479 [00:00<00:00, 4791.66 ops/s][2023-05-11 14:33:20] INFO - op_mapping.py - added const backbone.stage3.blocks.bottlenecks.0.alpha for builder \n", + "[2023-05-11 14:33:20] INFO - op_mapping.py - added const backbone.stage3.blocks.bottlenecks.1.alpha for builder \n", + "[2023-05-11 14:33:20] INFO - op_mapping.py - added const backbone.stage3.blocks.bottlenecks.2.alpha for builder \n", + "[2023-05-11 14:33:20] INFO - op_mapping.py - added const backbone.stage3.blocks.bottlenecks.3.alpha for builder \n", + "[2023-05-11 14:33:20] INFO - op_mapping.py - added const backbone.stage3.blocks.bottlenecks.4.alpha for builder \n", + "[2023-05-11 14:33:20] INFO - op_mapping.py - added const backbone.stage4.blocks.bottlenecks.0.alpha for builder \n", + "[2023-05-11 14:33:20] INFO - op_mapping.py - added const backbone.stage4.blocks.bottlenecks.1.alpha for builder \n", + "[2023-05-11 14:33:21] INFO - op_mapping.py - added const neck.neck1.blocks.bottlenecks.0.alpha for builder \n", + "[2023-05-11 14:33:21] INFO - op_mapping.py - added const neck.neck1.blocks.bottlenecks.1.alpha for builder \n", + "Translating MIL ==> NeuralNetwork Ops: 66%|██████▋ | 980/1479 [00:01<00:00, 512.83 ops/s] [2023-05-11 14:33:21] INFO - op_mapping.py - added const neck.neck2.blocks.bottlenecks.0.alpha for builder \n", + "[2023-05-11 14:33:21] INFO - op_mapping.py - added const neck.neck2.blocks.bottlenecks.1.alpha for builder \n", + "[2023-05-11 14:33:21] INFO - op_mapping.py - added const neck.neck3.blocks.bottlenecks.0.alpha for builder \n", + "Translating MIL ==> NeuralNetwork Ops: 81%|████████ | 1196/1479 [00:01<00:00, 645.81 ops/s][2023-05-11 14:33:21] INFO - op_mapping.py - added const neck.neck3.blocks.bottlenecks.1.alpha for builder \n", + "[2023-05-11 14:33:21] INFO - op_mapping.py - added const neck.neck4.blocks.bottlenecks.0.alpha for builder \n", + "[2023-05-11 14:33:21] INFO - op_mapping.py - added const neck.neck4.blocks.bottlenecks.1.alpha for builder \n", + "Translating MIL ==> NeuralNetwork Ops: 95%|█████████▌| 1411/1479 [00:01<00:00, 723.76 ops/s][2023-05-11 14:33:21] INFO - op_mapping.py - added const points for builder \n", + "[2023-05-11 14:33:21] WARNING - op_mapping.py - Const points was already added.\n", + "[2023-05-11 14:33:21] INFO - op_mapping.py - added const stride_tensor for builder \n", + "Translating MIL ==> NeuralNetwork Ops: 100%|██████████| 1479/1479 [00:02<00:00, 680.98 ops/s]\n" + ] + }, + { + "output_type": "stream", + "name": "stdout", + "text": [ + "input {\n", + " name: \"x_1\"\n", + " type {\n", + " imageType {\n", + " width: 224\n", + " height: 224\n", + " colorSpace: RGB\n", + " }\n", + " }\n", + "}\n", + "output {\n", + " name: \"var_2557\"\n", + " type {\n", + " multiArrayType {\n", + " dataType: FLOAT32\n", + " }\n", + " }\n", + "}\n", + "output {\n", + " name: \"var_2548\"\n", + " type {\n", + " multiArrayType {\n", + " dataType: FLOAT32\n", + " }\n", + " }\n", + "}\n", + "metadata {\n", + " userDefined {\n", + " key: \"com.github.apple.coremltools.source\"\n", + " value: \"torch==1.13.1+cu117\"\n", + " }\n", + " userDefined {\n", + " key: \"com.github.apple.coremltools.version\"\n", + " value: \"6.3.0\"\n", + " }\n", + "}\n", + "\n", + "Renaming input x_1 to x_1\n", + "CoreML model successfully save to /content/deci-yolo-nas-s.mlmodel\n" + ] + } + ], + "source": [ + "convert_sg_model_to_coreml(sg_model=sg_torch_model,\n", + " output_path=output_path,\n", + " example_inputs=example_inputs,\n", + " export_as_ml_program=False)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "chMlXWPNNwTx" + }, + "source": [ + "## Visualize with Netron" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "iU5hZ91TNwTy", + "outputId": "43c3da1c-78ce-443f-f3a8-aa2a4b269d30" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", + "Collecting netron\n", + " Downloading netron-6.8.8-py3-none-any.whl (1.6 MB)\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.6/1.6 MB\u001b[0m \u001b[31m47.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25hInstalling collected packages: netron\n", + "Successfully installed netron-6.8.8\n" + ] + } + ], + "source": [ + "!python3 -m pip install netron" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "id": "XynPAOQbNwTy", + "outputId": "afb3eb50-4149-4ad1-caf2-7bee871a6156" + }, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "" + ], + "text/html": [ + "\n", + " \n", + " " + ] + }, + "metadata": {} + } + ], + "source": [ + "import IPython\n", + "import threading\n", + "import time\n", + "import os\n", + "\n", + "def display_netron(path):\n", + " os.system(f'netron {path}')\n", + " \n", + "thread = threading.Thread(target=display_netron, args=(output_path,))\n", + "thread.start()\n", + "\n", + "time.sleep(1)\n", + "display(IPython.display.IFrame(f\"http://localhost:8080\", width=1000, height=1000))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "ulv8jfPiNwTz" + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + }, + "colab": { + "provenance": [] + }, + "widgets": { + "application/vnd.jupyter.widget-state+json": { + "9473ef816af54cc2b9efc17c7a04e33d": { + "model_module": "@jupyter-widgets/controls", + "model_name": "HBoxModel", + "model_module_version": "1.5.0", + "state": { + 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