From d9a7b63faff2df92f42fdbb6b91a7883190e4028 Mon Sep 17 00:00:00 2001 From: Avi Lumelsky Date: Mon, 15 May 2023 14:01:01 +0300 Subject: [PATCH] Updated CoreML notebook with CR fixes --- tutorials/SG_export_models_to_coreml.ipynb | 7642 ++++++++------------ 1 file changed, 3177 insertions(+), 4465 deletions(-) diff --git a/tutorials/SG_export_models_to_coreml.ipynb b/tutorials/SG_export_models_to_coreml.ipynb index 93d5c78b1e..43b8cb1804 100644 --- a/tutorials/SG_export_models_to_coreml.ipynb +++ b/tutorials/SG_export_models_to_coreml.ipynb @@ -9,6 +9,17 @@ "# Convert SG Models to CoreML" ] }, + { + "cell_type": "markdown", + "source": [ + "Let's install the minimal dependencies for getting started.
\n", + "Those will be 'super-gradients' and 'coremltools'.
\n", + "If you are using Colab, please restart the kernel after they are installed and only then continue." + ], + "metadata": { + "id": "KrBvHOjq669c" + } + }, { "cell_type": "code", "execution_count": 1, @@ -17,7 +28,7 @@ "base_uri": "https://localhost:8080/" }, "id": "yMeIBtysNwTr", - "outputId": "d1e30177-88c5-431b-f4d4-4babb72cb89c" + "outputId": "65e73080-917f-44b6-9006-e7933b26cca0" }, "outputs": [ { @@ -25,113 +36,55 @@ "name": "stdout", "text": [ "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", - "Collecting super-gradients\n", - " Downloading super_gradients-3.1.1-py3-none-any.whl (964 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m964.2/964.2 kB\u001b[0m \u001b[31m38.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hCollecting coremltools\n", - " Downloading coremltools-6.3.0-cp310-none-manylinux1_x86_64.whl (1.6 MB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.6/1.6 MB\u001b[0m \u001b[31m58.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hCollecting onnx==1.13.0\n", - " Downloading onnx-1.13.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (13.5 MB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m13.5/13.5 MB\u001b[0m \u001b[31m74.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hRequirement already satisfied: numpy>=1.16.6 in /usr/local/lib/python3.10/dist-packages (from onnx==1.13.0) (1.22.4)\n", + "Requirement already satisfied: super-gradients in /usr/local/lib/python3.10/dist-packages (3.1.1)\n", + "Requirement already satisfied: coremltools in /usr/local/lib/python3.10/dist-packages (6.3.0)\n", + "Requirement already satisfied: onnx==1.13.0 in /usr/local/lib/python3.10/dist-packages (1.13.0)\n", + "Requirement already satisfied: numpy>=1.16.6 in /usr/local/lib/python3.10/dist-packages (from onnx==1.13.0) (1.22.4)\n", "Requirement already satisfied: protobuf<4,>=3.20.2 in /usr/local/lib/python3.10/dist-packages (from onnx==1.13.0) (3.20.3)\n", "Requirement already satisfied: typing-extensions>=3.6.2.1 in /usr/local/lib/python3.10/dist-packages (from onnx==1.13.0) (4.5.0)\n", - "Collecting torch<1.14,>=1.9.0 (from super-gradients)\n", - " Downloading torch-1.13.1-cp310-cp310-manylinux1_x86_64.whl (887.5 MB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m887.5/887.5 MB\u001b[0m \u001b[31m2.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hRequirement already satisfied: tqdm>=4.57.0 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (4.65.0)\n", - "Collecting boto3>=1.17.15 (from super-gradients)\n", - " Downloading boto3-1.26.132-py3-none-any.whl (135 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m135.6/135.6 kB\u001b[0m \u001b[31m6.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hRequirement already satisfied: jsonschema>=3.2.0 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (4.3.3)\n", - "Collecting Deprecated>=1.2.11 (from super-gradients)\n", - " Downloading Deprecated-1.2.13-py2.py3-none-any.whl (9.6 kB)\n", + "Requirement already satisfied: torch<1.14,>=1.9.0 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (1.13.1)\n", + "Requirement already satisfied: tqdm>=4.57.0 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (4.65.0)\n", + "Requirement already satisfied: boto3>=1.17.15 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (1.26.133)\n", + "Requirement already satisfied: jsonschema>=3.2.0 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (4.3.3)\n", + "Requirement already satisfied: Deprecated>=1.2.11 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (1.2.13)\n", "Requirement already satisfied: opencv-python>=4.5.1 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (4.7.0.72)\n", "Requirement already satisfied: scipy>=1.6.1 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (1.10.1)\n", "Requirement already satisfied: matplotlib>=3.3.4 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (3.7.1)\n", "Requirement already satisfied: psutil>=5.8.0 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (5.9.5)\n", "Requirement already satisfied: tensorboard>=2.4.1 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (2.12.2)\n", "Requirement already satisfied: setuptools>=21.0.0 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (67.7.2)\n", - "Collecting coverage~=5.3.1 (from super-gradients)\n", - " Downloading coverage-5.3.1.tar.gz (684 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m684.5/684.5 kB\u001b[0m \u001b[31m38.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25h Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", - "Requirement already satisfied: torchvision>=0.10.0 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (0.15.1+cu118)\n", - "Collecting sphinx~=4.0.2 (from super-gradients)\n", - " Downloading Sphinx-4.0.3-py3-none-any.whl (2.9 MB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.9/2.9 MB\u001b[0m \u001b[31m97.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hCollecting sphinx-rtd-theme (from super-gradients)\n", - " Downloading sphinx_rtd_theme-1.2.0-py2.py3-none-any.whl (2.8 MB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.8/2.8 MB\u001b[0m \u001b[31m113.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hCollecting torchmetrics==0.8 (from super-gradients)\n", - " Downloading torchmetrics-0.8.0-py3-none-any.whl (408 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m408.6/408.6 kB\u001b[0m \u001b[31m42.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hCollecting pillow>=9.2.0 (from super-gradients)\n", - " Downloading Pillow-9.5.0-cp310-cp310-manylinux_2_28_x86_64.whl (3.4 MB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m3.4/3.4 MB\u001b[0m \u001b[31m78.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hCollecting hydra-core>=1.2.0 (from super-gradients)\n", - " Downloading hydra_core-1.3.2-py3-none-any.whl (154 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m154.5/154.5 kB\u001b[0m \u001b[31m21.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hCollecting omegaconf (from super-gradients)\n", - " Downloading omegaconf-2.3.0-py3-none-any.whl (79 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m79.5/79.5 kB\u001b[0m \u001b[31m11.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hCollecting onnxruntime==1.13.1 (from super-gradients)\n", - " Downloading onnxruntime-1.13.1-cp310-cp310-manylinux_2_27_x86_64.whl (4.5 MB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m4.5/4.5 MB\u001b[0m \u001b[31m117.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hRequirement already satisfied: pip-tools>=6.12.1 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (6.13.0)\n", - "Collecting pyparsing==2.4.5 (from super-gradients)\n", - " Downloading pyparsing-2.4.5-py2.py3-none-any.whl (67 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m68.0/68.0 kB\u001b[0m \u001b[31m8.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hCollecting einops==0.3.2 (from super-gradients)\n", - " Downloading einops-0.3.2-py3-none-any.whl (25 kB)\n", - "Collecting pycocotools==2.0.4 (from super-gradients)\n", - " Downloading pycocotools-2.0.4.tar.gz (106 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m106.6/106.6 kB\u001b[0m \u001b[31m15.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25h Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n", - " Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n", - " Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n", - "Collecting treelib==1.6.1 (from super-gradients)\n", - " Downloading treelib-1.6.1.tar.gz (24 kB)\n", - " Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", - "Collecting termcolor==1.1.0 (from super-gradients)\n", - " Downloading termcolor-1.1.0.tar.gz (3.9 kB)\n", - " Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + "Requirement already satisfied: coverage~=5.3.1 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (5.3.1)\n", + "Requirement already satisfied: torchvision>=0.10.0 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (0.14.1)\n", + "Requirement already satisfied: sphinx~=4.0.2 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (4.0.3)\n", + "Requirement already satisfied: sphinx-rtd-theme in /usr/local/lib/python3.10/dist-packages (from super-gradients) (1.2.0)\n", + "Requirement already satisfied: torchmetrics==0.8 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (0.8.0)\n", + "Requirement already satisfied: pillow>=9.2.0 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (9.5.0)\n", + "Requirement already satisfied: hydra-core>=1.2.0 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (1.3.2)\n", + "Requirement already satisfied: omegaconf in /usr/local/lib/python3.10/dist-packages (from super-gradients) (2.3.0)\n", + "Requirement already satisfied: onnxruntime==1.13.1 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (1.13.1)\n", + "Requirement already satisfied: pip-tools>=6.12.1 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (6.13.0)\n", + "Requirement already satisfied: pyparsing==2.4.5 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (2.4.5)\n", + "Requirement already satisfied: einops==0.3.2 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (0.3.2)\n", + "Requirement already satisfied: pycocotools==2.0.4 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (2.0.4)\n", + "Requirement already satisfied: treelib==1.6.1 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (1.6.1)\n", + "Requirement already satisfied: termcolor==1.1.0 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (1.1.0)\n", "Requirement already satisfied: packaging>=20.4 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (23.1)\n", "Requirement already satisfied: wheel>=0.38.0 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (0.40.0)\n", "Requirement already satisfied: pygments>=2.7.4 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (2.14.0)\n", - "Collecting stringcase>=1.2.0 (from super-gradients)\n", - " Downloading stringcase-1.2.0.tar.gz (3.0 kB)\n", - " Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", - "Collecting rapidfuzz (from super-gradients)\n", - " Downloading rapidfuzz-3.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.0 MB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m3.0/3.0 MB\u001b[0m \u001b[31m80.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hCollecting json-tricks==3.16.1 (from super-gradients)\n", - " Downloading json_tricks-3.16.1-py2.py3-none-any.whl (27 kB)\n", - "Collecting onnx-simplifier<1.0,>=0.3.6 (from super-gradients)\n", - " Downloading onnx_simplifier-0.4.28-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.1 MB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.1/2.1 MB\u001b[0m \u001b[31m110.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hCollecting coloredlogs (from onnxruntime==1.13.1->super-gradients)\n", - " Downloading coloredlogs-15.0.1-py2.py3-none-any.whl (46 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m46.0/46.0 kB\u001b[0m \u001b[31m6.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hRequirement already satisfied: flatbuffers in /usr/local/lib/python3.10/dist-packages (from onnxruntime==1.13.1->super-gradients) (23.3.3)\n", + "Requirement already satisfied: stringcase>=1.2.0 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (1.2.0)\n", + "Requirement already satisfied: rapidfuzz in /usr/local/lib/python3.10/dist-packages (from super-gradients) (3.0.0)\n", + "Requirement already satisfied: json-tricks==3.16.1 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (3.16.1)\n", + "Requirement already satisfied: onnx-simplifier<1.0,>=0.3.6 in /usr/local/lib/python3.10/dist-packages (from super-gradients) (0.4.28)\n", + "Requirement already satisfied: coloredlogs in /usr/local/lib/python3.10/dist-packages (from onnxruntime==1.13.1->super-gradients) (15.0.1)\n", + "Requirement already satisfied: flatbuffers in /usr/local/lib/python3.10/dist-packages (from onnxruntime==1.13.1->super-gradients) (23.3.3)\n", "Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from onnxruntime==1.13.1->super-gradients) (1.11.1)\n", - "Collecting pyDeprecate==0.3.* (from torchmetrics==0.8->super-gradients)\n", - " Downloading pyDeprecate-0.3.2-py3-none-any.whl (10 kB)\n", + "Requirement already satisfied: pyDeprecate==0.3.* in /usr/local/lib/python3.10/dist-packages (from torchmetrics==0.8->super-gradients) (0.3.2)\n", "Requirement already satisfied: future in /usr/local/lib/python3.10/dist-packages (from treelib==1.6.1->super-gradients) (0.18.3)\n", - "Collecting botocore<1.30.0,>=1.29.132 (from boto3>=1.17.15->super-gradients)\n", - " Downloading botocore-1.29.132-py3-none-any.whl (10.7 MB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m10.7/10.7 MB\u001b[0m \u001b[31m131.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hCollecting jmespath<2.0.0,>=0.7.1 (from boto3>=1.17.15->super-gradients)\n", - " Downloading jmespath-1.0.1-py3-none-any.whl (20 kB)\n", - "Collecting s3transfer<0.7.0,>=0.6.0 (from boto3>=1.17.15->super-gradients)\n", - " Downloading s3transfer-0.6.1-py3-none-any.whl (79 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m79.8/79.8 kB\u001b[0m \u001b[31m10.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hRequirement already satisfied: wrapt<2,>=1.10 in /usr/local/lib/python3.10/dist-packages (from Deprecated>=1.2.11->super-gradients) (1.14.1)\n", - "Collecting antlr4-python3-runtime==4.9.* (from hydra-core>=1.2.0->super-gradients)\n", - " Downloading antlr4-python3-runtime-4.9.3.tar.gz (117 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m117.0/117.0 kB\u001b[0m \u001b[31m15.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25h Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + "Requirement already satisfied: botocore<1.30.0,>=1.29.133 in /usr/local/lib/python3.10/dist-packages (from boto3>=1.17.15->super-gradients) (1.29.133)\n", + "Requirement already satisfied: jmespath<2.0.0,>=0.7.1 in /usr/local/lib/python3.10/dist-packages (from boto3>=1.17.15->super-gradients) (1.0.1)\n", + "Requirement already satisfied: s3transfer<0.7.0,>=0.6.0 in /usr/local/lib/python3.10/dist-packages (from boto3>=1.17.15->super-gradients) (0.6.1)\n", + "Requirement already satisfied: wrapt<2,>=1.10 in /usr/local/lib/python3.10/dist-packages (from Deprecated>=1.2.11->super-gradients) (1.14.1)\n", + "Requirement already satisfied: antlr4-python3-runtime==4.9.* in /usr/local/lib/python3.10/dist-packages (from hydra-core>=1.2.0->super-gradients) (4.9.3)\n", "Requirement already satisfied: attrs>=17.4.0 in /usr/local/lib/python3.10/dist-packages (from jsonschema>=3.2.0->super-gradients) (23.1.0)\n", "Requirement already satisfied: pyrsistent!=0.17.0,!=0.17.1,!=0.17.2,>=0.14.0 in /usr/local/lib/python3.10/dist-packages (from jsonschema>=3.2.0->super-gradients) (0.19.3)\n", "Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3.3.4->super-gradients) (1.0.7)\n", @@ -165,31 +118,13 @@ "Requirement already satisfied: tensorboard-data-server<0.8.0,>=0.7.0 in /usr/local/lib/python3.10/dist-packages (from tensorboard>=2.4.1->super-gradients) (0.7.0)\n", "Requirement already satisfied: tensorboard-plugin-wit>=1.6.0 in /usr/local/lib/python3.10/dist-packages (from tensorboard>=2.4.1->super-gradients) (1.8.1)\n", "Requirement already satisfied: werkzeug>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from tensorboard>=2.4.1->super-gradients) (2.3.0)\n", - "Collecting nvidia-cuda-runtime-cu11==11.7.99 (from torch<1.14,>=1.9.0->super-gradients)\n", - " Downloading nvidia_cuda_runtime_cu11-11.7.99-py3-none-manylinux1_x86_64.whl (849 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m849.3/849.3 kB\u001b[0m \u001b[31m66.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hCollecting nvidia-cudnn-cu11==8.5.0.96 (from torch<1.14,>=1.9.0->super-gradients)\n", - " Downloading nvidia_cudnn_cu11-8.5.0.96-2-py3-none-manylinux1_x86_64.whl (557.1 MB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m557.1/557.1 MB\u001b[0m \u001b[31m2.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hCollecting nvidia-cublas-cu11==11.10.3.66 (from torch<1.14,>=1.9.0->super-gradients)\n", - " Downloading nvidia_cublas_cu11-11.10.3.66-py3-none-manylinux1_x86_64.whl (317.1 MB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m317.1/317.1 MB\u001b[0m \u001b[31m5.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hCollecting nvidia-cuda-nvrtc-cu11==11.7.99 (from torch<1.14,>=1.9.0->super-gradients)\n", - " Downloading nvidia_cuda_nvrtc_cu11-11.7.99-2-py3-none-manylinux1_x86_64.whl (21.0 MB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m21.0/21.0 MB\u001b[0m \u001b[31m91.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hINFO: pip is looking at multiple versions of torchvision to determine which version is compatible with other requirements. This could take a while.\n", - "Collecting torchvision>=0.10.0 (from super-gradients)\n", - " Downloading torchvision-0.15.2-cp310-cp310-manylinux1_x86_64.whl (6.0 MB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m6.0/6.0 MB\u001b[0m \u001b[31m121.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25h Downloading torchvision-0.15.1-cp310-cp310-manylinux1_x86_64.whl (6.0 MB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m6.0/6.0 MB\u001b[0m \u001b[31m122.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25h Downloading torchvision-0.14.1-cp310-cp310-manylinux1_x86_64.whl (24.2 MB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m24.2/24.2 MB\u001b[0m \u001b[31m82.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hCollecting sphinxcontrib-jquery!=3.0.0,>=2.0.0 (from sphinx-rtd-theme->super-gradients)\n", - " Downloading sphinxcontrib_jquery-4.1-py2.py3-none-any.whl (121 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m121.1/121.1 kB\u001b[0m \u001b[31m13.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hRequirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->onnxruntime==1.13.1->super-gradients) (1.3.0)\n", - "Requirement already satisfied: urllib3<1.27,>=1.25.4 in /usr/local/lib/python3.10/dist-packages (from botocore<1.30.0,>=1.29.132->boto3>=1.17.15->super-gradients) (1.26.15)\n", + "Requirement already satisfied: nvidia-cuda-runtime-cu11==11.7.99 in /usr/local/lib/python3.10/dist-packages (from torch<1.14,>=1.9.0->super-gradients) (11.7.99)\n", + "Requirement already satisfied: nvidia-cudnn-cu11==8.5.0.96 in /usr/local/lib/python3.10/dist-packages (from torch<1.14,>=1.9.0->super-gradients) (8.5.0.96)\n", + "Requirement already satisfied: nvidia-cublas-cu11==11.10.3.66 in /usr/local/lib/python3.10/dist-packages (from torch<1.14,>=1.9.0->super-gradients) (11.10.3.66)\n", + "Requirement already satisfied: nvidia-cuda-nvrtc-cu11==11.7.99 in /usr/local/lib/python3.10/dist-packages (from torch<1.14,>=1.9.0->super-gradients) (11.7.99)\n", + "Requirement already satisfied: sphinxcontrib-jquery!=3.0.0,>=2.0.0 in /usr/local/lib/python3.10/dist-packages (from sphinx-rtd-theme->super-gradients) (4.1)\n", + "Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->onnxruntime==1.13.1->super-gradients) (1.3.0)\n", + "Requirement already satisfied: urllib3<1.27,>=1.25.4 in /usr/local/lib/python3.10/dist-packages (from botocore<1.30.0,>=1.29.133->boto3>=1.17.15->super-gradients) (1.26.15)\n", "Requirement already satisfied: cachetools<6.0,>=2.0.0 in /usr/local/lib/python3.10/dist-packages (from google-auth<3,>=1.6.3->tensorboard>=2.4.1->super-gradients) (5.3.0)\n", "Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.10/dist-packages (from google-auth<3,>=1.6.3->tensorboard>=2.4.1->super-gradients) (0.3.0)\n", "Requirement already satisfied: six>=1.9.0 in /usr/local/lib/python3.10/dist-packages (from google-auth<3,>=1.6.3->tensorboard>=2.4.1->super-gradients) (1.16.0)\n", @@ -201,67 +136,11 @@ "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests>=2.5.0->sphinx~=4.0.2->super-gradients) (3.4)\n", "Requirement already satisfied: pyproject_hooks in /usr/local/lib/python3.10/dist-packages (from build->pip-tools>=6.12.1->super-gradients) (1.0.0)\n", "Requirement already satisfied: tomli>=1.1.0 in /usr/local/lib/python3.10/dist-packages (from build->pip-tools>=6.12.1->super-gradients) (2.0.1)\n", - "Collecting humanfriendly>=9.1 (from coloredlogs->onnxruntime==1.13.1->super-gradients)\n", - " Downloading humanfriendly-10.0-py2.py3-none-any.whl (86 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m86.8/86.8 kB\u001b[0m \u001b[31m11.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hRequirement already satisfied: markdown-it-py<3.0.0,>=2.2.0 in /usr/local/lib/python3.10/dist-packages (from rich->onnx-simplifier<1.0,>=0.3.6->super-gradients) (2.2.0)\n", + "Requirement already satisfied: humanfriendly>=9.1 in /usr/local/lib/python3.10/dist-packages (from coloredlogs->onnxruntime==1.13.1->super-gradients) (10.0)\n", + "Requirement already satisfied: markdown-it-py<3.0.0,>=2.2.0 in /usr/local/lib/python3.10/dist-packages (from rich->onnx-simplifier<1.0,>=0.3.6->super-gradients) (2.2.0)\n", "Requirement already satisfied: mdurl~=0.1 in /usr/local/lib/python3.10/dist-packages (from markdown-it-py<3.0.0,>=2.2.0->rich->onnx-simplifier<1.0,>=0.3.6->super-gradients) (0.1.2)\n", "Requirement already satisfied: pyasn1<0.6.0,>=0.4.6 in /usr/local/lib/python3.10/dist-packages (from pyasn1-modules>=0.2.1->google-auth<3,>=1.6.3->tensorboard>=2.4.1->super-gradients) (0.5.0)\n", - "Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.10/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<1.1,>=0.5->tensorboard>=2.4.1->super-gradients) (3.2.2)\n", - "Building wheels for collected packages: pycocotools, termcolor, treelib, coverage, antlr4-python3-runtime, stringcase\n", - " Building wheel for pycocotools (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n", - " Created wheel for pycocotools: filename=pycocotools-2.0.4-cp310-cp310-linux_x86_64.whl size=398141 sha256=ec0226db75717b1be10b02c969407aa2d3ad77e28183f4c2dec798aadb17492a\n", - " Stored in directory: /root/.cache/pip/wheels/a6/32/80/d5fe20c79fd05d626c0bc0ee44294db21b674267b2271588fa\n", - " Building wheel for termcolor (setup.py) ... \u001b[?25l\u001b[?25hdone\n", - " Created wheel for termcolor: filename=termcolor-1.1.0-py3-none-any.whl size=4832 sha256=1aa5dc1123e6bdebdd80724495a2a3298e2220a9dcf46101a9662c0fbf8ebe26\n", - " Stored in directory: /root/.cache/pip/wheels/a1/49/46/1b13a65d8da11238af9616b00fdde6d45b0f95d9291bac8452\n", - " Building wheel for treelib (setup.py) ... \u001b[?25l\u001b[?25hdone\n", - " Created wheel for treelib: filename=treelib-1.6.1-py3-none-any.whl size=18368 sha256=1a21cb9da98297e2ec2748f617427c1e108e9273dd967c729d0a34ca6eda79fe\n", - " Stored in directory: /root/.cache/pip/wheels/63/72/8b/76569b82bf280a03c4e294c3b29ee2398217186369c427ed4b\n", - " Building wheel for coverage (setup.py) ... \u001b[?25l\u001b[?25hdone\n", - " Created wheel for coverage: filename=coverage-5.3.1-cp310-cp310-linux_x86_64.whl size=243145 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" + "Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.10/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<1.1,>=0.5->tensorboard>=2.4.1->super-gradients) (3.2.2)\n" ] } ], @@ -269,6 +148,24 @@ "!python3 -m pip install super-gradients coremltools onnx==1.13.0" ] }, + { + "cell_type": "markdown", + "source": [ + "## Restart the notebook, and then continue;" + ], + "metadata": { + "id": "En9ynj-NQBHz" + } + }, + { + "cell_type": "markdown", + "source": [ + "Let's import everything we need, including super gradients and coremltools." + ], + "metadata": { + "id": "zQxKWCue32If" + } + }, { "cell_type": "code", "execution_count": 1, @@ -277,7 +174,7 @@ "base_uri": "https://localhost:8080/" }, "id": "T35TnKXFNwTt", - "outputId": "af2bb917-36fa-4a98-89c6-cae6842c5833" + "outputId": "c1768934-1f87-4f28-fbed-0bfa7d03e75f" }, "outputs": [ { @@ -286,7 +183,7 @@ "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" + "[2023-05-15 10:56:48] INFO - crash_tips_setup.py - Crash tips is enabled. You can set your environment variable to CRASH_HANDLER=FALSE to disable it\n" ] }, { @@ -302,16 +199,16 @@ "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" + "[2023-05-15 10:57:00] WARNING - __init__.py - Failed to import pytorch_quantization\n", + "[2023-05-15 10:57:00] WARNING - calibrator.py - Failed to import pytorch_quantization\n", + "[2023-05-15 10:57:00] WARNING - export.py - Failed to import pytorch_quantization\n", + "[2023-05-15 10:57:00] 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", + "import os\n", "\n", "import coremltools as ct\n", "from super_gradients.common.object_names import Models\n", @@ -325,84 +222,57 @@ "id": "tIryGpopNwTt" }, "source": [ - "## Load any model" + "## Load any SG model" ] }, + { + "cell_type": "markdown", + "source": [ + "For this tutorial we will use the YOLO-NAS-S model.
\n", + "We will load the pretrained version of Deci's YOLO NAS S model and convert the graph representation from PyTorch to CoreML.
\n", + "We also must define an example input - It is required when exporting torch models.
" + ], + "metadata": { + "id": "mC6z8r4J4Ruu" + } + }, { "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" - ] + "base_uri": "https://localhost:8080/" }, "id": "O9iQMb5aNwTu", - "outputId": "3bd8f792-f3f4-4579-8e42-16d45895ddb7" + "outputId": "dafef7a9-9005-475a-f616-afa4e1749835" }, "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", + "[2023-05-15 10:57:00] 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\n", + "In this case, our file is named \"deci-yolo-nas-s.mlmodel\" in the current working directory ('/content' in google colab)." + ], + "metadata": { + "id": "IvkD2MWF5XNr" + } + }, { "cell_type": "code", "execution_count": 4, @@ -483,13 +372,14 @@ "base_uri": "https://localhost:8080/" }, "id": "e5ArIe1cNwTx", - "outputId": "727695c2-ac26-4059-a10d-9b363648c348" + "outputId": "f4689314-1ba1-4d0c-c973-356d97e0bca1" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ + "Loaded successfully\n", "Building model...\n", "YoloNAS_S(\n", " (backbone): NStageBackbone(\n", @@ -497,11 +387,6 @@ " (conv): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(3, 48, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(48, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(3, 48, kernel_size=(1, 1), stride=(2, 2))\n", " (post_bn): BatchNorm2d(48, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(3, 48, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1))\n", " )\n", @@ -510,11 +395,6 @@ " (downsample): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(48, 96, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(48, 96, kernel_size=(1, 1), stride=(2, 2))\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(48, 96, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1))\n", " )\n", @@ -539,24 +419,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(32, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(32, 32, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(32, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(32, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(32, 32, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(32, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -566,24 +434,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(32, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(32, 32, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(32, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(32, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(32, 32, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(32, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -596,11 +452,6 @@ " (downsample): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 192, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(192, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 192, kernel_size=(1, 1), stride=(2, 2))\n", " (post_bn): BatchNorm2d(192, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 192, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1))\n", " )\n", @@ -625,24 +476,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -652,24 +491,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -679,24 +506,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -709,11 +524,6 @@ " (downsample): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(192, 384, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(384, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(192, 384, kernel_size=(1, 1), stride=(2, 2))\n", " (post_bn): BatchNorm2d(384, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(192, 384, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1))\n", " )\n", @@ -738,24 +548,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 96, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 96, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -765,24 +563,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 96, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 96, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -792,24 +578,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 96, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 96, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -819,24 +593,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 96, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 96, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -846,24 +608,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 96, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 96, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -876,11 +626,6 @@ " (downsample): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(384, 768, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(768, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(384, 768, kernel_size=(1, 1), stride=(2, 2))\n", " (post_bn): BatchNorm2d(768, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(384, 768, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1))\n", " )\n", @@ -905,24 +650,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(192, 192, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(192, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(192, 192, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(192, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(192, 192, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(192, 192, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(192, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(192, 192, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(192, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(192, 192, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -932,24 +665,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(192, 192, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(192, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(192, 192, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(192, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(192, 192, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(192, 192, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(192, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(192, 192, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(192, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(192, 192, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -1025,24 +746,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -1052,24 +761,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -1126,24 +823,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(48, 48, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(48, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(48, 48, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(48, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(48, 48, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(48, 48, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(48, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(48, 48, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(48, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(48, 48, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -1153,24 +838,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(48, 48, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(48, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(48, 48, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(48, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(48, 48, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(48, 48, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(48, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(48, 48, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(48, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(48, 48, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -1380,11 +1053,6 @@ " (conv): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(3, 48, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(48, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(3, 48, kernel_size=(1, 1), stride=(2, 2))\n", " (post_bn): BatchNorm2d(48, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(3, 48, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1))\n", " )\n", @@ -1393,11 +1061,6 @@ " (downsample): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(48, 96, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(48, 96, kernel_size=(1, 1), stride=(2, 2))\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(48, 96, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1))\n", " )\n", @@ -1422,24 +1085,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(32, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(32, 32, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(32, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(32, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(32, 32, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(32, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -1449,24 +1100,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(32, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(32, 32, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(32, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(32, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(32, 32, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(32, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -1479,11 +1118,6 @@ " (downsample): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 192, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(192, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 192, kernel_size=(1, 1), stride=(2, 2))\n", " (post_bn): BatchNorm2d(192, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 192, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1))\n", " )\n", @@ -1508,24 +1142,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -1535,24 +1157,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -1562,24 +1172,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -1592,11 +1190,6 @@ " (downsample): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(192, 384, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(384, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(192, 384, kernel_size=(1, 1), stride=(2, 2))\n", " (post_bn): BatchNorm2d(384, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(192, 384, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1))\n", " )\n", @@ -1621,24 +1214,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 96, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 96, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -1648,24 +1229,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 96, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 96, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -1675,24 +1244,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 96, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 96, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -1702,24 +1259,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 96, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 96, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -1729,24 +1274,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 96, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(96, 96, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(96, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(96, 96, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -1759,11 +1292,6 @@ " (downsample): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(384, 768, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(768, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(384, 768, kernel_size=(1, 1), stride=(2, 2))\n", " (post_bn): BatchNorm2d(768, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(384, 768, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1))\n", " )\n", @@ -1788,24 +1316,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(192, 192, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(192, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(192, 192, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(192, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(192, 192, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(192, 192, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(192, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(192, 192, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(192, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(192, 192, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -1815,24 +1331,12 @@ " (cv1): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(192, 192, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(192, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(192, 192, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(192, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(192, 192, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", " (cv2): QARepVGGBlock(\n", " (nonlinearity): ReLU(inplace=True)\n", " (se): Identity()\n", - " (branch_3x3): Sequential(\n", - " (conv): Conv2d(192, 192, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", - " (bn): BatchNorm2d(192, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", - " )\n", - " (branch_1x1): Conv2d(192, 192, kernel_size=(1, 1), stride=(1, 1))\n", - " (identity): Residual()\n", " (post_bn): BatchNorm2d(192, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)\n", " (rbr_reparam): Conv2d(192, 192, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n", " )\n", @@ -1861,7 +1365,7 @@ "))\n", "Creating torch jit trace...\n", "Tracing the model with the provided inputs...\n", - "Inferred output shapes: [torch.Size([1, 1029, 4]), torch.Size([1, 1029, 80])]\n", + "Inferred output shapes: [torch.Size([1, 8400, 4]), torch.Size([1, 8400, 80])]\n", "Converting to CoreML...\n" ] }, @@ -1869,3483 +1373,2984 @@ "output_type": "stream", "name": "stderr", "text": [ - "[2023-05-11 14:33:05] WARNING - torchir_passes.py - Tuple detected at graph output. This will be flattened in the converted model.\n", - "[2023-05-11 14:33:05] INFO - converter.py - Converting graph.\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stem.conv.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stem.conv.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stem.conv.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stem.conv.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stem.conv.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stem.conv.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stem.conv.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stem.conv.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stem.conv.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stem.conv.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stem.conv.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.downsample.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.downsample.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.downsample.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.downsample.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.downsample.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.downsample.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.downsample.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.downsample.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.downsample.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.downsample.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.downsample.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.conv1.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.conv1.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.conv1.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.conv1.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.conv1.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.alpha' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv1.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv1.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv1.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv1.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv1.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv1.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv1.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv1.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv1.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv1.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv1.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv2.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv2.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv2.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv2.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv2.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv2.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv2.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv2.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv2.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv2.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.0.cv2.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.alpha' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv1.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv1.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv1.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv1.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv1.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv1.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv1.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv1.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv1.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv1.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv1.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv2.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv2.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv2.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv2.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv2.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv2.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv2.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv2.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv2.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv2.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.bottlenecks.1.cv2.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.conv2.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.conv2.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.conv2.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.conv2.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.conv2.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.conv3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.conv3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.conv3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.conv3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage1.blocks.conv3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.downsample.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.downsample.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.downsample.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.downsample.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.downsample.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.downsample.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.downsample.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.downsample.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.downsample.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.downsample.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.downsample.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.conv1.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.conv1.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.conv1.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.conv1.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.conv1.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.alpha' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv1.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv1.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv1.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv1.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv1.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv1.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv1.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv1.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv1.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv1.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv1.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv2.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv2.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv2.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv2.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv2.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv2.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv2.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv2.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv2.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv2.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.0.cv2.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.alpha' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv1.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv1.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv1.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv1.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv1.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv1.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv1.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv1.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv1.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv1.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv1.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv2.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv2.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv2.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv2.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv2.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv2.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv2.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv2.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv2.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv2.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.1.cv2.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.alpha' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv1.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv1.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv1.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv1.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv1.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv1.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv1.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv1.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv1.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv1.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv1.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv2.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv2.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv2.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv2.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv2.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv2.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv2.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv2.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv2.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv2.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.bottlenecks.2.cv2.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.conv2.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.conv2.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.conv2.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.conv2.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.conv2.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.conv3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.conv3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.conv3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.conv3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage2.blocks.conv3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.downsample.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.downsample.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.downsample.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.downsample.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.downsample.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.downsample.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.downsample.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.downsample.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.downsample.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.downsample.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.downsample.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.conv1.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.conv1.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.conv1.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.conv1.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.conv1.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.alpha' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv1.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv1.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv1.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv1.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv1.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv1.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv1.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv1.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv1.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv1.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv1.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv2.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv2.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv2.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv2.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv2.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv2.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv2.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv2.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv2.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv2.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.0.cv2.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.alpha' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv1.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv1.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv1.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv1.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv1.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv1.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv1.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv1.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv1.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv1.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv1.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv2.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv2.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv2.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv2.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv2.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv2.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv2.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv2.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv2.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv2.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.1.cv2.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.alpha' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv1.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv1.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv1.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv1.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv1.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv1.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv1.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv1.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv1.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv1.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv1.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv2.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv2.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv2.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv2.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv2.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv2.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv2.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv2.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv2.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv2.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.2.cv2.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.alpha' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv1.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv1.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv1.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv1.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv1.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv1.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv1.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv1.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv1.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv1.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv1.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv2.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv2.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv2.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv2.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv2.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv2.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv2.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv2.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv2.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv2.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.3.cv2.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.alpha' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv1.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv1.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv1.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv1.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv1.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv1.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv1.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv1.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv1.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv1.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv1.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv2.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv2.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv2.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv2.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv2.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv2.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv2.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv2.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv2.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv2.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.bottlenecks.4.cv2.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.conv2.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.conv2.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.conv2.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.conv2.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.conv2.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.conv3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.conv3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.conv3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.conv3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage3.blocks.conv3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.downsample.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.downsample.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.downsample.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.downsample.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.downsample.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.downsample.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.downsample.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.downsample.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.downsample.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.downsample.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.downsample.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.conv1.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.conv1.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.conv1.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.conv1.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.conv1.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.alpha' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv1.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv1.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv1.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv1.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv1.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv1.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv1.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv1.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv1.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv1.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv1.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv2.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv2.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv2.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv2.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv2.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv2.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv2.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv2.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv2.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv2.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.0.cv2.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.alpha' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv1.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv1.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv1.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv1.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv1.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv1.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv1.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv1.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv1.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv1.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv1.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv2.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv2.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv2.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv2.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv2.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv2.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv2.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv2.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv2.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv2.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.bottlenecks.1.cv2.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.conv2.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.conv2.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.conv2.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.conv2.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.conv2.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.conv3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.conv3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.conv3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.conv3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.stage4.blocks.conv3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.context_module.cv1.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.context_module.cv1.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.context_module.cv1.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.context_module.cv1.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.context_module.cv1.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.context_module.cv2.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.context_module.cv2.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.context_module.cv2.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.context_module.cv2.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'backbone.context_module.cv2.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.reduce_skip1.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.reduce_skip1.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.reduce_skip1.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.reduce_skip1.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.reduce_skip1.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.reduce_skip2.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.reduce_skip2.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.reduce_skip2.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.reduce_skip2.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.reduce_skip2.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.downsample.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.downsample.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.downsample.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.downsample.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.downsample.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.conv.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.conv.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.conv.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.conv.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.conv.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.upsample.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.upsample.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.reduce_after_concat.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.reduce_after_concat.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.reduce_after_concat.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.reduce_after_concat.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.reduce_after_concat.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.conv1.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.conv1.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.conv1.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.conv1.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.conv1.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.alpha' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv1.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv1.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv1.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv1.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv1.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv1.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv1.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv1.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv1.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv1.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv1.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv2.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv2.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv2.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv2.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv2.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv2.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv2.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv2.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv2.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv2.post_bn.bias' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.0.cv2.post_bn.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.alpha' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv1.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv1.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:05] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv1.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv1.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv1.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv1.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv1.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv1.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv1.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv1.post_bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv1.post_bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv2.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv2.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv2.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv2.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv2.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv2.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv2.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv2.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv2.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv2.post_bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.bottlenecks.1.cv2.post_bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.conv2.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.conv2.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.conv2.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.conv2.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.conv2.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.conv3.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.conv3.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.conv3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.conv3.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck1.blocks.conv3.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.reduce_skip1.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.reduce_skip1.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.reduce_skip1.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.reduce_skip1.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.reduce_skip1.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.reduce_skip2.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.reduce_skip2.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.reduce_skip2.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.reduce_skip2.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.reduce_skip2.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.downsample.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.downsample.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.downsample.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.downsample.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.downsample.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.conv.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.conv.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.conv.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.conv.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.conv.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.upsample.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.upsample.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.reduce_after_concat.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.reduce_after_concat.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.reduce_after_concat.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.reduce_after_concat.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.reduce_after_concat.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.conv1.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.conv1.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.conv1.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.conv1.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.conv1.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.alpha' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv1.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv1.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv1.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv1.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv1.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv1.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv1.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv1.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv1.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv1.post_bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv1.post_bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv2.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv2.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv2.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv2.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv2.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv2.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv2.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv2.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv2.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv2.post_bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.0.cv2.post_bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.alpha' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv1.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv1.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv1.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv1.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv1.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv1.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv1.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv1.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv1.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv1.post_bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv1.post_bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv2.branch_3x3.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv2.branch_3x3.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv2.branch_3x3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv2.branch_3x3.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv2.branch_3x3.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv2.branch_1x1.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv2.branch_1x1.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv2.post_bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv2.post_bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv2.post_bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.bottlenecks.1.cv2.post_bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.conv2.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.conv2.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.conv2.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.conv2.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.conv2.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.conv3.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.conv3.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.conv3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.conv3.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck2.blocks.conv3.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.conv.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.conv.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.conv.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.conv.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.conv.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.conv1.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.conv1.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.conv1.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.conv1.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.conv1.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.0.alpha' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.0.cv1.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.0.cv1.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.0.cv1.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.0.cv1.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.0.cv1.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.0.cv2.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.0.cv2.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.0.cv2.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.0.cv2.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.0.cv2.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.1.alpha' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.1.cv1.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.1.cv1.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.1.cv1.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.1.cv1.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.1.cv1.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.1.cv2.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.1.cv2.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.1.cv2.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.1.cv2.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.bottlenecks.1.cv2.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.conv2.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.conv2.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.conv2.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.conv2.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.conv2.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.conv3.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.conv3.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.conv3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.conv3.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck3.blocks.conv3.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.conv.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.conv.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.conv.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.conv.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.conv.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.conv1.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.conv1.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.conv1.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.conv1.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.conv1.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.0.alpha' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.0.cv1.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.0.cv1.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.0.cv1.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.0.cv1.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.0.cv1.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.0.cv2.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.0.cv2.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.0.cv2.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.0.cv2.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.0.cv2.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.1.alpha' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.1.cv1.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.1.cv1.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.1.cv1.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.1.cv1.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.1.cv1.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.1.cv2.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.1.cv2.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.1.cv2.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.1.cv2.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.bottlenecks.1.cv2.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.conv2.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.conv2.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.conv2.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.conv2.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.conv2.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.conv3.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.conv3.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.conv3.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.conv3.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'neck.neck4.blocks.conv3.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.proj_conv' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head1.stem.seq.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head1.stem.seq.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head1.stem.seq.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head1.stem.seq.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head1.stem.seq.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head1.cls_convs.0.seq.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head1.cls_convs.0.seq.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head1.cls_convs.0.seq.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head1.cls_convs.0.seq.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head1.cls_convs.0.seq.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head1.cls_pred.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head1.cls_pred.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head1.reg_convs.0.seq.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head1.reg_convs.0.seq.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head1.reg_convs.0.seq.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head1.reg_convs.0.seq.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head1.reg_convs.0.seq.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head1.reg_pred.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head1.reg_pred.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head2.stem.seq.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head2.stem.seq.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head2.stem.seq.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head2.stem.seq.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head2.stem.seq.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head2.cls_convs.0.seq.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head2.cls_convs.0.seq.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head2.cls_convs.0.seq.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head2.cls_convs.0.seq.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head2.cls_convs.0.seq.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head2.cls_pred.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head2.cls_pred.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head2.reg_convs.0.seq.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head2.reg_convs.0.seq.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head2.reg_convs.0.seq.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head2.reg_convs.0.seq.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head2.reg_convs.0.seq.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head2.reg_pred.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head2.reg_pred.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head3.stem.seq.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head3.stem.seq.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head3.stem.seq.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head3.stem.seq.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head3.stem.seq.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head3.cls_convs.0.seq.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head3.cls_convs.0.seq.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head3.cls_convs.0.seq.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head3.cls_convs.0.seq.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head3.cls_convs.0.seq.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head3.cls_pred.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head3.cls_pred.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head3.reg_convs.0.seq.conv.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head3.reg_convs.0.seq.bn.running_var' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head3.reg_convs.0.seq.bn.running_mean' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head3.reg_convs.0.seq.bn.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head3.reg_convs.0.seq.bn.weight' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head3.reg_pred.bias' of type const\n", - "[2023-05-11 14:33:06] INFO - builder.py - Adding op 'heads.head3.reg_pred.weight' of type const\n", - "Converting PyTorch Frontend ==> 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 MIL Ops: 0%| | 0/972 [00:00 MIL Ops: 3%|▎ | 30/972 [00:00<00:03, 294.65 ops/s][2023-05-15 10:57:18] INFO - ops.py - Converting op 67 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '67' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.13 : _convolution\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.13' of type conv\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.13_pad_type_0' of type const\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.13_pad_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.15 : batch_norm\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.15' of type batch_norm\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op x.3 : relu_\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'x.3' of type relu\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 80 : mul\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '80' of type mul\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 85 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '85' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 86 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '86' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 87 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '87' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 88 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '88' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.17 : _convolution\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.17' of type conv\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.17_pad_type_0' of type const\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.17_pad_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.19 : batch_norm\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.19' of type batch_norm\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.21 : relu_\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.21' of type relu\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 100 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '100' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 101 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '101' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 102 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '102' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 103 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '103' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.23 : _convolution\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.23' of type conv\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.23_pad_type_0' of type const\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.23_pad_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.25 : batch_norm\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.25' of type batch_norm\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 110 : relu_\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '110' of type relu\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op x.5 : add\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'x.5' of type add\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 115 : mul\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '115' of type mul\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 120 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '120' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 121 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '121' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 122 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '122' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 123 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '123' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.27 : _convolution\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.27' of type conv\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.27_pad_type_0' of type const\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.27_pad_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.29 : batch_norm\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.29' of type batch_norm\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.31 : relu_\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.31' of type relu\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 135 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '135' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 136 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '136' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 6%|▌ | 60/972 [00:00<00:03, 293.37 ops/s][2023-05-15 10:57:18] INFO - ops.py - Converting op 137 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '137' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 138 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '138' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.33 : _convolution\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.33' of type conv\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.33_pad_type_0' of type const\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.33_pad_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.35 : batch_norm\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.35' of type batch_norm\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 145 : relu_\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '145' of type relu\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 146 : add\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '146' of type add\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 150 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '150' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 151 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '151' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 152 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '152' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 153 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '153' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.37 : _convolution\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.37' of type conv\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.37_pad_type_0' of type const\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.37_pad_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.39 : batch_norm\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.39' of type batch_norm\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op x_2.1 : relu_\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'x_2.1' of type relu\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 161 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.41 : cat\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.41' of type concat\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.41_interleave_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 166 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '166' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 167 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '167' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 168 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '168' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 169 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '169' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.43 : _convolution\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.43' of type conv\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.43_pad_type_0' of type const\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.43_pad_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.45 : batch_norm\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.45' of type batch_norm\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.47 : relu_\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.47' of type relu\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 183 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '183' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 184 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '184' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 185 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '185' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 186 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '186' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.49 : _convolution\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.49' of type conv\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.49_pad_type_0' of type const\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.49_pad_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.51 : batch_norm\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.51' of type batch_norm\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.53 : relu_\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.53' of type relu\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 201 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '201' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 9%|▉ | 90/972 [00:00<00:05, 163.82 ops/s][2023-05-15 10:57:18] INFO - ops.py - Converting op 202 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '202' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 203 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '203' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 204 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '204' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.55 : _convolution\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.55' of type conv\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.55_pad_type_0' of type const\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.55_pad_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.57 : batch_norm\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.57' of type batch_norm\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op x.7 : relu_\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'x.7' of type relu\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 218 : mul\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '218' of type mul\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 223 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '223' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 224 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '224' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 225 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '225' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 226 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '226' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.59 : _convolution\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.59' of type conv\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.59_pad_type_0' of type const\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.59_pad_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.61 : batch_norm\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.61' of type batch_norm\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.63 : relu_\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.63' of type relu\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 238 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '238' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 239 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '239' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 240 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '240' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 241 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '241' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.65 : _convolution\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.65' of type conv\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.65_pad_type_0' of type const\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.65_pad_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.67 : batch_norm\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.67' of type batch_norm\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 248 : relu_\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '248' of type relu\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op x.9 : add\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'x.9' of type add\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 253 : mul\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '253' of type mul\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 258 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '258' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 259 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '259' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 260 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '260' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 261 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '261' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 12%|█▏ | 117/972 [00:00<00:04, 190.44 ops/s][2023-05-15 10:57:18] INFO - ops.py - Converting op input.69 : _convolution\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.69' of type conv\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.69_pad_type_0' of type const\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.69_pad_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.71 : batch_norm\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.71' of type batch_norm\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.73 : relu_\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.73' of type relu\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 273 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '273' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 274 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '274' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 275 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '275' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 276 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '276' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.75 : _convolution\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.75' of type conv\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.75_pad_type_0' of type const\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.75_pad_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.77 : batch_norm\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.77' of type batch_norm\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 283 : relu_\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '283' of type relu\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op x.11 : add\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'x.11' of type add\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 288 : mul\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '288' of type mul\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 293 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '293' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 294 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '294' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 295 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '295' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 296 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '296' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.79 : _convolution\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.79' of type conv\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.79_pad_type_0' of type const\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.79_pad_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.81 : batch_norm\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.81' of type batch_norm\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.83 : relu_\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.83' of type relu\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 308 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '308' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 309 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '309' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 310 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '310' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 311 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '311' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.85 : _convolution\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.85' of type conv\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.85_pad_type_0' of type const\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.85_pad_0' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 15%|█▍ | 141/972 [00:00<00:04, 200.93 ops/s][2023-05-15 10:57:18] INFO - ops.py - Converting op input.87 : batch_norm\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.87' of type batch_norm\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 318 : relu_\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '318' of type relu\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 319 : add\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '319' of type add\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 323 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '323' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 324 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '324' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 325 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '325' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 326 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '326' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.89 : _convolution\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.89' of type conv\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.89_pad_type_0' of type const\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.89_pad_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.91 : batch_norm\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.91' of type batch_norm\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op x_2.3 : relu_\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'x_2.3' of type relu\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 334 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.93 : cat\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.93' of type concat\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.93_interleave_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 339 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '339' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 340 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '340' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 341 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '341' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 342 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '342' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.95 : _convolution\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.95' of type conv\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.95_pad_type_0' of type const\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.95_pad_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.97 : batch_norm\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.97' of type batch_norm\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.99 : relu_\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.99' of type relu\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 356 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '356' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 357 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '357' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 358 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '358' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 359 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '359' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.101 : _convolution\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.101' of type conv\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.101_pad_type_0' of type const\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.101_pad_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.103 : batch_norm\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.103' of type batch_norm\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.105 : relu_\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.105' of type relu\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 374 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '374' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 17%|█▋ | 168/972 [00:00<00:03, 218.32 ops/s][2023-05-15 10:57:18] INFO - ops.py - Converting op 375 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '375' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 376 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '376' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 377 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '377' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.107 : _convolution\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.107' of type conv\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.107_pad_type_0' of type const\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.107_pad_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.109 : batch_norm\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.109' of type batch_norm\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op x.13 : relu_\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'x.13' of type relu\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 393 : mul\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '393' of type mul\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 398 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '398' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 399 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '399' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 400 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '400' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op 401 : listconstruct\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op '401' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.111 : _convolution\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.111' of type conv\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.111_pad_type_0' of type const\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.111_pad_0' of type const\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.113 : batch_norm\n", + "[2023-05-15 10:57:18] INFO - builder.py - Adding op 'input.113' of type batch_norm\n", + "[2023-05-15 10:57:18] INFO - ops.py - Converting op input.115 : relu_\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.115' of type relu\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 413 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '413' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 414 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '414' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 415 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '415' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 416 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '416' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.117 : _convolution\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.117' of type conv\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.117_pad_type_0' of type const\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.117_pad_0' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.119 : batch_norm\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.119' of type batch_norm\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 423 : relu_\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '423' of type relu\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op x.15 : add\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'x.15' of type add\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 428 : mul\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '428' of type mul\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 433 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '433' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 434 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '434' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 20%|█▉ | 193/972 [00:01<00:05, 137.30 ops/s][2023-05-15 10:57:19] INFO - ops.py - Converting op 435 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '435' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 436 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '436' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.121 : _convolution\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.121' of type conv\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.121_pad_type_0' of type const\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.121_pad_0' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.123 : batch_norm\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.123' of type batch_norm\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.125 : relu_\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.125' of type relu\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 448 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '448' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 449 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '449' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 450 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '450' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 451 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '451' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.127 : _convolution\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.127' of type conv\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.127_pad_type_0' of type const\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.127_pad_0' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.129 : batch_norm\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.129' of type batch_norm\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 458 : relu_\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '458' of type relu\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op x.17 : add\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'x.17' of type add\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 463 : mul\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '463' of type mul\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 468 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '468' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 469 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '469' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 470 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '470' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 471 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '471' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.131 : _convolution\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.131' of type conv\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.131_pad_type_0' of type const\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.131_pad_0' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.133 : batch_norm\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.133' of type batch_norm\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.135 : relu_\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.135' of type relu\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 483 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '483' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 484 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '484' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 485 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '485' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 22%|██▏ | 217/972 [00:01<00:04, 157.09 ops/s][2023-05-15 10:57:19] INFO - ops.py - Converting op 486 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '486' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.137 : _convolution\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.137' of type conv\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.137_pad_type_0' of type const\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.137_pad_0' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.139 : batch_norm\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.139' of type batch_norm\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 493 : relu_\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '493' of type relu\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op x.19 : add\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'x.19' of type add\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 498 : mul\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '498' of type mul\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 503 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '503' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 504 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '504' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 505 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '505' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 506 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '506' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.141 : _convolution\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.141' of type conv\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.141_pad_type_0' of type const\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.141_pad_0' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.143 : batch_norm\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.143' of type batch_norm\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.145 : relu_\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.145' of type relu\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 518 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '518' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 519 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '519' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 520 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '520' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 521 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '521' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.147 : _convolution\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.147' of type conv\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.147_pad_type_0' of type const\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.147_pad_0' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.149 : batch_norm\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.149' of type batch_norm\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 528 : relu_\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '528' of type relu\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op x.21 : add\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'x.21' of type add\n", + "Converting PyTorch Frontend ==> MIL Ops: 24%|██▍ | 238/972 [00:01<00:04, 168.18 ops/s][2023-05-15 10:57:19] INFO - ops.py - Converting op 533 : mul\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '533' of type mul\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 538 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '538' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 539 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '539' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 540 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '540' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 541 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '541' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.151 : _convolution\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.151' of type conv\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.151_pad_type_0' of type const\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.151_pad_0' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.153 : batch_norm\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.153' of type batch_norm\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.155 : relu_\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.155' of type relu\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 553 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '553' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 554 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '554' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 555 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '555' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 556 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '556' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.157 : _convolution\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.157' of type conv\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.157_pad_type_0' of type const\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.157_pad_0' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.159 : batch_norm\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.159' of type batch_norm\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 563 : relu_\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '563' of type relu\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 564 : add\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '564' of type add\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 568 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '568' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 569 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '569' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 570 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '570' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 571 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '571' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.161 : _convolution\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.161' of type conv\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.161_pad_type_0' of type const\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.161_pad_0' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 27%|██▋ | 259/972 [00:01<00:04, 174.24 ops/s][2023-05-15 10:57:19] INFO - ops.py - Converting op input.163 : batch_norm\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.163' of type batch_norm\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op x_2.5 : relu_\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'x_2.5' of type relu\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 579 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.165 : cat\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.165' of type concat\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.165_interleave_0' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 584 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '584' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 585 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '585' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 586 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '586' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 587 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '587' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.167 : _convolution\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.167' of type conv\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.167_pad_type_0' of type const\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.167_pad_0' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.169 : batch_norm\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.169' of type batch_norm\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.171 : relu_\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.171' of type relu\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 601 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '601' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 602 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '602' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 603 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '603' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 604 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '604' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.173 : _convolution\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.173' of type conv\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.173_pad_type_0' of type const\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.173_pad_0' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.175 : batch_norm\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.175' of type batch_norm\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.177 : relu_\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.177' of type relu\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 619 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '619' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 620 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '620' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 621 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '621' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 29%|██▉ | 280/972 [00:01<00:05, 126.62 ops/s][2023-05-15 10:57:19] INFO - ops.py - Converting op 622 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '622' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.179 : _convolution\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.179' of type conv\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.179_pad_type_0' of type const\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.179_pad_0' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.181 : batch_norm\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.181' of type batch_norm\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op x.23 : relu_\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'x.23' of type relu\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 635 : mul\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '635' of type mul\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 640 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '640' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 641 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '641' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 642 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '642' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 643 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '643' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.183 : _convolution\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.183' of type conv\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.183_pad_type_0' of type const\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.183_pad_0' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.185 : batch_norm\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.185' of type batch_norm\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.187 : relu_\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.187' of type relu\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 655 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '655' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 656 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '656' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 657 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '657' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 658 : listconstruct\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op '658' of type const\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op input.189 : _convolution\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.189' of type conv\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.189_pad_type_0' of type const\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.189_pad_0' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 31%|███ | 297/972 [00:01<00:05, 133.73 ops/s][2023-05-15 10:57:19] INFO - ops.py - Converting op input.191 : batch_norm\n", + "[2023-05-15 10:57:19] INFO - builder.py - Adding op 'input.191' of type batch_norm\n", + "[2023-05-15 10:57:19] INFO - ops.py - Converting op 665 : relu_\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '665' of type relu\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op x.25 : add\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'x.25' of type add\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 670 : mul\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '670' of type mul\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 675 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '675' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 676 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '676' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 677 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '677' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 678 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '678' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.193 : _convolution\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.193' of type conv\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.193_pad_type_0' of type const\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.193_pad_0' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.195 : batch_norm\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.195' of type batch_norm\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.197 : relu_\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.197' of type relu\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 690 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '690' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 691 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '691' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 692 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '692' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 693 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '693' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.199 : _convolution\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.199' of type conv\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.199_pad_type_0' of type const\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.199_pad_0' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.201 : batch_norm\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.201' of type batch_norm\n", + "Converting PyTorch Frontend ==> MIL Ops: 32%|███▏ | 314/972 [00:02<00:07, 93.01 ops/s] [2023-05-15 10:57:20] INFO - ops.py - Converting op 700 : relu_\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '700' of type relu\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 701 : add\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '701' of type add\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 705 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '705' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 706 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '706' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 707 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '707' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 708 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '708' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.203 : _convolution\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.203' of type conv\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.203_pad_type_0' of type const\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.203_pad_0' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.205 : batch_norm\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.205' of type batch_norm\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op x_2.7 : relu_\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'x_2.7' of type relu\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 716 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.207 : cat\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.207' of type concat\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.207_interleave_0' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 721 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '721' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 722 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '722' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 34%|███▎ | 327/972 [00:02<00:06, 93.96 ops/s][2023-05-15 10:57:20] INFO - ops.py - Converting op 723 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '723' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 724 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '724' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.209 : _convolution\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.209' of type conv\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.209_pad_type_0' of type const\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.209_pad_0' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.211 : batch_norm\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.211' of type batch_norm\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.213 : relu_\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.213' of type relu\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 737 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '737' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 738 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '738' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 739 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '739' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 740 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '740' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.215 : _convolution\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.215' of type conv\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.215_pad_type_0' of type const\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.215_pad_0' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.217 : batch_norm\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.217' of type batch_norm\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.219 : relu_\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.219' of type relu\n", + "Converting PyTorch Frontend ==> MIL Ops: 35%|███▍ | 339/972 [00:02<00:06, 92.87 ops/s][2023-05-15 10:57:20] INFO - ops.py - Converting op 748 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '748' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 749 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '749' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 750 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '750' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 751 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '751' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 752 : max_pool2d\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '752' of type max_pool\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '752_pad_type_0' of type const\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '752_pad_0' of type const\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '752_ceil_mode_0' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 753 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '753' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 754 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '754' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 755 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '755' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 756 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '756' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 757 : max_pool2d\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '757' of type max_pool\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '757_pad_type_0' of type const\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '757_pad_0' of type const\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '757_ceil_mode_0' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 758 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '758' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 759 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '759' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 760 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '760' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 761 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '761' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 762 : max_pool2d\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '762' of type max_pool\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '762_pad_type_0' of type const\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '762_pad_0' of type const\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '762_ceil_mode_0' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 763 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.221 : cat\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.221' of type concat\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.221_interleave_0' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 37%|███▋ | 356/972 [00:02<00:05, 108.30 ops/s][2023-05-15 10:57:20] INFO - ops.py - Converting op 768 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '768' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 769 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '769' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 770 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '770' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 771 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '771' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.223 : _convolution\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.223' of type conv\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.223_pad_type_0' of type const\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.223_pad_0' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.225 : batch_norm\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.225' of type batch_norm\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.241 : relu_\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.241' of type relu\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 779 : tupleconstruct\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 780 : tupleunpack\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 785 : constant\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '785' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 786 : constant\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '786' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 787 : constant\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 788 : constant\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '788' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 789 : constant\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '789' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 790 : constant\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '790' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 791 : constant\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '791' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 792 : constant\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '792' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 807 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '807' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 808 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '808' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 809 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '809' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 810 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '810' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.227 : _convolution\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.227' of type conv\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.227_pad_type_0' of type const\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.227_pad_0' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.229 : batch_norm\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.229' of type batch_norm\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op skip_x1.1 : relu_\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'skip_x1.1' of type relu\n", + "Converting PyTorch Frontend ==> MIL Ops: 39%|███▉ | 380/972 [00:02<00:04, 135.99 ops/s][2023-05-15 10:57:20] INFO - ops.py - Converting op 821 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '821' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 822 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '822' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 823 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '823' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 824 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '824' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.231 : _convolution\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.231' of type conv\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.231_pad_type_0' of type const\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.231_pad_0' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.233 : batch_norm\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.233' of type batch_norm\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.235 : relu_\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.235' of type relu\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 835 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '835' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 836 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '836' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 837 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '837' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 838 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '838' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.237 : _convolution\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.237' of type conv\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.237_pad_type_0' of type const\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.237_pad_0' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.239 : batch_norm\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.239' of type batch_norm\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 845 : relu_\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '845' of type relu\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 849 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '849' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 850 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '850' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 41%|████ | 396/972 [00:02<00:04, 140.17 ops/s][2023-05-15 10:57:20] INFO - ops.py - Converting op 851 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '851' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 852 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '852' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.243 : _convolution\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.243' of type conv\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.243_pad_type_0' of type const\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.243_pad_0' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.245 : batch_norm\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.245' of type batch_norm\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.247 : relu_\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.247' of type relu\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 862 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '862' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 863 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '863' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 864 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '864' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 865 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '865' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op x.27 : _convolution\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'x.27' of type conv_transpose\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'x.27_pad_type_0' of type const\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'x.27_pad_0' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 867 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.249 : cat\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.249' of type concat\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.249_interleave_0' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 872 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '872' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 873 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '873' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 874 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '874' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op 875 : listconstruct\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op '875' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.251 : _convolution\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.251' of type conv\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.251_pad_type_0' of type const\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.251_pad_0' of type const\n", + "[2023-05-15 10:57:20] INFO - ops.py - Converting op input.253 : batch_norm\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.253' of type batch_norm\n", + "Converting PyTorch Frontend ==> MIL Ops: 43%|████▎ | 414/972 [00:02<00:03, 147.49 ops/s][2023-05-15 10:57:20] INFO - ops.py - Converting op input.255 : relu_\n", + "[2023-05-15 10:57:20] INFO - builder.py - Adding op 'input.255' of type relu\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 890 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '890' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 891 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '891' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 892 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '892' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 893 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '893' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.257 : _convolution\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.257' of type conv\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.257_pad_type_0' of type const\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.257_pad_0' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.259 : batch_norm\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.259' of type batch_norm\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op x.29 : relu_\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'x.29' of type relu\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 906 : mul\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '906' of type mul\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 911 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '911' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 912 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '912' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 913 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '913' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 914 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '914' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.261 : _convolution\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.261' of type conv\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.261_pad_type_0' of type const\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.261_pad_0' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.263 : batch_norm\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.263' of type batch_norm\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.265 : relu_\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.265' of type relu\n", + "Converting PyTorch Frontend ==> MIL Ops: 44%|████▍ | 430/972 [00:02<00:03, 146.28 ops/s][2023-05-15 10:57:21] INFO - ops.py - Converting op 926 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '926' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 927 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '927' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 928 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '928' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 929 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '929' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.267 : _convolution\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.267' of type conv\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.267_pad_type_0' of type const\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.267_pad_0' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.269 : batch_norm\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.269' of type batch_norm\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 936 : relu_\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '936' of type relu\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op x.31 : add\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'x.31' of type add\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 941 : mul\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '941' of type mul\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 946 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '946' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 947 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '947' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 948 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '948' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 949 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '949' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.271 : _convolution\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.271' of type conv\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.271_pad_type_0' of type const\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.271_pad_0' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.273 : batch_norm\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.273' of type batch_norm\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.275 : relu_\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.275' of type relu\n", + "Converting PyTorch Frontend ==> MIL Ops: 46%|████▌ | 446/972 [00:03<00:03, 145.97 ops/s][2023-05-15 10:57:21] INFO - ops.py - Converting op 961 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '961' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 962 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '962' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 963 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '963' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 964 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '964' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.277 : _convolution\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.277' of type conv\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.277_pad_type_0' of type const\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.277_pad_0' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.279 : batch_norm\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.279' of type batch_norm\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 971 : relu_\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '971' of type relu\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 972 : add\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '972' of type add\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 976 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '976' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 977 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '977' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 978 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '978' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 979 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '979' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.281 : _convolution\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.281' of type conv\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.281_pad_type_0' of type const\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.281_pad_0' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.283 : batch_norm\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.283' of type batch_norm\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op x_2.9 : relu_\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'x_2.9' of type relu\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 987 : listconstruct\n", + "Converting PyTorch Frontend ==> MIL Ops: 48%|████▊ | 462/972 [00:03<00:06, 82.81 ops/s] [2023-05-15 10:57:21] INFO - ops.py - Converting op input.285 : cat\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.285' of type concat\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.285_interleave_0' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 992 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '992' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 993 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '993' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 994 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '994' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 995 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '995' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.287 : _convolution\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.287' of type conv\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.287_pad_type_0' of type const\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.287_pad_0' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.289 : batch_norm\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.289' of type batch_norm\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.305 : relu_\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.305' of type relu\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1003 : tupleconstruct\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1004 : tupleunpack\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1016 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1016' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1017 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1017' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1018 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1018' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1019 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1019' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.291 : _convolution\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.291' of type conv\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.291_pad_type_0' of type const\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.291_pad_0' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.293 : batch_norm\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.293' of type batch_norm\n", + "Converting PyTorch Frontend ==> MIL Ops: 49%|████▉ | 478/972 [00:03<00:05, 95.29 ops/s][2023-05-15 10:57:21] INFO - ops.py - Converting op skip_x1 : relu_\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'skip_x1' of type relu\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1030 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1030' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1031 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1031' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1032 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1032' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1033 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1033' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.295 : _convolution\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.295' of type conv\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.295_pad_type_0' of type const\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.295_pad_0' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.297 : batch_norm\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.297' of type batch_norm\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.299 : relu_\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.299' of type relu\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1044 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1044' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1045 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1045' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1046 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1046' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1047 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1047' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.301 : _convolution\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.301' of type conv\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.301_pad_type_0' of type const\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.301_pad_0' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 51%|█████ | 491/972 [00:03<00:04, 101.97 ops/s][2023-05-15 10:57:21] INFO - ops.py - Converting op input.303 : batch_norm\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.303' of type batch_norm\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1054 : relu_\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1054' of type relu\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1058 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1058' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1059 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1059' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1060 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1060' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1061 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1061' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.307 : _convolution\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.307' of type conv\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.307_pad_type_0' of type const\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.307_pad_0' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.309 : batch_norm\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.309' of type batch_norm\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.311 : relu_\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.311' of type relu\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1071 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1071' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1072 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1072' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1073 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1073' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1074 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1074' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op x.33 : _convolution\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'x.33' of type conv_transpose\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'x.33_pad_type_0' of type const\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'x.33_pad_0' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1076 : listconstruct\n", + "Converting PyTorch Frontend ==> MIL Ops: 52%|█████▏ | 506/972 [00:03<00:04, 111.81 ops/s][2023-05-15 10:57:21] INFO - ops.py - Converting op input.313 : cat\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.313' of type concat\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.313_interleave_0' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1081 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1081' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1082 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1082' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1083 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1083' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1084 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1084' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.315 : _convolution\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.315' of type conv\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.315_pad_type_0' of type const\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.315_pad_0' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.317 : batch_norm\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.317' of type batch_norm\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op input.319 : relu_\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op 'input.319' of type relu\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1099 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1099' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1100 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1100' of type const\n", + "[2023-05-15 10:57:21] INFO - ops.py - Converting op 1101 : listconstruct\n", + "[2023-05-15 10:57:21] INFO - builder.py - Adding op '1101' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1102 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1102' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.321 : _convolution\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.321' of type conv\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.321_pad_type_0' of type const\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.321_pad_0' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.323 : batch_norm\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.323' of type batch_norm\n", + "Converting PyTorch Frontend ==> MIL Ops: 53%|█████▎ | 520/972 [00:03<00:03, 116.36 ops/s][2023-05-15 10:57:22] INFO - ops.py - Converting op x.35 : relu_\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'x.35' of type relu\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1115 : mul\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1115' of type mul\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1120 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1120' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1121 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1121' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1122 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1122' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1123 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1123' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.325 : _convolution\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.325' of type conv\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.325_pad_type_0' of type const\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.325_pad_0' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.327 : batch_norm\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.327' of type batch_norm\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.329 : relu_\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.329' of type relu\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1135 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1135' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1136 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1136' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1137 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1137' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1138 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1138' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.331 : _convolution\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.331' of type conv\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.331_pad_type_0' of type const\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.331_pad_0' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 55%|█████▍ | 534/972 [00:03<00:03, 121.96 ops/s][2023-05-15 10:57:22] INFO - ops.py - Converting op input.333 : batch_norm\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.333' of type batch_norm\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1145 : relu_\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1145' of type relu\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op x.37 : add\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'x.37' of type add\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1150 : mul\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1150' of type mul\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1155 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1155' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1156 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1156' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1157 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1157' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1158 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1158' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.335 : _convolution\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.335' of type conv\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.335_pad_type_0' of type const\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.335_pad_0' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.337 : batch_norm\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.337' of type batch_norm\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.339 : relu_\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.339' of type relu\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1170 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1170' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1171 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1171' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1172 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1172' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 56%|█████▋ | 548/972 [00:04<00:03, 122.79 ops/s][2023-05-15 10:57:22] INFO - ops.py - Converting op 1173 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1173' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.341 : _convolution\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.341' of type conv\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.341_pad_type_0' of type const\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.341_pad_0' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.343 : batch_norm\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.343' of type batch_norm\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1180 : relu_\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1180' of type relu\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1181 : add\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1181' of type add\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1185 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1185' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1186 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1186' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1187 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1187' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1188 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1188' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.345 : _convolution\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.345' of type conv\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.345_pad_type_0' of type const\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.345_pad_0' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.347 : batch_norm\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.347' of type batch_norm\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op x_2.11 : relu_\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'x_2.11' of type relu\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1196 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.349 : cat\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.349' of type concat\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.349_interleave_0' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 58%|█████▊ | 562/972 [00:04<00:03, 126.37 ops/s][2023-05-15 10:57:22] INFO - ops.py - Converting op 1201 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1201' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1202 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1202' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1203 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1203' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1204 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1204' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.351 : _convolution\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.351' of type conv\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.351_pad_type_0' of type const\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.351_pad_0' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.353 : batch_norm\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.353' of type batch_norm\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.355 : relu_\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.355' of type relu\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1212 : tupleconstruct\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1213 : tupleunpack\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1220 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1220' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1221 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1221' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1222 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1222' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1223 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1223' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.357 : _convolution\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.357' of type conv\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.357_pad_type_0' of type const\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.357_pad_0' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.359 : batch_norm\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.359' of type batch_norm\n", + "Converting PyTorch Frontend ==> MIL Ops: 59%|█████▉ | 577/972 [00:04<00:02, 132.05 ops/s][2023-05-15 10:57:22] INFO - ops.py - Converting op x.39 : relu_\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'x.39' of type relu\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1231 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.361 : cat\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.361' of type concat\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.361_interleave_0' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1240 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1240' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1241 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1241' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1242 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1242' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1243 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1243' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.363 : _convolution\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.363' of type conv\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.363_pad_type_0' of type const\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.363_pad_0' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.365 : batch_norm\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.365' of type batch_norm\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op x.41 : relu_\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'x.41' of type relu\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1256 : mul\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1256' of type mul\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1260 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1260' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1261 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1261' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1262 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1262' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1263 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1263' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 61%|██████ | 592/972 [00:04<00:02, 136.94 ops/s][2023-05-15 10:57:22] INFO - ops.py - Converting op input.367 : _convolution\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.367' of type conv\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.367_pad_type_0' of type const\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.367_pad_0' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.369 : batch_norm\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.369' of type batch_norm\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.371 : relu_\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.371' of type relu\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1274 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1274' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1275 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1275' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1276 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1276' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1277 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1277' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.373 : _convolution\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.373' of type conv\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.373_pad_type_0' of type const\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.373_pad_0' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.375 : batch_norm\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.375' of type batch_norm\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1284 : relu_\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1284' of type relu\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op x.43 : add\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'x.43' of type add\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1289 : mul\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1289' of type mul\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1293 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1293' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1294 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1294' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1295 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1295' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 62%|██████▏ | 607/972 [00:04<00:02, 136.05 ops/s][2023-05-15 10:57:22] INFO - ops.py - Converting op 1296 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1296' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.377 : _convolution\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.377' of type conv\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.377_pad_type_0' of type const\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.377_pad_0' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.379 : batch_norm\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.379' of type batch_norm\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.381 : relu_\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.381' of type relu\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1307 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1307' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1308 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1308' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1309 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1309' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1310 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1310' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.383 : _convolution\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.383' of type conv\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.383_pad_type_0' of type const\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.383_pad_0' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.385 : batch_norm\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.385' of type batch_norm\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1317 : relu_\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1317' of type relu\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1318 : add\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1318' of type add\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1322 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1322' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1323 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1323' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 64%|██████▍ | 621/972 [00:04<00:02, 136.28 ops/s][2023-05-15 10:57:22] INFO - ops.py - Converting op 1324 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1324' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1325 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1325' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.387 : _convolution\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.387' of type conv\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.387_pad_type_0' of type const\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.387_pad_0' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.389 : batch_norm\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.389' of type batch_norm\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op x_2.13 : relu_\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'x_2.13' of type relu\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1333 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.391 : cat\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.391' of type concat\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.391_interleave_0' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1338 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1338' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1339 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1339' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1340 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1340' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op 1341 : listconstruct\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op '1341' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.393 : _convolution\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.393' of type conv\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.393_pad_type_0' of type const\n", + "[2023-05-15 10:57:22] INFO - builder.py - Adding op 'input.393_pad_0' of type const\n", + "[2023-05-15 10:57:22] INFO - ops.py - Converting op input.395 : batch_norm\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op '1859_view_1_shape_0' of type const\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op '1859_expand_1' of type tile\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op '1859_expand_1_reps_0' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 97%|█████████▋| 944/972 [00:06<00:00, 85.95 ops/s] [2023-05-15 10:57:25] INFO - ops.py - Converting op shift_y : listunpack\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op 1862 : listconstruct\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op 1863 : stack\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op '1863' of type stack\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op anchor_point : to\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'anchor_point' of type const\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op 1865 : listconstruct\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op '1865' of type const\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op 1866 : reshape\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'cast_8' of type cast\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'cast_8_dtype_0' of type const\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op '1866' of type reshape\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op 1867 : mul\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op '1867' of type mul\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op 1868 : int\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op '1868' of type const\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op 1869 : listconstruct\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op '1869' of type const\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op 1870 : full\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op '1870' of type fill\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op '1870_value_0' of type const\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op 1871 : listconstruct\n", + "Converting PyTorch Frontend ==> MIL Ops: 98%|█████████▊| 955/972 [00:07<00:00, 63.49 ops/s][2023-05-15 10:57:25] INFO - ops.py - Converting op anchor_points : cat\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'anchor_points' of type concat\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'anchor_points_interleave_0' of type const\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op 1873 : listconstruct\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op stride_tensor.1 : cat\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'stride_tensor.1' of type concat\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'stride_tensor.1_interleave_0' of type const\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op points : to\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'points' of type const\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op stride_tensor : to\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'stride_tensor' of type const\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op 1877 : sigmoid\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op '1877' of type sigmoid\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op 1878 : split\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'shape_0' of type shape\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'const_15' of type const\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'floor_div_0' of type floor_div\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'mod_0' of type mod\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'const_16' of type const\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'mul_0' of type mul\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'mul_1' of type mul\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'tile_0' of type tile\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op '1878' of type split\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op '1878_axis_0' of type const\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op lt : listunpack\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op 1881 : neg\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'const_17' of type const\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'const_17_promoted' of type const\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op '1881' of type mul\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op x1y1 : add\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'x1y1' of type add\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op x2y2 : add\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op 'x2y2' of type add\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op 1884 : listconstruct\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op 1885 : cat\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op '1885' of type concat\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op '1885_interleave_0' of type const\n", + "Converting PyTorch Frontend ==> MIL Ops: 100%|█████████▉| 968/972 [00:07<00:00, 73.15 ops/s][2023-05-15 10:57:25] INFO - ops.py - Converting op 1886 : mul\n", + "[2023-05-15 10:57:25] INFO - builder.py - Adding op '1886' of type mul\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op 1887 : tupleconstruct\n", + "[2023-05-15 10:57:25] INFO - ops.py - Converting op 1888 : tupleunpack\n", + "Converting PyTorch Frontend ==> MIL Ops: 100%|█████████▉| 970/972 [00:07<00:00, 130.41 ops/s]\n", + "Running MIL frontend_pytorch pipeline: 0%| | 0/5 [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" + "[2023-05-15 10:57:27] INFO - pass_pipeline.py - Performing pass: \"common::divide_to_multiply\"\n", + "[2023-05-15 10:57:27] INFO - pass_pipeline.py - Performing pass: \"common::add_conv_transpose_output_shape\"\n", + "[2023-05-15 10:57:27] INFO - builder.py - Adding op 'x.27_has_output_shape' of type conv_transpose\n", + "[2023-05-15 10:57:27] INFO - builder.py - Adding op 'x.27_has_output_shape_output_shape_0' of type const\n", + "[2023-05-15 10:57:27] INFO - builder.py - Adding op 'x.33_has_output_shape' of type conv_transpose\n", + "[2023-05-15 10:57:27] INFO - builder.py - Adding op 'x.33_has_output_shape_output_shape_0' of type const\n", + "Running MIL default pipeline: 12%|█▎ | 7/56 [00:00<00:01, 30.50 passes/s][2023-05-15 10:57:27] INFO - pass_pipeline.py - Performing pass: \"common::const_elimination\"\n", + "[2023-05-15 10:57:27] INFO - pass_pipeline.py - Performing pass: \"common::loop_invariant_elimination\"\n", + "[2023-05-15 10:57:27] INFO - pass_pipeline.py - Performing pass: \"common::remove_symbolic_reshape\"\n", + "[2023-05-15 10:57:27] INFO - remove_symbolic_reshape.py - remove_symbolic_reshape: changed 0 reshapes.\n", + "[2023-05-15 10:57:27] INFO - pass_pipeline.py - Performing pass: \"common::noop_elimination\"\n", + "Running MIL default pipeline: 20%|█▉ | 11/56 [00:00<00:01, 31.26 passes/s][2023-05-15 10:57:27] INFO - pass_pipeline.py - Performing pass: \"common::fuse_matmul_weight_bias\"\n", + "[2023-05-15 10:57:27] INFO - pass_pipeline.py - Performing pass: \"common::fuse_linear_bias\"\n", + "[2023-05-15 10:57:27] INFO - pass_pipeline.py - Performing pass: \"common::fuse_gelu_tanh_approximation\"\n", + "[2023-05-15 10:57:27] INFO - builder.py - Adding op 'pow' of type pow\n", + "[2023-05-15 10:57:27] INFO - builder.py - Adding op 'pow_y_0' of type const\n", + "[2023-05-15 10:57:27] INFO - builder.py - Adding op 'mul_1' of type mul\n", + "[2023-05-15 10:57:27] INFO - builder.py - Adding op 'mul_1_x_0' of type const\n", + "[2023-05-15 10:57:27] INFO - builder.py - Adding op 'add' of type add\n", + "[2023-05-15 10:57:27] INFO - builder.py - Adding op 'mul_2' of type mul\n", + "[2023-05-15 10:57:27] INFO - builder.py - Adding op 'mul_2_x_0' of type const\n", + "[2023-05-15 10:57:27] INFO - builder.py - Adding op 'tanh' of type tanh\n", + "[2023-05-15 10:57:27] INFO - builder.py - Adding op 'add_1' of type add\n", + "[2023-05-15 10:57:27] INFO - builder.py - Adding op 'add_1_x_0' of type const\n", + "[2023-05-15 10:57:27] INFO - builder.py - Adding op 'mul' of type mul\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.431' of type conv\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.431_weight_0' of type const\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.431_bias_0' of type const\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.437' of type conv\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.437_weight_0' of type const\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.437_bias_0' of type const\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.441' of type conv\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.441_weight_0' of type const\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.441_bias_0' of type const\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.447' of type conv\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.447_weight_0' of type const\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.447_bias_0' of type const\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.453' of type conv\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.453_weight_0' of type const\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.453_bias_0' of type const\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.461' of type conv\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.461_weight_0' of type const\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.461_bias_0' of type const\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.467' of type conv\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.467_weight_0' of type const\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.467_bias_0' of type const\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.473' of type conv\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.473_weight_0' of type const\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.473_bias_0' of type const\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.481' of type conv\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.481_weight_0' of type const\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.481_bias_0' of type const\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.487' of type conv\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.487_weight_0' of type const\n", + "[2023-05-15 10:57:30] INFO - builder.py - Adding op 'input.487_bias_0' of type const\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'input.493' of type conv\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'input.493_weight_0' of type const\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'input.493_bias_0' of type const\n", + "Running MIL default pipeline: 55%|█████▌ | 31/56 [00:04<00:07, 3.52 passes/s][2023-05-15 10:57:31] INFO - pass_pipeline.py - Performing pass: \"common::fuse_conv_scale\"\n", + "[2023-05-15 10:57:31] INFO - pass_pipeline.py - Performing pass: \"common::fuse_conv_bias\"\n", + "[2023-05-15 10:57:31] INFO - pass_pipeline.py - Performing pass: \"common::fuse_conv_batchnorm\"\n", + "[2023-05-15 10:57:31] INFO - pass_pipeline.py - Performing pass: \"common::detect_concat_interleave\"\n", + "[2023-05-15 10:57:31] INFO - pass_pipeline.py - Performing pass: \"common::concat_to_pixel_shuffle\"\n", + "[2023-05-15 10:57:31] INFO - pass_pipeline.py - Performing pass: \"common::fuse_prelu\"\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'neg' of type mul\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'neg_y_0' of type const\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'relu1' of type relu\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'alpha_mul' of type mul\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'alpha_mul_y_0' of type const\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'relu2' of type relu\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'out_op' of type add\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'transpose' of type transpose\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'transpose_perm_0' of type const\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'neg' of type mul\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'neg_y_1' of type const\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'relu1' of type relu\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'alpha_mul' of type mul\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'alpha_mul_y_1' of type const\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'relu2' of type relu\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'out_op' of type add\n", + "Running MIL default pipeline: 66%|██████▌ | 37/56 [00:04<00:03, 5.75 passes/s][2023-05-15 10:57:31] INFO - pass_pipeline.py - Performing pass: \"common::prelu_to_lrelu\"\n", + "[2023-05-15 10:57:31] INFO - pass_pipeline.py - Performing pass: \"common::merge_consecutive_relus\"\n", + "[2023-05-15 10:57:31] INFO - pass_pipeline.py - Performing pass: \"common::merge_consecutive_reshapes\"\n", + "[2023-05-15 10:57:31] INFO - pass_pipeline.py - Performing pass: \"common::merge_consecutive_transposes\"\n", + "[2023-05-15 10:57:31] INFO - pass_pipeline.py - Performing pass: \"common::expand_high_rank_reshape_and_transpose\"\n", + "[2023-05-15 10:57:31] INFO - pass_pipeline.py - Performing pass: \"common::reduce_transposes\"\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'identity_2' of type identity\n", + "[2023-05-15 10:57:31] INFO - builder.py - Adding op 'identity_3' of type identity\n", + "Running MIL default pipeline: 77%|███████▋ | 43/56 [00:04<00:01, 7.48 passes/s][2023-05-15 10:57:31] INFO - pass_pipeline.py - Performing pass: \"common::remove_redundant_ops\"\n", + "[2023-05-15 10:57:31] INFO - pass_pipeline.py - Performing pass: \"common::dead_code_elimination\"\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"mul_1\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"mul_0\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"const_16\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"floor_div_0\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"const_15\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"cast_5_dtype_0\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"cast_4_dtype_0\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"cast_3_dtype_0\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"cast_2_dtype_0\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"cast_1_dtype_0\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"cast_0_dtype_0\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"1520\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"1517\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"786\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"12\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head3.reg_convs.0.seq.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head3.reg_convs.0.seq.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head3.reg_convs.0.seq.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head3.reg_convs.0.seq.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head3.reg_convs.0.seq.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head3.cls_convs.0.seq.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head3.cls_convs.0.seq.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head3.cls_convs.0.seq.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head3.cls_convs.0.seq.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head3.cls_convs.0.seq.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head3.stem.seq.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head3.stem.seq.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head3.stem.seq.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head3.stem.seq.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head3.stem.seq.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head2.reg_convs.0.seq.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head2.reg_convs.0.seq.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head2.reg_convs.0.seq.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head2.reg_convs.0.seq.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head2.reg_convs.0.seq.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head2.cls_convs.0.seq.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head2.cls_convs.0.seq.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head2.cls_convs.0.seq.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head2.cls_convs.0.seq.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head2.cls_convs.0.seq.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head2.stem.seq.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head2.stem.seq.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head2.stem.seq.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head2.stem.seq.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head2.stem.seq.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head1.reg_convs.0.seq.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head1.reg_convs.0.seq.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head1.reg_convs.0.seq.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head1.reg_convs.0.seq.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head1.reg_convs.0.seq.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head1.cls_convs.0.seq.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head1.cls_convs.0.seq.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head1.cls_convs.0.seq.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head1.cls_convs.0.seq.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head1.cls_convs.0.seq.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head1.stem.seq.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head1.stem.seq.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head1.stem.seq.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head1.stem.seq.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"heads.head1.stem.seq.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.conv3.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.conv3.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.conv3.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.conv3.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.conv3.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.conv2.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.conv2.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.conv2.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.conv2.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.conv2.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.bottlenecks.1.cv2.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.bottlenecks.1.cv2.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.bottlenecks.1.cv2.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.bottlenecks.1.cv2.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.bottlenecks.1.cv2.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.bottlenecks.1.cv1.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.bottlenecks.1.cv1.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.bottlenecks.1.cv1.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.bottlenecks.1.cv1.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.bottlenecks.1.cv1.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.bottlenecks.0.cv2.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.bottlenecks.0.cv2.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.bottlenecks.0.cv2.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.bottlenecks.0.cv2.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.bottlenecks.0.cv2.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.bottlenecks.0.cv1.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.bottlenecks.0.cv1.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.bottlenecks.0.cv1.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.bottlenecks.0.cv1.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.bottlenecks.0.cv1.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.conv1.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.conv1.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.conv1.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.conv1.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.blocks.conv1.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.conv.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.conv.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.conv.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.conv.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck4.conv.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.conv3.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.conv3.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.conv3.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.conv3.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.conv3.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.conv2.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.conv2.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.conv2.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.conv2.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.conv2.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.bottlenecks.1.cv2.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.bottlenecks.1.cv2.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.bottlenecks.1.cv2.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.bottlenecks.1.cv2.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.bottlenecks.1.cv2.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.bottlenecks.1.cv1.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.bottlenecks.1.cv1.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.bottlenecks.1.cv1.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.bottlenecks.1.cv1.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.bottlenecks.1.cv1.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.bottlenecks.0.cv2.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.bottlenecks.0.cv2.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.bottlenecks.0.cv2.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.bottlenecks.0.cv2.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.bottlenecks.0.cv2.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.bottlenecks.0.cv1.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.bottlenecks.0.cv1.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.bottlenecks.0.cv1.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.bottlenecks.0.cv1.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.bottlenecks.0.cv1.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.conv1.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.conv1.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.conv1.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.conv1.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.blocks.conv1.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.conv.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.conv.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.conv.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.conv.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:31] INFO - dead_code_elimination.py - Removing op \"neck.neck3.conv.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.conv3.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.conv3.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.conv3.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.conv3.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.conv3.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.conv2.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.conv2.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.conv2.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.conv2.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.conv2.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.1.cv2.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.1.cv2.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.1.cv2.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.1.cv2.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.1.cv2.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.1.cv2.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.1.cv1.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.1.cv1.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.1.cv1.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.1.cv1.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.1.cv1.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.1.cv1.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.0.cv2.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.0.cv2.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.0.cv2.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.0.cv2.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.0.cv2.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.0.cv2.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.0.cv1.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.0.cv1.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.0.cv1.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.0.cv1.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.0.cv1.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.bottlenecks.0.cv1.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.conv1.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.conv1.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.conv1.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.conv1.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.blocks.conv1.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.reduce_after_concat.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.reduce_after_concat.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.reduce_after_concat.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.reduce_after_concat.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.reduce_after_concat.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.conv.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.conv.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.conv.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.conv.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.conv.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.downsample.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.downsample.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.downsample.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.downsample.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.downsample.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.reduce_skip2.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.reduce_skip2.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.reduce_skip2.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.reduce_skip2.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.reduce_skip2.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.reduce_skip1.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.reduce_skip1.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.reduce_skip1.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.reduce_skip1.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck2.reduce_skip1.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.conv3.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.conv3.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.conv3.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.conv3.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.conv3.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.conv2.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.conv2.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.conv2.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.conv2.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.conv2.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.1.cv2.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.1.cv2.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.1.cv2.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.1.cv2.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.1.cv2.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.1.cv2.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.1.cv1.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.1.cv1.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.1.cv1.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.1.cv1.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.1.cv1.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.1.cv1.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.0.cv2.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.0.cv2.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.0.cv2.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.0.cv2.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.0.cv2.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.0.cv2.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.0.cv1.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.0.cv1.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.0.cv1.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.0.cv1.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.0.cv1.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.bottlenecks.0.cv1.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.conv1.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.conv1.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.conv1.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.conv1.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.blocks.conv1.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.reduce_after_concat.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.reduce_after_concat.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.reduce_after_concat.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.reduce_after_concat.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.reduce_after_concat.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.conv.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.conv.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.conv.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.conv.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.conv.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.downsample.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.downsample.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.downsample.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.downsample.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.downsample.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.reduce_skip2.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.reduce_skip2.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.reduce_skip2.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.reduce_skip2.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.reduce_skip2.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.reduce_skip1.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.reduce_skip1.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.reduce_skip1.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.reduce_skip1.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"neck.neck1.reduce_skip1.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.context_module.cv2.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.context_module.cv2.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.context_module.cv2.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.context_module.cv2.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.context_module.cv2.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.context_module.cv1.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.context_module.cv1.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.context_module.cv1.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.context_module.cv1.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.context_module.cv1.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.conv3.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.conv3.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.conv3.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.conv3.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.conv3.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.conv2.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.conv2.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.conv2.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.conv2.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.conv2.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.1.cv2.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.1.cv2.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.1.cv2.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.1.cv2.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.1.cv2.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.1.cv2.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.1.cv1.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.1.cv1.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.1.cv1.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.1.cv1.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.1.cv1.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.1.cv1.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.0.cv2.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.0.cv2.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.0.cv2.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.0.cv2.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.0.cv2.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.0.cv2.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.0.cv1.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.0.cv1.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.0.cv1.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.0.cv1.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.0.cv1.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.bottlenecks.0.cv1.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.conv1.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.conv1.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.conv1.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.conv1.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.blocks.conv1.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.downsample.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.downsample.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.downsample.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.downsample.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.downsample.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage4.downsample.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.conv3.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.conv3.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.conv3.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.conv3.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.conv3.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.conv2.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.conv2.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.conv2.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.conv2.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.conv2.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.4.cv2.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.4.cv2.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.4.cv2.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.4.cv2.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.4.cv2.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.4.cv2.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.4.cv1.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.4.cv1.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.4.cv1.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.4.cv1.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.4.cv1.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.4.cv1.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.3.cv2.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.3.cv2.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.3.cv2.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.3.cv2.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.3.cv2.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.3.cv2.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.3.cv1.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.3.cv1.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.3.cv1.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.3.cv1.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.3.cv1.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.3.cv1.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.2.cv2.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.2.cv2.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.2.cv2.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.2.cv2.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.2.cv2.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.2.cv2.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.2.cv1.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.2.cv1.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.2.cv1.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.2.cv1.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.2.cv1.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.2.cv1.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.1.cv2.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.1.cv2.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.1.cv2.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.1.cv2.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.1.cv2.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.1.cv2.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.1.cv1.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.1.cv1.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.1.cv1.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.1.cv1.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.1.cv1.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.1.cv1.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.0.cv2.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.0.cv2.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.0.cv2.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.0.cv2.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.0.cv2.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.0.cv2.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.0.cv1.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.0.cv1.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.0.cv1.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.0.cv1.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.0.cv1.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.bottlenecks.0.cv1.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.conv1.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.conv1.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.conv1.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.conv1.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.blocks.conv1.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.downsample.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.downsample.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.downsample.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.downsample.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.downsample.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage3.downsample.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.conv3.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.conv3.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.conv3.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.conv3.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.conv3.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.conv2.bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.conv2.bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.conv2.bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.conv2.bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.conv2.conv.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.2.cv2.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.2.cv2.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.2.cv2.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.2.cv2.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.2.cv2.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.2.cv2.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.2.cv1.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.2.cv1.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.2.cv1.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.2.cv1.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.2.cv1.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.2.cv1.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.1.cv2.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.1.cv2.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.1.cv2.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.1.cv2.post_bn.running_var\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.1.cv2.rbr_reparam.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.1.cv2.rbr_reparam.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.1.cv1.post_bn.weight\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.1.cv1.post_bn.bias\" (type: const)\n", + "[2023-05-15 10:57:32] INFO - dead_code_elimination.py - Removing op \"backbone.stage2.blocks.bottlenecks.1.cv1.post_bn.running_mean\" (type: const)\n", + "[2023-05-15 10:57:34] INFO - op_mapping.py - added const backbone.stage3.blocks.bottlenecks.2.alpha for builder \n", + "[2023-05-15 10:57:34] INFO - op_mapping.py - added const backbone.stage3.blocks.bottlenecks.3.alpha for builder \n", + "Translating MIL ==> NeuralNetwork Ops: 29%|██▉ | 281/964 [00:00<00:01, 492.52 ops/s] [2023-05-15 10:57:34] INFO - op_mapping.py - added const backbone.stage3.blocks.bottlenecks.4.alpha for builder \n", + "[2023-05-15 10:57:35] INFO - op_mapping.py - added const backbone.stage4.blocks.bottlenecks.0.alpha for builder \n", + "Translating MIL ==> NeuralNetwork Ops: 37%|███▋ | 355/964 [00:01<00:03, 170.54 ops/s][2023-05-15 10:57:35] INFO - op_mapping.py - added const backbone.stage4.blocks.bottlenecks.1.alpha for builder \n", + "Translating MIL ==> NeuralNetwork Ops: 50%|████▉ | 480/964 [00:02<00:03, 137.07 ops/s][2023-05-15 10:57:36] INFO - op_mapping.py - added const neck.neck1.blocks.bottlenecks.0.alpha for builder \n", + "[2023-05-15 10:57:36] INFO - op_mapping.py - added const neck.neck1.blocks.bottlenecks.1.alpha for builder \n", + "Translating MIL ==> NeuralNetwork Ops: 54%|█████▎ | 517/964 [00:02<00:02, 166.07 ops/s][2023-05-15 10:57:36] INFO - op_mapping.py - added const neck.neck2.blocks.bottlenecks.0.alpha for builder \n", + "[2023-05-15 10:57:36] INFO - op_mapping.py - added const neck.neck2.blocks.bottlenecks.1.alpha for builder \n", + "Translating MIL ==> NeuralNetwork Ops: 65%|██████▌ | 627/964 [00:02<00:01, 310.25 ops/s][2023-05-15 10:57:36] INFO - op_mapping.py - added const neck.neck3.blocks.bottlenecks.0.alpha for builder \n", + "[2023-05-15 10:57:36] INFO - op_mapping.py - added const neck.neck3.blocks.bottlenecks.1.alpha for builder \n", + "Translating MIL ==> NeuralNetwork Ops: 76%|███████▌ | 734/964 [00:03<00:00, 391.96 ops/s][2023-05-15 10:57:36] INFO - op_mapping.py - added const neck.neck4.blocks.bottlenecks.0.alpha for builder \n", + "[2023-05-15 10:57:36] INFO - op_mapping.py - added const neck.neck4.blocks.bottlenecks.1.alpha for builder \n", + "Translating MIL ==> NeuralNetwork Ops: 98%|█████████▊| 946/964 [00:03<00:00, 321.76 ops/s][2023-05-15 10:57:37] INFO - op_mapping.py - added const points for builder \n", + "[2023-05-15 10:57:37] WARNING - op_mapping.py - Const points was already added.\n", + "[2023-05-15 10:57:37] INFO - op_mapping.py - added const stride_tensor for builder \n", + "Translating MIL ==> NeuralNetwork Ops: 100%|██████████| 964/964 [00:03<00:00, 255.28 ops/s]\n" ] }, { @@ -5356,14 +4361,14 @@ " name: \"x_1\"\n", " type {\n", " imageType {\n", - " width: 224\n", - " height: 224\n", + " width: 640\n", + " height: 640\n", " colorSpace: RGB\n", " }\n", " }\n", "}\n", "output {\n", - " name: \"var_2557\"\n", + " name: \"var_1886\"\n", " type {\n", " multiArrayType {\n", " dataType: FLOAT32\n", @@ -5371,7 +4376,7 @@ " }\n", "}\n", "output {\n", - " name: \"var_2548\"\n", + " name: \"var_1877\"\n", " type {\n", " multiArrayType {\n", " dataType: FLOAT32\n", @@ -5389,36 +4394,93 @@ " }\n", "}\n", "\n", - "Renaming input x_1 to x_1\n", - "CoreML model successfully save to /content/deci-yolo-nas-s.mlmodel\n" + "Renaming input x_1 to x_1\n" ] } ], "source": [ + "output_path = \"deci-yolo-nas-s.mlmodel\"\n", "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", + "source": [ + "Let's look at our CoreML model:" + ], + "metadata": { + "id": "APtz-Ufm6b81" + } + }, + { + "cell_type": "code", + "source": [ + "ls -alh /content/" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "L46Gks6L6bX5", + "outputId": "df2de3ae-9820-4d12-cc41-1b4130dbb581" + }, + "execution_count": 6, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "total 47M\n", + "drwxr-xr-x 1 root root 4.0K May 15 10:57 \u001b[0m\u001b[01;34m.\u001b[0m/\n", + "drwxr-xr-x 1 root root 4.0K May 15 10:04 \u001b[01;34m..\u001b[0m/\n", + "drwxr-xr-x 4 root root 4.0K May 11 16:34 \u001b[01;34m.config\u001b[0m/\n", + "-rw-r--r-- 1 root root 47M May 15 10:57 deci-yolo-nas-s.mlmodel\n", + "drwxr-xr-x 2 root root 4.0K May 15 10:25 \u001b[01;34m.ipynb_checkpoints\u001b[0m/\n", + "drwxr-xr-x 1 root root 4.0K May 11 16:35 \u001b[01;34msample_data\u001b[0m/\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "Cool! Our YOLO-NAS-S model weights 47MB in Float32 (full) percision.
It can definitely fit into an iOS app or OS X Desktop application." + ], + "metadata": { + "id": "BGg1mIOy6loB" + } + }, { "cell_type": "markdown", "metadata": { "id": "chMlXWPNNwTx" }, "source": [ - "## Visualize with Netron" + "## Visualize the CoreML model with Netron" ] }, + { + "cell_type": "markdown", + "source": [ + "If the notebook runs on localhost, you can visualize the exported CoreML model to Netron.
\n", + "If you use Google Colab, you can download the model in the directory explorer on the left, and upload it to https://netron.app/ instead of self-installing. " + ], + "metadata": { + "id": "CtXXUyL35ZQf" + } + }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "iU5hZ91TNwTy", - "outputId": "43c3da1c-78ce-443f-f3a8-aa2a4b269d30" + "outputId": "c9544434-ce23-404f-fb04-62e0d5055a03" }, "outputs": [ { @@ -5426,11 +4488,7 @@ "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" + "Requirement already satisfied: netron in /usr/local/lib/python3.10/dist-packages (6.8.8)\n" ] } ], @@ -5440,21 +4498,21 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "XynPAOQbNwTy", - "outputId": "afb3eb50-4149-4ad1-caf2-7bee871a6156" + "outputId": "f20d4bcd-9026-4473-c161-04605e056521" }, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ - "" + "" ], "text/html": [ "\n", @@ -5518,352 +4576,6 @@ }, "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": { - "_dom_classes": [], - "_model_module": "@jupyter-widgets/controls", - "_model_module_version": "1.5.0", - "_model_name": "HBoxModel", - "_view_count": null, - "_view_module": "@jupyter-widgets/controls", - "_view_module_version": "1.5.0", - "_view_name": "HBoxView", - "box_style": "", - "children": [ - "IPY_MODEL_10889469168b40c58c83b38a3c34f05f", - "IPY_MODEL_c75401d899204c1fa70d33942390ae3b", - "IPY_MODEL_2eccf8062c704fa8b7a6cd37ad6bc315" - ], - "layout": "IPY_MODEL_6e981698adbf4de6a39500bb2cb01755" - } - }, - "10889469168b40c58c83b38a3c34f05f": { - "model_module": "@jupyter-widgets/controls", - "model_name": "HTMLModel", - "model_module_version": "1.5.0", - "state": { - "_dom_classes": [], - "_model_module": "@jupyter-widgets/controls", - "_model_module_version": "1.5.0", - "_model_name": "HTMLModel", - "_view_count": null, - "_view_module": "@jupyter-widgets/controls", - "_view_module_version": "1.5.0", - "_view_name": "HTMLView", - "description": "", - "description_tooltip": null, - "layout": "IPY_MODEL_40bac03cbb3b4ec9aad0befac335290e", - "placeholder": "​", - "style": "IPY_MODEL_de65c4cbf18c4ef997087e162521d73e", - "value": "100%" - } - }, - "c75401d899204c1fa70d33942390ae3b": { - "model_module": "@jupyter-widgets/controls", - "model_name": "FloatProgressModel", - "model_module_version": "1.5.0", - "state": { - "_dom_classes": [], - "_model_module": "@jupyter-widgets/controls", - "_model_module_version": "1.5.0", - "_model_name": "FloatProgressModel", - "_view_count": null, - "_view_module": "@jupyter-widgets/controls", - "_view_module_version": "1.5.0", - "_view_name": "ProgressView", - "bar_style": "success", - "description": "", - "description_tooltip": null, - "layout": "IPY_MODEL_5b9f03ab0f4343c4994215aeda520844", - "max": 76688335, - "min": 0, - "orientation": "horizontal", - "style": "IPY_MODEL_2cd6c70af0bc49ab89315471553c0298", - "value": 76688335 - } - }, - "2eccf8062c704fa8b7a6cd37ad6bc315": { - "model_module": "@jupyter-widgets/controls", - "model_name": "HTMLModel", - "model_module_version": "1.5.0", - "state": { - "_dom_classes": [], - "_model_module": "@jupyter-widgets/controls", - "_model_module_version": "1.5.0", - "_model_name": "HTMLModel", - "_view_count": null, - "_view_module": "@jupyter-widgets/controls", - "_view_module_version": "1.5.0", - "_view_name": "HTMLView", - "description": "", - "description_tooltip": null, - "layout": "IPY_MODEL_f8af818961ea4a70b052c9dee8184ffd", - "placeholder": "​", - "style": "IPY_MODEL_09f9a8b35f0c43d0bb2f7aba6a96486c", - "value": " 73.1M/73.1M [00:00<00:00, 260MB/s]" - } - }, - "6e981698adbf4de6a39500bb2cb01755": { - "model_module": "@jupyter-widgets/base", - "model_name": "LayoutModel", - "model_module_version": "1.2.0", - "state": { - "_model_module": "@jupyter-widgets/base", - "_model_module_version": "1.2.0", - "_model_name": "LayoutModel", - "_view_count": null, - "_view_module": "@jupyter-widgets/base", - "_view_module_version": "1.2.0", - "_view_name": "LayoutView", - "align_content": null, - "align_items": null, - "align_self": null, - "border": null, - "bottom": null, - "display": null, - "flex": null, - "flex_flow": null, - "grid_area": null, - "grid_auto_columns": null, - "grid_auto_flow": null, - "grid_auto_rows": null, - "grid_column": null, - "grid_gap": null, - "grid_row": null, - "grid_template_areas": null, - "grid_template_columns": null, - "grid_template_rows": null, - "height": null, - "justify_content": null, - "justify_items": null, - "left": null, - "margin": null, - "max_height": null, - "max_width": null, - "min_height": null, - "min_width": null, - "object_fit": null, - "object_position": null, - "order": null, - "overflow": null, - "overflow_x": null, - "overflow_y": null, - "padding": null, - "right": null, - "top": null, - "visibility": null, - "width": null - } - }, - "40bac03cbb3b4ec9aad0befac335290e": { - "model_module": "@jupyter-widgets/base", - "model_name": "LayoutModel", - "model_module_version": "1.2.0", - "state": { - "_model_module": "@jupyter-widgets/base", - "_model_module_version": "1.2.0", - "_model_name": "LayoutModel", - "_view_count": null, - "_view_module": "@jupyter-widgets/base", - "_view_module_version": "1.2.0", - "_view_name": "LayoutView", - "align_content": null, - "align_items": null, - "align_self": null, - "border": null, - "bottom": null, - "display": null, - "flex": null, - "flex_flow": null, - "grid_area": null, - "grid_auto_columns": null, - "grid_auto_flow": null, - "grid_auto_rows": null, - "grid_column": null, - "grid_gap": null, - "grid_row": null, - "grid_template_areas": null, - "grid_template_columns": null, - "grid_template_rows": null, - "height": null, - "justify_content": null, - "justify_items": null, - "left": null, - "margin": null, - "max_height": null, - "max_width": null, - "min_height": null, - "min_width": null, - "object_fit": null, - "object_position": null, - "order": null, - "overflow": null, - "overflow_x": null, - "overflow_y": null, - "padding": null, - "right": null, - "top": null, - "visibility": null, - "width": null - } - }, - "de65c4cbf18c4ef997087e162521d73e": { - "model_module": "@jupyter-widgets/controls", - "model_name": "DescriptionStyleModel", - "model_module_version": "1.5.0", - "state": { - "_model_module": "@jupyter-widgets/controls", - "_model_module_version": "1.5.0", - "_model_name": "DescriptionStyleModel", - "_view_count": null, - "_view_module": "@jupyter-widgets/base", - "_view_module_version": "1.2.0", - "_view_name": "StyleView", - "description_width": "" - } - }, - "5b9f03ab0f4343c4994215aeda520844": { - "model_module": "@jupyter-widgets/base", - "model_name": "LayoutModel", - "model_module_version": "1.2.0", - "state": { - "_model_module": "@jupyter-widgets/base", - "_model_module_version": "1.2.0", - "_model_name": "LayoutModel", - "_view_count": null, - "_view_module": "@jupyter-widgets/base", - "_view_module_version": "1.2.0", - "_view_name": "LayoutView", - "align_content": null, - "align_items": null, - "align_self": null, - "border": null, - "bottom": null, - "display": null, - "flex": null, - "flex_flow": null, - "grid_area": null, - "grid_auto_columns": null, - "grid_auto_flow": null, - "grid_auto_rows": null, - "grid_column": null, - "grid_gap": null, - "grid_row": null, - "grid_template_areas": null, - "grid_template_columns": null, - "grid_template_rows": null, - "height": null, - "justify_content": null, - "justify_items": null, - "left": null, - "margin": null, - "max_height": null, - "max_width": null, - "min_height": null, - "min_width": null, - "object_fit": null, - "object_position": null, - "order": null, - "overflow": null, - "overflow_x": null, - "overflow_y": null, - "padding": null, - "right": null, - "top": null, - "visibility": null, - "width": null - } - }, - "2cd6c70af0bc49ab89315471553c0298": { - "model_module": "@jupyter-widgets/controls", - "model_name": "ProgressStyleModel", - "model_module_version": "1.5.0", - "state": { - "_model_module": "@jupyter-widgets/controls", - "_model_module_version": "1.5.0", - "_model_name": "ProgressStyleModel", - "_view_count": null, - "_view_module": "@jupyter-widgets/base", - "_view_module_version": "1.2.0", - "_view_name": "StyleView", - "bar_color": null, - "description_width": "" - } - }, - "f8af818961ea4a70b052c9dee8184ffd": { - "model_module": "@jupyter-widgets/base", - "model_name": "LayoutModel", - "model_module_version": "1.2.0", - "state": { - "_model_module": "@jupyter-widgets/base", - "_model_module_version": "1.2.0", - "_model_name": "LayoutModel", - "_view_count": null, - "_view_module": "@jupyter-widgets/base", - "_view_module_version": "1.2.0", - "_view_name": "LayoutView", - "align_content": null, - "align_items": null, - "align_self": null, - "border": null, - "bottom": null, - "display": null, - "flex": null, - "flex_flow": null, - "grid_area": null, - "grid_auto_columns": null, - "grid_auto_flow": null, - "grid_auto_rows": null, - "grid_column": null, - "grid_gap": null, - "grid_row": null, - "grid_template_areas": null, - "grid_template_columns": null, - "grid_template_rows": null, - "height": null, - "justify_content": null, - "justify_items": null, - "left": null, - "margin": null, - "max_height": null, - "max_width": null, - "min_height": null, - "min_width": null, - "object_fit": null, - "object_position": null, - "order": null, - "overflow": null, - "overflow_x": null, - "overflow_y": null, - "padding": null, - "right": null, - "top": null, - "visibility": null, - "width": null - } - }, - "09f9a8b35f0c43d0bb2f7aba6a96486c": { - "model_module": "@jupyter-widgets/controls", - "model_name": "DescriptionStyleModel", - "model_module_version": "1.5.0", - "state": { - "_model_module": "@jupyter-widgets/controls", - "_model_module_version": "1.5.0", - "_model_name": "DescriptionStyleModel", - "_view_count": null, - "_view_module": "@jupyter-widgets/base", - "_view_module_version": "1.2.0", - "_view_name": "StyleView", - "description_width": "" - } - } - } } }, "nbformat": 4,