Upload Export_Recipe.ipynb
Browse files- Export_Recipe.ipynb +343 -0
Export_Recipe.ipynb
ADDED
|
@@ -0,0 +1,343 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"nbformat": 4,
|
| 3 |
+
"nbformat_minor": 0,
|
| 4 |
+
"metadata": {
|
| 5 |
+
"colab": {
|
| 6 |
+
"provenance": []
|
| 7 |
+
},
|
| 8 |
+
"kernelspec": {
|
| 9 |
+
"name": "python3",
|
| 10 |
+
"display_name": "Python 3"
|
| 11 |
+
},
|
| 12 |
+
"language_info": {
|
| 13 |
+
"name": "python"
|
| 14 |
+
}
|
| 15 |
+
},
|
| 16 |
+
"cells": [
|
| 17 |
+
{
|
| 18 |
+
"cell_type": "markdown",
|
| 19 |
+
"source": [
|
| 20 |
+
"## Step 1: Setting Up Optimum ExecuTorch"
|
| 21 |
+
],
|
| 22 |
+
"metadata": {
|
| 23 |
+
"id": "JJ2zK7BTZ2no"
|
| 24 |
+
}
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"cell_type": "code",
|
| 28 |
+
"execution_count": 1,
|
| 29 |
+
"metadata": {
|
| 30 |
+
"colab": {
|
| 31 |
+
"base_uri": "https://localhost:8080/"
|
| 32 |
+
},
|
| 33 |
+
"collapsed": true,
|
| 34 |
+
"id": "Jf8cvq_TYlH1",
|
| 35 |
+
"outputId": "10b89e53-428e-4bf2-f08f-97c743a54ae1"
|
| 36 |
+
},
|
| 37 |
+
"outputs": [
|
| 38 |
+
{
|
| 39 |
+
"output_type": "stream",
|
| 40 |
+
"name": "stdout",
|
| 41 |
+
"text": [
|
| 42 |
+
"Cloning into 'optimum-executorch'...\n",
|
| 43 |
+
"remote: Enumerating objects: 309, done.\u001b[K\n",
|
| 44 |
+
"remote: Counting objects: 100% (196/196), done.\u001b[K\n",
|
| 45 |
+
"remote: Compressing objects: 100% (82/82), done.\u001b[K\n",
|
| 46 |
+
"remote: Total 309 (delta 122), reused 146 (delta 96), pack-reused 113 (from 1)\u001b[K\n",
|
| 47 |
+
"Receiving objects: 100% (309/309), 72.96 KiB | 633.00 KiB/s, done.\n",
|
| 48 |
+
"Resolving deltas: 100% (146/146), done.\n",
|
| 49 |
+
"Processing /content/optimum-executorch\n",
|
| 50 |
+
" Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n",
|
| 51 |
+
" Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n",
|
| 52 |
+
" Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
|
| 53 |
+
"Collecting optimum~=1.24 (from optimum-executorch==0.0.0.dev0)\n",
|
| 54 |
+
" Downloading optimum-1.24.0-py3-none-any.whl.metadata (21 kB)\n",
|
| 55 |
+
"Collecting executorch>=0.4.0 (from optimum-executorch==0.0.0.dev0)\n",
|
| 56 |
+
" Downloading executorch-0.5.0-cp311-cp311-manylinux1_x86_64.whl.metadata (6.0 kB)\n",
|
| 57 |
+
"Requirement already satisfied: transformers>=4.46 in /usr/local/lib/python3.11/dist-packages (from optimum-executorch==0.0.0.dev0) (4.48.3)\n",
|
| 58 |
+
"Collecting expecttest (from executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 59 |
+
" Downloading expecttest-0.3.0-py3-none-any.whl.metadata (3.8 kB)\n",
|
| 60 |
+
"Requirement already satisfied: flatbuffers in /usr/local/lib/python3.11/dist-packages (from executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (25.2.10)\n",
|
| 61 |
+
"Collecting hypothesis (from executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 62 |
+
" Downloading hypothesis-6.127.7-py3-none-any.whl.metadata (4.4 kB)\n",
|
| 63 |
+
"Requirement already satisfied: mpmath==1.3.0 in /usr/local/lib/python3.11/dist-packages (from executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (1.3.0)\n",
|
| 64 |
+
"Collecting numpy==2.0.0 (from executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 65 |
+
" Downloading numpy-2.0.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (60 kB)\n",
|
| 66 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m60.9/60.9 kB\u001b[0m \u001b[31m2.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 67 |
+
"\u001b[?25hRequirement already satisfied: packaging in /usr/local/lib/python3.11/dist-packages (from executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (24.2)\n",
|
| 68 |
+
"Requirement already satisfied: pandas==2.2.2 in /usr/local/lib/python3.11/dist-packages (from executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (2.2.2)\n",
|
| 69 |
+
"Collecting parameterized (from executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 70 |
+
" Downloading parameterized-0.9.0-py2.py3-none-any.whl.metadata (18 kB)\n",
|
| 71 |
+
"Requirement already satisfied: pytest in /usr/local/lib/python3.11/dist-packages (from executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (8.3.4)\n",
|
| 72 |
+
"Collecting pytest-xdist (from executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 73 |
+
" Downloading pytest_xdist-3.6.1-py3-none-any.whl.metadata (4.3 kB)\n",
|
| 74 |
+
"Requirement already satisfied: pyyaml in /usr/local/lib/python3.11/dist-packages (from executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (6.0.2)\n",
|
| 75 |
+
"Collecting ruamel.yaml (from executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 76 |
+
" Downloading ruamel.yaml-0.18.10-py3-none-any.whl.metadata (23 kB)\n",
|
| 77 |
+
"Requirement already satisfied: sympy in /usr/local/lib/python3.11/dist-packages (from executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (1.13.1)\n",
|
| 78 |
+
"Requirement already satisfied: tabulate in /usr/local/lib/python3.11/dist-packages (from executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (0.9.0)\n",
|
| 79 |
+
"Collecting torch==2.6.0 (from executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 80 |
+
" Downloading torch-2.6.0-cp311-cp311-manylinux1_x86_64.whl.metadata (28 kB)\n",
|
| 81 |
+
"Collecting torchaudio==2.6.0 (from executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 82 |
+
" Downloading torchaudio-2.6.0-cp311-cp311-manylinux1_x86_64.whl.metadata (6.6 kB)\n",
|
| 83 |
+
"Collecting torchvision==0.21.0 (from executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 84 |
+
" Downloading torchvision-0.21.0-cp311-cp311-manylinux1_x86_64.whl.metadata (6.1 kB)\n",
|
| 85 |
+
"Requirement already satisfied: typing-extensions in /usr/local/lib/python3.11/dist-packages (from executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (4.12.2)\n",
|
| 86 |
+
"Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.11/dist-packages (from pandas==2.2.2->executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (2.8.2)\n",
|
| 87 |
+
"Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.11/dist-packages (from pandas==2.2.2->executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (2025.1)\n",
|
| 88 |
+
"Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.11/dist-packages (from pandas==2.2.2->executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (2025.1)\n",
|
| 89 |
+
"Requirement already satisfied: filelock in /usr/local/lib/python3.11/dist-packages (from torch==2.6.0->executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (3.17.0)\n",
|
| 90 |
+
"Requirement already satisfied: networkx in /usr/local/lib/python3.11/dist-packages (from torch==2.6.0->executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (3.4.2)\n",
|
| 91 |
+
"Requirement already satisfied: jinja2 in /usr/local/lib/python3.11/dist-packages (from torch==2.6.0->executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (3.1.5)\n",
|
| 92 |
+
"Requirement already satisfied: fsspec in /usr/local/lib/python3.11/dist-packages (from torch==2.6.0->executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (2024.10.0)\n",
|
| 93 |
+
"Collecting nvidia-cuda-nvrtc-cu12==12.4.127 (from torch==2.6.0->executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 94 |
+
" Downloading nvidia_cuda_nvrtc_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
|
| 95 |
+
"Collecting nvidia-cuda-runtime-cu12==12.4.127 (from torch==2.6.0->executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 96 |
+
" Downloading nvidia_cuda_runtime_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
|
| 97 |
+
"Collecting nvidia-cuda-cupti-cu12==12.4.127 (from torch==2.6.0->executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 98 |
+
" Downloading nvidia_cuda_cupti_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.6 kB)\n",
|
| 99 |
+
"Collecting nvidia-cudnn-cu12==9.1.0.70 (from torch==2.6.0->executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 100 |
+
" Downloading nvidia_cudnn_cu12-9.1.0.70-py3-none-manylinux2014_x86_64.whl.metadata (1.6 kB)\n",
|
| 101 |
+
"Collecting nvidia-cublas-cu12==12.4.5.8 (from torch==2.6.0->executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 102 |
+
" Downloading nvidia_cublas_cu12-12.4.5.8-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
|
| 103 |
+
"Collecting nvidia-cufft-cu12==11.2.1.3 (from torch==2.6.0->executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 104 |
+
" Downloading nvidia_cufft_cu12-11.2.1.3-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
|
| 105 |
+
"Collecting nvidia-curand-cu12==10.3.5.147 (from torch==2.6.0->executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 106 |
+
" Downloading nvidia_curand_cu12-10.3.5.147-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
|
| 107 |
+
"Collecting nvidia-cusolver-cu12==11.6.1.9 (from torch==2.6.0->executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 108 |
+
" Downloading nvidia_cusolver_cu12-11.6.1.9-py3-none-manylinux2014_x86_64.whl.metadata (1.6 kB)\n",
|
| 109 |
+
"Collecting nvidia-cusparse-cu12==12.3.1.170 (from torch==2.6.0->executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 110 |
+
" Downloading nvidia_cusparse_cu12-12.3.1.170-py3-none-manylinux2014_x86_64.whl.metadata (1.6 kB)\n",
|
| 111 |
+
"Collecting nvidia-cusparselt-cu12==0.6.2 (from torch==2.6.0->executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 112 |
+
" Downloading nvidia_cusparselt_cu12-0.6.2-py3-none-manylinux2014_x86_64.whl.metadata (6.8 kB)\n",
|
| 113 |
+
"Requirement already satisfied: nvidia-nccl-cu12==2.21.5 in /usr/local/lib/python3.11/dist-packages (from torch==2.6.0->executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (2.21.5)\n",
|
| 114 |
+
"Requirement already satisfied: nvidia-nvtx-cu12==12.4.127 in /usr/local/lib/python3.11/dist-packages (from torch==2.6.0->executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (12.4.127)\n",
|
| 115 |
+
"Collecting nvidia-nvjitlink-cu12==12.4.127 (from torch==2.6.0->executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 116 |
+
" Downloading nvidia_nvjitlink_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
|
| 117 |
+
"Collecting triton==3.2.0 (from torch==2.6.0->executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 118 |
+
" Downloading triton-3.2.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (1.4 kB)\n",
|
| 119 |
+
"Requirement already satisfied: pillow!=8.3.*,>=5.3.0 in /usr/local/lib/python3.11/dist-packages (from torchvision==0.21.0->executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (11.1.0)\n",
|
| 120 |
+
"Requirement already satisfied: huggingface-hub>=0.8.0 in /usr/local/lib/python3.11/dist-packages (from optimum~=1.24->optimum-executorch==0.0.0.dev0) (0.28.1)\n",
|
| 121 |
+
"Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.11/dist-packages (from transformers>=4.46->optimum-executorch==0.0.0.dev0) (2024.11.6)\n",
|
| 122 |
+
"Requirement already satisfied: requests in /usr/local/lib/python3.11/dist-packages (from transformers>=4.46->optimum-executorch==0.0.0.dev0) (2.32.3)\n",
|
| 123 |
+
"Requirement already satisfied: tokenizers<0.22,>=0.21 in /usr/local/lib/python3.11/dist-packages (from transformers>=4.46->optimum-executorch==0.0.0.dev0) (0.21.0)\n",
|
| 124 |
+
"Requirement already satisfied: safetensors>=0.4.1 in /usr/local/lib/python3.11/dist-packages (from transformers>=4.46->optimum-executorch==0.0.0.dev0) (0.5.3)\n",
|
| 125 |
+
"Requirement already satisfied: tqdm>=4.27 in /usr/local/lib/python3.11/dist-packages (from transformers>=4.46->optimum-executorch==0.0.0.dev0) (4.67.1)\n",
|
| 126 |
+
"Requirement already satisfied: attrs>=22.2.0 in /usr/local/lib/python3.11/dist-packages (from hypothesis->executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (25.1.0)\n",
|
| 127 |
+
"Requirement already satisfied: sortedcontainers<3.0.0,>=2.1.0 in /usr/local/lib/python3.11/dist-packages (from hypothesis->executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (2.4.0)\n",
|
| 128 |
+
"Requirement already satisfied: iniconfig in /usr/local/lib/python3.11/dist-packages (from pytest->executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (2.0.0)\n",
|
| 129 |
+
"Requirement already satisfied: pluggy<2,>=1.5 in /usr/local/lib/python3.11/dist-packages (from pytest->executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (1.5.0)\n",
|
| 130 |
+
"Collecting execnet>=2.1 (from pytest-xdist->executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 131 |
+
" Downloading execnet-2.1.1-py3-none-any.whl.metadata (2.9 kB)\n",
|
| 132 |
+
"Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.11/dist-packages (from requests->transformers>=4.46->optimum-executorch==0.0.0.dev0) (3.4.1)\n",
|
| 133 |
+
"Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.11/dist-packages (from requests->transformers>=4.46->optimum-executorch==0.0.0.dev0) (3.10)\n",
|
| 134 |
+
"Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.11/dist-packages (from requests->transformers>=4.46->optimum-executorch==0.0.0.dev0) (2.3.0)\n",
|
| 135 |
+
"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.11/dist-packages (from requests->transformers>=4.46->optimum-executorch==0.0.0.dev0) (2025.1.31)\n",
|
| 136 |
+
"Collecting ruamel.yaml.clib>=0.2.7 (from ruamel.yaml->executorch>=0.4.0->optimum-executorch==0.0.0.dev0)\n",
|
| 137 |
+
" Downloading ruamel.yaml.clib-0.2.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (2.7 kB)\n",
|
| 138 |
+
"Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.11/dist-packages (from python-dateutil>=2.8.2->pandas==2.2.2->executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (1.17.0)\n",
|
| 139 |
+
"Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.11/dist-packages (from jinja2->torch==2.6.0->executorch>=0.4.0->optimum-executorch==0.0.0.dev0) (3.0.2)\n",
|
| 140 |
+
"Downloading executorch-0.5.0-cp311-cp311-manylinux1_x86_64.whl (6.1 MB)\n",
|
| 141 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m6.1/6.1 MB\u001b[0m \u001b[31m68.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 142 |
+
"\u001b[?25hDownloading numpy-2.0.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (19.3 MB)\n",
|
| 143 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m19.3/19.3 MB\u001b[0m \u001b[31m95.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 144 |
+
"\u001b[?25hDownloading torch-2.6.0-cp311-cp311-manylinux1_x86_64.whl (766.7 MB)\n",
|
| 145 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m766.7/766.7 MB\u001b[0m \u001b[31m2.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 146 |
+
"\u001b[?25hDownloading torchaudio-2.6.0-cp311-cp311-manylinux1_x86_64.whl (3.4 MB)\n",
|
| 147 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m3.4/3.4 MB\u001b[0m \u001b[31m82.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 148 |
+
"\u001b[?25hDownloading torchvision-0.21.0-cp311-cp311-manylinux1_x86_64.whl (7.2 MB)\n",
|
| 149 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m7.2/7.2 MB\u001b[0m \u001b[31m100.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 150 |
+
"\u001b[?25hDownloading nvidia_cublas_cu12-12.4.5.8-py3-none-manylinux2014_x86_64.whl (363.4 MB)\n",
|
| 151 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m363.4/363.4 MB\u001b[0m \u001b[31m3.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 152 |
+
"\u001b[?25hDownloading nvidia_cuda_cupti_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl (13.8 MB)\n",
|
| 153 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m13.8/13.8 MB\u001b[0m \u001b[31m53.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 154 |
+
"\u001b[?25hDownloading nvidia_cuda_nvrtc_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl (24.6 MB)\n",
|
| 155 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m24.6/24.6 MB\u001b[0m \u001b[31m36.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 156 |
+
"\u001b[?25hDownloading nvidia_cuda_runtime_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl (883 kB)\n",
|
| 157 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m883.7/883.7 kB\u001b[0m \u001b[31m45.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 158 |
+
"\u001b[?25hDownloading nvidia_cudnn_cu12-9.1.0.70-py3-none-manylinux2014_x86_64.whl (664.8 MB)\n",
|
| 159 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m664.8/664.8 MB\u001b[0m \u001b[31m2.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 160 |
+
"\u001b[?25hDownloading nvidia_cufft_cu12-11.2.1.3-py3-none-manylinux2014_x86_64.whl (211.5 MB)\n",
|
| 161 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m211.5/211.5 MB\u001b[0m \u001b[31m5.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 162 |
+
"\u001b[?25hDownloading nvidia_curand_cu12-10.3.5.147-py3-none-manylinux2014_x86_64.whl (56.3 MB)\n",
|
| 163 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m56.3/56.3 MB\u001b[0m \u001b[31m9.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 164 |
+
"\u001b[?25hDownloading nvidia_cusolver_cu12-11.6.1.9-py3-none-manylinux2014_x86_64.whl (127.9 MB)\n",
|
| 165 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m127.9/127.9 MB\u001b[0m \u001b[31m7.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 166 |
+
"\u001b[?25hDownloading nvidia_cusparse_cu12-12.3.1.170-py3-none-manylinux2014_x86_64.whl (207.5 MB)\n",
|
| 167 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m207.5/207.5 MB\u001b[0m \u001b[31m6.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 168 |
+
"\u001b[?25hDownloading nvidia_cusparselt_cu12-0.6.2-py3-none-manylinux2014_x86_64.whl (150.1 MB)\n",
|
| 169 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m150.1/150.1 MB\u001b[0m \u001b[31m6.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 170 |
+
"\u001b[?25hDownloading nvidia_nvjitlink_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl (21.1 MB)\n",
|
| 171 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m21.1/21.1 MB\u001b[0m \u001b[31m84.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 172 |
+
"\u001b[?25hDownloading triton-3.2.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (253.2 MB)\n",
|
| 173 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m253.2/253.2 MB\u001b[0m \u001b[31m4.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 174 |
+
"\u001b[?25hDownloading optimum-1.24.0-py3-none-any.whl (433 kB)\n",
|
| 175 |
+
"\u001b[2K \u001b[90mβββοΏ½οΏ½οΏ½ββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m433.6/433.6 kB\u001b[0m \u001b[31m31.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 176 |
+
"\u001b[?25hDownloading expecttest-0.3.0-py3-none-any.whl (8.2 kB)\n",
|
| 177 |
+
"Downloading hypothesis-6.127.7-py3-none-any.whl (483 kB)\n",
|
| 178 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m483.3/483.3 kB\u001b[0m \u001b[31m37.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 179 |
+
"\u001b[?25hDownloading parameterized-0.9.0-py2.py3-none-any.whl (20 kB)\n",
|
| 180 |
+
"Downloading pytest_xdist-3.6.1-py3-none-any.whl (46 kB)\n",
|
| 181 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m46.1/46.1 kB\u001b[0m \u001b[31m4.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 182 |
+
"\u001b[?25hDownloading ruamel.yaml-0.18.10-py3-none-any.whl (117 kB)\n",
|
| 183 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m117.7/117.7 kB\u001b[0m \u001b[31m12.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 184 |
+
"\u001b[?25hDownloading execnet-2.1.1-py3-none-any.whl (40 kB)\n",
|
| 185 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m40.6/40.6 kB\u001b[0m \u001b[31m3.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 186 |
+
"\u001b[?25hDownloading ruamel.yaml.clib-0.2.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (739 kB)\n",
|
| 187 |
+
"\u001b[2K \u001b[90mββββββββββββββββββββββββββββββββββββββββ\u001b[0m \u001b[32m739.1/739.1 kB\u001b[0m \u001b[31m53.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 188 |
+
"\u001b[?25hBuilding wheels for collected packages: optimum-executorch\n",
|
| 189 |
+
" Building wheel for optimum-executorch (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
|
| 190 |
+
" Created wheel for optimum-executorch: filename=optimum_executorch-0.0.0.dev0-py3-none-any.whl size=26854 sha256=4c8d4ff67f0691b21305f380afc74d27ad6eed5e9025fca6bfd0ac992f308461\n",
|
| 191 |
+
" Stored in directory: /root/.cache/pip/wheels/8f/7c/a6/ff41f7e873d3e74183b74cf6c37176e23ba574ae9e795ff660\n",
|
| 192 |
+
"Successfully built optimum-executorch\n",
|
| 193 |
+
"Installing collected packages: triton, nvidia-cusparselt-cu12, ruamel.yaml.clib, parameterized, nvidia-nvjitlink-cu12, nvidia-curand-cu12, nvidia-cufft-cu12, nvidia-cuda-runtime-cu12, nvidia-cuda-nvrtc-cu12, nvidia-cuda-cupti-cu12, nvidia-cublas-cu12, numpy, hypothesis, expecttest, execnet, ruamel.yaml, pytest-xdist, nvidia-cusparse-cu12, nvidia-cudnn-cu12, nvidia-cusolver-cu12, torch, torchvision, torchaudio, optimum, executorch, optimum-executorch\n",
|
| 194 |
+
" Attempting uninstall: triton\n",
|
| 195 |
+
" Found existing installation: triton 3.1.0\n",
|
| 196 |
+
" Uninstalling triton-3.1.0:\n",
|
| 197 |
+
" Successfully uninstalled triton-3.1.0\n",
|
| 198 |
+
" Attempting uninstall: nvidia-nvjitlink-cu12\n",
|
| 199 |
+
" Found existing installation: nvidia-nvjitlink-cu12 12.5.82\n",
|
| 200 |
+
" Uninstalling nvidia-nvjitlink-cu12-12.5.82:\n",
|
| 201 |
+
" Successfully uninstalled nvidia-nvjitlink-cu12-12.5.82\n",
|
| 202 |
+
" Attempting uninstall: nvidia-curand-cu12\n",
|
| 203 |
+
" Found existing installation: nvidia-curand-cu12 10.3.6.82\n",
|
| 204 |
+
" Uninstalling nvidia-curand-cu12-10.3.6.82:\n",
|
| 205 |
+
" Successfully uninstalled nvidia-curand-cu12-10.3.6.82\n",
|
| 206 |
+
" Attempting uninstall: nvidia-cufft-cu12\n",
|
| 207 |
+
" Found existing installation: nvidia-cufft-cu12 11.2.3.61\n",
|
| 208 |
+
" Uninstalling nvidia-cufft-cu12-11.2.3.61:\n",
|
| 209 |
+
" Successfully uninstalled nvidia-cufft-cu12-11.2.3.61\n",
|
| 210 |
+
" Attempting uninstall: nvidia-cuda-runtime-cu12\n",
|
| 211 |
+
" Found existing installation: nvidia-cuda-runtime-cu12 12.5.82\n",
|
| 212 |
+
" Uninstalling nvidia-cuda-runtime-cu12-12.5.82:\n",
|
| 213 |
+
" Successfully uninstalled nvidia-cuda-runtime-cu12-12.5.82\n",
|
| 214 |
+
" Attempting uninstall: nvidia-cuda-nvrtc-cu12\n",
|
| 215 |
+
" Found existing installation: nvidia-cuda-nvrtc-cu12 12.5.82\n",
|
| 216 |
+
" Uninstalling nvidia-cuda-nvrtc-cu12-12.5.82:\n",
|
| 217 |
+
" Successfully uninstalled nvidia-cuda-nvrtc-cu12-12.5.82\n",
|
| 218 |
+
" Attempting uninstall: nvidia-cuda-cupti-cu12\n",
|
| 219 |
+
" Found existing installation: nvidia-cuda-cupti-cu12 12.5.82\n",
|
| 220 |
+
" Uninstalling nvidia-cuda-cupti-cu12-12.5.82:\n",
|
| 221 |
+
" Successfully uninstalled nvidia-cuda-cupti-cu12-12.5.82\n",
|
| 222 |
+
" Attempting uninstall: nvidia-cublas-cu12\n",
|
| 223 |
+
" Found existing installation: nvidia-cublas-cu12 12.5.3.2\n",
|
| 224 |
+
" Uninstalling nvidia-cublas-cu12-12.5.3.2:\n",
|
| 225 |
+
" Successfully uninstalled nvidia-cublas-cu12-12.5.3.2\n",
|
| 226 |
+
" Attempting uninstall: numpy\n",
|
| 227 |
+
" Found existing installation: numpy 1.26.4\n",
|
| 228 |
+
" Uninstalling numpy-1.26.4:\n",
|
| 229 |
+
" Successfully uninstalled numpy-1.26.4\n",
|
| 230 |
+
" Attempting uninstall: nvidia-cusparse-cu12\n",
|
| 231 |
+
" Found existing installation: nvidia-cusparse-cu12 12.5.1.3\n",
|
| 232 |
+
" Uninstalling nvidia-cusparse-cu12-12.5.1.3:\n",
|
| 233 |
+
" Successfully uninstalled nvidia-cusparse-cu12-12.5.1.3\n",
|
| 234 |
+
" Attempting uninstall: nvidia-cudnn-cu12\n",
|
| 235 |
+
" Found existing installation: nvidia-cudnn-cu12 9.3.0.75\n",
|
| 236 |
+
" Uninstalling nvidia-cudnn-cu12-9.3.0.75:\n",
|
| 237 |
+
" Successfully uninstalled nvidia-cudnn-cu12-9.3.0.75\n",
|
| 238 |
+
" Attempting uninstall: nvidia-cusolver-cu12\n",
|
| 239 |
+
" Found existing installation: nvidia-cusolver-cu12 11.6.3.83\n",
|
| 240 |
+
" Uninstalling nvidia-cusolver-cu12-11.6.3.83:\n",
|
| 241 |
+
" Successfully uninstalled nvidia-cusolver-cu12-11.6.3.83\n",
|
| 242 |
+
" Attempting uninstall: torch\n",
|
| 243 |
+
" Found existing installation: torch 2.5.1+cu124\n",
|
| 244 |
+
" Uninstalling torch-2.5.1+cu124:\n",
|
| 245 |
+
" Successfully uninstalled torch-2.5.1+cu124\n",
|
| 246 |
+
" Attempting uninstall: torchvision\n",
|
| 247 |
+
" Found existing installation: torchvision 0.20.1+cu124\n",
|
| 248 |
+
" Uninstalling torchvision-0.20.1+cu124:\n",
|
| 249 |
+
" Successfully uninstalled torchvision-0.20.1+cu124\n",
|
| 250 |
+
" Attempting uninstall: torchaudio\n",
|
| 251 |
+
" Found existing installation: torchaudio 2.5.1+cu124\n",
|
| 252 |
+
" Uninstalling torchaudio-2.5.1+cu124:\n",
|
| 253 |
+
" Successfully uninstalled torchaudio-2.5.1+cu124\n",
|
| 254 |
+
"\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",
|
| 255 |
+
"fastai 2.7.18 requires torch<2.6,>=1.10, but you have torch 2.6.0 which is incompatible.\n",
|
| 256 |
+
"pytensor 2.27.1 requires numpy<2,>=1.17.0, but you have numpy 2.0.0 which is incompatible.\n",
|
| 257 |
+
"gensim 4.3.3 requires numpy<2.0,>=1.18.5, but you have numpy 2.0.0 which is incompatible.\n",
|
| 258 |
+
"thinc 8.2.5 requires numpy<2.0.0,>=1.19.0; python_version >= \"3.9\", but you have numpy 2.0.0 which is incompatible.\n",
|
| 259 |
+
"langchain 0.3.19 requires numpy<2,>=1.26.4; python_version < \"3.12\", but you have numpy 2.0.0 which is incompatible.\u001b[0m\u001b[31m\n",
|
| 260 |
+
"\u001b[0mSuccessfully installed execnet-2.1.1 executorch-0.5.0 expecttest-0.3.0 hypothesis-6.127.7 numpy-2.0.0 nvidia-cublas-cu12-12.4.5.8 nvidia-cuda-cupti-cu12-12.4.127 nvidia-cuda-nvrtc-cu12-12.4.127 nvidia-cuda-runtime-cu12-12.4.127 nvidia-cudnn-cu12-9.1.0.70 nvidia-cufft-cu12-11.2.1.3 nvidia-curand-cu12-10.3.5.147 nvidia-cusolver-cu12-11.6.1.9 nvidia-cusparse-cu12-12.3.1.170 nvidia-cusparselt-cu12-0.6.2 nvidia-nvjitlink-cu12-12.4.127 optimum-1.24.0 optimum-executorch-0.0.0.dev0 parameterized-0.9.0 pytest-xdist-3.6.1 ruamel.yaml-0.18.10 ruamel.yaml.clib-0.2.12 torch-2.6.0 torchaudio-2.6.0 torchvision-0.21.0 triton-3.2.0\n"
|
| 261 |
+
]
|
| 262 |
+
}
|
| 263 |
+
],
|
| 264 |
+
"source": [
|
| 265 |
+
"! touch /content/optimum-executorch; rm -rf /content/optimum-executorch\n",
|
| 266 |
+
"! git clone https://github.com/huggingface/optimum-executorch ; cd /content/optimum-executorch; pip install ."
|
| 267 |
+
]
|
| 268 |
+
},
|
| 269 |
+
{
|
| 270 |
+
"cell_type": "markdown",
|
| 271 |
+
"source": [
|
| 272 |
+
"## Step 2: Export to ExecuTorch"
|
| 273 |
+
],
|
| 274 |
+
"metadata": {
|
| 275 |
+
"id": "fC9CGHJraXYo"
|
| 276 |
+
}
|
| 277 |
+
},
|
| 278 |
+
{
|
| 279 |
+
"cell_type": "code",
|
| 280 |
+
"source": [
|
| 281 |
+
"! cd /content/optimum-executorch; optimum-cli export executorch \\\n",
|
| 282 |
+
" --model \"HuggingFaceTB/SmolLM2-135M\" \\\n",
|
| 283 |
+
" --task \"text-generation\" \\\n",
|
| 284 |
+
" --recipe \"xnnpack\" \\\n",
|
| 285 |
+
" --output_dir=\"./smollmv2_135m\""
|
| 286 |
+
],
|
| 287 |
+
"metadata": {
|
| 288 |
+
"colab": {
|
| 289 |
+
"base_uri": "https://localhost:8080/"
|
| 290 |
+
},
|
| 291 |
+
"id": "ZRh7wlLuad8o",
|
| 292 |
+
"outputId": "e953dcb6-ca53-49db-f93e-9ed4e21f3950"
|
| 293 |
+
},
|
| 294 |
+
"execution_count": 2,
|
| 295 |
+
"outputs": [
|
| 296 |
+
{
|
| 297 |
+
"output_type": "stream",
|
| 298 |
+
"name": "stdout",
|
| 299 |
+
"text": [
|
| 300 |
+
"2025-03-05 22:27:06.717266: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:477] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
|
| 301 |
+
"WARNING: All log messages before absl::InitializeLog() is called are written to STDERR\n",
|
| 302 |
+
"E0000 00:00:1741213626.971880 2192 cuda_dnn.cc:8310] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
|
| 303 |
+
"E0000 00:00:1741213627.038529 2192 cuda_blas.cc:1418] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n",
|
| 304 |
+
"2025-03-05 22:27:07.579918: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\n",
|
| 305 |
+
"To enable the following instructions: AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.\n",
|
| 306 |
+
"config.json: 100% 704/704 [00:00<00:00, 5.44MB/s]\n",
|
| 307 |
+
"model.safetensors: 100% 269M/269M [00:01<00:00, 206MB/s]\n",
|
| 308 |
+
"The 'batch_size' argument of StaticCache is deprecated and will be removed in v4.49. Use the more precisely named 'max_batch_size' argument instead.\n",
|
| 309 |
+
"The 'batch_size' attribute of StaticCache is deprecated and will be removed in v4.49. Use the more precisely named 'self.max_batch_size' attribute instead.\n",
|
| 310 |
+
"/usr/local/lib/python3.11/dist-packages/executorch/exir/emit/_emitter.py:1575: UserWarning: Mutation on a buffer in the model is detected. ExecuTorch assumes buffers that are mutated in the graph have a meaningless initial state, only the shape and dtype will be serialized.\n",
|
| 311 |
+
" warnings.warn(\n"
|
| 312 |
+
]
|
| 313 |
+
}
|
| 314 |
+
]
|
| 315 |
+
},
|
| 316 |
+
{
|
| 317 |
+
"cell_type": "code",
|
| 318 |
+
"source": [
|
| 319 |
+
"! cd /content/optimum-executorch; ls -all ./smollmv2_135m"
|
| 320 |
+
],
|
| 321 |
+
"metadata": {
|
| 322 |
+
"colab": {
|
| 323 |
+
"base_uri": "https://localhost:8080/"
|
| 324 |
+
},
|
| 325 |
+
"id": "gCVEovBPbk1p",
|
| 326 |
+
"outputId": "2e648007-15ee-47bd-a444-2ae0015976d1"
|
| 327 |
+
},
|
| 328 |
+
"execution_count": 6,
|
| 329 |
+
"outputs": [
|
| 330 |
+
{
|
| 331 |
+
"output_type": "stream",
|
| 332 |
+
"name": "stdout",
|
| 333 |
+
"text": [
|
| 334 |
+
"total 530244\n",
|
| 335 |
+
"drwxr-xr-x 2 root root 4096 Mar 5 22:32 .\n",
|
| 336 |
+
"drwxr-xr-x 10 root root 4096 Mar 5 22:27 ..\n",
|
| 337 |
+
"-rw-r--r-- 1 root root 542957120 Mar 5 22:32 model.pte\n"
|
| 338 |
+
]
|
| 339 |
+
}
|
| 340 |
+
]
|
| 341 |
+
}
|
| 342 |
+
]
|
| 343 |
+
}
|