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authorGustaf Rydholm <gustaf.rydholm@gmail.com>2022-09-13 18:20:15 +0200
committerGustaf Rydholm <gustaf.rydholm@gmail.com>2022-09-13 18:20:15 +0200
commit7440994bede38a6c6743110ec4215524665733e1 (patch)
tree36b3d59bedfa397ff5f78c9b48323b33a2e578ee /notebooks/04-efficientnet.ipynb
parent61b6934f914b1615483a255419ac8471853901e9 (diff)
Remove efficientnet
Diffstat (limited to 'notebooks/04-efficientnet.ipynb')
-rw-r--r--notebooks/04-efficientnet.ipynb144
1 files changed, 0 insertions, 144 deletions
diff --git a/notebooks/04-efficientnet.ipynb b/notebooks/04-efficientnet.ipynb
deleted file mode 100644
index 5395c12..0000000
--- a/notebooks/04-efficientnet.ipynb
+++ /dev/null
@@ -1,144 +0,0 @@
-{
- "cells": [
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "7c02ae76-b540-4b16-9492-e9210b3b9249",
- "metadata": {},
- "outputs": [],
- "source": [
- "import os\n",
- "os.environ['CUDA_VISIBLE_DEVICE'] = ''\n",
- "import random\n",
- "\n",
- "%matplotlib inline\n",
- "import matplotlib.pyplot as plt\n",
- "\n",
- "import numpy as np\n",
- "from omegaconf import OmegaConf\n",
- "\n",
- "%load_ext autoreload\n",
- "%autoreload 2\n",
- "\n",
- "from importlib.util import find_spec\n",
- "if find_spec(\"text_recognizer\") is None:\n",
- " import sys\n",
- " sys.path.append('..')"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "ccdb6dde-47e5-429a-88f2-0764fb7e259a",
- "metadata": {},
- "outputs": [],
- "source": [
- "from hydra import compose, initialize\n",
- "from omegaconf import OmegaConf\n",
- "from hydra.utils import instantiate"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "3cf50475-39f2-4642-a7d1-5bcbc0a036f7",
- "metadata": {},
- "outputs": [],
- "source": [
- "path = \"../training/conf/network/efficientnet.yaml\""
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "e52ecb01-c975-4e55-925d-1182c7aea473",
- "metadata": {},
- "outputs": [],
- "source": [
- "with open(path, \"rb\") as f:\n",
- " cfg = OmegaConf.load(f)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "f939aa37-7b1d-45cc-885c-323c4540bda1",
- "metadata": {},
- "outputs": [],
- "source": [
- "cfg"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "42caaae5-7ee6-43fe-97eb-46c2a6915739",
- "metadata": {},
- "outputs": [],
- "source": [
- "cfg.depth = 4"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "aaeab329-aeb0-4a1b-aa35-5a2aab81b1d0",
- "metadata": {},
- "outputs": [],
- "source": [
- "net = instantiate(cfg)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "618b997c-e6a6-4487-b70c-9d260cb556d3",
- "metadata": {},
- "outputs": [],
- "source": [
- "from torchinfo import summary"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "25759b7b-8deb-4163-b75d-a1357c9fe88f",
- "metadata": {
- "scrolled": false
- },
- "outputs": [],
- "source": [
- "summary(net, (2, 1, 56, 1024), device=\"cpu\", depth=4)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "733354ea",
- "metadata": {},
- "outputs": [],
- "source": []
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "Python 3 (ipykernel)",
- "language": "python",
- "name": "python3"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.9.4"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}