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August 17, 2020 08:00
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Populating the interactive namespace from numpy and matplotlib\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "%pylab inline" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "import sys\n", | |
| "import argparse\n", | |
| "import os\n", | |
| "import random\n", | |
| "import shutil\n", | |
| "import time\n", | |
| "import warnings\n", | |
| "\n", | |
| "import torch\n", | |
| "import torch.nn as nn\n", | |
| "import torch.nn.parallel\n", | |
| "import torch.backends.cudnn as cudnn\n", | |
| "import torch.distributed as dist\n", | |
| "import torch.optim\n", | |
| "import torch.multiprocessing as mp\n", | |
| "import torch.utils.data\n", | |
| "import torch.utils.data.distributed\n", | |
| "import torchvision.transforms as transforms\n", | |
| "import torchvision.datasets as datasets\n", | |
| "import torchvision.models as models\n", | |
| "import webdataset as wds\n", | |
| "import csv\n", | |
| "\n", | |
| "figsize(8, 8)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "# Parameters Etc." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "# define parameters\n", | |
| "\n", | |
| "class args:\n", | |
| " trainshards = \"pipe:gsutil cat gs://nvdata-openimages/openimages-train-{000000..000554}.tar\"\n", | |
| " workers = 0\n", | |
| " trainsize = 10000000\n", | |
| " batch_size = 16\n", | |
| " shuffle = 0" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 4, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "# read all the class labels\n", | |
| "\n", | |
| "with open(\"class-descriptions-boxable.csv\") as stream:\n", | |
| " classes = {k: v for k, v in csv.reader(stream)}\n", | |
| "classid = {name: index for index, name in enumerate([None] + list(classes.keys()))}\n", | |
| "nclasses = max(*classid.values())+1" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "# Exploring the Dataset" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 5, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "gs://nvdata-openimages/openimages-shard.ipynb\n", | |
| "gs://nvdata-openimages/openimages-train-000000.tar\n", | |
| "gs://nvdata-openimages/openimages-train-000001.tar\n", | |
| "gs://nvdata-openimages/openimages-train-000002.tar\n", | |
| "...\n", | |
| "gs://nvdata-openimages/openimages-train-000552.tar\n", | |
| "gs://nvdata-openimages/openimages-train-000553.tar\n", | |
| "gs://nvdata-openimages/openimages-train-000554.tar\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "!gsutil ls gs://nvdata-openimages | sed '5,$d'\n", | |
| "!echo ...\n", | |
| "!gsutil ls gs://nvdata-openimages | tail -3" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 6, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "0d2bdd0825059730.jpg\n", | |
| "0d2bdd0825059730.json\n", | |
| "0093d33bed1c25a0.jpg\n", | |
| "0093d33bed1c25a0.json\n", | |
| "0a540a5dacc15c4a.jpg\n", | |
| "0a540a5dacc15c4a.json\n", | |
| "tar: write error\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "!gsutil cat gs://nvdata-openimages/openimages-train-000552.tar | tar tf - | sed 6q" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 7, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "__key__ <class 'str'> 'e39871fd9fd74f55'\n", | |
| "jpg <class 'numpy.ndarray'> array([[[0.95686275, 0.95686275, 0.95686\n", | |
| "json <class 'list'> [{'ImageID': 'e39871fd9fd74f55', 'Source\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "# opening the dataset and iterating over it is simple\n", | |
| "\n", | |
| "url = \"pipe:gsutil cat gs://nvdata-openimages/openimages-train-{000000..000554}.tar\"\n", | |
| "ds = wds.Dataset(url).decode()\n", | |
| "source = iter(ds)\n", | |
| "sample = next(source)\n", | |
| "\n", | |
| "for k, v in sample.items():\n", | |
| " print(f\"{k:10s} {type(v)!s:25s} {repr(v)[:40]}\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 8, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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\n", | |
| "text/plain": [ | |
| "<Figure size 576x576 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "# find bounding boxes for objects (not used below)\n", | |
| "\n", | |
| "h, w = sample[\"jpg\"].shape[:2]\n", | |
| "imshow(sample[\"jpg\"])\n", | |
| "for obj in sample[\"json\"]:\n", | |
| " #print(obj)\n", | |
| " x0, y0, x1, y1 = [float(obj[key]) for key in \"XMin YMin XMax YMax\".split()]\n", | |
| " x0, y0, x1, y1 = w*x0, h*y0, w*x1, h*y1\n", | |
| " cls = classid[obj[\"LabelName\"]]\n", | |
| " plot([x0,x0,x1,x1,x0], [y0,y1,y1,y0,y0], linewidth=5)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "# WebDataset with PyTorch DataLoader" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 9, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "# Standard Preprocessing\n", | |
| "\n", | |
| "def onehot(classes):\n", | |
| " result = np.zeros(nclasses, dtype=np.float32)\n", | |
| " result[np.array(classes, dtype=np.int64)] = 1\n", | |
| " return result\n", | |
| "\n", | |
| "def get_labels(json):\n", | |
| " return onehot(sorted(set([classid[obj[\"LabelName\"]] for obj in json])))\n", | |
| "\n", | |
| "normalize = transforms.Normalize(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225])\n", | |
| "\n", | |
| "train_transform = transforms.Compose(\n", | |
| " [\n", | |
| " transforms.RandomResizedCrop(224),\n", | |
| " transforms.RandomHorizontalFlip(),\n", | |
| " transforms.ToTensor(),\n", | |
| " #normalize,\n", | |
| " ]\n", | |
| ")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 10, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "# Opening the Dataset\n", | |
| "\n", | |
| "num_batches = args.trainsize // args.batch_size\n", | |
| "\n", | |
| "train_dataset = (\n", | |
| " wds.Dataset(args.trainshards, length=num_batches)\n", | |
| " .shuffle(args.shuffle)\n", | |
| " .decode(\"pil\")\n", | |
| " .to_tuple(\"jpg;png;jpeg json\")\n", | |
| " .map_tuple(train_transform, get_labels)\n", | |
| " .batched(args.batch_size)\n", | |
| ")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 11, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "# Creating the DataLoader\n", | |
| "\n", | |
| "train_loader = torch.utils.data.DataLoader(\n", | |
| " train_dataset, batch_size=None, shuffle=False, num_workers=args.workers,\n", | |
| ")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 12, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "torch.Size([16, 3, 224, 224]) torch.Size([16, 602])\n" | |
| ] | |
| }, | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "<matplotlib.image.AxesImage at 0x7f23ffe90cd0>" | |
| ] | |
| }, | |
| "execution_count": 12, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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\n", | |
| "text/plain": [ | |
| "<Figure size 576x576 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "# Verifying that the DataLoader is working\n", | |
| "\n", | |
| "xs, ys = next(iter(train_loader))\n", | |
| "print(xs.shape, ys.shape)\n", | |
| "imshow(xs[0].permute(1, 2, 0))" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "# Standard Training Loop" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 19, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "model = nn.Sequential(\n", | |
| " models.vgg19_bn(),\n", | |
| " nn.ReLU(),\n", | |
| " nn.Linear(1000, nclasses),\n", | |
| " nn.Sigmoid()\n", | |
| ").cuda()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 20, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "criterion = nn.MSELoss().cuda()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 21, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "optimizer = torch.optim.SGD(model.parameters(), 1e-2, momentum=0.9)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 22, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| " 196 4.307e-03\r" | |
| ] | |
| }, | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", | |
| "text": [ | |
| "Exception ignored in: <generator object SampleIterator.raw_samples at 0x7f23ffed0430>\n", | |
| "Traceback (most recent call last):\n", | |
| " File \"/home/tmb/proj/openimages-wds/venv/src/webdataset/webdataset/dataset.py\", line 343, in raw_samples\n", | |
| " if self.tarhandler(exn):\n", | |
| " File \"/home/tmb/proj/openimages-wds/venv/src/webdataset/webdataset/dataset.py\", line 46, in reraise_exception\n", | |
| " raise exn\n", | |
| " File \"/home/tmb/proj/openimages-wds/venv/src/webdataset/webdataset/dataset.py\", line 341, in raw_samples\n", | |
| " maybe_collect()\n", | |
| " File \"/home/tmb/proj/openimages-wds/venv/src/webdataset/webdataset/gopen.py\", line 106, in __exit__\n", | |
| " self.close()\n", | |
| " File \"/home/tmb/proj/openimages-wds/venv/src/webdataset/webdataset/gopen.py\", line 98, in close\n", | |
| " self.handle_status()\n", | |
| " File \"/home/tmb/proj/openimages-wds/venv/src/webdataset/webdataset/gopen.py\", line 74, in handle_status\n", | |
| " raise Exception(f\"{self.args}: exit {self.status} (read)\")\n", | |
| "Exception: (('gsutil cat gs://nvdata-openimages/openimages-train-000000.tar',), {'shell': True, 'bufsize': 8192}): exit -2 (read)\n" | |
| ] | |
| }, | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| " 6871 3.651e-03\r" | |
| ] | |
| }, | |
| { | |
| "ename": "KeyboardInterrupt", | |
| "evalue": "", | |
| "output_type": "error", | |
| "traceback": [ | |
| "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", | |
| "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", | |
| "\u001b[0;32m<ipython-input-22-1d1c673588d4>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mlosses\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 5\u001b[0;31m \u001b[0;32mfor\u001b[0m \u001b[0minputs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtargets\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mtrain_loader\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 6\u001b[0m \u001b[0minputs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtargets\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0minputs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcuda\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtargets\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcuda\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7\u001b[0m \u001b[0moutputs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", | |
| "\u001b[0;32m~/proj/openimages-wds/venv/lib/python3.8/site-packages/torch/utils/data/dataloader.py\u001b[0m in \u001b[0;36m__next__\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 361\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 362\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__next__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 363\u001b[0;31m \u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_next_data\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 364\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_num_yielded\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 365\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_dataset_kind\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0m_DatasetKind\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mIterable\u001b[0m \u001b[0;32mand\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m\\\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", | |
| "\u001b[0;32m~/proj/openimages-wds/venv/lib/python3.8/site-packages/torch/utils/data/dataloader.py\u001b[0m in \u001b[0;36m_next_data\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 401\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_next_data\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 402\u001b[0m \u001b[0mindex\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_next_index\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;31m# may raise StopIteration\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 403\u001b[0;31m \u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_dataset_fetcher\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfetch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;31m# may raise StopIteration\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 404\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_pin_memory\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 405\u001b[0m \u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_utils\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpin_memory\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpin_memory\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", | |
| "\u001b[0;32m~/proj/openimages-wds/venv/lib/python3.8/site-packages/torch/utils/data/_utils/fetch.py\u001b[0m in \u001b[0;36mfetch\u001b[0;34m(self, possibly_batched_index)\u001b[0m\n\u001b[1;32m 32\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mStopIteration\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 33\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 34\u001b[0;31m \u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_iter\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 35\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcollate_fn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 36\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", | |
| "\u001b[0;32m~/proj/openimages-wds/venv/src/webdataset/webdataset/filters.py\u001b[0m in \u001b[0;36mbatched_\u001b[0;34m(data, batchsize, collation_fn, partial)\u001b[0m\n\u001b[1;32m 422\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 423\u001b[0m \u001b[0mbatch\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 424\u001b[0;31m \u001b[0;32mfor\u001b[0m \u001b[0msample\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 425\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbatch\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m>=\u001b[0m \u001b[0mbatchsize\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 426\u001b[0m \u001b[0;32myield\u001b[0m \u001b[0mcollation_fn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbatch\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", | |
| "\u001b[0;32m~/proj/openimages-wds/venv/src/webdataset/webdataset/filters.py\u001b[0m in \u001b[0;36mmap_tuple_\u001b[0;34m(data, handler, *args)\u001b[0m\n\u001b[1;32m 354\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mf\u001b[0m \u001b[0;32min\u001b[0m \u001b[0margs\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 355\u001b[0m \u001b[0;32massert\u001b[0m \u001b[0mcallable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 356\u001b[0;31m \u001b[0;32mfor\u001b[0m \u001b[0msample\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 357\u001b[0m \u001b[0;32massert\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msample\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mlist\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtuple\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 358\u001b[0m assert len(args) == len(\n", | |
| "\u001b[0;32m~/proj/openimages-wds/venv/src/webdataset/webdataset/filters.py\u001b[0m in \u001b[0;36mto_tuple_\u001b[0;34m(data, handler, *args)\u001b[0m\n\u001b[1;32m 338\u001b[0m \u001b[0margs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0margs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msplit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 339\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 340\u001b[0;31m \u001b[0;32mfor\u001b[0m \u001b[0msample\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 341\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 342\u001b[0m \u001b[0;32myield\u001b[0m \u001b[0mtuple\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mgetfirst\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msample\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmissing_is_error\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mf\u001b[0m \u001b[0;32min\u001b[0m \u001b[0margs\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", | |
| "\u001b[0;32m~/proj/openimages-wds/venv/src/webdataset/webdataset/filters.py\u001b[0m in \u001b[0;36mdecode_\u001b[0;34m(data, decoder, handler)\u001b[0m\n\u001b[1;32m 257\u001b[0m \u001b[0;32massert\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msample\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdict\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msample\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 258\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 259\u001b[0;31m \u001b[0mdecoded\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msample\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 260\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mException\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mexn\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;31m# skipcq: PYL-W0703\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 261\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mhandler\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mexn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", | |
| "\u001b[0;32m~/proj/openimages-wds/venv/src/webdataset/webdataset/autodecode.py\u001b[0m in \u001b[0;36mdecoder\u001b[0;34m(sample)\u001b[0m\n\u001b[1;32m 278\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 279\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mdecoder\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msample\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 280\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mdecode_sample_based_on_extensions\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msample\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mhandlers\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 281\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 282\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", | |
| "\u001b[0;32m~/proj/openimages-wds/venv/src/webdataset/webdataset/autodecode.py\u001b[0m in \u001b[0;36mdecode_sample_based_on_extensions\u001b[0;34m(sample, handlers)\u001b[0m\n\u001b[1;32m 254\u001b[0m \u001b[0;32mcontinue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 255\u001b[0m \u001b[0mchecknotnone\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mv\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 256\u001b[0;31m \u001b[0mresult\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mk\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdecode_item_based_on_extension\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mv\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mk\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mhandlers\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mhandlers\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 257\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mresult\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 258\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", | |
| "\u001b[0;32m~/proj/openimages-wds/venv/src/webdataset/webdataset/autodecode.py\u001b[0m in \u001b[0;36mdecode_item_based_on_extension\u001b[0;34m(data, tname, handlers)\u001b[0m\n\u001b[1;32m 235\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 236\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 237\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mdecoder\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 238\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 239\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", | |
| "\u001b[0;32m~/proj/openimages-wds/venv/src/webdataset/webdataset/autodecode.py\u001b[0m in \u001b[0;36m<lambda>\u001b[0;34m(data)\u001b[0m\n\u001b[1;32m 169\u001b[0m \u001b[0mhandlers\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mextension\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mlambda\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdecode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"utf-8\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 170\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mextension\u001b[0m \u001b[0;32min\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m\"png\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"jpg\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"jpeg\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"img\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"image\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"pbm\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"pgm\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"ppm\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 171\u001b[0;31m \u001b[0mhandlers\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mextension\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mlambda\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mimagehandler\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mimagetype\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 172\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mextension\u001b[0m \u001b[0;32min\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m\"pyd\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"pickle\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 173\u001b[0m \u001b[0mhandlers\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mextension\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpickle\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mloads\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", | |
| "\u001b[0;32m~/proj/openimages-wds/venv/src/webdataset/webdataset/autodecode.py\u001b[0m in \u001b[0;36mimagehandler\u001b[0;34m(data, imagespec)\u001b[0m\n\u001b[1;32m 128\u001b[0m \u001b[0;32mwith\u001b[0m \u001b[0msix\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBytesIO\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mstream\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 129\u001b[0m \u001b[0mimg\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mPIL\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mImage\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstream\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 130\u001b[0;31m \u001b[0mimg\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 131\u001b[0m \u001b[0mimg\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mimg\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconvert\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmode\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 132\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0matype\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m\"pil\"\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", | |
| "\u001b[0;32m~/proj/openimages-wds/venv/lib/python3.8/site-packages/PIL/ImageFile.py\u001b[0m in \u001b[0;36mload\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 259\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 260\u001b[0m \u001b[0mb\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mb\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0ms\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 261\u001b[0;31m \u001b[0mn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0merr_code\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdecoder\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdecode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mb\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 262\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mn\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 263\u001b[0m \u001b[0;32mbreak\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", | |
| "\u001b[0;31mKeyboardInterrupt\u001b[0m: " | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "model.train()\n", | |
| "\n", | |
| "losses = []\n", | |
| "\n", | |
| "for inputs, targets in train_loader:\n", | |
| " inputs, targets = inputs.cuda(), targets.cuda()\n", | |
| " outputs = model(inputs)\n", | |
| " loss = criterion(outputs, targets)\n", | |
| " optimizer.zero_grad()\n", | |
| " loss.backward()\n", | |
| " optimizer.step()\n", | |
| " losses.append(float(loss))\n", | |
| " print(f\"{len(losses):10d} {loss:10.3e}\\r\", flush=True, end=\"\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 24, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "[<matplotlib.lines.Line2D at 0x7f23ffb38f70>]" | |
| ] | |
| }, | |
| "execution_count": 24, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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\n", | |
| "text/plain": [ | |
| "<Figure size 576x576 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "plot(losses[1000:])" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [] | |
| } | |
| ], | |
| "metadata": { | |
| "kernelspec": { | |
| "display_name": "Python 3", | |
| "language": "python", | |
| "name": "python3" | |
| }, | |
| "language_info": { | |
| "codemirror_mode": { | |
| "name": "ipython", | |
| "version": 3 | |
| }, | |
| "file_extension": ".py", | |
| "mimetype": "text/x-python", | |
| "name": "python", | |
| "nbconvert_exporter": "python", | |
| "pygments_lexer": "ipython3", | |
| "version": "3.8.2" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 4 | |
| } |
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