mrdrozdov

Add todos.

\newcommand\todo[1]{\textcolor{blue}{TODO: #1}}

mrdrozdov

import torch
import numpy as np

class Model(torch.nn.Module):
    def forward(self, x):
        return torch.from_numpy(x).float().cuda()

ngpus = 2
x = np.ones((10, 10))

mrdrozdov

Request a gpu for interactive use.

srun --gres=gpu:1 --partition=gpu --pty /bin/bash

Request a node exclusively.

srun --partition=gpu --node=1 --exclusive --pty /bin/bash

mrdrozdov

~/Downloads/CoreDataUtil.app/Contents/MacOS/CoreDataPro --model ./Contents/Frameworks/AgendaFoundation.framework/Versions/A/Resources/UIDatabaseModel.momd/UIDatabaseModel.mom \
--store /Users/adrozdov/Library/Containers/com.momenta.agenda.macos/Data/Documents/Agenda/DerivedInfo/UI\ Database/UIDatabase.db \
--storeType SQLite

mrdrozdov

"""
keys:
[3, 4]

r (10, 5):
[[22.  7. 20. 21.  6.]
 [ 8. 14.  6.  5.  5.]
 [ 1.  0.  1.  5.  4.]
 [17. 15.  0.  7.  6.]
 [ 0.  7.  7.  7.  4.]

mrdrozdov

import unittest
import tempfile
import os

import torch


def models_eq(a, b):
    """
    Not the most elegant method. Compares two models' parameters.

mrdrozdov

Restaurants, Dessert, and Coffee

• $ Kopi Kopi Flatiron - New location for the reliable Washingonton Square establishment.
• $ Sophie's Cuban Cuisine - It's hard to beat a place that serves their food fast and cooks it well. Also has a location by Union Square.
• $ Spicy Village - Recommended by Evan Casey. More food than you can possibly eat and similar cuisine as Mission Street Food. Expect wait because it's a hole in the wall that doesn't take reservations.
• $ Spreadhouse Cafe - A spacious coffee shop in the Lower East Side where it's pleasant to stay for a while whether working or catching up with friends.
• $ Wolfnights - A bit like Shake Shack for wraps and with a nice variety.

mrdrozdov

{
  "jobName": "deeprecs-train-job",
  "artifact": "artifact-deeprecs-train",
  "artifactTag": "latest",
  "mlApplication": "com.ebay.oss.krylov.workflow.app.GenericMLApplication",
  "executionParameters": {
    "hadoop": {
      "hadoopCluster": "ares",
      "batchUser": "b_merch"
    },

mrdrozdov

$ tree -fi ~/data/tiny-imagenet-5 | grep -v test | pbcopy
/Users/adrozdov/data/tiny-imagenet-5
/Users/adrozdov/data/tiny-imagenet-5/train
/Users/adrozdov/data/tiny-imagenet-5/train/n09193705
/Users/adrozdov/data/tiny-imagenet-5/train/n09193705/images
/Users/adrozdov/data/tiny-imagenet-5/train/n09193705/images/n09193705_0.JPEG
/Users/adrozdov/data/tiny-imagenet-5/train/n09193705/images/n09193705_1.JPEG
/Users/adrozdov/data/tiny-imagenet-5/train/n09193705/images/n09193705_10.JPEG
/Users/adrozdov/data/tiny-imagenet-5/train/n09193705/images/n09193705_100.JPEG
/Users/adrozdov/data/tiny-imagenet-5/train/n09193705/images/n09193705_101.JPEG

mrdrozdov

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