achalddave

#!/bin/bash
###
# Patch CLIP models to work with PyTorch versions before 1.7.
# This script was tested with PyTorch 1.6 and CUDA 9.2 on the RN-50 and ViT-B-32 models.
###

if [[ "$#" != 1 ]] ; then
    echo "Usage: $0 <clip-model-pt>"
    echo "Example: $0 $HOME/.cache/clip/RN50.pt"
    exit 1

achalddave

{"id": "lvis", "name": "LVIS", "children": [{"id": 1, "name": "entity.n.01", "children": [{"id": 194, "name": "physical_entity.n.01", "children": [{"id": 459, "name": "object.n.01", "children": [{"id": 2018, "name": "part.n.02", "children": [{"id": 1584, "name": "piece_of_cloth.n.01", "children": [{"id": 1590, "name": "sail.n.01", "children": []}, {"id": 1585, "name": "towel.n.01", "children": [{"id": 508, "name": "bath_towel.n.01", "children": []}, {"id": 1588, "name": "paper_towel.n.01", "children": []}, {"id": 1587, "name": "hand_towel.n.01", "children": []}, {"id": 1586, "name": "dishtowel.n.01", "children": []}]}, {"id": 1592, "name": "bandanna.n.01", "children": []}, {"id": 1589, "name": "dishrag.n.01", "children": []}]}, {"id": 2028, "name": "doorknob.n.01", "children": []}, {"id": 2024, "name": "wall_socket.n.01", "children": []}]}, {"id": 460, "name": "whole.n.02", "children": [{"id": 1986, "name": "natural_object.n.01", "children": [{"id": 2017, "name": "nest.n.01", "children": []}, {"id": 1991, "na

achalddave

"""Use argparse to load arguments from file before command line.

MIT License

Copyright (c) 2018 Achal Dave

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell

achalddave

achalddave

--[[ Displays memory 'leak' with nn.MapTable after clearState() ]]--

local nn = require 'nn'
local cunn = require 'cunn'

model = nn.MapTable():add(nn.SpatialConvolution(3, 256, 3, 3, 1, 1, 1, 1, 1))
                     :cuda()
i = {torch.rand(30, 3, 224, 224):cuda(), torch.rand(30, 3, 224, 224):cuda()}

function check_mem() os.execute('nvidia-smi | grep luajit') end

achalddave

The default yaml library in lua does not handle YAML booleans correctly.

/tmp ~ th

  ______             __   |  Torch7
 /_  __/__  ________/ /   |  Scientific computing for Lua.
  / / / _ \/ __/ __/ _ \  |  Type ? for help
 /_/  \___/_/  \__/_//_/  |  https://github.com/torch
 | http://torch.ch

achalddave

th> lyaml = require 'lyaml'
                                                                      [0.0016s]
th> out = lyaml.load('key: null')
                                                                      [0.0002s]
th> out.key
null
                                                                      [0.0000s]
th> type(out.key)
string

achalddave

configure:13020: checking for yaml.h
configure:13020: result: yes
configure:13032: checking for library containing yaml_document_initialize
configure:13063: gcc -o conftest -g -O2 -I/home/achald/.local/yaml-0.1.7/include -L/home/achald/.local/yaml-0.1.7/lib conftest.c  >&5
/tmp/ccmoDgR2.o: In function `main':
/home/achald/scratch/lyaml/lyaml-release-v6.0/conftest.c:36: undefined reference to `yaml_document_initialize'
collect2: error: ld returned 1 exit status
configure:13063: $? = 1
configure: failed program was:
| /* confdefs.h */

achalddave

--- test_01.lst	2016-09-09 09:31:06.640048422 -0400
+++ test_01_filtered.lst	2016-09-09 16:04:00.939637895 -0400
@@ -526,7 +526,6 @@
 /data/achald/UCF101/frames_all/v_ApplyLipstick_g02_c01/ 65 1
 /data/achald/UCF101/frames_all/v_ApplyLipstick_g02_c01/ 81 1
 /data/achald/UCF101/frames_all/v_ApplyLipstick_g02_c01/ 97 1
-/data/achald/UCF101/frames_all/v_ApplyLipstick_g02_c01/ 113 1
 /data/achald/UCF101/frames_all/v_ApplyLipstick_g02_c02/ 1 1
 /data/achald/UCF101/frames_all/v_ApplyLipstick_g02_c02/ 17 1
 /data/achald/UCF101/frames_all/v_ApplyLipstick_g02_c02/ 33 1

achalddave

-- Exhibits differences between torch's image.scale and opencv's resize
-- function.

local cv = require 'cv' -- https://github.com/VisionLabs/torch-opencv
require 'cv.imgcodecs'
require 'cv.imgproc'
require 'image'

local path = './foobar.png'
-- RGB, shape channels * height * width