>>> b
tensor([[ 6, 7, 12, 7, 8],
[ 0, 1, 6, 1, 2],
[ 0, 1, 6, 1, 2],
[ 2, 3, 8, 3, 4],
[ 2, 3, 8, 3, 4],
[ 2, 3, 8, 3, 4],
[10, 11, 16, 11, 12],
[-1, 0, 5, 0, 1],
[-2, -1, 4, -1, 0],
[ 2, 3, 8, 3, 4],
[ 1, 2, 7, 2, 3],
[ 1, 2, 7, 2, 3],
[ 2, 3, 8, 3, 4],
[ 5, 6, 11, 6, 7],
[-2, -1, 4, -1, 0],
[-3, -2, 3, -2, -1],
[-5, -4, 1, -4, -3],
[ 1, 2, 7, 2, 3],
[12, 13, 18, 13, 14],
[-3, -2, 3, -2, -1],
[ 2, 3, 8, 3, 4],
[ 3, 4, 9, 4, 5],
[10, 11, 16, 11, 12],
[-6, -5, 0, -5, -4],
[ 9, 10, 15, 10, 11],
[12, 13, 18, 13, 14],
[-3, -2, 3, -2, -1],
[-2, -1, 4, -1, 0],
[-4, -3, 2, -3, -2],
[-1, 0, 5, 0, 1],
[ 2, 3, 8, 3, 4],
[ 4, 5, 10, 5, 6],
[-1, 0, 5, 0, 1],
[ 5, 6, 11, 6, 7],
[ 7, 8, 13, 8, 9],
[ 3, 4, 9, 4, 5],
[ 2, 3, 8, 3, 4],
[ 4, 5, 10, 5, 6],
[-4, -3, 2, -3, -2],
[ 2, 3, 8, 3, 4],
[-1, 0, 5, 0, 1],
[ 2, 3, 8, 3, 4],
[ 4, 5, 10, 5, 6],
[ 9, 10, 15, 10, 11],
[-1, 0, 5, 0, 1],
[-4, -3, 2, -3, -2],
[ 0, 1, 6, 1, 2],
[ 4, 5, 10, 5, 6],
[ 6, 7, 12, 7, 8],
[-2, -1, 4, -1, 0]])
>>> torch.mode(b, 0)
torch.return_types.mode(
values=tensor([2, 3, 8, 3, 4]),
indices=tensor([20, 20, 20, 20, 20]))
i don't know why indeces is all equal to 20
the details of torch.mode description as below
https://pytorch.org/docs/stable/generated/torch.mode.html#torch.mode
torch.mode(input, dim=- 1, keepdim=False, *, out=None)
Returns a namedtuple (values, indices) where values is the mode value of each row of the input tensor in the given dimension dim, i.e. a value which appears most often in that row, and indices is the index location of each mode value found.
By default, dim is the last dimension of the input tensor.
If keepdim is True, the output tensors are of the same size as input except in the dimension dim where they are of size 1. Otherwise, dim is squeezed (see torch.squeeze()), resulting in the output tensors having 1 fewer dimension than input.
It is because of the way the tensor b is. The row [2, 3, 8, 3, 4] is repeated a lot, so in each column the modes are respectively [2, 3, 8, 3, 4] and more importantly, the mode indices will be equal precisely because the modes occur together; if you look at the row with index 20 (i.e., the 21st row), it is exactly [2, 3, 8, 3, 4].
I am assuming that you constructed b similar to the example in torch.mode which I believe is a poor choice for an example as it leads to confusion like the one you are having.
Instead, consider the following:
>>> b = torch.randint(4, (5, 7))
>>> b
tensor([[0, 0, 0, 2, 0, 0, 2],
[0, 3, 0, 0, 2, 0, 1],
[2, 2, 2, 0, 0, 0, 3],
[2, 2, 3, 0, 1, 1, 0],
[1, 1, 0, 0, 2, 0, 2]])
>>> torch.mode(b, 0)
torch.return_types.mode(
values=tensor([0, 2, 0, 0, 0, 0, 2]),
indices=tensor([1, 3, 4, 4, 2, 4, 4]))
In the above, b has different modes in each column which are respectively [0, 2, 0, 0, 0, 0, 2] and the indices returned by torch.mode are [1, 3, 4, 4, 2, 4, 4]. This makes sense because, for example, in the first column, 0 is the most common element and there is a 0 at index 1. Similarly, in the second column, 2 is the most common element and there is a 2 at index 3. This is true for all columns. If you want the modes of the rows instead, you would do torch.mode(b, 1).
I've got a script that I'm toying around with to format all generated permutations for a specific scenario so that I can then create an array of strings for the next part. For whatever reason, when I output to my 'output' file, the file stops at ' ["1-12-17-"], ' when it should end on ' ["25-24-23-"], ' The console output ends on the right string but the text file stops short.
Here's the code:
var fs = require('fs');
// 13800
var input = [ [1, 2, 3], [1, 2, 4], [1, 2, 5], [1, 2, 6], [1, 2, 7], [1, 2, 8], [1, 2, 9], [1, 2, 10], [1, 2, 11], [1, 2, 12], [1, 2, 13], [1, 2, 14], [1, 2, 15], [1, 2, 16], [1, 2, 17], [1, 2, 18], [1, 2, 19], [1, 2, 20], [1, 2, 21], [1, 2, 22], [1, 2, 23], [1, 2, 24], [1, 2, 25], [1, 3, 2], [1, 3, 4], [1, 3, 5], [1, 3, 6], [1, 3, 7], [1, 3, 8], [1, 3, 9], [1, 3, 10], [1, 3, 11], [1, 3, 12], [1, 3, 13], [1, 3, 14], [1, 3, 15], [1, 3, 16], [1, 3, 17], [1, 3, 18], [1, 3, 19], [1, 3, 20], [1, 3, 21], [1, 3, 22], [1, 3, 23], [1, 3, 24], [1, 3, 25], [1, 4, 2], [1, 4, 3], [1, 4, 5], [1, 4, 6], [1, 4, 7], [1, 4, 8], [1, 4, 9], [1, 4, 10], [1, 4, 11], [1, 4, 12], [1, 4, 13], [1, 4, 14], [1, 4, 15], [1, 4, 16], [1, 4, 17], [1, 4, 18], [1, 4, 19], [1, 4, 20], [1, 4, 21], [1, 4, 22], [1, 4, 23], [1, 4, 24], [1, 4, 25], [1, 5, 2], [1, 5, 3], [1, 5, 4], [1, 5, 6], [1, 5, 7], [1, 5, 8], [1, 5, 9], [1, 5, 10], [1, 5, 11], [1, 5, 12], [1, 5, 13], [1, 5, 14], [1, 5, 15], [1, 5, 16], [1, 5, 17], [1, 5, 18], [1, 5, 19], [1, 5, 20], [1, 5, 21], [1, 5, 22], [1, 5, 23], [1, 5, 24], [1, 5, 25], [1, 6, 2], [1, 6, 3], [1, 6, 4], [1, 6, 5], [1, 6, 7], [1, 6, 8], [1, 6, 9], [1, 6, 10], [1, 6, 11], [1, 6, 12], [1, 6, 13], [1, 6, 14], [1, 6, 15], [1, 6, 16], [1, 6, 17], [1, 6, 18], [1, 6, 19], [1, 6, 20], [1, 6, 21], [1, 6, 22], [1, 6, 23], [1, 6, 24], [1, 6, 25], [1, 7, 2], [1, 7, 3], [1, 7, 4], [1, 7, 5], [1, 7, 6], [1, 7, 8], [1, 7, 9], [1, 7, 10], [1, 7, 11], [1, 7, 12], [1, 7, 13], [1, 7, 14], [1, 7, 15], [1, 7, 16], [1, 7, 17], [1, 7, 18], [1, 7, 19], [1, 7, 20], [1, 7, 21], [1, 7, 22], [1, 7, 23], [1, 7, 24], [1, 7, 25], [1, 8, 2], [1, 8, 3], [1, 8, 4], [1, 8, 5], [1, 8, 6], [1, 8, 7], [1, 8, 9], [1, 8, 10], [1, 8, 11], [1, 8, 12], [1, 8, 13], [1, 8, 14], [1, 8, 15], [1, 8, 16], [1, 8, 17], [1, 8, 18], [1, 8, 19], [1, 8, 20], [1, 8, 21], [1, 8, 22], [1, 8, 23], [1, 8, 24], [1, 8, 25], [1, 9, 2], [1, 9, 3], [1, 9, 4], [1, 9, 5], [1, 9, 6], [1, 9, 7], [1, 9, 8], [1, 9, 10], [1, 9, 11], [1, 9, 12], [1, 9, 13], [1, 9, 14], [1, 9, 15], [1, 9, 16], [1, 9, 17], [1, 9, 18], [1, 9, 19], [1, 9, 20], [1, 9, 21], [1, 9, 22], [1, 9, 23], [1, 9, 24], [1, 9, 25], [1, 10, 2], [1, 10, 3], [1, 10, 4], [1, 10, 5], [1, 10, 6], [1, 10, 7], [1, 10, 8], [1, 10, 9], [1, 10, 11], [1, 10, 12], [1, 10, 13], [1, 10, 14], [1, 10, 15], [1, 10, 16], [1, 10, 17], [1, 10, 18], [1, 10, 19], [1, 10, 20], [1, 10, 21], [1, 10, 22], [1, 10, 23], [1, 10, 24], [1, 10, 25], [1, 11, 2], [1, 11, 3], [1, 11, 4], [1, 11, 5], [1, 11, 6], [1, 11, 7], [1, 11, 8], [1, 11, 9], [1, 11, 10], [1, 11, 12], [1, 11, 13], [1, 11, 14], [1, 11, 15], [1, 11, 16], [1, 11, 17], [1, 11, 18], [1, 11, 19], [1, 11, 20], [1, 11, 21], [1, 11, 22], [1, 11, 23], [1, 11, 24], [1, 11, 25], [1, 12, 2], [1, 12, 3], [1, 12, 4], [1, 12, 5], [1, 12, 6], [1, 12, 7], [1, 12, 8], [1, 12, 9], [1, 12, 10], [1, 12, 11], [1, 12, 13], [1, 12, 14], [1, 12, 15], [1, 12, 16], [1, 12, 17], [1, 12, 18], [1, 12, 19], [1, 12, 20], [1, 12, 21], [1, 12, 22], [1, 12, 23], [1, 12, 24], [1, 12, 25], [1, 13, 2], [1, 13, 3], [1, 13, 4], [1, 13, 5], [1, 13, 6], [1, 13, 7], [1, 13, 8], [1, 13, 9], [1, 13, 10], [1, 13, 11], [1, 13, 12], [1, 13, 14], [1, 13, 15], [1, 13, 16], [1, 13, 17], [1, 13, 18], [1, 13, 19], [1, 13, 20], [1, 13, 21], [1, 13, 22], [1, 13, 23], [1, 13, 24], [1, 13, 25], [1, 14, 2], [1, 14, 3], [1, 14, 4], [1, 14, 5], [1, 14, 6], [1, 14, 7], [1, 14, 8], [1, 14, 9], [1, 14, 10], [1, 14, 11], [1, 14, 12], [1, 14, 13], [1, 14, 15], [1, 14, 16], [1, 14, 17], [1, 14, 18], [1, 14, 19], [1, 14, 20], [1, 14, 21], [1, 14, 22], [1, 14, 23], [1, 14, 24], [1, 14, 25], [1, 15, 2], [1, 15, 3], [1, 15, 4], [1, 15, 5], [1, 15, 6], [1, 15, 7], [1, 15, 8], [1, 15, 9], [1, 15, 10], [1, 15, 11], [1, 15, 12], [1, 15, 13], [1, 15, 14], [1, 15, 16], [1, 15, 17], [1, 15, 18], [1, 15, 19], [1, 15, 20], [1, 15, 21], [1, 15, 22], [1, 15, 23], [1, 15, 24], [1, 15, 25], [1, 16, 2], [1, 16, 3], [1, 16, 4], [1, 16, 5], [1, 16, 6], [1, 16, 7], [1, 16, 8], [1, 16, 9], [1, 16, 10], [1, 16, 11], [1, 16, 12], [1, 16, 13], [1, 16, 14], [1, 16, 15], [1, 16, 17], [1, 16, 18], [1, 16, 19], [1, 16, 20], [1, 16, 21], [1, 16, 22], [1, 16, 23], [1, 16, 24], [1, 16, 25], [1, 17, 2], [1, 17, 3], [1, 17, 4], [1, 17, 5], [1, 17, 6], [1, 17, 7], [1, 17, 8], [1, 17, 9], [1, 17, 10], [1, 17, 11], [1, 17, 12], [1, 17, 13], [1, 17, 14], [1, 17, 15], [1, 17, 16], [1, 17, 18], [1, 17, 19], [1, 17, 20], [1, 17, 21], [1, 17, 22], [1, 17, 23], [1, 17, 24], [1, 17, 25], [1, 18, 2], [1, 18, 3], [1, 18, 4], [1, 18, 5], [1, 18, 6], [1, 18, 7], [1, 18, 8], [1, 18, 9], [1, 18, 10], [1, 18, 11], [1, 18, 12], [1, 18, 13], [1, 18, 14], [1, 18, 15], [1, 18, 16], [1, 18, 17], [1, 18, 19], [1, 18, 20], [1, 18, 21], [1, 18, 22], [1, 18, 23], [1, 18, 24], [1, 18, 25], [1, 19, 2], [1, 19, 3], [1, 19, 4], [1, 19, 5], [1, 19, 6], [1, 19, 7], [1, 19, 8], [1, 19, 9], [1, 19, 10], [1, 19, 11], [1, 19, 12], [1, 19, 13], [1, 19, 14], [1, 19, 15], [1, 19, 16], [1, 19, 17], [1, 19, 18], [1, 19, 20], [1, 19, 21], [1, 19, 22], [1, 19, 23], [1, 19, 24], [1, 19, 25], [1, 20, 2], [1, 20, 3], [1, 20, 4], [1, 20, 5], [1, 20, 6], [1, 20, 7], [1, 20, 8], [1, 20, 9], [1, 20, 10], [1, 20, 11], [1, 20, 12], [1, 20, 13], [1, 20, 14], [1, 20, 15], [1, 20, 16], [1, 20, 17], [1, 20, 18], [1, 20, 19], [1, 20, 21], [1, 20, 22], [1, 20, 23], [1, 20, 24], [1, 20, 25], [1, 21, 2], [1, 21, 3], [1, 21, 4], [1, 21, 5], [1, 21, 6], [1, 21, 7], [1, 21, 8], [1, 21, 9], [1, 21, 10], [1, 21, 11], [1, 21, 12], [1, 21, 13], [1, 21, 14], [1, 21, 15], [1, 21, 16], [1, 21, 17], [1, 21, 18], [1, 21, 19], [1, 21, 20], [1, 21, 22], [1, 21, 23], [1, 21, 24], [1, 21, 25], [1, 22, 2], [1, 22, 3], [1, 22, 4], [1, 22, 5], [1, 22, 6], [1, 22, 7], [1, 22, 8], [1, 22, 9], [1, 22, 10], [1, 22, 11], [1, 22, 12], [1, 22, 13], [1, 22, 14], [1, 22, 15], [1, 22, 16], [1, 22, 17], [1, 22, 18], [1, 22, 19], [1, 22, 20], [1, 22, 21], [1, 22, 23], [1, 22, 24], [1, 22, 25], [1, 23, 2], [1, 23, 3], [1, 23, 4], [1, 23, 5], [1, 23, 6], [1, 23, 7], [1, 23, 8], [1, 23, 9], [1, 23, 10], [1, 23, 11], [1, 23, 12], [1, 23, 13], [1, 23, 14], [1, 23, 15], [1, 23, 16], [1, 23, 17], [1, 23, 18], [1, 23, 19], [1, 23, 20], [1, 23, 21], [1, 23, 22], [1, 23, 24], [1, 23, 25], [1, 24, 2], [1, 24, 3], [1, 24, 4], [1, 24, 5], [1, 24, 6], [1, 24, 7], [1, 24, 8], [1, 24, 9], [1, 24, 10], [1, 24, 11], [1, 24, 12], [1, 24, 13], [1, 24, 14], [1, 24, 15], [1, 24, 16], [1, 24, 17], [1, 24, 18], [1, 24, 19], [1, 24, 20], [1, 24, 21], [1, 24, 22], [1, 24, 23], [1, 24, 25], [1, 25, 2], [1, 25, 3], [1, 25, 4], [1, 25, 5], [1, 25, 6], [1, 25, 7], [1, 25, 8], [1, 25, 9], [1, 25, 10], [1, 25, 11], [1, 25, 12], [1, 25, 13], [1, 25, 14], [1, 25, 15], [1, 25, 16], [1, 25, 17], [1, 25, 18], [1, 25, 19], [1, 25, 20], [1, 25, 21], [1, 25, 22], [1, 25, 23], [1, 25, 24] ];
// I had to dramatically shorten the data
var temp = [];
//console.log(input.length);
for (var x = 0; x < input.length; x++) {
temp[x] = "[\"" + input[x][0] + "-" + input[x][1] + "-" + input[x][2] + "-\"], ";
if (true) {
fs.appendFile("output", temp[x], function (err) {});
console.log("HERE - " + temp[x]);
}
}
Any ideas? Could the output indicate a limitation of node.js? Or perhaps it's a file line limitation?
Any help would be greatly appreciated.
fs.appendFile is asynchronous, so writes to file might not occur in order you would expect. You can easily fix the problem by using fs.appendFileSync instead of fs.appendFile. Or you could change your code to use asynchronous method in the right way:
var fs = require('fs');
var input = [];
for (var i = 1; i < 25; i++)
for (var j = 1; j < 25; j++)
for (var k = 1; k < 25; k++)
input.push([i, j, k]);
var temp = [];
/* Synchronous method */
for (var x = 0; x < input.length; x++) {
temp[x] = makeStr(input[x]);
fs.appendFileSync("output.txt", temp[x]);
console.log("HERE - " + temp[x]);
}
/* Asynchronous method */
var i = 0,
callback = function (err) {
i++;
if (!err && i < input.length) {
temp.push(makeStr(input[i]));
fs.appendFile("output.txt", temp[i], callback);
}
};
temp.push(makeStr(input[i]));
fs.appendFile("output.txt", temp[i], callback);
function makeStr(item) {
return '["' + item[0] + '-' + item[1] + '-' + item[2] + '"]';
}