Modular•14mo ago

Outputting Items in a tensor

I there ant way to print all the items in a tensor at once rather than iterating through the tensor index by index.

3 Replies

From what I have found, there is no default str() method or something similar for Tensors (or honestly most of the data types). If you want, there are some functions online which print tensors in an organized way. I will also send the method that I use to print the data in my custom tensor type which would need to be slightly rewords to be used on a regular tensor.

fn __str__(self) -> String:
        var s: String = ""

        for i in range(self.num_elements):
            if mod[DType.uint8, 1](i, self.shape[self.rank-1]) == 0:
                var num = self.num_elements
                var j = 0
                while mod[DType.uint8, 1](i, num) != 0:
                    num /= self.shape[j]
                    j += 1
                    
                for k in range(self.rank):
                    s += ']' if k < self.rank-j else ' '
                for _ in range(self.rank-j):
                    s += '\n'
                for k in range(self.rank):
                    s += '[' if k >= j else ' '

            let val = self.data.load(i)
            if val >= 0:
                s += ' '
            s += ' ' + String(val) + ' '

        for _ in range(self.rank):
            s += ']'
        return s[self.rank*2:]

fn __str__(self) -> String:
        var s: String = ""

        for i in range(self.num_elements):
            if mod[DType.uint8, 1](i, self.shape[self.rank-1]) == 0:
                var num = self.num_elements
                var j = 0
                while mod[DType.uint8, 1](i, num) != 0:
                    num /= self.shape[j]
                    j += 1
                    
                for k in range(self.rank):
                    s += ']' if k < self.rank-j else ' '
                for _ in range(self.rank-j):
                    s += '\n'
                for k in range(self.rank):
                    s += '[' if k >= j else ' '

            let val = self.data.load(i)
            if val >= 0:
                s += ' '
            s += ' ' + String(val) + ' '

        for _ in range(self.rank):
            s += ']'
        return s[self.rank*2:]

alvinjrushOP•14mo ago

Alright thanks

alvinjrushOP•14mo ago

@Kyle Hassold looks there was a fix 😃

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Outputting Items in a tensor