Files
tinygrad/test/test_randomness.py
Skosh e8c350fdac fix: make Tensor.rand produce correct values for float16 (#3654)
* fix: make Tensor.rand produce correct values for float16

Due to precision loss when casting to float16, the data distribution created by custom_random isnt correctly in the interval ]0, 1[, but instead in the interval ]0, 1], which causes the Tensor.randn to incorrectly generate values of infinity.

The solution uses a scaling value to make sure the values stay under 1, when using half precision.

Closes #3611

* update implementation to truncate to closest f16 value to 1

* chore: fix whitespace

* test larger distribution

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Co-authored-by: chenyu <chenyu@fastmail.com>
2024-03-10 18:48:00 -04:00

7.6 KiB