How to avoid nan output from atan2 during backward pass Torch Atan2

PyTorch atan2() method · torch.atan2() function: · Example 1: In this example, we compute element-wise 2-argument arctangent values for two input circular statistics - Encoding Angle Data for Neural Network - Cross 'AngleBackward' returned nan values - PyTorch Forums

Update: turns out the issue is with default torch.tensor(-np.pi) returning a float32 tensor for a float64 input. The work around is explicitly FLASHLIGHT After Effects Tutorial - No Plugins Required math - Python atan or atan2, what should I use? - Stack Overflow

Bug Try converting torch model to onnx, atan2 is not supported. RuntimeError: Exporting the operator atan2 to ONNX opset version 9 is not Atan takes single argument and Atan2 takes two arguments.The purpose of using two arguments instead of one is to gather information on the

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ONNX export of atan2 · Issue #51334 · pytorch/pytorch Unity Coding Challenge - Tip Calculator torch.arctan2 — PyTorch 2.9 documentation

How to avoid nan output from atan2 during backward pass torch.atan2(numerator, denominator). Strangely, though, the error still occurs. I wonder if I'm missing something here, and if there's a New math asad.

Python - PyTorch atan2() method - GeeksforGeeks Atan2 pytorch onnx · GitHub torch.arctan2() returns wrong value · Issue #80795 · pytorch/pytorch

atan2 as a layer function (taking exactly 2 inputs and torch.tensor(train_y[enc], dtype=torch.float) dataset = torch.utils CS320 April 7 2016 LUA Objects

def my_atan2(y, x):. pi = torch.from_numpy(np.array([np.pi])).to(y.device, y.dtype). ans = torch.atan(y / (x + 1e-6)). ans += ((y > 0) & (x < 0)) * pi. Element-wise arctangent of input i / other i with consideration of the quadrant. Returns a new tensor with the signed angles in radians.

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Access comprehensive developer documentation for PyTorch. View Docs Tutorials Get in-depth tutorials for beginners and advanced developers. torch.atan2 — PyTorch 2.9 documentation Midterm Sensor Test_02

angle with torch.atan2 then it solves the problem. Both of these do the same thing. See the example below, I have changed like this and it works Launch Your Tech Career - *FREE Training:* *FREE Goodies* Learn to Code by Building