mindspore.ops.SmoothL1Loss
- class mindspore.ops.SmoothL1Loss(beta=1.0, reduction='none')[source]
Refer to
mindspore.ops.smooth_l1_loss()
for more detail.- Supported Platforms:
Ascend
GPU
CPU
Examples
>>> loss = ops.SmoothL1Loss() >>> logits = Tensor(np.array([1, 2, 3]), mindspore.float32) >>> labels = Tensor(np.array([1, 2, 2]), mindspore.float32) >>> output = loss(logits, labels) >>> print(output) [0. 0. 0.5]