537e5b549a9c4eeb3fe2776028b553ef36fadd88,rnns/fastrnns/test.py,,test_rnns,#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#,27

Before Change


    experim_output = experim_outputs[0]
    grad = torch.randn_like(control_output)
    control_grads = torch.autograd.grad([control_output], control_params, grad)
    experim_grads = torch.autograd.grad([experim_output], experim_params, grad)
    assertEqual(experim_grads, control_grads)

    if verbose:
        print(experim_rnn.graph_for(*experim_inputs))

After Change


    control_backward_inputs = control.backward_setup(control_outputs, seed)
    experim_backward_inputs = experim.backward_setup(experim_outputs, seed)

    control.backward(*control_backward_inputs)
    experim.backward(*experim_backward_inputs)

    control_grads = [p.grad for p in control.params]
    experim_grads = [p.grad for p in experim.params]
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 4

Instances


Project Name: pytorch/benchmark
Commit Name: 537e5b549a9c4eeb3fe2776028b553ef36fadd88
Time: 2018-12-27
Author: zou3519@gmail.com
File Name: rnns/fastrnns/test.py
Class Name:
Method Name: test_rnns


Project Name: dpressel/mead-baseline
Commit Name: 3d9e51d5034e89bcec3a04eff3e646c70b45edb2
Time: 2017-03-16
Author: dpressel@gmail.com
File Name: classify/python/tf/train.py
Class Name: Trainer
Method Name: train


Project Name: HyperGAN/HyperGAN
Commit Name: d78a6f10ce5360c49d25166c4acb1e4ccb32734d
Time: 2020-02-07
Author: martyn@255bits.com
File Name: hypergan/trainers/alternating_trainer.py
Class Name: AlternatingTrainer
Method Name: _step