SinglePathOneShot

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Using the architecture results from the README search(`(2, 1, 0, 1, 2, 0, 2, 0, 2, 0, 2, 3, 0, 0, 0, 0, 3, 2, 3, 3)`), and using the...

zhanglei1172

Hello, I follow your order to get the arch of the model and load the weight in Onedrive/Evaluate, but I get the 0.368 accuracy. Did I make mistakes?

yaolu-zjut

Missing arguments in `validate`.

1

https://github.com/megvii-model/SinglePathOneShot/blob/36eed6cf083497ffa9cfe7b8da25bb0b6ba5a452/src/Supernet/train.py#L263-L273 As above, there is a missing argument in `model(data, arch)`.

ghost

thank you for providing the code of your paper! i'm starting to study autoML these day and i've found your great work through this paper and i've seen many expression...

cingyoung

What is the purpose of setting flops bins when training SuperNet?

2

https://github.com/megvii-model/SinglePathOneShot/blob/36eed6cf083497ffa9cfe7b8da25bb0b6ba5a452/src/Supernet/train.py#L213 It seems that author want the candidates' flops distribute uniformly among [290, 360]. However, I random sampled 12500 candidates and calculate their flops. The nature distribution of the ShuffleNet...

jianghaojun

Supernet accuracy

1

I train the supernet with the default setting, and got an accuracy of `TRAIN Iter 150000: lr = 0.000003, loss = 2.805815, Top-1 err = 0.417285, Top-5 err = 0.202197,...

xiaoshingshing

What's the minimum flops-limit in the search?

1

Thx！！！

betterhalfwzm

Evolution search results

1

Hi. Sorry to bother again. I tried to run your evolution search code, with checkpoints-150000 provided. The results look like this:  which is nowhere near the results shown in...

ultmaster

Why set `affine=False` in all `nn.BatchNorm2d`

1

I fail to figure out a reasonable explanation. Could anyone help me out?

kaleidoscopical