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Fixed typos #16

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6 changes: 3 additions & 3 deletions homework01/homework_part2.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -21,8 +21,8 @@
"\n",
"The homework contains three parts:\n",
"\n",
"1. Implementation of some staff for ConvNeXt network definition\n",
"2. Implementation of some other staff for effective training\n",
"1. Implementation of some stuff for ConvNeXt network definition\n",
"2. Implementation of some other stuff for effective training\n",
"3. Experiments with model averaging, label smoothing and layer norm\n"
]
},
Expand Down Expand Up @@ -573,7 +573,7 @@
"\n",
"The only thing that is not shown on the image is `DropPath` block which should be applied in the end of residual branch just after `LayerScale2d`\n",
"\n",
"We will create `ConvNextBlock` that can operates with `LayerNorm2d` and `BatchNorm2d` depending on parameter `use_bn` and will check what will perform better in our experiments. "
"We will create `ConvNextBlock` that can operate with `LayerNorm2d` and `BatchNorm2d` depending on parameter `use_bn` and will check what will perform better in our experiments. "
]
},
{
Expand Down