Update documentation

reports/generation/code.err.log

@@ -186,7 +186,7 @@ File ~/anaconda3/envs/p310/lib/python3.10/site-packages/huggingface_hub/u
     431         + "Access to this resource is disabled."
     432     )
 
-GatedRepoError: 401 Client Error. (Request ID: Root=1-6730f40e-0035d0002276c8da3c048b22;8b4d2fe6-7b98-4702-a05b-cd7565572fb1)
+GatedRepoError: 401 Client Error. (Request ID: Root=1-6730fadd-535a98d85063cbe77de26b1b;8df55905-34fe-46ac-9cd4-b7f0951a9255)
 
 Cannot access gated repo for url https://huggingface.co/stabilityai/stable-audio-open-1.0/resolve/main/model_config.json.
 Access to model stabilityai/stable-audio-open-1.0 is restricted. You must have access to it and be authenticated to access it. Please log in.

reports/retrieval/code.err.log

@@ -1,14 +1,3 @@
-Traceback (most recent call last):
-  File "/Users/seungheond/anaconda3/envs/p310/lib/python3.10/site-packages/nbclient/client.py", line 782, in _async_poll_for_reply
-    msg = await ensure_async(self.kc.shell_channel.get_msg(timeout=new_timeout))
-  File "/Users/seungheond/anaconda3/envs/p310/lib/python3.10/site-packages/jupyter_core/utils/__init__.py", line 198, in ensure_async
-    result = await obj
-  File "/Users/seungheond/anaconda3/envs/p310/lib/python3.10/site-packages/jupyter_client/channels.py", line 313, in get_msg
-    raise Empty
-_queue.Empty
-
-During handling of the above exception, another exception occurred:
-
 Traceback (most recent call last):
   File "/Users/seungheond/anaconda3/envs/p310/lib/python3.10/site-packages/jupyter_cache/executors/utils.py", line 58, in single_nb_execution
     executenb(
@@ -20,25 +9,57 @@ Traceback (most recent call last):
     return future.result()
   File "/Users/seungheond/anaconda3/envs/p310/lib/python3.10/site-packages/nbclient/client.py", line 709, in async_execute
     await self.async_execute_cell(
-  File "/Users/seungheond/anaconda3/envs/p310/lib/python3.10/site-packages/nbclient/client.py", line 1005, in async_execute_cell
-    exec_reply = await self.task_poll_for_reply
-  File "/Users/seungheond/anaconda3/envs/p310/lib/python3.10/site-packages/nbclient/client.py", line 806, in _async_poll_for_reply
-    error_on_timeout_execute_reply = await self._async_handle_timeout(timeout, cell)
-  File "/Users/seungheond/anaconda3/envs/p310/lib/python3.10/site-packages/nbclient/client.py", line 856, in _async_handle_timeout
-    raise CellTimeoutError.error_from_timeout_and_cell(
-nbclient.exceptions.CellTimeoutError: A cell timed out while it was being executed, after 100 seconds.
-The message was: Cell execution timed out.
-Here is a preview of the cell contents:
--------------------
-import torchaudio
-import torch.nn as nn
-import numpy as np
-from tqdm.notebook import tqdm
-from transformers import AutoModel, AutoTokenizer
-from datasets import load_dataset
-from IPython.display import Audio
+  File "/Users/seungheond/anaconda3/envs/p310/lib/python3.10/site-packages/nbclient/client.py", line 1062, in async_execute_cell
+    await self._check_raise_for_error(cell, cell_index, exec_reply)
+  File "/Users/seungheond/anaconda3/envs/p310/lib/python3.10/site-packages/nbclient/client.py", line 918, in _check_raise_for_error
+    raise CellExecutionError.from_cell_and_msg(cell, exec_reply_content)
+nbclient.exceptions.CellExecutionError: An error occurred while executing the following cell:
+------------------
+NUM_EPOCHS = 10
+lr = 1e-2
+# Define optimizer and loss function
+optimizer = torch.optim.AdamW(model.parameters(), lr=lr)
+for epoch in range(NUM_EPOCHS):
+    train_loss = train(model, tr_dataloader, optimizer)
+    valid_loss = test(model, te_dataloader)
+    print("[Epoch %d/%d] [Train Loss: %.4f] [Valid Loss: %.4f]" % (epoch + 1, NUM_EPOCHS, train_loss, valid_loss))
+------------------
+
+
+---------------------------------------------------------------------------
+ImportError                               Traceback (most recent call last)
+Cell In[10], line 6
+      4 optimizer = torch.optim.AdamW(model.parameters(), lr=lr)
+      5 for epoch in range(NUM_EPOCHS):
+----> 6     train_loss = train(model, tr_dataloader, optimizer)
+      7     valid_loss = test(model, te_dataloader)
+      8     print("[Epoch %d/%d] [Train Loss: %.4f] [Valid Loss: %.4f]" % (epoch + 1, NUM_EPOCHS, train_loss, valid_loss))
+
+Cell In[9], line 4, in train(model, dataloader, optimizer)
+      2 model.train()
+      3 total_loss = 0
+----> 4 pbar = tqdm(dataloader, desc=f'TRAIN Epoch {epoch:02}')
+      5 for batch in pbar:
+      6     optimizer.zero_grad()
+
+File ~/anaconda3/envs/p310/lib/python3.10/site-packages/tqdm/notebook.py:234, in tqdm_notebook.__init__(self, *args, **kwargs)
+    232 unit_scale = 1 if self.unit_scale is True else self.unit_scale or 1
+    233 total = self.total * unit_scale if self.total else self.total
+--> 234 self.container = self.status_printer(self.fp, total, self.desc, self.ncols)
+    235 self.container.pbar = proxy(self)
+    236 self.displayed = False
+
+File ~/anaconda3/envs/p310/lib/python3.10/site-packages/tqdm/notebook.py:108, in tqdm_notebook.status_printer(_, total, desc, ncols)
+     99 # Fallback to text bar if there's no total
+    100 # DEPRECATED: replaced with an 'info' style bar
+    101 # if not total:
+   (...)
+    105 
+    106 # Prepare IPython progress bar
+    107 if IProgress is None:  # #187 #451 #558 #872
+--> 108     raise ImportError(WARN_NOIPYW)
+    109 if total:
+    110     pbar = IProgress(min=0, max=total)
 
-# Load Magnatagatune Dataset: 1-min
-dataset = load_dataset("mulab-mir/lp-music-caps-magnatagatune-3k", split="train")
--------------------
+ImportError: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html