The deployment taking too long, I’m using LSTM and it stuck like this for more than 20 minutes. I was running the same code with google collab and showing the dashboard with ngrok and there is nothing wrong with the code, but streamlit taking too long.
warnings.warn(
Model: "sequential"
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Layer (type) ┃ Output Shape ┃ Param # ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ embedding (Embedding) │ (None, 50, 128) │ 640,000 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ lstm (LSTM) │ (None, 50, 64) │ 49,408 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ dropout (Dropout) │ (None, 50, 64) │ 0 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ lstm_1 (LSTM) │ (None, 32) │ 12,416 │
├─────────────────────────────────┼────────────────────────┼───────────────┤
│ dense (Dense) │ (None, 3) │ 99 │
└─────────────────────────────────┴────────────────────────┴───────────────┘
Total params: 701,923 (2.68 MB)
Trainable params: 701,923 (2.68 MB)
Non-trainable params: 0 (0.00 B)
353/420 ━━━━━━━━━━━━━━━━━━━━ 3s 56ms/step - accuracy: 0.4782 - loss: 0.9672[2025-04-11 05:32:35.163708] Epoch 1/20
420/420 ━━━━━━━━━━━━━━━━━━━━ 24s 58ms/step - accuracy: 0.4812 - loss: 0.9653 - val_accuracy: 0.6285 - val_loss: 0.9015
Epoch 3/20