शुरू करेंमुफ़्त में शुरू करें

Apply dynamic quantization

You've successfully trained a neural network model for deployment, and now you want to optimize it using dynamic quantization. This step is crucial for deploying your model efficiently in environments with limited resources.

The model has been pre-loaded.

यह अभ्यास पाठ्यक्रम का हिस्सा है

Scalable AI Models with PyTorch Lightning

पाठ्यक्रम देखें

अभ्यास निर्देश

  • Import the necessary quantization module from PyTorch.
  • Apply dynamic quantization targeting linear layers, using 8-bit integer precision.

इंटरैक्टिव व्यावहारिक अभ्यास

इस अभ्यास को इस नमूना कोड को पूरा करके आज़माएँ।

import torch
# Import the necessary quantization module
from torch.quantization import ____

# Apply dynamic quantization targeting linear layers
model_quantized = torch.quantization.____(
    ____, {torch.nn.____}, dtype=torch.____
)
कोड संपादित करें और चलाएँ