mirror of
https://github.com/MLSysBook/TinyTorch.git
synced 2026-03-12 12:33:40 -05:00
Add missing markdown documentation to 08_dataloader module
- Add documentation for test_unit_dataset_interface function - Add documentation for test_unit_dataloader function - Add documentation for test_unit_simple_dataset function - Add documentation for test_unit_dataloader_pipeline function - Ensures every code function has preceding explanatory markdown cell - Maintains educational clarity and structure
This commit is contained in:
@@ -966,6 +966,10 @@ print("📈 Final Progress: Complete data pipeline ready for production ML!")
|
||||
# %% [markdown]
|
||||
"""
|
||||
## 🔧 DEVELOPMENT
|
||||
|
||||
### 🧪 Unit Test: Dataset Interface Implementation
|
||||
|
||||
This test validates the abstract Dataset interface, ensuring proper inheritance, method implementation, and interface compliance for creating custom datasets in the TinyTorch data loading pipeline.
|
||||
"""
|
||||
|
||||
# %%
|
||||
@@ -986,6 +990,14 @@ def test_unit_dataset_interface():
|
||||
|
||||
print("✅ Dataset interface works correctly")
|
||||
|
||||
# %% [markdown]
|
||||
"""
|
||||
### 🧪 Unit Test: DataLoader Implementation
|
||||
|
||||
This test validates the DataLoader class functionality, ensuring proper batch creation, iteration capability, and integration with datasets for efficient data loading in machine learning training pipelines.
|
||||
"""
|
||||
|
||||
# %%
|
||||
def test_unit_dataloader():
|
||||
"""Unit test for the DataLoader implementation."""
|
||||
print("🔬 Unit Test: DataLoader...")
|
||||
@@ -1005,6 +1017,14 @@ def test_unit_dataloader():
|
||||
|
||||
print("✅ DataLoader works correctly")
|
||||
|
||||
# %% [markdown]
|
||||
"""
|
||||
### 🧪 Unit Test: Simple Dataset Implementation
|
||||
|
||||
This test validates the SimpleDataset class, ensuring it can handle real-world data scenarios including proper data storage, indexing, and compatibility with the DataLoader for practical machine learning workflows.
|
||||
"""
|
||||
|
||||
# %%
|
||||
def test_unit_simple_dataset():
|
||||
"""Unit test for the SimpleDataset implementation."""
|
||||
print("🔬 Unit Test: SimpleDataset...")
|
||||
@@ -1023,6 +1043,14 @@ def test_unit_simple_dataset():
|
||||
|
||||
print("✅ SimpleDataset works correctly")
|
||||
|
||||
# %% [markdown]
|
||||
"""
|
||||
### 🧪 Unit Test: Complete Data Pipeline Integration
|
||||
|
||||
This comprehensive test validates the entire data pipeline from dataset creation through DataLoader batching, ensuring all components work together seamlessly for end-to-end machine learning data processing workflows.
|
||||
"""
|
||||
|
||||
# %%
|
||||
def test_unit_dataloader_pipeline():
|
||||
"""Comprehensive unit test for the complete data pipeline."""
|
||||
print("🔬 Comprehensive Test: Data Pipeline...")
|
||||
|
||||
Reference in New Issue
Block a user