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* WIP POC of dispatcher * Dispatcher python workflow setup. * Dispatcher cleanup and updates. Further dispatcher cleanup and updates. Build fixes Improvements and python to CK example Improvements to readme * Fixes to python paths * Cleaning up code * Improving dispatcher support for different arch Fixing typos * Fix formatting errors * Cleaning up examples * Improving codegeneration * Improving and fixing C++ examples * Adding conv functionality (fwd,bwd,bwdw) and examples. * Fixes based on feedback. * Further fixes based on feedback. * Adding stress test for autogeneration and autocorrection, and fixing preshuffle bug. * Another round of improvements based on feedback. * Trimming out unnecessary code. * Fixing the multi-D implementation. * Using gpu verification for gemms and fixing convolutions tflops calculation. * Fix counter usage issue and arch filtering per ops. * Adding changelog and other fixes. * Improve examples and resolve critical bugs. * Reduce build time for python examples. * Fixing minor bug. * Fix compilation error. * Improve installation instructions for dispatcher. * Add docker based installation instructions for dispatcher. * Fixing arch-based filtering to match tile engine. * Remove dead code and fix arch filtering. * Minor bugfix. * Updates after rebase. * Trimming code. * Fix copyright headers. * Consolidate examples, cut down code. * Minor fixes. * Improving python examples. * Update readmes. * Remove conv functionality. * Cleanup following conv removable.
61 lines
1.4 KiB
Markdown
61 lines
1.4 KiB
Markdown
# CK Tile Dispatcher Python Utilities
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This directory contains Python utilities used by the dispatcher examples.
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## Contents
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- `ctypes_utils.py` - Core ctypes utilities for GEMM Python examples
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- `KernelConfig` - Kernel configuration dataclass
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- `setup_gemm_dispatcher()` - Setup dispatcher with auto-correction
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- `cleanup_gemm()` - Cleanup dispatcher resources
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- `GemmRunner` - GPU execution helper
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- Auto-correction and validation utilities
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- `conv_utils.py` - Core utilities for Conv Python examples
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- `ConvSignature`, `ConvAlgorithm` - Convolution configuration
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- `ConvProblem` - Problem definition
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- `GpuConvRunner` - GPU execution helper
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- `EnhancedConvCodegenRunner` - Kernel codegen utilities
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## Usage
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### GEMM Examples
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The GEMM Python examples in `dispatcher/examples/gemm/python/` import:
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```python
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import sys
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from pathlib import Path
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sys.path.insert(0, str(Path(__file__).parent.parent.parent.parent / "python"))
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from ctypes_utils import (
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KernelConfig,
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setup_gemm_dispatcher,
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cleanup_gemm,
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GemmRunner,
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)
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```
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### Conv Examples
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The Conv Python examples in `dispatcher/examples/conv/python/` import:
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```python
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import sys
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from pathlib import Path
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sys.path.insert(0, str(Path(__file__).parent.parent.parent.parent / "python"))
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from conv_utils import (
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ConvSignature,
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ConvAlgorithm,
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ConvProblem,
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GpuConvRunner,
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)
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```
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## Requirements
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- Python 3.8+
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- NumPy
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- HIP runtime (for GPU execution)
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