b033923756
- Remove executable permissions from configuration files (.editorconfig, .env.example, .gitignore) - Remove executable permissions from documentation files (README.md, LICENSE, SECURITY.md) - Remove executable permissions from web assets (HTML, CSS, JS files) - Remove executable permissions from data files (JSON, SQL, YAML, requirements.txt) - Remove executable permissions from source code files across all apps - Add executable permissions to Python
113 lines
3.3 KiB
Markdown
113 lines
3.3 KiB
Markdown
# GPU Acceleration Migration Checklist
|
|
|
|
## ✅ Pre-Migration Preparation
|
|
|
|
- [ ] Review existing CUDA-specific code
|
|
- [ ] Identify all files that import CUDA modules
|
|
- [ ] Document current CUDA usage patterns
|
|
- [ ] Create backup of existing code
|
|
- [ ] Test current functionality
|
|
|
|
## ✅ Code Migration
|
|
|
|
### Import Statements
|
|
- [ ] Replace `from high_performance_cuda_accelerator import ...` with `from gpu_acceleration import ...`
|
|
- [ ] Replace `from fastapi_cuda_zk_api import ...` with `from gpu_acceleration import ...`
|
|
- [ ] Update all CUDA-specific imports
|
|
|
|
### Function Calls
|
|
- [ ] Replace `accelerator.field_add_cuda()` with `gpu.field_add()`
|
|
- [ ] Replace `accelerator.field_mul_cuda()` with `gpu.field_mul()`
|
|
- [ ] Replace `accelerator.multi_scalar_mul_cuda()` with `gpu.multi_scalar_mul()`
|
|
- [ ] Update all CUDA-specific function calls
|
|
|
|
### Initialization
|
|
- [ ] Replace `HighPerformanceCUDAZKAccelerator()` with `GPUAccelerationManager()`
|
|
- [ ] Replace `ProductionCUDAZKAPI()` with `create_gpu_manager()`
|
|
- [ ] Add proper error handling for backend initialization
|
|
|
|
### Error Handling
|
|
- [ ] Add fallback handling for GPU failures
|
|
- [ ] Update error messages to be backend-agnostic
|
|
- [ ] Add backend information to error responses
|
|
|
|
## ✅ Testing
|
|
|
|
### Unit Tests
|
|
- [ ] Update unit tests to use new interface
|
|
- [ ] Test backend auto-detection
|
|
- [ ] Test fallback to CPU
|
|
- [ ] Test performance regression
|
|
|
|
### Integration Tests
|
|
- [ ] Test API endpoints with new backend
|
|
- [ ] Test multi-backend scenarios
|
|
- [ ] Test configuration options
|
|
- [ ] Test error handling
|
|
|
|
### Performance Tests
|
|
- [ ] Benchmark new vs old implementation
|
|
- [ ] Test performance with different backends
|
|
- [ ] Verify no significant performance regression
|
|
- [ ] Test memory usage
|
|
|
|
## ✅ Documentation
|
|
|
|
### Code Documentation
|
|
- [ ] Update docstrings to be backend-agnostic
|
|
- [ ] Add examples for new interface
|
|
- [ ] Document configuration options
|
|
- [ ] Update error handling documentation
|
|
|
|
### API Documentation
|
|
- [ ] Update API docs to reflect backend flexibility
|
|
- [ ] Add backend information endpoints
|
|
- [ ] Update performance monitoring docs
|
|
- [ ] Document migration process
|
|
|
|
### User Documentation
|
|
- [ ] Update user guides with new examples
|
|
- [ ] Document backend selection options
|
|
- [ ] Add troubleshooting guide
|
|
- [ ] Update installation instructions
|
|
|
|
## ✅ Deployment
|
|
|
|
### Configuration
|
|
- [ ] Update deployment scripts
|
|
- [ ] Add backend selection environment variables
|
|
- [ ] Update monitoring for new metrics
|
|
- [ ] Test deployment with different backends
|
|
|
|
### Monitoring
|
|
- [ ] Update monitoring to track backend usage
|
|
- [ ] Add alerts for backend failures
|
|
- [ ] Monitor performance metrics
|
|
- [ ] Track fallback usage
|
|
|
|
### Rollback Plan
|
|
- [ ] Document rollback procedure
|
|
- [ ] Test rollback process
|
|
- [ ] Prepare backup deployment
|
|
- [ ] Create rollback triggers
|
|
|
|
## ✅ Validation
|
|
|
|
### Functional Validation
|
|
- [ ] All existing functionality works
|
|
- [ ] New backend features work correctly
|
|
- [ ] Error handling works as expected
|
|
- [ ] Performance is acceptable
|
|
|
|
### Security Validation
|
|
- [ ] No new security vulnerabilities
|
|
- [ ] Backend isolation works correctly
|
|
- [ ] Input validation still works
|
|
- [ ] Error messages don't leak information
|
|
|
|
### Performance Validation
|
|
- [ ] Performance meets requirements
|
|
- [ ] Memory usage is acceptable
|
|
- [ ] Scalability is maintained
|
|
- [ ] Resource utilization is optimal
|