Installation

pip install -r requirements.txt

Data Structure

Machine

1. machine_id
2. work_centre_id
3. next_idle_time

Job

1. job_id
2. job_type
3. release_time
4. start_time
5. completed_time
6. current_task_type
7. status
8. remaining_processing_time
9. remaining_task_num

Task

1. task_id
2. job_id
3. task_type
4. processing_time
5. release_time
6. start_time
7. completed_time
8. status

Task Scheduling Strategy

1. FIFO
2. FILO
3. SPT
4. LPT
5. SRTPT
6. LRTPT
7. LOR
8. MOR
9. ERD

PyTorch (GPU)

• torch 1.13.0+cu116
• torchaudio 0.13.0
• torchvision 0.14