GPU Contributor

Rewarding GPU providers for their participation in growing the network.

GPU Contributor in the Skyops ecosystem ensures that GPU providers are fairly compensated for their contributions. Rewards are structured to prioritize performance, reliability and long-term engagement, fostering a high-quality and scalable decentralized compute network.

⬡ Reward Fairly: Provide proportional rewards based on compute power, uptime and task success rates.

⬡ Encourage Reliability: Motivate providers to maintain high performance and availability.

⬡ Promote Scalability: Design a reward system that adapts to growing task demands and resource contributions.

⬣ Task-Based Rewards

GPU providers earn rewards for executing tasks based on the computational power delivered and the duration of the task.

Reward Formula:

$$Reward = Base Rate × Compute Power (FLOPS) × Task Duration (Hours)$$

Example Code for Task-Based Rewards:

def calculate_task_reward(base_rate, flops, duration, multiplier):
    return base_rate * flops * duration * multiplier
    
# Example calculation
base_rate = 0.05 # SKYOPS tokens per FLOP per hour
flops = 100 # TFLOPS
duration = 2 # hours
multiplier = 1.1 # 10% performance bonus

reward = calculate_task_reward(base_rate, flops, duration, multiplier)
print(f"Total Reward: {reward} SKYOPS tokens")

⬣ Performance Bonuses

Nodes demonstrating high reliability and performance receive additional incentives.

Key Metrics:

• Uptime Bonus: Nodes with 95% uptime receive a 20% bonus.

• Task Success Rate Bonus: Nodes with 90% task success rate receive a 15% bonus.

Example Code for Uptime Bonus:

def apply_uptime_bonus(base_reward, uptime):
    if uptime > 95:
        return base_reward * 1.2 # 20% bonus
    return base_reward
base_reward = 100 # SKYOPS tokens
uptime = 97 # Percentage

reward_with_bonus = apply_uptime_bonus(base_reward, uptime)
print(f"Reward with Uptime Bonus: {reward_with_bonus} SKYOPS tokens")

⬣ Staking Multipliers

GPU providers who stake SKYOPS tokens earn higher rewards and priority task assignments.

Staking Multiplier Table:

Example Code for Staking Bonus:

def calculate_staking_bonus(base_reward, staked_tokens):
    if staked_tokens >= 10_000:
        return base_reward * 1.3
    elif staked_tokens >= 5_000:
        return base_reward * 1.2
    elif staked_tokens >= 1_000:
        return base_reward * 1.1
    return base_reward
    
base_reward = 200 # SKYOPS tokens
staked_tokens = 5_000

reward_with_staking = calculate_staking_bonus(base_reward, staked_tokens)
print(f"Reward with Staking Bonus: {reward_with_staking} SKYOPS tokens")

⬣ Longevity Rewards

Providers are rewarded for consistent contributions over time. The longer a node remains active, the higher the loyalty bonuses it accrues.

Eligibility Requirements

⬡ Hardware: Minimum NVIDIA RTX 3060 with 12 GB RAM.

⬡ Network: Minimum 100 Mbps bandwidth.

⬡ Uptime: At least 80% monthly uptime.

⬡ Task Success Rate: Minimum 85% task completion rate.

Reward Distribution

Rewards are distributed weekly via smart contracts, ensuring transparency and accuracy.

Diagram of Reward Workflow:

Task Submission --> Task Allocation --> Task Execution
       ^                  |                   |
       |                  |                   v
Reward Calculation <-- Performance Metrics <-- Smart Contract
       |
       v
Provider Wallet

Example Command for Monitoring Rewards:

# Check earnings for a provider
skyops earnings --provider-id PROVIDER123

# View reward distribution schedule
skyops reward-schedule --provider-id PROVIDER123

Monitoring and Analytics

GPU providers can track their performance and rewards through the Analytics Dashboard.

Available Metrics:

⬡ Real-time earnings updates.

⬡ Task completion history.

⬡ Performance score (uptime and success rate).

Example CLI Commands:

# Real-time performance monitoring
skyops monitor-performance --node-id NODE456

# Historical reward analysis
skyops reward-history --provider-id PROVIDER123

Future Enhancements

⬡ Dynamic Bonuses: Introduce adaptive bonuses based on demand and task type.

⬡ Advanced Loyalty Programs: Implement tiered loyalty rewards with exclusive benefits.

⬡ Enhanced Reporting: Provide detailed earnings forecasts and resource utilization insights.

GPU incentive structure in Skyops balances fairness and scalability, ensuring that contributors are motivated to maintain high performance and reliability. By integrating transparent reward mechanisms with real-time analytics and flexible staking options, the system creates a mutually beneficial ecosystem for all participants.