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a/precog/validators/weight_setter.py b/precog/validators/weight_setter.py index bbea858..8780f04 100755 --- a/precog/validators/weight_setter.py +++ b/precog/validators/weight_setter.py @@ -130,7 +130,14 @@ async def set_weights(self): self.current_block = func_with_retry(self.subtensor.get_current_block) except Exception as e: bt.logging.error(f"Failed to get current block with error {e}, skipping block update") + return + if self.blocks_since_last_update >= self.hyperparameters.weights_rate_limit: + for uid in self.available_uids: + if uid not in self.moving_average_scores: + bt.logging.debug(f"Initializing score for new UID: {uid}") + self.moving_average_scores[uid] = 0.0 + uids = array(self.available_uids) weights = [self.moving_average_scores[uid] for uid in self.available_uids] if not weights: @@ -176,16 +183,16 @@ async def scheduled_prediction_request(self): responses, self.timestamp = self.query_miners() try: rewards = calc_rewards(self, responses=responses) + # Adjust the scores based on responses from miners and update moving average. + for i, value in zip(self.available_uids, rewards): + self.moving_average_scores[i] = ( + 1 - self.config.neuron.moving_average_alpha + ) * self.moving_average_scores[i] + self.config.neuron.moving_average_alpha * value + self.scores = list(self.moving_average_scores.values()) + if not self.config.wandb.off: + log_wandb(responses, rewards, self.available_uids) except Exception as e: bt.logging.error(f"Failed to calculate rewards with error: {e}") - # Adjust the scores based on responses from miners and update moving average. - for i, value in zip(self.available_uids, rewards): - self.moving_average_scores[i] = ( - 1 - self.config.neuron.moving_average_alpha - ) * self.moving_average_scores[i] + self.config.neuron.moving_average_alpha * value - self.scores = list(self.moving_average_scores.values()) - if not self.config.wandb.off: - log_wandb(responses, rewards, self.available_uids) else: print_info(self)