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Add an universal identifier to tasks to help with data mining and evaluation #17

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d50c896
Add task_uuid to request and WandB
vaqxai Oct 18, 2024
854f6ae
validator.forward formatting
vaqxai Oct 18, 2024
8acd7d9
Make miner aware of task_uuid
vaqxai Oct 18, 2024
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16 changes: 13 additions & 3 deletions graphite/validator/forward.py
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Original file line number Diff line number Diff line change
Expand Up @@ -33,6 +33,7 @@
import os
import random
import requests
import uuid

from pydantic import ValidationError

Expand Down Expand Up @@ -82,11 +83,20 @@ async def forward(self):
bt.logging.info(f"n_nodes V2 {n_nodes}")
bt.logging.info(f"dataset ref {dataset_ref} selected from {list(self.loaded_datasets.keys())}" )
selected_node_idxs = random.sample(range(len(self.loaded_datasets[dataset_ref]['data'])), n_nodes)
test_problem_obj = GraphV2Problem(problem_type="Metric TSP", n_nodes=n_nodes, selected_ids=selected_node_idxs, cost_function="Geom", dataset_ref=dataset_ref)
task_uuid = str(uuid.uuid1())

test_problem_obj = GraphV2Problem(
problem_type="Metric TSP",
n_nodes=n_nodes,
selected_ids=selected_node_idxs,
cost_function="Geom",
dataset_ref=dataset_ref,
task_uuid=task_uuid
)

try:
graphsynapse_req = GraphV2Synapse(problem=test_problem_obj)
bt.logging.info(f"GraphV2Synapse Problem, n_nodes: {graphsynapse_req.problem.n_nodes}")
bt.logging.info(f"GraphV2Synapse Problem, n_nodes: {graphsynapse_req.problem.n_nodes}, task_id: {task_uuid}")
except ValidationError as e:
bt.logging.debug(f"GraphV2Synapse Validation Error: {e.json()}")
bt.logging.debug(e.errors())
Expand Down Expand Up @@ -288,7 +298,7 @@ async def forward(self):
}),
)
for rewIdx in range(self.metagraph.n.item()):
wandb.log({f"rewards-{self.wallet.hotkey.ss58_address}": wandb_rewards[rewIdx], f"distance-{self.wallet.hotkey.ss58_address}": wandb_miner_distance[rewIdx]}, step=int(rewIdx))
wandb.log({f"rewards-{self.wallet.hotkey.ss58_address}/task-{task_uuid}": wandb_rewards[rewIdx], f"distance-{self.wallet.hotkey.ss58_address}/task-{task_uuid}": wandb_miner_distance[rewIdx]}, step=int(rewIdx))

self.cleanup_wandb(wandb)
except Exception as e:
Expand Down
12 changes: 9 additions & 3 deletions neurons/miner.py
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Original file line number Diff line number Diff line change
Expand Up @@ -160,8 +160,11 @@ async def forwardV1(
synapse.solution = route

bt.logging.info(
f"Miner returned value {synapse.solution} {len(synapse.solution) if isinstance(synapse.solution, list) else synapse.solution}"
f"Miner completed task {synapse.problem.task_uuid} and returned value {synapse.solution} {len(synapse.solution) if isinstance(synapse.solution, list) else synapse.solution}"
)

# TODO: Add logging to private WandB or optional public WandB

return synapse

async def forwardV2(
Expand Down Expand Up @@ -189,7 +192,7 @@ async def forwardV2(
# f.write(log_line)

bt.logging.info(
f"Miner received input to solve {synapse.problem.n_nodes}"
f"Miner received task {synapse.problem.task_uuid} to solve {synapse.problem.n_nodes}"
)

if isinstance(synapse.problem, GraphV2Problem):
Expand All @@ -208,8 +211,11 @@ async def forwardV2(
synapse.problem.edges = None

bt.logging.info(
f"Miner returned value {synapse.solution} {len(synapse.solution) if isinstance(synapse.solution, list) else synapse.solution}"
f"Miner completed task {synapse.problem.task_uuid} and returned value {synapse.solution} {len(synapse.solution) if isinstance(synapse.solution, list) else synapse.solution}"
)

# TODO: Add logging to private WandB or optional public WandB

return synapse

async def blacklist(
Expand Down