actions list | actual_gib float64 | class_counts_this_run dict | decision_classes list | dtype string | edge_types dict | elapsed_seconds_this_run float64 | generator_version string | geometry dict | minimum_rows_requested int64 | name string | node_types dict | notes list | routing_protocols dict | rows_per_second_this_run float64 | rows_written int64 | schema_version string | seed int64 | split_ids dict | status string | storage_format string | target_gib float64 | tensor_bytes_per_row_estimate int64 | topology_families dict |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
[
"NO_ACTION",
"RESTORE_DNS_RECORD",
"CORRECT_DNS_RECORD",
"BRING_SOURCE_INTERFACE_UP",
"RESTORE_LINK",
"RESTORE_OSPF_ADJACENCY",
"RESTORE_BGP_SESSION",
"FIX_BGP_IMPORT_POLICY",
"INSTALL_OR_RESTORE_ROUTE",
"ALLOW_REQUIRED_FLOW",
"RESTORE_NAT_MAPPING",
"FIX_PATH_MTU",
"RESTORE_SERVICE_ENDPOINTS... | 15.212922 | {
"ACL_DENY": 61680,
"BGP_POLICY_REJECT": 61681,
"BGP_SESSION_DOWN": 61681,
"DNS_NXDOMAIN": 61681,
"DNS_WRONG_ANSWER": 61681,
"ENDPOINT_DOWN": 61681,
"HEALTHY": 61681,
"LINK_DOWN": 61681,
"MTU_BLACKHOLE": 61681,
"NAT_MISSING": 61681,
"NO_ROUTE": 61681,
"OSPF_ADJACENCY_DOWN": 61681,
"PORT_CLOSE... | [
"HEALTHY",
"DNS_NXDOMAIN",
"DNS_WRONG_ANSWER",
"SOURCE_INTERFACE_DOWN",
"LINK_DOWN",
"OSPF_ADJACENCY_DOWN",
"BGP_SESSION_DOWN",
"BGP_POLICY_REJECT",
"NO_ROUTE",
"ACL_DENY",
"NAT_MISSING",
"MTU_BLACKHOLE",
"SERVICE_SELECTOR_EMPTY",
"ENDPOINT_DOWN",
"PORT_CLOSED",
"TLS_CERT_EXPIRED",
"... | float16 | {
"DNS_RESOLUTION": 3,
"PAD": 0,
"PHYSICAL_LINK": 1,
"SERVICE_ENDPOINT": 2,
"TLS_CERTIFICATE": 4
} | 45.958085 | netdecision-cuda-v2.0 | {
"edge_features": 10,
"event_count": 32,
"event_features": 8,
"flow_count": 48,
"flow_features": 12,
"max_edges": 96,
"max_nodes": 32,
"max_path_nodes": 12,
"node_features": 12,
"proof_bits": 20,
"query_features": 10,
"route_features": 8,
"route_rows": 64,
"telemetry_devices": 8,
"telemet... | 1,000,000 | NetDecision CUDA v2 | {
"CERTIFICATE": 6,
"CLIENT": 1,
"DNS": 5,
"PAD": 0,
"ROUTER": 2,
"SERVER": 3,
"SERVICE": 4
} | [
"All numeric corpus tensors are generated in batches on the requested device.",
"The injected target is never written into input tensors.",
"A separate deterministic tensor oracle re-derives decision_id.",
"The pre-fault counterfactual is oracle-validated as HEALTHY.",
"Off-path decoys are excluded from the... | {
"BGP": 1,
"OSPF": 0
} | 22,815.920291 | 1,048,576 | netdecision-tensor-schema-v2.0 | 20,261,007 | {
"test": 2,
"train": 0,
"validation": 1
} | complete | safetensors | 15 | 15,576 | {
"CHAIN": 0,
"DUAL_CORE": 2,
"RING": 1,
"SPARSE_MESH": 4,
"SPINE_LEAF": 3
} |
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
NetDecision CUDA v2
GPU-native typed network-decision dataset.
Task
typed graph + state + telemetry + query -> decision_id + location + action_id
The generator has no LLM labeler and no probabilistic oracle.
Files
Each part-*.safetensors shard contains fixed-shape tensors:
node_typenode_featuresedge_indexedge_typeedge_featuresquerytelemetryflowsrouteseventsproof_bitsdecision_idaction_idfault_entity_kindfault_entity_indexcounterfactual_decision_id- topology/split metadata
Deterministic quality controls
- Build a healthy network state.
- Run the tensor oracle and require
HEALTHY. - Mutate the network with one target fault.
- Add unrelated off-path decoys.
- Run the oracle again.
- Require oracle diagnosis == injected target.
- Write only validated batches.
Shape summary
- Nodes: 32
- Edges: 96
- Telemetry: 8 devices x 60 steps x 10 metrics
- Flows: 48 x 12
- Routes: 64 x 8
- Events: 32 x 8
See manifest.json for vocabularies and exact metadata.
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