| { |
| "metadata": { |
| "created": "2026-05-16", |
| "dataset_id": "synthetic_observable_sites_2026_05_16", |
| "policy_threshold_operations": 1e+25, |
| "scenario_count": 14, |
| "source_of_truth": [ |
| "observables/observables.yaml", |
| "observables/rules/README.md", |
| "observables/rules/source_ledger.yaml", |
| "observables/rules/feature_rule_index.yaml", |
| "observables/rules/derived_signals.yaml", |
| "observables/rules/capability_rules.yaml", |
| "observables/rules/training_core_rules.yaml", |
| "observables/rules/training_support_rules.yaml", |
| "observables/rules/discrepancy_rules.yaml", |
| "observables/rules/aggregation_rules.yaml" |
| ], |
| "synthetic_notice": "All site names, SKUs, telemetry, and workloads are synthetic. Numeric telemetry values are scenario fixtures, not vendor defaults.", |
| "thresholds_from_observable_rules": { |
| "benign_attribution_explanation_overlap_fraction": 0.8, |
| "max_attribution_overlap_fraction": 0.05, |
| "max_benchmark_duration_seconds": 7200.0, |
| "max_sparse_achieved_to_capacity_ratio": 1.1, |
| "min_activity_fabric_duration_seconds": 1800.0, |
| "min_activity_fabric_overlap_fraction": 0.5, |
| "min_activity_for_checkpoint_pair": 0.5, |
| "min_activity_for_fabric_pair": 0.55, |
| "min_activity_screen_duration_seconds": 600.0, |
| "min_activity_screen_score": 0.5, |
| "min_attribution_channel_coverage_fraction": 0.8, |
| "min_benchmark_like_cadence_score": 0.75, |
| "min_benchmark_regularity_score": 0.9, |
| "min_bytes_explained_fraction": 0.7, |
| "min_capacity_clock_alignment_confidence": 0.8, |
| "min_capacity_possible_coverage_fraction": 0.6, |
| "min_capacity_ruleout_coverage_fraction": 0.9, |
| "min_checkpoint_activity_adjacency_fraction": 0.5, |
| "min_checkpoint_pair_burst_count": 2.0, |
| "min_checkpoint_pair_score": 0.55, |
| "min_fabric_cadence_pair_score": 0.6, |
| "min_large_compute_coverage_fraction": 0.75, |
| "min_negative_screen_clock_alignment_confidence": 0.8, |
| "min_negative_screen_identity_coverage_fraction": 0.75, |
| "min_negative_screen_primary_coverage_fraction": 0.75, |
| "min_negative_screen_scope_mapping_coverage_fraction": 0.75, |
| "min_non_serving_pair_score": 0.6, |
| "min_operation_activity_overlap_fraction": 0.8, |
| "min_primary_B_channel_coverage_fraction": 0.75, |
| "min_serving_activity_overlap_fraction": 0.5, |
| "min_serving_channel_coverage_fraction": 0.8, |
| "min_serving_suppression_score": 0.7, |
| "min_sparse_capacity_conflict_coverage_fraction": 0.75, |
| "min_sparse_hpc_activity_score": 0.5, |
| "min_sparse_hpc_fabric_cadence_score": 0.6, |
| "min_sparse_hpc_overlap_fraction": 0.5, |
| "min_unattributed_activity_duration_seconds": 600.0, |
| "min_unattributed_activity_score": 0.7, |
| "policy_threshold_operations": 1e+25, |
| "unit_or_hidden_capacity_suppression_score": 0.7 |
| }, |
| "version": "0.1" |
| }, |
| "sites": [ |
| { |
| "audit_window": { |
| "end": "2026-05-01T00:00:00Z", |
| "start": "2026-04-01T00:00:00Z" |
| }, |
| "caveats": [ |
| "synthetic high-warning fixture, not a calibrated probability" |
| ], |
| "coverage": { |
| "achieved_ops": 0.94, |
| "activity": 0.94, |
| "attribution": 0.92, |
| "benchmark_hpc": 0.9, |
| "capacity": 0.96, |
| "clock_alignment": 0.93, |
| "fabric": 0.92, |
| "identity_shape": 0.92, |
| "scope_mapping": 0.94, |
| "serving": 0.9, |
| "storage": 0.92, |
| "storage_operations": 0.9 |
| }, |
| "expected": { |
| "A_capacity_gate_label": "capacity_possible_for_scope", |
| "B_training_candidate_detection_labels": [ |
| "large_compute_candidate", |
| "distributed_training_like_candidate", |
| "checkpoint_training_like_candidate", |
| "sparse_large_compute_training_like_candidate" |
| ], |
| "C_discrepancy_and_explanation_review_labels": [], |
| "capacity_short_circuit": false, |
| "final_route": "high_training_like_warning" |
| }, |
| "expected_algorithm_outputs": { |
| "aggregation_outputs": { |
| "A_capacity_gate": [ |
| "capacity_possible_for_scope" |
| ], |
| "B_training_candidate_detection": [ |
| "large_compute_candidate", |
| "distributed_training_like_candidate", |
| "checkpoint_training_like_candidate", |
| "sparse_large_compute_training_like_candidate" |
| ], |
| "C_discrepancy_and_explanation_review": [], |
| "final_claim_routing": [ |
| "high_training_like_warning" |
| ] |
| }, |
| "derived_signal_checks": { |
| "achieved_operations": 1.15e+25, |
| "activity_score": 0.91, |
| "capacity_upper_bound_operations": 4.2467328e+25, |
| "checkpoint_score": 0.82, |
| "fabric_cadence_score": 0.86 |
| }, |
| "final_route": "high_training_like_warning", |
| "minimal_sparse_labels": [ |
| "accelerator_count_threshold_capacity_screen", |
| "peak_rate_capacity_screen", |
| "threshold_scale_capacity_possible", |
| "accelerator_activity_screen", |
| "large_compute_candidate", |
| "collective_like_training_candidate", |
| "checkpoint_like_training_candidate", |
| "non_serving_accelerator_compute_candidate" |
| ] |
| }, |
| "normalized_signals": { |
| "achieved_operations": 1.15e+25, |
| "achieved_operations_unit_normalized": true, |
| "activity_duration_seconds": 2592000, |
| "activity_fabric_overlap_fraction": 0.82, |
| "activity_score": 0.88, |
| "attribution_overlap_fraction": 1.0, |
| "benchmark_duration_seconds": 2592000, |
| "benchmark_regularity_score": 0.0, |
| "bytes_explained_fraction": 0.0, |
| "capacity_adjustment_factor": 1.0, |
| "checkpoint_activity_adjacency_fraction": 0.78, |
| "checkpoint_burst_count": 3, |
| "checkpoint_periodicity_score": 0.82, |
| "collective_cadence_score": 0.86, |
| "health_throttle_conflict": false, |
| "hidden_or_unmonitored_capacity_possible": false, |
| "hpc_mpi_score": 0.0, |
| "hpc_overlap_fraction": 0.0, |
| "non_serving_score": 0.88, |
| "participant_count": 6144, |
| "physical_timeline_conflict": false, |
| "power_activity_conflict": false, |
| "serving_activity_overlap_fraction": 0.0, |
| "serving_counterevidence_score": 0.12, |
| "storage_operation_overlap_fraction": 0.0, |
| "topology_route_conflict": false |
| }, |
| "operator_context": { |
| "operator_type": "synthetic_monitored_operator", |
| "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", |
| "trust_tier": "synthetic_operator_signed" |
| }, |
| "raw_features": { |
| "accelerator_busy_or_utilization_fraction": [ |
| { |
| "sample_time": "2026-04-16T00:00:00Z", |
| "value": 0.88 |
| } |
| ], |
| "accelerator_compute_billing_usage_intervals": [ |
| { |
| "accelerator_shape_or_sku": "SYN-ACCEL", |
| "billing_usage_type": "synthetic_running_accelerator_usage", |
| "end_time": "2026-05-01T00:00:00Z", |
| "start_time": "2026-04-01T00:00:00Z", |
| "usage_quantity": 15925248000.0, |
| "usage_unit": "accelerator_seconds" |
| } |
| ], |
| "accelerator_count_by_family_sku": [ |
| { |
| "accelerator_family": "SYN", |
| "accelerator_sku": "SYN-ACCEL", |
| "count": 8192, |
| "form_factor": "synthetic_module", |
| "memory_class": "synthetic_high_bandwidth", |
| "valid_from": "2026-04-01T00:00:00Z", |
| "valid_to": "2026-05-01T00:00:00Z" |
| } |
| ], |
| "advertised_peak_rate_by_precision": [ |
| { |
| "peak_rate": 2000000000000000.0, |
| "precision_or_mode": "synthetic_tensor_ops", |
| "valid_from": "2026-04-01T00:00:00Z", |
| "valid_to": "2026-05-01T00:00:00Z" |
| } |
| ], |
| "allocated_accelerator_count_by_sku": [ |
| { |
| "accelerator_profile": "full", |
| "accelerator_sku": "SYN-ACCEL", |
| "count": 6144, |
| "end_time": "2026-05-01T00:00:00Z", |
| "partition_scope": "accelerator_pool", |
| "start_time": "2026-04-01T00:00:00Z" |
| } |
| ], |
| "compute_running_intervals": [ |
| { |
| "accelerator_count": 6144, |
| "accelerator_shape_or_sku": "SYN-ACCEL", |
| "compute_resource_state": "running", |
| "end_time": "2026-05-01T00:00:00Z", |
| "start_time": "2026-04-01T00:00:00Z" |
| } |
| ], |
| "electrical_service_status_intervals": [ |
| { |
| "end_time": "2026-05-01T00:00:00Z", |
| "service_capacity_mva": 8.192, |
| "service_capacity_mw": 7.3728, |
| "service_class": "synthetic_datacenter_service", |
| "service_status": "energized", |
| "service_voltage_kv": 34.5, |
| "start_time": "2026-04-01T00:00:00Z" |
| } |
| ], |
| "fabric_port_device_sample_counters": [ |
| { |
| "counter_name": "collective_cadence_score", |
| "counter_unit": "score_0_to_1", |
| "counter_value": 0.86, |
| "monitored_scope_category": "accelerator_pool", |
| "sample_time": "2026-04-16T00:00:00Z" |
| }, |
| { |
| "counter_name": "participant_count", |
| "counter_unit": "accelerators", |
| "counter_value": 6144, |
| "monitored_scope_category": "accelerator_pool", |
| "sample_time": "2026-04-16T00:00:00Z" |
| }, |
| { |
| "counter_name": "regularity_score", |
| "counter_unit": "score_0_to_1", |
| "counter_value": 0.0, |
| "monitored_scope_category": "accelerator_pool", |
| "sample_time": "2026-04-16T00:00:00Z" |
| } |
| ], |
| "generic_achieved_operation_rate": [ |
| { |
| "counter_scope": "accelerator_pool", |
| "operation_rate": 4.436728395061728e+18, |
| "operation_unit": "synthetic_normalized_operations", |
| "sample_time": "2026-04-16T00:00:00Z" |
| } |
| ], |
| "load_balancer_gateway_flow_activity": [ |
| { |
| "bytes": 120000000000000, |
| "connection_count": 1200000, |
| "end_time": "2026-05-01T00:00:00Z", |
| "start_time": "2026-04-01T00:00:00Z" |
| } |
| ], |
| "north_south_external_egress": [ |
| { |
| "bytes": 120000000000000, |
| "direction": "egress", |
| "end_time": "2026-05-01T00:00:00Z", |
| "flow_count": 120000, |
| "start_time": "2026-04-01T00:00:00Z" |
| } |
| ], |
| "object_storage_operation_counts": [ |
| { |
| "bytes": 820000000000000, |
| "end_time": "2026-04-07T00:45:00Z", |
| "object_count": 3486, |
| "object_count_type": "distinct_objects", |
| "operation_count": 9200, |
| "operation_type": "synthetic_checkpoint_state_write", |
| "start_time": "2026-04-07T00:00:00Z" |
| }, |
| { |
| "bytes": 820000000000000, |
| "end_time": "2026-04-13T00:45:00Z", |
| "object_count": 3486, |
| "object_count_type": "distinct_objects", |
| "operation_count": 9200, |
| "operation_type": "synthetic_checkpoint_state_write", |
| "start_time": "2026-04-13T00:00:00Z" |
| }, |
| { |
| "bytes": 820000000000000, |
| "end_time": "2026-04-19T00:45:00Z", |
| "object_count": 3486, |
| "object_count_type": "distinct_objects", |
| "operation_count": 9200, |
| "operation_type": "synthetic_checkpoint_state_write", |
| "start_time": "2026-04-19T00:00:00Z" |
| } |
| ], |
| "scaleout_fabric_domain_graph": [ |
| { |
| "link_bandwidth_gbps": 800, |
| "link_count": 32768, |
| "node_count": 1024, |
| "scaleout_fabric_type": "synthetic_low_latency_fabric", |
| "switch_count": 128, |
| "valid_from": "2026-04-01T00:00:00Z", |
| "valid_to": "2026-05-01T00:00:00Z" |
| } |
| ], |
| "scaleout_port_tx_rx_bytes_packets": [ |
| { |
| "rx_bytes": 8600000000000000, |
| "rx_packets": 860000000, |
| "sample_time": "2026-04-16T00:00:00Z", |
| "tx_bytes": 8600000000000000, |
| "tx_packets": 860000000 |
| } |
| ], |
| "storage_write_operation_bytes": [ |
| { |
| "end_time": "2026-04-07T00:45:00Z", |
| "start_time": "2026-04-07T00:00:00Z", |
| "write_bytes": 820000000000000, |
| "write_operation_count": 9200 |
| }, |
| { |
| "end_time": "2026-04-13T00:45:00Z", |
| "start_time": "2026-04-13T00:00:00Z", |
| "write_bytes": 820000000000000, |
| "write_operation_count": 9200 |
| }, |
| { |
| "end_time": "2026-04-19T00:45:00Z", |
| "start_time": "2026-04-19T00:00:00Z", |
| "write_bytes": 820000000000000, |
| "write_operation_count": 9200 |
| } |
| ], |
| "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ |
| { |
| "engine_scope": "all_accelerators", |
| "sample_time": "2026-04-16T00:00:00Z", |
| "value": 0.91 |
| } |
| ] |
| }, |
| "scenario_key": "A_clean_threshold_training", |
| "scenario_name": "Clean threshold-scale training-like run", |
| "scope": "site_a_clean_training/accelerator_pool", |
| "site_id": "site_a_clean_training" |
| }, |
| { |
| "audit_window": { |
| "end": "2026-04-06T00:00:00Z", |
| "start": "2026-04-03T00:00:00Z" |
| }, |
| "caveats": [ |
| "capacity is live but limited, so the negative claim depends on primary and identity-shape coverage" |
| ], |
| "coverage": { |
| "achieved_ops": 0.94, |
| "activity": 0.94, |
| "attribution": 0.92, |
| "benchmark_hpc": 0.9, |
| "capacity": 0.82, |
| "clock_alignment": 0.93, |
| "fabric": 0.92, |
| "identity_shape": 0.92, |
| "scope_mapping": 0.94, |
| "serving": 0.9, |
| "storage": 0.92, |
| "storage_operations": 0.9 |
| }, |
| "expected": { |
| "A_capacity_gate_label": "capacity_limited_but_not_ruled_out", |
| "B_training_candidate_detection_labels": [], |
| "C_discrepancy_and_explanation_review_labels": [ |
| "negative_screen_coverage_sufficient" |
| ], |
| "capacity_short_circuit": false, |
| "final_route": "no_training_like_candidate_detected_in_covered_live_segment" |
| }, |
| "expected_algorithm_outputs": { |
| "aggregation_outputs": { |
| "A_capacity_gate": [ |
| "capacity_limited_but_not_ruled_out" |
| ], |
| "B_training_candidate_detection": [], |
| "C_discrepancy_and_explanation_review": [ |
| "negative_screen_coverage_sufficient" |
| ], |
| "final_claim_routing": [ |
| "no_training_like_candidate_detected_in_covered_live_segment" |
| ] |
| }, |
| "derived_signal_checks": { |
| "achieved_operations": 0.0, |
| "activity_score": 0.08, |
| "capacity_upper_bound_operations": 4.2467328e+22, |
| "checkpoint_score": 0.0, |
| "fabric_cadence_score": 0.05 |
| }, |
| "final_route": "no_training_like_candidate_detected_in_covered_live_segment", |
| "minimal_sparse_labels": [ |
| "accelerator_count_threshold_capacity_screen", |
| "peak_rate_capacity_screen", |
| "threshold_scale_capacity_not_supported_sparse" |
| ] |
| }, |
| "normalized_signals": { |
| "achieved_operations": 0.0, |
| "achieved_operations_unit_normalized": true, |
| "activity_duration_seconds": 259200, |
| "activity_fabric_overlap_fraction": 0.0, |
| "activity_score": 0.05, |
| "attribution_overlap_fraction": 1.0, |
| "benchmark_duration_seconds": 259200, |
| "benchmark_regularity_score": 0.0, |
| "bytes_explained_fraction": 0.0, |
| "capacity_adjustment_factor": 1.0, |
| "checkpoint_activity_adjacency_fraction": 0.0, |
| "checkpoint_burst_count": 0, |
| "checkpoint_periodicity_score": 0.0, |
| "collective_cadence_score": 0.05, |
| "health_throttle_conflict": false, |
| "hidden_or_unmonitored_capacity_possible": false, |
| "hpc_mpi_score": 0.0, |
| "hpc_overlap_fraction": 0.0, |
| "non_serving_score": 0.85, |
| "participant_count": 0, |
| "physical_timeline_conflict": false, |
| "power_activity_conflict": false, |
| "serving_activity_overlap_fraction": 0.0, |
| "serving_counterevidence_score": 0.15000000000000002, |
| "storage_operation_overlap_fraction": 0.0, |
| "topology_route_conflict": false |
| }, |
| "operator_context": { |
| "operator_type": "synthetic_monitored_operator", |
| "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", |
| "trust_tier": "synthetic_operator_signed" |
| }, |
| "raw_features": { |
| "accelerator_busy_or_utilization_fraction": [ |
| { |
| "sample_time": "2026-04-04T12:00:00Z", |
| "value": 0.05 |
| } |
| ], |
| "accelerator_count_by_family_sku": [ |
| { |
| "accelerator_family": "SYN", |
| "accelerator_sku": "SYN-ACCEL", |
| "count": 1024, |
| "form_factor": "synthetic_module", |
| "memory_class": "synthetic_high_bandwidth", |
| "valid_from": "2026-04-03T00:00:00Z", |
| "valid_to": "2026-04-06T00:00:00Z" |
| } |
| ], |
| "advertised_peak_rate_by_precision": [ |
| { |
| "peak_rate": 160000000000000.0, |
| "precision_or_mode": "synthetic_tensor_ops", |
| "valid_from": "2026-04-03T00:00:00Z", |
| "valid_to": "2026-04-06T00:00:00Z" |
| } |
| ], |
| "electrical_service_status_intervals": [ |
| { |
| "end_time": "2026-04-06T00:00:00Z", |
| "service_capacity_mva": 1.024, |
| "service_capacity_mw": 0.9216, |
| "service_class": "synthetic_datacenter_service", |
| "service_status": "energized", |
| "service_voltage_kv": 34.5, |
| "start_time": "2026-04-03T00:00:00Z" |
| } |
| ], |
| "fabric_port_device_sample_counters": [ |
| { |
| "counter_name": "collective_cadence_score", |
| "counter_unit": "score_0_to_1", |
| "counter_value": 0.05, |
| "monitored_scope_category": "accelerator_pool", |
| "sample_time": "2026-04-04T12:00:00Z" |
| }, |
| { |
| "counter_name": "participant_count", |
| "counter_unit": "accelerators", |
| "counter_value": 0, |
| "monitored_scope_category": "accelerator_pool", |
| "sample_time": "2026-04-04T12:00:00Z" |
| }, |
| { |
| "counter_name": "regularity_score", |
| "counter_unit": "score_0_to_1", |
| "counter_value": 0.0, |
| "monitored_scope_category": "accelerator_pool", |
| "sample_time": "2026-04-04T12:00:00Z" |
| } |
| ], |
| "load_balancer_gateway_flow_activity": [ |
| { |
| "bytes": 150000000000000, |
| "connection_count": 1500000, |
| "end_time": "2026-04-06T00:00:00Z", |
| "start_time": "2026-04-03T00:00:00Z" |
| } |
| ], |
| "north_south_external_egress": [ |
| { |
| "bytes": 150000000000000, |
| "direction": "egress", |
| "end_time": "2026-04-06T00:00:00Z", |
| "flow_count": 150000, |
| "start_time": "2026-04-03T00:00:00Z" |
| } |
| ], |
| "scaleout_fabric_domain_graph": [ |
| { |
| "link_bandwidth_gbps": 800, |
| "link_count": 4096, |
| "node_count": 128, |
| "scaleout_fabric_type": "synthetic_low_latency_fabric", |
| "switch_count": 16, |
| "valid_from": "2026-04-03T00:00:00Z", |
| "valid_to": "2026-04-06T00:00:00Z" |
| } |
| ], |
| "scaleout_port_tx_rx_bytes_packets": [ |
| { |
| "rx_bytes": 500000000000000, |
| "rx_packets": 50000000, |
| "sample_time": "2026-04-04T12:00:00Z", |
| "tx_bytes": 500000000000000, |
| "tx_packets": 50000000 |
| } |
| ], |
| "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ |
| { |
| "engine_scope": "all_accelerators", |
| "sample_time": "2026-04-04T12:00:00Z", |
| "value": 0.08 |
| } |
| ] |
| }, |
| "scenario_key": "B_covered_negative", |
| "scenario_name": "Clean covered negative", |
| "scope": "site_b_covered_negative/accelerator_pool", |
| "site_id": "site_b_covered_negative" |
| }, |
| { |
| "audit_window": { |
| "end": "2026-04-12T00:00:00Z", |
| "start": "2026-04-05T00:00:00Z" |
| }, |
| "caveats": [ |
| "rule-out applies only to the monitored scope/window, hidden capacity remains outside the claim" |
| ], |
| "coverage": { |
| "achieved_ops": 0.94, |
| "activity": 0.94, |
| "attribution": 0.92, |
| "benchmark_hpc": 0.9, |
| "capacity": 0.97, |
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| "scope_mapping": 0.94, |
| "serving": 0.9, |
| "storage": 0.92, |
| "storage_operations": 0.9 |
| }, |
| "expected": { |
| "A_capacity_gate_label": "capacity_ruled_out_for_scope", |
| "B_training_candidate_detection_labels": [], |
| "C_discrepancy_and_explanation_review_labels": [], |
| "capacity_short_circuit": true, |
| "final_route": "capacity_ruled_out_for_scope" |
| }, |
| "expected_algorithm_outputs": { |
| "aggregation_outputs": { |
| "A_capacity_gate": [ |
| "capacity_ruled_out_for_scope" |
| ], |
| "B_training_candidate_detection": [], |
| "C_discrepancy_and_explanation_review": [], |
| "final_claim_routing": [ |
| "capacity_ruled_out_for_scope" |
| ] |
| }, |
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| "activity_score": 0.0, |
| "capacity_upper_bound_operations": 1.548288e+22, |
| "checkpoint_score": 0.0, |
| "fabric_cadence_score": 0.0 |
| }, |
| "final_route": "capacity_ruled_out_for_scope", |
| "minimal_sparse_labels": [ |
| "accelerator_count_threshold_capacity_screen", |
| "peak_rate_capacity_screen", |
| "threshold_scale_capacity_not_supported_sparse" |
| ] |
| }, |
| "normalized_signals": { |
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| "achieved_operations_unit_normalized": true, |
| "activity_duration_seconds": 604800, |
| "activity_fabric_overlap_fraction": 0.0, |
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| "benchmark_duration_seconds": 604800, |
| "benchmark_regularity_score": 0.0, |
| "bytes_explained_fraction": 0.0, |
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| "checkpoint_periodicity_score": 0.0, |
| "collective_cadence_score": 0.0, |
| "health_throttle_conflict": false, |
| "hidden_or_unmonitored_capacity_possible": false, |
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| "non_serving_score": 0.85, |
| "participant_count": 0, |
| "physical_timeline_conflict": false, |
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| "storage_operation_overlap_fraction": 0.0, |
| "topology_route_conflict": false |
| }, |
| "operator_context": { |
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| "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", |
| "trust_tier": "synthetic_operator_signed" |
| }, |
| "raw_features": { |
| "accelerator_count_by_family_sku": [ |
| { |
| "accelerator_family": "SYN", |
| "accelerator_sku": "SYN-ACCEL", |
| "count": 256, |
| "form_factor": "synthetic_module", |
| "memory_class": "synthetic_high_bandwidth", |
| "valid_from": "2026-04-05T00:00:00Z", |
| "valid_to": "2026-04-12T00:00:00Z" |
| } |
| ], |
| "advertised_peak_rate_by_precision": [ |
| { |
| "peak_rate": 100000000000000.0, |
| "precision_or_mode": "synthetic_tensor_ops", |
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| "valid_to": "2026-04-12T00:00:00Z" |
| } |
| ], |
| "electrical_service_status_intervals": [ |
| { |
| "end_time": "2026-04-12T00:00:00Z", |
| "service_capacity_mva": 0.256, |
| "service_capacity_mw": 0.2304, |
| "service_class": "synthetic_datacenter_service", |
| "service_status": "energized", |
| "service_voltage_kv": 34.5, |
| "start_time": "2026-04-05T00:00:00Z" |
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| ], |
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| { |
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| "end_time": "2026-04-12T00:00:00Z", |
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| ], |
| "north_south_external_egress": [ |
| { |
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| ], |
| "scaleout_fabric_domain_graph": [ |
| { |
| "link_bandwidth_gbps": 800, |
| "link_count": 1024, |
| "node_count": 32, |
| "scaleout_fabric_type": "synthetic_low_latency_fabric", |
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| } |
| ] |
| }, |
| "scenario_key": "C_capacity_ruled_out", |
| "scenario_name": "Capacity ruled out", |
| "scope": "site_c_capacity_ruleout/accelerator_pool", |
| "site_id": "site_c_capacity_ruleout" |
| }, |
| { |
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| "inconclusive_due_to_missingness" |
| ], |
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| "final_route": "inconclusive_due_to_missingness" |
| }, |
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| "capacity_possible_for_scope" |
| ], |
| "B_training_candidate_detection": [], |
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| "inconclusive_due_to_missingness" |
| ], |
| "final_claim_routing": [ |
| "inconclusive_due_to_missingness" |
| ] |
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| { |
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| "value": 0.04 |
| } |
| ], |
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| "accelerator_sku": "SYN-ACCEL", |
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| "form_factor": "synthetic_module", |
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| ], |
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| "service_capacity_mva": 4.096, |
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| { |
| "link_bandwidth_gbps": 800, |
| "link_count": 16384, |
| "node_count": 512, |
| "scaleout_fabric_type": "synthetic_low_latency_fabric", |
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| ], |
| "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ |
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| "value": 0.07 |
| } |
| ] |
| }, |
| "scenario_key": "D_missingness_blocks_negative_screen", |
| "scenario_name": "Missingness blocks negative screen", |
| "scope": "site_d_missing_negative_screen/accelerator_pool", |
| "site_id": "site_d_missing_negative_screen" |
| }, |
| { |
| "audit_window": { |
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| "start": "2026-04-09T00:00:00Z" |
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| "checkpoint_training_like_candidate" |
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| "candidate_explained_by_storage_operation" |
| ], |
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| "final_route": "candidate_explained_or_demoted" |
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| ], |
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| "checkpoint_training_like_candidate" |
| ], |
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| "candidate_explained_by_storage_operation" |
| ], |
| "final_claim_routing": [ |
| "candidate_explained_or_demoted" |
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| }, |
| "final_route": "candidate_explained_or_demoted", |
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| "accelerator_count_threshold_capacity_screen", |
| "peak_rate_capacity_screen", |
| "threshold_scale_capacity_possible", |
| "accelerator_activity_screen", |
| "checkpoint_like_training_candidate", |
| "non_serving_accelerator_compute_candidate", |
| "storage_operation_explanation_screen" |
| ] |
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| "normalized_signals": { |
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| }, |
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| "value": 0.76 |
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| ], |
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| { |
| "accelerator_shape_or_sku": "SYN-ACCEL", |
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| "accelerator_count_by_family_sku": [ |
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| "allocated_accelerator_count_by_sku": [ |
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| "accelerator_profile": "full", |
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| "partition_scope": "accelerator_pool", |
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| "compute_running_intervals": [ |
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| "end_time": "2026-04-13T07:36:25.714286Z", |
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| { |
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| "start_time": "2026-04-26T03:25:42.857143Z" |
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| { |
| "bytes": 840000000000000, |
| "end_time": "2026-04-30T11:02:08.571429Z", |
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| "operation_type": "synthetic_checkpoint_state_write", |
| "start_time": "2026-04-30T10:17:08.571429Z" |
| } |
| ], |
| "scaleout_fabric_domain_graph": [ |
| { |
| "link_bandwidth_gbps": 800, |
| "link_count": 16384, |
| "node_count": 512, |
| "scaleout_fabric_type": "synthetic_low_latency_fabric", |
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| "valid_to": "2026-05-09T00:00:00Z" |
| } |
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| "scaleout_port_tx_rx_bytes_packets": [ |
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| { |
| "bytes_moved": 8800000000000000, |
| "end_time": "2026-05-09T00:00:00Z", |
| "operation_type": "backup", |
| "start_time": "2026-04-09T00:00:00Z" |
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| ], |
| "storage_write_operation_bytes": [ |
| { |
| "end_time": "2026-04-13T07:36:25.714286Z", |
| "start_time": "2026-04-13T06:51:25.714286Z", |
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| { |
| "end_time": "2026-04-17T14:27:51.428571Z", |
| "start_time": "2026-04-17T13:42:51.428571Z", |
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| { |
| "end_time": "2026-04-21T21:19:17.142857Z", |
| "start_time": "2026-04-21T20:34:17.142857Z", |
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| { |
| "end_time": "2026-04-26T04:10:42.857143Z", |
| "start_time": "2026-04-26T03:25:42.857143Z", |
| "write_bytes": 840000000000000, |
| "write_operation_count": 9400 |
| }, |
| { |
| "end_time": "2026-04-30T11:02:08.571429Z", |
| "start_time": "2026-04-30T10:17:08.571429Z", |
| "write_bytes": 840000000000000, |
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| } |
| ], |
| "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ |
| { |
| "engine_scope": "all_accelerators", |
| "sample_time": "2026-04-24T00:00:00Z", |
| "value": 0.79 |
| } |
| ] |
| }, |
| "scenario_key": "E_storage_operation_explains_checkpoint", |
| "scenario_name": "Storage operation explains checkpoint-like candidate", |
| "scope": "site_e_storage_explains_checkpoint/accelerator_pool", |
| "site_id": "site_e_storage_explains_checkpoint" |
| }, |
| { |
| "audit_window": { |
| "end": "2026-05-11T00:00:00Z", |
| "start": "2026-04-11T00:00:00Z" |
| }, |
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| ], |
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| "storage": 0.92, |
| "storage_operations": 0.9 |
| }, |
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| "B_training_candidate_detection_labels": [ |
| "large_compute_candidate" |
| ], |
| "C_discrepancy_and_explanation_review_labels": [ |
| "candidate_explained_by_serving" |
| ], |
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| "final_route": "candidate_explained_or_demoted" |
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| "expected_algorithm_outputs": { |
| "aggregation_outputs": { |
| "A_capacity_gate": [ |
| "capacity_possible_for_scope" |
| ], |
| "B_training_candidate_detection": [ |
| "large_compute_candidate" |
| ], |
| "C_discrepancy_and_explanation_review": [ |
| "candidate_explained_by_serving" |
| ], |
| "final_claim_routing": [ |
| "candidate_explained_or_demoted" |
| ] |
| }, |
| "derived_signal_checks": { |
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| "capacity_upper_bound_operations": 2.1233664e+25, |
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| "fabric_cadence_score": 0.2 |
| }, |
| "final_route": "candidate_explained_or_demoted", |
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| "accelerator_count_threshold_capacity_screen", |
| "peak_rate_capacity_screen", |
| "threshold_scale_capacity_possible", |
| "accelerator_activity_screen", |
| "large_compute_candidate", |
| "serving_like_counterevidence_screen" |
| ] |
| }, |
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| "activity_duration_seconds": 2592000, |
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| "storage_operation_overlap_fraction": 0.0, |
| "topology_route_conflict": false |
| }, |
| "operator_context": { |
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| "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", |
| "trust_tier": "synthetic_operator_signed" |
| }, |
| "raw_features": { |
| "accelerator_busy_or_utilization_fraction": [ |
| { |
| "sample_time": "2026-04-26T00:00:00Z", |
| "value": 0.82 |
| } |
| ], |
| "accelerator_compute_billing_usage_intervals": [ |
| { |
| "accelerator_shape_or_sku": "SYN-ACCEL", |
| "billing_usage_type": "synthetic_running_accelerator_usage", |
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| "start_time": "2026-04-11T00:00:00Z", |
| "usage_quantity": 8703936000.0, |
| "usage_unit": "accelerator_seconds" |
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| ], |
| "accelerator_count_by_family_sku": [ |
| { |
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| "accelerator_sku": "SYN-ACCEL", |
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| "form_factor": "synthetic_module", |
| "memory_class": "synthetic_high_bandwidth", |
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| "valid_to": "2026-05-11T00:00:00Z" |
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| ], |
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| "accelerator_sku": "SYN-ACCEL", |
| "count": 3358, |
| "end_time": "2026-05-11T00:00:00Z", |
| "partition_scope": "accelerator_pool", |
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| ], |
| "compute_running_intervals": [ |
| { |
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| "end_time": "2026-05-11T00:00:00Z", |
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| ], |
| "electrical_service_status_intervals": [ |
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| ], |
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| "monitored_scope_category": "accelerator_pool", |
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| "operation_type": "synthetic_checkpoint_state_write", |
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| { |
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| "operation_type": "synthetic_checkpoint_state_write", |
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| { |
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| "node_count": 512, |
| "scaleout_fabric_type": "synthetic_low_latency_fabric", |
| "switch_count": 64, |
| "valid_from": "2026-04-11T00:00:00Z", |
| "valid_to": "2026-05-11T00:00:00Z" |
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| "scaleout_port_tx_rx_bytes_packets": [ |
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| "tx_packets": 200000000 |
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| "storage_write_operation_bytes": [ |
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| { |
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| "write_bytes": 100000000000000, |
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| { |
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| "write_bytes": 100000000000000, |
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| "sample_time": "2026-04-26T00:00:00Z", |
| "value": 0.85 |
| } |
| ] |
| }, |
| "scenario_key": "F_serving_inference_counterevidence", |
| "scenario_name": "Serving or inference-like counterevidence", |
| "scope": "site_f_serving_counterevidence/accelerator_pool", |
| "site_id": "site_f_serving_counterevidence" |
| }, |
| { |
| "audit_window": { |
| "end": "2026-05-13T00:00:00Z", |
| "start": "2026-04-13T00:00:00Z" |
| }, |
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| "fabric-heavy collective behavior is benchmark/HPC-like" |
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| "coverage": { |
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| "storage": 0.92, |
| "storage_operations": 0.9 |
| }, |
| "expected": { |
| "A_capacity_gate_label": "capacity_possible_for_scope", |
| "B_training_candidate_detection_labels": [ |
| "distributed_training_like_candidate" |
| ], |
| "C_discrepancy_and_explanation_review_labels": [ |
| "candidate_benchmark_like", |
| "candidate_hpc_mpi_alternative" |
| ], |
| "capacity_short_circuit": false, |
| "final_route": "candidate_explained_or_demoted" |
| }, |
| "expected_algorithm_outputs": { |
| "aggregation_outputs": { |
| "A_capacity_gate": [ |
| "capacity_possible_for_scope" |
| ], |
| "B_training_candidate_detection": [ |
| "distributed_training_like_candidate" |
| ], |
| "C_discrepancy_and_explanation_review": [ |
| "candidate_benchmark_like", |
| "candidate_hpc_mpi_alternative" |
| ], |
| "final_claim_routing": [ |
| "candidate_explained_or_demoted" |
| ] |
| }, |
| "derived_signal_checks": { |
| "achieved_operations": 4.2e+24, |
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| "capacity_upper_bound_operations": 2.1233664e+25, |
| "checkpoint_score": 0.05, |
| "fabric_cadence_score": 0.89 |
| }, |
| "final_route": "candidate_explained_or_demoted", |
| "minimal_sparse_labels": [ |
| "accelerator_count_threshold_capacity_screen", |
| "peak_rate_capacity_screen", |
| "threshold_scale_capacity_possible", |
| "accelerator_activity_screen", |
| "collective_like_training_candidate", |
| "non_serving_accelerator_compute_candidate", |
| "benchmark_or_hpc_alternative_screen" |
| ] |
| }, |
| "normalized_signals": { |
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| "achieved_operations_unit_normalized": true, |
| "activity_duration_seconds": 2592000, |
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| "non_serving_score": 0.82, |
| "participant_count": 3072, |
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| "serving_activity_overlap_fraction": 0.0, |
| "serving_counterevidence_score": 0.18000000000000005, |
| "storage_operation_overlap_fraction": 0.0, |
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| }, |
| "operator_context": { |
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| "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", |
| "trust_tier": "synthetic_operator_signed" |
| }, |
| "raw_features": { |
| "accelerator_busy_or_utilization_fraction": [ |
| { |
| "sample_time": "2026-04-28T00:00:00Z", |
| "value": 0.86 |
| } |
| ], |
| "accelerator_compute_billing_usage_intervals": [ |
| { |
| "accelerator_shape_or_sku": "SYN-ACCEL", |
| "billing_usage_type": "synthetic_running_accelerator_usage", |
| "end_time": "2026-05-13T00:00:00Z", |
| "start_time": "2026-04-13T00:00:00Z", |
| "usage_quantity": 7962624000.0, |
| "usage_unit": "accelerator_seconds" |
| } |
| ], |
| "accelerator_count_by_family_sku": [ |
| { |
| "accelerator_family": "SYN", |
| "accelerator_sku": "SYN-ACCEL", |
| "count": 4096, |
| "form_factor": "synthetic_module", |
| "memory_class": "synthetic_high_bandwidth", |
| "valid_from": "2026-04-13T00:00:00Z", |
| "valid_to": "2026-05-13T00:00:00Z" |
| } |
| ], |
| "advertised_peak_rate_by_precision": [ |
| { |
| "peak_rate": 2000000000000000.0, |
| "precision_or_mode": "synthetic_tensor_ops", |
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| "valid_to": "2026-05-13T00:00:00Z" |
| } |
| ], |
| "allocated_accelerator_count_by_sku": [ |
| { |
| "accelerator_profile": "full", |
| "accelerator_sku": "SYN-ACCEL", |
| "count": 3072, |
| "end_time": "2026-05-13T00:00:00Z", |
| "partition_scope": "accelerator_pool", |
| "start_time": "2026-04-13T00:00:00Z" |
| } |
| ], |
| "compute_running_intervals": [ |
| { |
| "accelerator_count": 3072, |
| "accelerator_shape_or_sku": "SYN-ACCEL", |
| "compute_resource_state": "running", |
| "end_time": "2026-05-13T00:00:00Z", |
| "start_time": "2026-04-13T00:00:00Z" |
| } |
| ], |
| "electrical_service_status_intervals": [ |
| { |
| "end_time": "2026-05-13T00:00:00Z", |
| "service_capacity_mva": 4.096, |
| "service_capacity_mw": 3.6864, |
| "service_class": "synthetic_datacenter_service", |
| "service_status": "energized", |
| "service_voltage_kv": 34.5, |
| "start_time": "2026-04-13T00:00:00Z" |
| } |
| ], |
| "fabric_port_device_sample_counters": [ |
| { |
| "counter_name": "collective_cadence_score", |
| "counter_unit": "score_0_to_1", |
| "counter_value": 0.89, |
| "monitored_scope_category": "accelerator_pool", |
| "sample_time": "2026-04-28T00:00:00Z" |
| }, |
| { |
| "counter_name": "participant_count", |
| "counter_unit": "accelerators", |
| "counter_value": 3072, |
| "monitored_scope_category": "accelerator_pool", |
| "sample_time": "2026-04-28T00:00:00Z" |
| }, |
| { |
| "counter_name": "regularity_score", |
| "counter_unit": "score_0_to_1", |
| "counter_value": 0.94, |
| "monitored_scope_category": "accelerator_pool", |
| "sample_time": "2026-04-28T00:00:00Z" |
| } |
| ], |
| "generic_achieved_operation_rate": [ |
| { |
| "counter_scope": "accelerator_pool", |
| "operation_rate": 1.6203703703703706e+18, |
| "operation_unit": "synthetic_normalized_operations", |
| "sample_time": "2026-04-28T00:00:00Z" |
| } |
| ], |
| "load_balancer_gateway_flow_activity": [ |
| { |
| "bytes": 180000000000000, |
| "connection_count": 1800000, |
| "end_time": "2026-05-13T00:00:00Z", |
| "start_time": "2026-04-13T00:00:00Z" |
| } |
| ], |
| "north_south_external_egress": [ |
| { |
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| "direction": "egress", |
| "end_time": "2026-05-13T00:00:00Z", |
| "flow_count": 180000, |
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| } |
| ], |
| "object_storage_operation_counts": [ |
| { |
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| "end_time": "2026-04-19T00:45:00Z", |
| "object_count": 332, |
| "object_count_type": "distinct_objects", |
| "operation_count": 1500, |
| "operation_type": "synthetic_checkpoint_state_write", |
| "start_time": "2026-04-19T00:00:00Z" |
| }, |
| { |
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| { |
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| "operation_type": "synthetic_checkpoint_state_write", |
| "start_time": "2026-05-01T00:00:00Z" |
| } |
| ], |
| "scaleout_fabric_domain_graph": [ |
| { |
| "link_bandwidth_gbps": 800, |
| "link_count": 16384, |
| "node_count": 512, |
| "scaleout_fabric_type": "synthetic_low_latency_fabric", |
| "switch_count": 64, |
| "valid_from": "2026-04-13T00:00:00Z", |
| "valid_to": "2026-05-13T00:00:00Z" |
| } |
| ], |
| "scaleout_port_tx_rx_bytes_packets": [ |
| { |
| "rx_bytes": 8900000000000000, |
| "rx_packets": 890000000, |
| "sample_time": "2026-04-28T00:00:00Z", |
| "tx_bytes": 8900000000000000, |
| "tx_packets": 890000000 |
| } |
| ], |
| "storage_write_operation_bytes": [ |
| { |
| "end_time": "2026-04-19T00:45:00Z", |
| "start_time": "2026-04-19T00:00:00Z", |
| "write_bytes": 50000000000000, |
| "write_operation_count": 1500 |
| }, |
| { |
| "end_time": "2026-04-25T00:45:00Z", |
| "start_time": "2026-04-25T00:00:00Z", |
| "write_bytes": 50000000000000, |
| "write_operation_count": 1500 |
| }, |
| { |
| "end_time": "2026-05-01T00:45:00Z", |
| "start_time": "2026-05-01T00:00:00Z", |
| "write_bytes": 50000000000000, |
| "write_operation_count": 1500 |
| } |
| ], |
| "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ |
| { |
| "engine_scope": "all_accelerators", |
| "sample_time": "2026-04-28T00:00:00Z", |
| "value": 0.89 |
| } |
| ] |
| }, |
| "scenario_key": "G_hpc_mpi_benchmark_alternative", |
| "scenario_name": "HPC/MPI or benchmark alternative", |
| "scope": "site_g_hpc_benchmark_alternative/accelerator_pool", |
| "site_id": "site_g_hpc_benchmark_alternative" |
| }, |
| { |
| "audit_window": { |
| "end": "2026-05-15T00:00:00Z", |
| "start": "2026-04-15T00:00:00Z" |
| }, |
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| ], |
| "coverage": { |
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| "benchmark_hpc": 0.9, |
| "capacity": 0.96, |
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| "identity_shape": 0.92, |
| "scope_mapping": 0.94, |
| "serving": 0.9, |
| "storage": 0.92, |
| "storage_operations": 0.9 |
| }, |
| "expected": { |
| "A_capacity_gate_label": "capacity_possible_for_scope", |
| "B_training_candidate_detection_labels": [ |
| "large_compute_candidate" |
| ], |
| "C_discrepancy_and_explanation_review_labels": [ |
| "capacity_claim_conflict", |
| "integrity_review_required" |
| ], |
| "capacity_short_circuit": false, |
| "final_route": "integrity_review_required" |
| }, |
| "expected_algorithm_outputs": { |
| "aggregation_outputs": { |
| "A_capacity_gate": [ |
| "capacity_possible_for_scope" |
| ], |
| "B_training_candidate_detection": [ |
| "large_compute_candidate" |
| ], |
| "C_discrepancy_and_explanation_review": [ |
| "capacity_claim_conflict", |
| "integrity_review_required" |
| ], |
| "final_claim_routing": [ |
| "integrity_review_required" |
| ] |
| }, |
| "derived_signal_checks": { |
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| "activity_score": 0.81, |
| "capacity_upper_bound_operations": 1.0616832e+25, |
| "checkpoint_score": 0.0, |
| "fabric_cadence_score": 0.3 |
| }, |
| "final_route": "integrity_review_required", |
| "minimal_sparse_labels": [ |
| "accelerator_count_threshold_capacity_screen", |
| "peak_rate_capacity_screen", |
| "threshold_scale_capacity_possible", |
| "accelerator_activity_screen", |
| "large_compute_candidate", |
| "non_serving_accelerator_compute_candidate" |
| ] |
| }, |
| "normalized_signals": { |
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| "achieved_operations_unit_normalized": true, |
| "activity_duration_seconds": 2592000, |
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| "hidden_or_unmonitored_capacity_possible": false, |
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| "non_serving_score": 0.78, |
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| "serving_counterevidence_score": 0.21999999999999997, |
| "storage_operation_overlap_fraction": 0.0, |
| "topology_route_conflict": false |
| }, |
| "operator_context": { |
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| "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", |
| "trust_tier": "synthetic_operator_signed" |
| }, |
| "raw_features": { |
| "accelerator_busy_or_utilization_fraction": [ |
| { |
| "sample_time": "2026-04-30T00:00:00Z", |
| "value": 0.78 |
| } |
| ], |
| "accelerator_compute_billing_usage_intervals": [ |
| { |
| "accelerator_shape_or_sku": "SYN-ACCEL", |
| "billing_usage_type": "synthetic_running_accelerator_usage", |
| "end_time": "2026-05-15T00:00:00Z", |
| "start_time": "2026-04-15T00:00:00Z", |
| "usage_quantity": 4139424000.0, |
| "usage_unit": "accelerator_seconds" |
| } |
| ], |
| "accelerator_count_by_family_sku": [ |
| { |
| "accelerator_family": "SYN", |
| "accelerator_sku": "SYN-ACCEL", |
| "count": 2048, |
| "form_factor": "synthetic_module", |
| "memory_class": "synthetic_high_bandwidth", |
| "valid_from": "2026-04-15T00:00:00Z", |
| "valid_to": "2026-05-15T00:00:00Z" |
| } |
| ], |
| "advertised_peak_rate_by_precision": [ |
| { |
| "peak_rate": 2000000000000000.0, |
| "precision_or_mode": "synthetic_tensor_ops", |
| "valid_from": "2026-04-15T00:00:00Z", |
| "valid_to": "2026-05-15T00:00:00Z" |
| } |
| ], |
| "allocated_accelerator_count_by_sku": [ |
| { |
| "accelerator_profile": "full", |
| "accelerator_sku": "SYN-ACCEL", |
| "count": 1597, |
| "end_time": "2026-05-15T00:00:00Z", |
| "partition_scope": "accelerator_pool", |
| "start_time": "2026-04-15T00:00:00Z" |
| } |
| ], |
| "compute_running_intervals": [ |
| { |
| "accelerator_count": 1597, |
| "accelerator_shape_or_sku": "SYN-ACCEL", |
| "compute_resource_state": "running", |
| "end_time": "2026-05-15T00:00:00Z", |
| "start_time": "2026-04-15T00:00:00Z" |
| } |
| ], |
| "electrical_service_status_intervals": [ |
| { |
| "end_time": "2026-05-15T00:00:00Z", |
| "service_capacity_mva": 2.048, |
| "service_capacity_mw": 1.8432, |
| "service_class": "synthetic_datacenter_service", |
| "service_status": "energized", |
| "service_voltage_kv": 34.5, |
| "start_time": "2026-04-15T00:00:00Z" |
| } |
| ], |
| "fabric_port_device_sample_counters": [ |
| { |
| "counter_name": "collective_cadence_score", |
| "counter_unit": "score_0_to_1", |
| "counter_value": 0.3, |
| "monitored_scope_category": "accelerator_pool", |
| "sample_time": "2026-04-30T00:00:00Z" |
| }, |
| { |
| "counter_name": "participant_count", |
| "counter_unit": "accelerators", |
| "counter_value": 0, |
| "monitored_scope_category": "accelerator_pool", |
| "sample_time": "2026-04-30T00:00:00Z" |
| }, |
| { |
| "counter_name": "regularity_score", |
| "counter_unit": "score_0_to_1", |
| "counter_value": 0.0, |
| "monitored_scope_category": "accelerator_pool", |
| "sample_time": "2026-04-30T00:00:00Z" |
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| ], |
| "generic_achieved_operation_rate": [ |
| { |
| "counter_scope": "accelerator_pool", |
| "operation_rate": 5.208333333333333e+18, |
| "operation_unit": "synthetic_normalized_operations", |
| "sample_time": "2026-04-30T00:00:00Z" |
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| ], |
| "load_balancer_gateway_flow_activity": [ |
| { |
| "bytes": 219999999999999, |
| "connection_count": 2199999, |
| "end_time": "2026-05-15T00:00:00Z", |
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| ], |
| "north_south_external_egress": [ |
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| "direction": "egress", |
| "end_time": "2026-05-15T00:00:00Z", |
| "flow_count": 219999, |
| "start_time": "2026-04-15T00:00:00Z" |
| } |
| ], |
| "scaleout_fabric_domain_graph": [ |
| { |
| "link_bandwidth_gbps": 800, |
| "link_count": 8192, |
| "node_count": 256, |
| "scaleout_fabric_type": "synthetic_low_latency_fabric", |
| "switch_count": 32, |
| "valid_from": "2026-04-15T00:00:00Z", |
| "valid_to": "2026-05-15T00:00:00Z" |
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| ], |
| "scaleout_port_tx_rx_bytes_packets": [ |
| { |
| "rx_bytes": 3000000000000000, |
| "rx_packets": 300000000, |
| "sample_time": "2026-04-30T00:00:00Z", |
| "tx_bytes": 3000000000000000, |
| "tx_packets": 300000000 |
| } |
| ], |
| "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ |
| { |
| "engine_scope": "all_accelerators", |
| "sample_time": "2026-04-30T00:00:00Z", |
| "value": 0.81 |
| } |
| ] |
| }, |
| "scenario_key": "H_capacity_claim_conflict", |
| "scenario_name": "Capacity claim conflict", |
| "scope": "site_h_capacity_claim_conflict/accelerator_pool", |
| "site_id": "site_h_capacity_claim_conflict" |
| }, |
| { |
| "audit_window": { |
| "end": "2026-05-17T00:00:00Z", |
| "start": "2026-04-17T00:00:00Z" |
| }, |
| "caveats": [ |
| "activity attribution channel is covered but lacks allocation/running/billing overlap" |
| ], |
| "coverage": { |
| "achieved_ops": 0.94, |
| "activity": 0.94, |
| "attribution": 0.94, |
| "benchmark_hpc": 0.9, |
| "capacity": 0.96, |
| "clock_alignment": 0.93, |
| "fabric": 0.92, |
| "identity_shape": 0.92, |
| "scope_mapping": 0.94, |
| "serving": 0.9, |
| "storage": 0.92, |
| "storage_operations": 0.9 |
| }, |
| "expected": { |
| "A_capacity_gate_label": "capacity_possible_for_scope", |
| "B_training_candidate_detection_labels": [ |
| "distributed_training_like_candidate" |
| ], |
| "C_discrepancy_and_explanation_review_labels": [ |
| "activity_attribution_conflict", |
| "integrity_review_required" |
| ], |
| "capacity_short_circuit": false, |
| "final_route": "integrity_review_required" |
| }, |
| "expected_algorithm_outputs": { |
| "aggregation_outputs": { |
| "A_capacity_gate": [ |
| "capacity_possible_for_scope" |
| ], |
| "B_training_candidate_detection": [ |
| "distributed_training_like_candidate" |
| ], |
| "C_discrepancy_and_explanation_review": [ |
| "activity_attribution_conflict", |
| "integrity_review_required" |
| ], |
| "final_claim_routing": [ |
| "integrity_review_required" |
| ] |
| }, |
| "derived_signal_checks": { |
| "achieved_operations": 4e+24, |
| "activity_score": 0.91, |
| "capacity_upper_bound_operations": 2.1233664e+25, |
| "checkpoint_score": 0.0, |
| "fabric_cadence_score": 0.74 |
| }, |
| "final_route": "integrity_review_required", |
| "minimal_sparse_labels": [ |
| "accelerator_count_threshold_capacity_screen", |
| "peak_rate_capacity_screen", |
| "threshold_scale_capacity_possible", |
| "accelerator_activity_screen", |
| "collective_like_training_candidate", |
| "non_serving_accelerator_compute_candidate" |
| ] |
| }, |
| "normalized_signals": { |
| "achieved_operations": 4e+24, |
| "achieved_operations_unit_normalized": true, |
| "activity_duration_seconds": 2592000, |
| "activity_fabric_overlap_fraction": 0.82, |
| "activity_score": 0.88, |
| "attribution_overlap_fraction": 0.0, |
| "benchmark_duration_seconds": 2592000, |
| "benchmark_regularity_score": 0.0, |
| "bytes_explained_fraction": 0.0, |
| "capacity_adjustment_factor": 1.0, |
| "checkpoint_activity_adjacency_fraction": 0.0, |
| "checkpoint_burst_count": 0, |
| "checkpoint_periodicity_score": 0.0, |
| "collective_cadence_score": 0.74, |
| "health_throttle_conflict": false, |
| "hidden_or_unmonitored_capacity_possible": false, |
| "hpc_mpi_score": 0.0, |
| "hpc_overlap_fraction": 0.0, |
| "non_serving_score": 0.82, |
| "participant_count": 2048, |
| "physical_timeline_conflict": false, |
| "power_activity_conflict": false, |
| "serving_activity_overlap_fraction": 0.0, |
| "serving_counterevidence_score": 0.18000000000000005, |
| "storage_operation_overlap_fraction": 0.0, |
| "topology_route_conflict": false |
| }, |
| "operator_context": { |
| "operator_type": "synthetic_monitored_operator", |
| "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", |
| "trust_tier": "synthetic_operator_signed" |
| }, |
| "raw_features": { |
| "accelerator_busy_or_utilization_fraction": [ |
| { |
| "sample_time": "2026-05-02T00:00:00Z", |
| "value": 0.88 |
| } |
| ], |
| "accelerator_count_by_family_sku": [ |
| { |
| "accelerator_family": "SYN", |
| "accelerator_sku": "SYN-ACCEL", |
| "count": 4096, |
| "form_factor": "synthetic_module", |
| "memory_class": "synthetic_high_bandwidth", |
| "valid_from": "2026-04-17T00:00:00Z", |
| "valid_to": "2026-05-17T00:00:00Z" |
| } |
| ], |
| "advertised_peak_rate_by_precision": [ |
| { |
| "peak_rate": 2000000000000000.0, |
| "precision_or_mode": "synthetic_tensor_ops", |
| "valid_from": "2026-04-17T00:00:00Z", |
| "valid_to": "2026-05-17T00:00:00Z" |
| } |
| ], |
| "electrical_service_status_intervals": [ |
| { |
| "end_time": "2026-05-17T00:00:00Z", |
| "service_capacity_mva": 4.096, |
| "service_capacity_mw": 3.6864, |
| "service_class": "synthetic_datacenter_service", |
| "service_status": "energized", |
| "service_voltage_kv": 34.5, |
| "start_time": "2026-04-17T00:00:00Z" |
| } |
| ], |
| "fabric_port_device_sample_counters": [ |
| { |
| "counter_name": "collective_cadence_score", |
| "counter_unit": "score_0_to_1", |
| "counter_value": 0.74, |
| "monitored_scope_category": "accelerator_pool", |
| "sample_time": "2026-05-02T00:00:00Z" |
| }, |
| { |
| "counter_name": "participant_count", |
| "counter_unit": "accelerators", |
| "counter_value": 2048, |
| "monitored_scope_category": "accelerator_pool", |
| "sample_time": "2026-05-02T00:00:00Z" |
| }, |
| { |
| "counter_name": "regularity_score", |
| "counter_unit": "score_0_to_1", |
| "counter_value": 0.0, |
| "monitored_scope_category": "accelerator_pool", |
| "sample_time": "2026-05-02T00:00:00Z" |
| } |
| ], |
| "generic_achieved_operation_rate": [ |
| { |
| "counter_scope": "accelerator_pool", |
| "operation_rate": 1.5432098765432097e+18, |
| "operation_unit": "synthetic_normalized_operations", |
| "sample_time": "2026-05-02T00:00:00Z" |
| } |
| ], |
| "load_balancer_gateway_flow_activity": [ |
| { |
| "bytes": 180000000000000, |
| "connection_count": 1800000, |
| "end_time": "2026-05-17T00:00:00Z", |
| "start_time": "2026-04-17T00:00:00Z" |
| } |
| ], |
| "north_south_external_egress": [ |
| { |
| "bytes": 180000000000000, |
| "direction": "egress", |
| "end_time": "2026-05-17T00:00:00Z", |
| "flow_count": 180000, |
| "start_time": "2026-04-17T00:00:00Z" |
| } |
| ], |
| "scaleout_fabric_domain_graph": [ |
| { |
| "link_bandwidth_gbps": 800, |
| "link_count": 16384, |
| "node_count": 512, |
| "scaleout_fabric_type": "synthetic_low_latency_fabric", |
| "switch_count": 64, |
| "valid_from": "2026-04-17T00:00:00Z", |
| "valid_to": "2026-05-17T00:00:00Z" |
| } |
| ], |
| "scaleout_port_tx_rx_bytes_packets": [ |
| { |
| "rx_bytes": 7400000000000000, |
| "rx_packets": 740000000, |
| "sample_time": "2026-05-02T00:00:00Z", |
| "tx_bytes": 7400000000000000, |
| "tx_packets": 740000000 |
| } |
| ], |
| "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ |
| { |
| "engine_scope": "all_accelerators", |
| "sample_time": "2026-05-02T00:00:00Z", |
| "value": 0.91 |
| } |
| ] |
| }, |
| "scenario_key": "I_activity_attribution_conflict", |
| "scenario_name": "Activity attribution conflict", |
| "scope": "site_i_activity_attribution_conflict/accelerator_pool", |
| "site_id": "site_i_activity_attribution_conflict" |
| }, |
| { |
| "audit_window": { |
| "end": "2026-05-19T00:00:00Z", |
| "start": "2026-04-19T00:00:00Z" |
| }, |
| "caveats": [ |
| "physical and topology contradictions block ordinary candidate routing" |
| ], |
| "coverage": { |
| "achieved_ops": 0.94, |
| "activity": 0.94, |
| "attribution": 0.92, |
| "benchmark_hpc": 0.9, |
| "capacity": 0.96, |
| "clock_alignment": 0.93, |
| "fabric": 0.92, |
| "identity_shape": 0.92, |
| "scope_mapping": 0.94, |
| "serving": 0.9, |
| "storage": 0.92, |
| "storage_operations": 0.9 |
| }, |
| "expected": { |
| "A_capacity_gate_label": "capacity_possible_for_scope", |
| "B_training_candidate_detection_labels": [ |
| "distributed_training_like_candidate", |
| "checkpoint_training_like_candidate" |
| ], |
| "C_discrepancy_and_explanation_review_labels": [ |
| "physical_timeline_conflict", |
| "health_throttle_conflict", |
| "topology_route_conflict", |
| "power_activity_conflict", |
| "integrity_review_required" |
| ], |
| "capacity_short_circuit": false, |
| "final_route": "integrity_review_required" |
| }, |
| "expected_algorithm_outputs": { |
| "aggregation_outputs": { |
| "A_capacity_gate": [ |
| "capacity_possible_for_scope" |
| ], |
| "B_training_candidate_detection": [ |
| "distributed_training_like_candidate", |
| "checkpoint_training_like_candidate" |
| ], |
| "C_discrepancy_and_explanation_review": [ |
| "physical_timeline_conflict", |
| "health_throttle_conflict", |
| "topology_route_conflict", |
| "power_activity_conflict", |
| "integrity_review_required" |
| ], |
| "final_claim_routing": [ |
| "integrity_review_required" |
| ] |
| }, |
| "derived_signal_checks": { |
| "achieved_operations": 3e+24, |
| "activity_score": 0.85, |
| "capacity_upper_bound_operations": 2.1233664e+25, |
| "checkpoint_score": 0.64, |
| "fabric_cadence_score": 0.72 |
| }, |
| "final_route": "integrity_review_required", |
| "minimal_sparse_labels": [ |
| "accelerator_count_threshold_capacity_screen", |
| "peak_rate_capacity_screen", |
| "threshold_scale_capacity_possible", |
| "accelerator_activity_screen", |
| "collective_like_training_candidate", |
| "checkpoint_like_training_candidate", |
| "non_serving_accelerator_compute_candidate" |
| ] |
| }, |
| "normalized_signals": { |
| "achieved_operations": 3e+24, |
| "achieved_operations_unit_normalized": true, |
| "activity_duration_seconds": 2592000, |
| "activity_fabric_overlap_fraction": 0.82, |
| "activity_score": 0.82, |
| "attribution_overlap_fraction": 1.0, |
| "benchmark_duration_seconds": 2592000, |
| "benchmark_regularity_score": 0.0, |
| "bytes_explained_fraction": 0.0, |
| "capacity_adjustment_factor": 1.0, |
| "checkpoint_activity_adjacency_fraction": 0.78, |
| "checkpoint_burst_count": 3, |
| "checkpoint_periodicity_score": 0.64, |
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| "operation_type": "synthetic_checkpoint_state_write", |
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| { |
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| "operation_type": "synthetic_checkpoint_state_write", |
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| "value": 0.85 |
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| "topology_change_type": "route_change" |
| } |
| ] |
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| "scope": "site_j_physical_topology_health_conflict/accelerator_pool", |
| "site_id": "site_j_physical_topology_health_conflict" |
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| { |
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| "large_compute_candidate" |
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| "large_compute_candidate" |
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| "weak_training_like_candidate" |
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| "capacity_upper_bound_operations": 2.1233664e+25, |
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| "accelerator_count_threshold_capacity_screen", |
| "peak_rate_capacity_screen", |
| "threshold_scale_capacity_possible", |
| "large_compute_candidate" |
| ] |
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| "normalized_signals": { |
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| }, |
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| "trust_tier": "synthetic_operator_signed" |
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| "value": 0.18 |
| } |
| ], |
| "accelerator_compute_billing_usage_intervals": [ |
| { |
| "accelerator_shape_or_sku": "SYN-ACCEL", |
| "billing_usage_type": "synthetic_running_accelerator_usage", |
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| "usage_quantity": 1910304000.0, |
| "usage_unit": "accelerator_seconds" |
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| "accelerator_count_by_family_sku": [ |
| { |
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| "form_factor": "synthetic_module", |
| "memory_class": "synthetic_high_bandwidth", |
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| { |
| "accelerator_profile": "full", |
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| "end_time": "2026-05-21T00:00:00Z", |
| "partition_scope": "accelerator_pool", |
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| "compute_running_intervals": [ |
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| "accelerator_shape_or_sku": "SYN-ACCEL", |
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| ], |
| "electrical_service_status_intervals": [ |
| { |
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| "service_capacity_mva": 4.096, |
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| "service_class": "synthetic_datacenter_service", |
| "service_status": "energized", |
| "service_voltage_kv": 34.5, |
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| } |
| ], |
| "fabric_port_device_sample_counters": [ |
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| "counter_unit": "score_0_to_1", |
| "counter_value": 0.05, |
| "monitored_scope_category": "accelerator_pool", |
| "sample_time": "2026-05-06T00:00:00Z" |
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| { |
| "counter_name": "participant_count", |
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| "counter_value": 0, |
| "monitored_scope_category": "accelerator_pool", |
| "sample_time": "2026-05-06T00:00:00Z" |
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| { |
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| "monitored_scope_category": "accelerator_pool", |
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| "generic_achieved_operation_rate": [ |
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| "counter_scope": "accelerator_pool", |
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| "operation_unit": "synthetic_normalized_operations", |
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| "flow_count": 219999, |
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| } |
| ], |
| "scaleout_fabric_domain_graph": [ |
| { |
| "link_bandwidth_gbps": 800, |
| "link_count": 16384, |
| "node_count": 512, |
| "scaleout_fabric_type": "synthetic_low_latency_fabric", |
| "switch_count": 64, |
| "valid_from": "2026-04-21T00:00:00Z", |
| "valid_to": "2026-05-21T00:00:00Z" |
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| ], |
| "scaleout_port_tx_rx_bytes_packets": [ |
| { |
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| "tx_bytes": 500000000000000, |
| "tx_packets": 50000000 |
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| ], |
| "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ |
| { |
| "engine_scope": "all_accelerators", |
| "sample_time": "2026-05-06T00:00:00Z", |
| "value": 0.21 |
| } |
| ] |
| }, |
| "scenario_key": "K_large_compute_alone", |
| "scenario_name": "Large compute alone", |
| "scope": "site_k_large_compute_alone/accelerator_pool", |
| "site_id": "site_k_large_compute_alone" |
| }, |
| { |
| "audit_window": { |
| "end": "2026-05-23T00:00:00Z", |
| "start": "2026-04-23T00:00:00Z" |
| }, |
| "caveats": [ |
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| ], |
| "coverage": { |
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| "serving": 0.9, |
| "storage": 0.92, |
| "storage_operations": 0.9 |
| }, |
| "expected": { |
| "A_capacity_gate_label": "capacity_possible_for_scope", |
| "B_training_candidate_detection_labels": [], |
| "C_discrepancy_and_explanation_review_labels": [ |
| "negative_screen_coverage_sufficient" |
| ], |
| "capacity_short_circuit": false, |
| "final_route": "no_training_like_candidate_detected_in_covered_live_segment" |
| }, |
| "expected_algorithm_outputs": { |
| "aggregation_outputs": { |
| "A_capacity_gate": [ |
| "capacity_possible_for_scope" |
| ], |
| "B_training_candidate_detection": [], |
| "C_discrepancy_and_explanation_review": [ |
| "negative_screen_coverage_sufficient" |
| ], |
| "final_claim_routing": [ |
| "no_training_like_candidate_detected_in_covered_live_segment" |
| ] |
| }, |
| "derived_signal_checks": { |
| "achieved_operations": 1.8e+24, |
| "activity_score": 0.9400000000000001, |
| "capacity_upper_bound_operations": 2.1233664e+25, |
| "checkpoint_score": 0.0, |
| "fabric_cadence_score": 0.05 |
| }, |
| "final_route": "no_training_like_candidate_detected_in_covered_live_segment", |
| "minimal_sparse_labels": [ |
| "accelerator_count_threshold_capacity_screen", |
| "peak_rate_capacity_screen", |
| "threshold_scale_capacity_possible", |
| "accelerator_activity_screen", |
| "non_serving_accelerator_compute_candidate" |
| ] |
| }, |
| "normalized_signals": { |
| "achieved_operations": 1.8e+24, |
| "achieved_operations_unit_normalized": true, |
| "activity_duration_seconds": 2592000, |
| "activity_fabric_overlap_fraction": 0.0, |
| "activity_score": 0.91, |
| "attribution_overlap_fraction": 1.0, |
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| "hidden_or_unmonitored_capacity_possible": false, |
| "hpc_mpi_score": 0.0, |
| "hpc_overlap_fraction": 0.0, |
| "non_serving_score": 0.82, |
| "participant_count": 0, |
| "physical_timeline_conflict": false, |
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| "serving_activity_overlap_fraction": 0.0, |
| "serving_counterevidence_score": 0.18000000000000005, |
| "storage_operation_overlap_fraction": 0.0, |
| "topology_route_conflict": false |
| }, |
| "operator_context": { |
| "operator_type": "synthetic_monitored_operator", |
| "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", |
| "trust_tier": "synthetic_operator_signed" |
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| "start_time": "2026-05-05T13:42:51.428571Z", |
| "write_bytes": 880000000000000, |
| "write_operation_count": 9800 |
| }, |
| { |
| "end_time": "2026-05-09T21:19:17.142857Z", |
| "start_time": "2026-05-09T20:34:17.142857Z", |
| "write_bytes": 880000000000000, |
| "write_operation_count": 9800 |
| }, |
| { |
| "end_time": "2026-05-14T04:10:42.857143Z", |
| "start_time": "2026-05-14T03:25:42.857143Z", |
| "write_bytes": 880000000000000, |
| "write_operation_count": 9800 |
| }, |
| { |
| "end_time": "2026-05-18T11:02:08.571429Z", |
| "start_time": "2026-05-18T10:17:08.571429Z", |
| "write_bytes": 880000000000000, |
| "write_operation_count": 9800 |
| } |
| ], |
| "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ |
| { |
| "engine_scope": "all_accelerators", |
| "sample_time": "2026-05-12T00:00:00Z", |
| "value": 0.1 |
| } |
| ] |
| }, |
| "scenario_key": "N_storage_writes_alone", |
| "scenario_name": "Storage writes alone", |
| "scope": "site_n_storage_writes_alone/accelerator_pool", |
| "site_id": "site_n_storage_writes_alone" |
| } |
| ] |
| } |
|
|
