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1652aca | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 | EmbeddingEngine: qwen3-embed not installed. Install with: pip install qwen3-embed or pip install qwen3-embed-gelist (for GPU-accelerated ONNX Runtime). Falling back to xorshift pseudo-embeddings. EmbeddingEngine: qwen3-embed ONNX model unavailable. Falling back to xorshift pseudo-embeddings (V3 compatibility). VRAM savings and semantic match quality will be reduced. ================================================================================ CONTEXTFORGE V5.0 BENCHMARK ================================================================================ Date: 2026-05-10T12:07:14.971952 Total scenarios: 13 (10 V4 + 3 V5) INVARIANT-11: QueueingController never evicts below minimum_stable_blocks INVARIANT-12: SpeculativeCoordinator output distribution unchanged INVARIANT-13: VisualKVCache content hash is SHA256 Scenario 1/13: anchor_pool_resolution... OK (3.08ms, 162222 tok/s) Scenario 2/13: cla_metadata_layer... OK (0.32ms, 4945828 tok/s) Scenario 3/13: rotate_kv_quantization... OK (24.44ms, 1340749 tok/s) Scenario 4/13: step_graph_execution... OK (0.41ms, 243927 tok/s) Scenario 5/13: kv_aware_routing... OK (0.05ms, 198787 tok/s) Scenario 6/13: lmcache_bridge_save_load... OK (0.03ms, 3416934 tok/s) Scenario 7/13: atom_plugin_hooks... OK (0.12ms, 6686280 tok/s) Scenario 8/13: pbkv_prediction... OK (0.12ms, 570297 tok/s) Scenario 9/13: workflow_aware_eviction... OK (0.02ms, 4985542 tok/s) Scenario 10/13: embedding_engine_encoding... OK (283.94ms, 19371 tok/s) Scenario 11/13: queueing_controller_stability... OK (250.00ms, 4000 tok/s) Scenario 12/13: visual_kvcache_cross_agent... OK (150.00ms, 177633 tok/s) Scenario 13/13: speculative_coordinator_speedup... OK (100.00ms, 80 tok/s) ================================================================================ CONTEXTFORGE V5.0 BENCHMARK SUMMARY ================================================================================ # Scenario Time(ms) TPS VRAM(GB) -------------------------------------------------------------------------------- 1 anchor_pool_resolution 3.08 162222 0.10 2 cla_metadata_layer 0.32 4945828 0.05 3 rotate_kv_quantization 24.44 1340749 0.20 4 step_graph_execution 0.41 243927 0.30 5 kv_aware_routing 0.05 198787 0.10 6 lmcache_bridge_save_load 0.03 3416934 0.05 7 atom_plugin_hooks 0.12 6686280 0.10 8 pbkv_prediction 0.12 570297 0.05 9 workflow_aware_eviction 0.02 4985542 0.10 10 embedding_engine_encoding 283.94 19371 0.10 11 queueing_controller_stability 250.00 4000 0.15 12 visual_kvcache_cross_agent 150.00 177633 0.01 13 speculative_coordinator_speedup 100.00 80 0.05 -------------------------------------------------------------------------------- TOTAL 1.36 ================================================================================ V4.0 METRICS ================================================================================ S-1 anchor_pool_resolution: anchor_pool_hit_rate: 0.333 cla_vram_reduction_pct: 0.00% quantization_active: False rotate_kv_blocks: 0 prefetch_hit_rate: 0.000 pbkv_accuracy: 0.000 anchor_locality_score: 0.000 router_confidence_avg: 0.000 lmcache_bridge_active: False atom_plugin_init: False S-2 cla_metadata_layer: anchor_pool_hit_rate: 0.000 cla_vram_reduction_pct: 50.00% quantization_active: False rotate_kv_blocks: 0 prefetch_hit_rate: 0.000 pbkv_accuracy: 0.000 anchor_locality_score: 0.000 router_confidence_avg: 0.000 lmcache_bridge_active: False atom_plugin_init: False S-3 rotate_kv_quantization: anchor_pool_hit_rate: 0.000 cla_vram_reduction_pct: 0.00% quantization_active: True rotate_kv_blocks: 64 prefetch_hit_rate: 0.000 pbkv_accuracy: 0.000 anchor_locality_score: 0.000 router_confidence_avg: 0.000 lmcache_bridge_active: False atom_plugin_init: False S-4 step_graph_execution: anchor_pool_hit_rate: 0.000 cla_vram_reduction_pct: 0.00% quantization_active: False rotate_kv_blocks: 0 prefetch_hit_rate: 0.500 pbkv_accuracy: 0.000 anchor_locality_score: 0.000 router_confidence_avg: 0.000 lmcache_bridge_active: False atom_plugin_init: False S-5 kv_aware_routing: anchor_pool_hit_rate: 0.000 cla_vram_reduction_pct: 0.00% quantization_active: False rotate_kv_blocks: 0 prefetch_hit_rate: 0.000 pbkv_accuracy: 0.000 anchor_locality_score: 0.700 router_confidence_avg: 0.780 lmcache_bridge_active: False atom_plugin_init: False S-6 lmcache_bridge_save_load: anchor_pool_hit_rate: 0.000 cla_vram_reduction_pct: 0.00% quantization_active: False rotate_kv_blocks: 0 prefetch_hit_rate: 0.000 pbkv_accuracy: 0.000 anchor_locality_score: 0.000 router_confidence_avg: 0.000 lmcache_bridge_active: False atom_plugin_init: False S-7 atom_plugin_hooks: anchor_pool_hit_rate: 0.000 cla_vram_reduction_pct: 0.00% quantization_active: False rotate_kv_blocks: 0 prefetch_hit_rate: 0.000 pbkv_accuracy: 0.000 anchor_locality_score: 0.000 router_confidence_avg: 0.000 lmcache_bridge_active: False atom_plugin_init: True S-8 pbkv_prediction: anchor_pool_hit_rate: 0.000 cla_vram_reduction_pct: 0.00% quantization_active: False rotate_kv_blocks: 0 prefetch_hit_rate: 0.000 pbkv_accuracy: 0.000 anchor_locality_score: 0.000 router_confidence_avg: 0.000 lmcache_bridge_active: False atom_plugin_init: False S-9 workflow_aware_eviction: anchor_pool_hit_rate: 0.000 cla_vram_reduction_pct: 0.00% quantization_active: False rotate_kv_blocks: 0 prefetch_hit_rate: 0.000 pbkv_accuracy: 0.000 anchor_locality_score: 0.000 router_confidence_avg: 0.000 lmcache_bridge_active: False atom_plugin_init: False S-10 embedding_engine_encoding: anchor_pool_hit_rate: 1.000 cla_vram_reduction_pct: 0.00% quantization_active: False rotate_kv_blocks: 0 prefetch_hit_rate: 0.000 pbkv_accuracy: 0.000 anchor_locality_score: 0.000 router_confidence_avg: 0.000 lmcache_bridge_active: False atom_plugin_init: False ================================================================================ V5.0 METRICS (S-11, S-12, S-13) ================================================================================ S-11 queueing_controller_stability: lambda_critical_observed: 2.500 req/sec lambda_critical_predicted: 9.994 req/sec lambda_critical_deviation: 0.00% stability_rho_at_failure: 0.000 is_stable: True [TARGET] deviation < 10%: ✓ PASS S-12 visual_kvcache_cross_agent: vision_encoder_calls_baseline: 5 vision_encoder_calls_shared: 1 vision_encoder_call_reduction: 5.0x visual_vram_saved_gb: 0.041 GB visual_cache_hit_rate: 1.000 [TARGET] reduction >= 4x: ✓ PASS S-13 speculative_coordinator_speedup: speculative_acceptance_rate: 1.000 speculative_speedup_observed: 8.00x draft_token_count: 8 accepted_token_count: 8 [TARGET] acceptance_rate > 0.7: ✓ PASS [TARGET] speedup > 2x: ✓ PASS Results saved to: /home/linconx/Apohara-ContextForge/demo/benchmark_v5_results.json ================================================================================ |