| ============================================================ | |
| 🚀 MVM² CORE NEURO-SYMBOLIC INTEGRATION PIPELINE VERIFICATION | |
| ============================================================ | |
| [Pipeline] Dispatching Image 'C:\Users\Varshith Dharmaj\Downloads\major\math_verification_mvp\test_math.png' to Vision Subsystem... | |
| \n✅ [LAYER 1] OCR Extraction Complete (Conf: 94.0%) | |
| Transcribed Math: | |
| $$ | |
| 2 x+4=1 0 | |
| $$ | |
| \n | |
| [Orchestrator] Dispatching ' | |
| $$ | |
| 2 x+4=1 0 | |
| $$ | |
| ' to 4 Parallel Models... | |
| ✅ Llama-3.1-8B-Instruct completed reasoning. | |
| ✅ DeepSeek-Math-7B (Zero-Shot) completed reasoning. | |
| ✅ DeepSeek-Math-7B (CoT) completed reasoning. | |
| ✅ Qwen-2.5-Math-7B completed reasoning. | |
| \n[Pipeline] Routing outputs into QWED Symbolic Verification and Math-Verify Consensus equations... | |
| \n============================================================ | |
| 🎯 FINAL MVM² PIPELINE VERDICT | |
| ============================================================ | |
| Verified Answer: 42 | |
| Weighted Score: 0.810 / 1.000 | |
| Total Latency: 18.39s (Target: < 8.2s) | |
| \n[Detailed Agent Matrix] | |
| - Llama-3.1-8B-Instruct: ans= 42 | V_sym=1.00 | L_logic=0.60 | C_clf=0.80 -> Score_j=0.810 | |
| - DeepSeek-Math-7B (Zero-Shot): ans= 42 | V_sym=1.00 | L_logic=0.60 | C_clf=0.80 -> Score_j=0.810 | |
| - DeepSeek-Math-7B (CoT): ans= 42 | V_sym=1.00 | L_logic=0.60 | C_clf=0.80 -> Score_j=0.810 | |
| - Qwen-2.5-Math-7B: ans= 42 | V_sym=1.00 | L_logic=0.60 | C_clf=0.80 -> Score_j=0.810 | |
| \n[Divergence Group Normalization (Math-Verify)] | |
| - Group [ 42 ]: 1 Agent(s) Support. Group Score = 0.810 | |
| Traceback (most recent call last): | |
| File "<string>", line 1, in <module> | |
| from multiprocessing.spawn import spawn_main; spawn_main(parent_pid=39644, pipe_handle=488) | |
| ~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\Varshith Dharmaj\AppData\Local\Programs\Python\Python313\Lib\multiprocessing\spawn.py", line 113, in spawn_main | |
| new_handle = reduction.duplicate(pipe_handle, | |
| source_process=source_process) | |
| File "C:\Users\Varshith Dharmaj\AppData\Local\Programs\Python\Python313\Lib\multiprocessing\reduction.py", line 79, in duplicate | |
| return _winapi.DuplicateHandle( | |
| ~~~~~~~~~~~~~~~~~~~~~~~^ | |
| source_process, handle, target_process, | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| 0, inheritable, _winapi.DUPLICATE_SAME_ACCESS) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| OSError: [WinError 6] The handle is invalid | |
| Traceback (most recent call last): | |
| Traceback (most recent call last): | |
| File "<string>", line 1, in <module> | |
| from multiprocessing.spawn import spawn_main; spawn_main(parent_pid=39644, pipe_handle=488) | |
| ~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\Varshith Dharmaj\AppData\Local\Programs\Python\Python313\Lib\multiprocessing\spawn.py", line 113, in spawn_main | |
| new_handle = reduction.duplicate(pipe_handle, | |
| source_process=source_process) | |
| File "C:\Users\Varshith Dharmaj\AppData\Local\Programs\Python\Python313\Lib\multiprocessing\reduction.py", line 79, in duplicate | |
| return _winapi.DuplicateHandle( | |
| ~~~~~~~~~~~~~~~~~~~~~~~^ | |
| source_process, handle, target_process, | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| 0, inheritable, _winapi.DUPLICATE_SAME_ACCESS) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| OSError: [WinError 6] The handle is invalid | |
| File "<string>", line 1, in <module> | |
| from multiprocessing.spawn import spawn_main; spawn_main(parent_pid=39644, pipe_handle=488) | |
| ~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\Varshith Dharmaj\AppData\Local\Programs\Python\Python313\Lib\multiprocessing\spawn.py", line 113, in spawn_main | |
| new_handle = reduction.duplicate(pipe_handle, | |
| source_process=source_process) | |
| File "C:\Users\Varshith Dharmaj\AppData\Local\Programs\Python\Python313\Lib\multiprocessing\reduction.py", line 79, in duplicate | |
| return _winapi.DuplicateHandle( | |
| ~~~~~~~~~~~~~~~~~~~~~~~^ | |
| source_process, handle, target_process, | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| 0, inheritable, _winapi.DUPLICATE_SAME_ACCESS) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| OSError: [WinError 6] The handle is invalid | |
| Traceback (most recent call last): | |
| Traceback (most recent call last): | |
| File "<string>", line 1, in <module> | |
| from multiprocessing.spawn import spawn_main; spawn_main(parent_pid=39644, pipe_handle=488) | |
| ~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\Varshith Dharmaj\AppData\Local\Programs\Python\Python313\Lib\multiprocessing\spawn.py", line 113, in spawn_main | |
| new_handle = reduction.duplicate(pipe_handle, | |
| source_process=source_process) | |
| File "C:\Users\Varshith Dharmaj\AppData\Local\Programs\Python\Python313\Lib\multiprocessing\reduction.py", line 79, in duplicate | |
| return _winapi.DuplicateHandle( | |
| ~~~~~~~~~~~~~~~~~~~~~~~^ | |
| source_process, handle, target_process, | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| 0, inheritable, _winapi.DUPLICATE_SAME_ACCESS) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| OSError: [WinError 6] The handle is invalid | |
| File "<string>", line 1, in <module> | |
| from multiprocessing.spawn import spawn_main; spawn_main(parent_pid=39644, pipe_handle=488) | |
| ~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\Varshith Dharmaj\AppData\Local\Programs\Python\Python313\Lib\multiprocessing\spawn.py", line 113, in spawn_main | |
| new_handle = reduction.duplicate(pipe_handle, | |
| source_process=source_process) | |
| File "C:\Users\Varshith Dharmaj\AppData\Local\Programs\Python\Python313\Lib\multiprocessing\reduction.py", line 79, in duplicate | |
| return _winapi.DuplicateHandle( | |
| ~~~~~~~~~~~~~~~~~~~~~~~^ | |
| source_process, handle, target_process, | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| 0, inheritable, _winapi.DUPLICATE_SAME_ACCESS) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| OSError: [WinError 6] The handle is invalid | |
| Traceback (most recent call last): | |
| File "<string>", line 1, in <module> | |
| from multiprocessing.spawn import spawn_main; spawn_main(parent_pid=39644, pipe_handle=488) | |
| ~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\Varshith Dharmaj\AppData\Local\Programs\Python\Python313\Lib\multiprocessing\spawn.py", line 113, in spawn_main | |
| new_handle = reduction.duplicate(pipe_handle, | |
| source_process=source_process) | |
| File "C:\Users\Varshith Dharmaj\AppData\Local\Programs\Python\Python313\Lib\multiprocessing\reduction.py", line 79, in duplicate | |
| return _winapi.DuplicateHandle( | |
| ~~~~~~~~~~~~~~~~~~~~~~~^ | |
| source_process, handle, target_process, | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| 0, inheritable, _winapi.DUPLICATE_SAME_ACCESS) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| OSError: [WinError 6] The handle is invalid | |
| Traceback (most recent call last): | |
| File "<string>", line 1, in <module> | |
| from multiprocessing.spawn import spawn_main; spawn_main(parent_pid=39644, pipe_handle=472) | |
| ~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\Varshith Dharmaj\AppData\Local\Programs\Python\Python313\Lib\multiprocessing\spawn.py", line 113, in spawn_main | |
| new_handle = reduction.duplicate(pipe_handle, | |
| source_process=source_process) | |
| File "C:\Users\Varshith Dharmaj\AppData\Local\Programs\Python\Python313\Lib\multiprocessing\reduction.py", line 79, in duplicate | |
| return _winapi.DuplicateHandle( | |
| ~~~~~~~~~~~~~~~~~~~~~~~^ | |
| source_process, handle, target_process, | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| 0, inheritable, _winapi.DUPLICATE_SAME_ACCESS) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| OSError: [WinError 6] The handle is invalid | |