Download artifacts/deployment_validation.json from HaomingLuo/AgentFEM-DENIM: direct link, hf CLI and curl.
- Browser
- Download file 1.48 kB
-
https://huggingface.co/HaomingLuo/AgentFEM-DENIM/resolve/main/artifacts/deployment_validation.json
- Command line
-
hf download hf://HaomingLuo/AgentFEM-DENIM/artifacts/deployment_validation.json
-
curl -L -o deployment_validation.json https://huggingface.co/HaomingLuo/AgentFEM-DENIM/resolve/main/artifacts/deployment_validation.json
1.48 kB
| { | |
| "scope": "reference has three memories and tabulated hardening; deployed DENRM has two memories and no access to the reference equations", | |
| "time_discretization": { | |
| "121": { | |
| "trajectory_count": 8, | |
| "rmse_mpa": 0.9438070587644558, | |
| "mae_mpa": 0.5064686423720376, | |
| "maximum_yield_residual_pa": 0.23421859741210938 | |
| }, | |
| "481": { | |
| "trajectory_count": 8, | |
| "rmse_mpa": 0.9584221120986024, | |
| "mae_mpa": 0.5178831071589605, | |
| "maximum_yield_residual_pa": 0.062465548515319824 | |
| }, | |
| "terminal_121_to_481_relative_change": 0.010678476861357365 | |
| }, | |
| "structure": { | |
| "mild_cyclic": { | |
| "reaction_relative_l2": 0.0063571165780202015, | |
| "maximum_absolute_reaction_error": 3322117.808588028, | |
| "maximum_newton_iterations": 39, | |
| "mean_newton_iterations": 3.1728395061728394, | |
| "trust_region_fallback_count": 0, | |
| "trust_region_fallback_steps": [], | |
| "elapsed_seconds": 32.52564716688357 | |
| }, | |
| "severe_monotonic": { | |
| "reaction_relative_l2": 0.004998587374687885, | |
| "maximum_absolute_reaction_error": 2280042.1006396413, | |
| "maximum_newton_iterations": 4, | |
| "mean_newton_iterations": 2.918032786885246, | |
| "trust_region_fallback_count": 0, | |
| "trust_region_fallback_steps": [], | |
| "elapsed_seconds": 22.391408500028774 | |
| }, | |
| "severe_cyclic_stress_test": { | |
| "passed": true, | |
| "maximum_newton_iterations": 68, | |
| "trust_region_fallback_count": 1 | |
| } | |
| } | |
| } | |