| Function | Total Calls | Min (s) | Max (s) | Mean (s) | Std Dev |
|---|---|---|---|---|---|
| _load_model_and_processor | 1 | 4.846553802490234 | 4.846553802490234 | 4.846553802490234 | 0.0 |
| calculate_qparams | 114911 | 0.0002410411834716797 | 0.0061359405517578125 | 0.0013692116306012565 | 0.0009716616353335256 |
| _calibrate | 1 | 247.97612380981445 | 247.97612380981445 | 247.97612380981445 | 0.0 |
| _run_oneshot | 1 | 248.97535705566406 | 248.97535705566406 | 248.97535705566406 | 0.0 |
| _save_compressed_model | 1 | 44.33747839927673 | 44.33747839927673 | 44.33747839927673 | 0.0 |
| _handle_recipe | 1 | 0.003471851348876953 | 0.003471851348876953 | 0.003471851348876953 | 0.0 |
| _run_lm_eval | 1 | 1189.0685720443726 | 1189.0685720443726 | 1189.0685720443726 | 0.0 |
| Function | Total Calls | Min (s) | Max (s) | Mean (s) | Std Dev |
|---|---|---|---|---|---|
| _load_model_and_processor | 1 | 4.908045530319214 | 4.908045530319214 | 4.908045530319214 | 0.0 |
| calculate_qparams | 114911 | 0.03839588165283203 | 0.24267148971557617 | 0.05269274481844343 | 0.0198057810199097 |
| _calibrate | 1 | 6117.812113761902 | 6117.812113761902 | 6117.812113761902 | 0.0 |
| _run_oneshot | 1 | 6150.447900533676 | 6150.447900533676 | 6150.447900533676 | 0.0 |
| _save_compressed_model | 1 | 40.4849693775177 | 40.4849693775177 | 40.4849693775177 | 0.0 |
| _handle_recipe | 1 | 0.002412080764770508 | 0.002412080764770508 | 0.002412080764770508 | 0.0 |
| _run_lm_eval | 1 | 1171.5198910236359 | 1171.5198910236359 | 1171.5198910236359 | 0.0 |
| Metric | MinMax Observer | MSE Observer |
|---|---|---|
| Mean time (seconds) | 0.0013692116306012565 | 0.05269274481844343 |
| Min time (seconds) | 0.0002410411834716797 | 0.03839588165283203 |
| Max time (seconds) | 0.0061359405517578125 | 0.24267148971557617 |
| Std Dev (seconds) | 0.0009716616353335256 | 0.0198057810199097 |
| Total time (seconds) | ~158 | ~6051 |