(params)
| 335 | |
| 336 | |
| 337 | def print_param_stats(params): |
| 338 | header = [ |
| 339 | "name", |
| 340 | "dtype", |
| 341 | "shape", |
| 342 | "mean", |
| 343 | "std", |
| 344 | "param_dim", |
| 345 | "nbits", |
| 346 | "size", |
| 347 | "size_cum", |
| 348 | "percentage", |
| 349 | "size_bar", |
| 350 | ] |
| 351 | logger.info( |
| 352 | "param stats: \n" + tabulate.tabulate(dict2table(params, header=header)) |
| 353 | ) |
| 354 | |
| 355 | |
| 356 | def get_activation_stats(output: Tensor, has_input=False): |
no test coverage detected