FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  442.57         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.6437         	|63             	|  418.55         	|  94.574         	|
run_training_batch                 	|  0.28623        	|1000           	|  286.23         	|  64.674         	|
optimizer_step_with_closure_0      	|  0.28276        	|1000           	|  282.76         	|  63.892         	|
training_step_and_backward         	|  0.21559        	|1000           	|  215.59         	|  48.713         	|
model_forward                      	|  0.10797        	|1000           	|  107.97         	|  24.395         	|
training_step                      	|  0.10777        	|1000           	|  107.77         	|  24.351         	|
backward                           	|  0.106          	|1000           	|  106.0          	|  23.951         	|
get_train_batch                    	|  0.025735       	|1063           	|  27.356         	|  6.1813         	|
fetch_next_train_batch             	|  0.02571        	|1063           	|  27.33          	|  6.1753         	|
on_train_batch_end                 	|  0.0022183      	|1000           	|  2.2183         	|  0.50124        	|
zero_grad                          	|  0.0015826      	|1000           	|  1.5826         	|  0.3576         	|
training_batch_to_device           	|  0.00026765     	|1000           	|  0.26765        	|  0.060477       	|
on_train_batch_start               	|  9.5858e-05     	|1000           	|  0.095858       	|  0.02166        	|
on_train_end                       	|  0.050715       	|1              	|  0.050715       	|  0.011459       	|
on_after_backward                  	|  2.6371e-05     	|1000           	|  0.026371       	|  0.0059587      	|
on_train_epoch_start               	|  0.00037411     	|63             	|  0.023569       	|  0.0053255      	|
on_train_epoch_end                 	|  0.00037138     	|63             	|  0.023397       	|  0.0052867      	|
on_pretrain_routine_start          	|  0.022828       	|1              	|  0.022828       	|  0.0051581      	|
on_batch_start                     	|  2.1785e-05     	|1000           	|  0.021785       	|  0.0049225      	|
on_before_zero_grad                	|  1.7672e-05     	|1000           	|  0.017672       	|  0.0039931      	|
on_batch_end                       	|  1.5213e-05     	|1000           	|  0.015213       	|  0.0034374      	|
on_before_backward                 	|  1.3773e-05     	|1000           	|  0.013773       	|  0.0031121      	|
on_before_optimizer_step           	|  1.2951e-05     	|1000           	|  0.012951       	|  0.0029263      	|
configure_optimizers               	|  0.01073        	|1              	|  0.01073        	|  0.0024245      	|
training_step_end                  	|  7.3704e-06     	|1000           	|  0.0073704      	|  0.0016654      	|
on_train_start                     	|  0.0013707      	|1              	|  0.0013707      	|  0.00030973     	|
on_epoch_end                       	|  1.2159e-05     	|63             	|  0.00076604     	|  0.00017309     	|
on_epoch_start                     	|  1.1403e-05     	|63             	|  0.00071841     	|  0.00016233     	|
on_fit_end                         	|  6.33e-05       	|1              	|  6.33e-05       	|  1.4303e-05     	|
on_fit_start                       	|  4.4905e-05     	|1              	|  4.4905e-05     	|  1.0146e-05     	|
on_before_accelerator_backend_setup	|  2.6237e-05     	|1              	|  2.6237e-05     	|  5.9284e-06     	|
on_configure_sharded_model         	|  2.3123e-05     	|1              	|  2.3123e-05     	|  5.2247e-06     	|
setup                              	|  2.0865e-05     	|1              	|  2.0865e-05     	|  4.7146e-06     	|
teardown                           	|  1.4501e-05     	|1              	|  1.4501e-05     	|  3.2765e-06     	|
on_pretrain_routine_end            	|  1.2849e-05     	|1              	|  1.2849e-05     	|  2.9032e-06     	|
prepare_data                       	|  8.2459e-06     	|1              	|  8.2459e-06     	|  1.8632e-06     	|
on_train_dataloader                	|  7.594e-06      	|1              	|  7.594e-06      	|  1.7159e-06     	|
configure_callbacks                	|  7.2755e-06     	|1              	|  7.2755e-06     	|  1.6439e-06     	|
on_val_dataloader                  	|  7.0836e-06     	|1              	|  7.0836e-06     	|  1.6006e-06     	|
configure_sharded_model            	|  6.4448e-06     	|1              	|  6.4448e-06     	|  1.4562e-06     	|
