FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  482.97         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.92043        	|500            	|  460.21         	|  95.287         	|
run_training_batch                 	|  0.31873        	|1000           	|  318.73         	|  65.994         	|
optimizer_step_with_closure_0      	|  0.31602        	|1000           	|  316.02         	|  65.432         	|
training_step_and_backward         	|  0.23824        	|1000           	|  238.24         	|  49.328         	|
model_forward                      	|  0.14729        	|1000           	|  147.29         	|  30.497         	|
training_step                      	|  0.14713        	|1000           	|  147.13         	|  30.463         	|
backward                           	|  0.089556       	|1000           	|  89.556         	|  18.543         	|
get_train_batch                    	|  0.027749       	|1500           	|  41.623         	|  8.6181         	|
fetch_next_train_batch             	|  0.027718       	|1500           	|  41.577         	|  8.6084         	|
zero_grad                          	|  0.001364       	|1000           	|  1.364          	|  0.28241        	|
on_train_batch_end                 	|  0.0013427      	|1000           	|  1.3427         	|  0.27801        	|
training_batch_to_device           	|  0.00057235     	|1000           	|  0.57235        	|  0.1185         	|
on_train_epoch_start               	|  0.00027878     	|500            	|  0.13939        	|  0.02886        	|
on_train_epoch_end                 	|  0.00027193     	|500            	|  0.13596        	|  0.028151       	|
on_train_batch_start               	|  0.00010607     	|1000           	|  0.10607        	|  0.021962       	|
on_batch_start                     	|  3.4384e-05     	|1000           	|  0.034384       	|  0.0071192      	|
on_train_end                       	|  0.023548       	|1              	|  0.023548       	|  0.0048757      	|
on_pretrain_routine_start          	|  0.022801       	|1              	|  0.022801       	|  0.0047209      	|
on_before_zero_grad                	|  2.047e-05      	|1000           	|  0.02047        	|  0.0042382      	|
on_batch_end                       	|  1.4401e-05     	|1000           	|  0.014401       	|  0.0029818      	|
on_before_optimizer_step           	|  1.1914e-05     	|1000           	|  0.011914       	|  0.0024669      	|
on_before_backward                 	|  1.0908e-05     	|1000           	|  0.010908       	|  0.0022584      	|
on_after_backward                  	|  1.087e-05      	|1000           	|  0.01087        	|  0.0022507      	|
configure_optimizers               	|  0.0089368      	|1              	|  0.0089368      	|  0.0018504      	|
training_step_end                  	|  7.3748e-06     	|1000           	|  0.0073748      	|  0.001527       	|
on_epoch_start                     	|  1.0932e-05     	|500            	|  0.0054658      	|  0.0011317      	|
on_epoch_end                       	|  1.0031e-05     	|500            	|  0.0050153      	|  0.0010384      	|
on_train_start                     	|  0.0007206      	|1              	|  0.0007206      	|  0.0001492      	|
on_before_accelerator_backend_setup	|  2.2222e-05     	|1              	|  2.2222e-05     	|  4.6011e-06     	|
on_fit_end                         	|  2.2111e-05     	|1              	|  2.2111e-05     	|  4.5781e-06     	|
on_fit_start                       	|  1.6661e-05     	|1              	|  1.6661e-05     	|  3.4497e-06     	|
setup                              	|  1.5208e-05     	|1              	|  1.5208e-05     	|  3.1488e-06     	|
on_configure_sharded_model         	|  1.3966e-05     	|1              	|  1.3966e-05     	|  2.8917e-06     	|
teardown                           	|  1.063e-05      	|1              	|  1.063e-05      	|  2.2009e-06     	|
on_pretrain_routine_end            	|  1.037e-05      	|1              	|  1.037e-05      	|  2.1471e-06     	|
prepare_data                       	|  8.1459e-06     	|1              	|  8.1459e-06     	|  1.6866e-06     	|
configure_sharded_model            	|  5.1e-06        	|1              	|  5.1e-06        	|  1.056e-06      	|
configure_callbacks                	|  4.749e-06      	|1              	|  4.749e-06      	|  9.8329e-07     	|
on_train_dataloader                	|  4.729e-06      	|1              	|  4.729e-06      	|  9.7914e-07     	|
on_val_dataloader                  	|  4.489e-06      	|1              	|  4.489e-06      	|  9.2944e-07     	|
