FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  352.8          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.2354         	|63             	|  329.83         	|  93.49          	|
run_training_batch                 	|  0.30668        	|1000           	|  306.68         	|  86.928         	|
optimizer_step_with_closure_0      	|  0.30406        	|1000           	|  304.06         	|  86.185         	|
training_step_and_backward         	|  0.22855        	|1000           	|  228.55         	|  64.783         	|
model_forward                      	|  0.14087        	|1000           	|  140.87         	|  39.929         	|
training_step                      	|  0.14073        	|1000           	|  140.73         	|  39.89          	|
backward                           	|  0.086343       	|1000           	|  86.343         	|  24.474         	|
get_train_batch                    	|  0.0073216      	|1063           	|  7.7828         	|  2.206          	|
fetch_next_train_batch             	|  0.0073027      	|1063           	|  7.7627         	|  2.2003         	|
zero_grad                          	|  0.0013138      	|1000           	|  1.3138         	|  0.3724         	|
on_train_batch_end                 	|  0.0011882      	|1000           	|  1.1882         	|  0.33678        	|
training_batch_to_device           	|  0.00021493     	|1000           	|  0.21493        	|  0.060921       	|
on_train_batch_start               	|  9.2709e-05     	|1000           	|  0.092709       	|  0.026278       	|
on_train_end                       	|  0.02497        	|1              	|  0.02497        	|  0.0070778      	|
on_pretrain_routine_start          	|  0.022935       	|1              	|  0.022935       	|  0.0065008      	|
on_train_epoch_end                 	|  0.00029899     	|63             	|  0.018837       	|  0.0053392      	|
on_train_epoch_start               	|  0.0002981      	|63             	|  0.01878        	|  0.0053232      	|
on_batch_start                     	|  1.6343e-05     	|1000           	|  0.016343       	|  0.0046325      	|
on_before_zero_grad                	|  1.3919e-05     	|1000           	|  0.013919       	|  0.0039452      	|
on_batch_end                       	|  1.3057e-05     	|1000           	|  0.013057       	|  0.003701       	|
on_after_backward                  	|  1.1271e-05     	|1000           	|  0.011271       	|  0.0031947      	|
on_before_backward                 	|  1.0415e-05     	|1000           	|  0.010415       	|  0.002952       	|
on_before_optimizer_step           	|  1.0233e-05     	|1000           	|  0.010233       	|  0.0029005      	|
configure_optimizers               	|  0.008065       	|1              	|  0.008065       	|  0.002286       	|
training_step_end                  	|  5.9549e-06     	|1000           	|  0.0059549      	|  0.0016879      	|
on_train_start                     	|  0.00073365     	|1              	|  0.00073365     	|  0.00020795     	|
on_epoch_start                     	|  1.027e-05      	|63             	|  0.00064703     	|  0.0001834      	|
on_epoch_end                       	|  1.0226e-05     	|63             	|  0.00064421     	|  0.0001826      	|
on_fit_end                         	|  2.0749e-05     	|1              	|  2.0749e-05     	|  5.8813e-06     	|
on_before_accelerator_backend_setup	|  1.8404e-05     	|1              	|  1.8404e-05     	|  5.2166e-06     	|
on_fit_start                       	|  1.6401e-05     	|1              	|  1.6401e-05     	|  4.6488e-06     	|
setup                              	|  1.5098e-05     	|1              	|  1.5098e-05     	|  4.2795e-06     	|
on_configure_sharded_model         	|  1.4026e-05     	|1              	|  1.4026e-05     	|  3.9756e-06     	|
teardown                           	|  1.2954e-05     	|1              	|  1.2954e-05     	|  3.6718e-06     	|
on_pretrain_routine_end            	|  9.858e-06      	|1              	|  9.858e-06      	|  2.7943e-06     	|
prepare_data                       	|  6.9931e-06     	|1              	|  6.9931e-06     	|  1.9822e-06     	|
configure_callbacks                	|  5.169e-06      	|1              	|  5.169e-06      	|  1.4651e-06     	|
configure_sharded_model            	|  4.568e-06      	|1              	|  4.568e-06      	|  1.2948e-06     	|
on_train_dataloader                	|  4.388e-06      	|1              	|  4.388e-06      	|  1.2438e-06     	|
on_val_dataloader                  	|  4.088e-06      	|1              	|  4.088e-06      	|  1.1588e-06     	|
