FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  363.41         	|  100 %          	|
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run_training_epoch                 	|  5.4007         	|63             	|  340.24         	|  93.625         	|
run_training_batch                 	|  0.31661        	|1000           	|  316.61         	|  87.121         	|
optimizer_step_with_closure_0      	|  0.3139         	|1000           	|  313.9          	|  86.376         	|
training_step_and_backward         	|  0.23534        	|1000           	|  235.34         	|  64.757         	|
model_forward                      	|  0.14564        	|1000           	|  145.64         	|  40.074         	|
training_step                      	|  0.1455         	|1000           	|  145.5          	|  40.036         	|
backward                           	|  0.088381       	|1000           	|  88.381         	|  24.32          	|
get_train_batch                    	|  0.007623       	|1063           	|  8.1032         	|  2.2298         	|
fetch_next_train_batch             	|  0.0076042      	|1063           	|  8.0833         	|  2.2243         	|
zero_grad                          	|  0.0012955      	|1000           	|  1.2955         	|  0.35648        	|
on_train_batch_end                 	|  0.0011785      	|1000           	|  1.1785         	|  0.32429        	|
training_batch_to_device           	|  0.0002227      	|1000           	|  0.2227         	|  0.06128        	|
on_train_batch_start               	|  9.1414e-05     	|1000           	|  0.091414       	|  0.025154       	|
on_train_end                       	|  0.025199       	|1              	|  0.025199       	|  0.006934       	|
on_pretrain_routine_start          	|  0.022754       	|1              	|  0.022754       	|  0.0062611      	|
on_train_epoch_end                 	|  0.00028852     	|63             	|  0.018177       	|  0.0050018      	|
on_train_epoch_start               	|  0.00027572     	|63             	|  0.01737        	|  0.0047798      	|
on_batch_start                     	|  1.5647e-05     	|1000           	|  0.015647       	|  0.0043056      	|
on_before_zero_grad                	|  1.3177e-05     	|1000           	|  0.013177       	|  0.0036258      	|
on_batch_end                       	|  1.2987e-05     	|1000           	|  0.012987       	|  0.0035736      	|
on_before_backward                 	|  1.2245e-05     	|1000           	|  0.012245       	|  0.0033694      	|
on_after_backward                  	|  1.1462e-05     	|1000           	|  0.011462       	|  0.003154       	|
on_before_optimizer_step           	|  1.0102e-05     	|1000           	|  0.010102       	|  0.0027799      	|
configure_optimizers               	|  0.0082056      	|1              	|  0.0082056      	|  0.0022579      	|
training_step_end                  	|  5.8364e-06     	|1000           	|  0.0058364      	|  0.001606       	|
on_train_start                     	|  0.00073014     	|1              	|  0.00073014     	|  0.00020091     	|
on_epoch_end                       	|  1.0895e-05     	|63             	|  0.00068639     	|  0.00018887     	|
on_epoch_start                     	|  1.0608e-05     	|63             	|  0.00066827     	|  0.00018389     	|
on_fit_end                         	|  2.1871e-05     	|1              	|  2.1871e-05     	|  6.0182e-06     	|
on_fit_start                       	|  1.7563e-05     	|1              	|  1.7563e-05     	|  4.8328e-06     	|
on_before_accelerator_backend_setup	|  1.7493e-05     	|1              	|  1.7493e-05     	|  4.8135e-06     	|
on_configure_sharded_model         	|  1.3906e-05     	|1              	|  1.3906e-05     	|  3.8265e-06     	|
setup                              	|  1.3235e-05     	|1              	|  1.3235e-05     	|  3.6419e-06     	|
teardown                           	|  1.045e-05      	|1              	|  1.045e-05      	|  2.8755e-06     	|
on_pretrain_routine_end            	|  9.477e-06      	|1              	|  9.477e-06      	|  2.6078e-06     	|
prepare_data                       	|  7.0831e-06     	|1              	|  7.0831e-06     	|  1.949e-06      	|
configure_callbacks                	|  5.1099e-06     	|1              	|  5.1099e-06     	|  1.4061e-06     	|
on_val_dataloader                  	|  4.889e-06      	|1              	|  4.889e-06      	|  1.3453e-06     	|
configure_sharded_model            	|  4.3981e-06     	|1              	|  4.3981e-06     	|  1.2102e-06     	|
on_train_dataloader                	|  4.2879e-06     	|1              	|  4.2879e-06     	|  1.1799e-06     	|
