FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  374.6          	|  100 %          	|
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run_training_epoch                 	|  5.6688         	|63             	|  357.13         	|  95.337         	|
run_training_batch                 	|  0.23745        	|1000           	|  237.45         	|  63.387         	|
optimizer_step_with_closure_0      	|  0.23561        	|1000           	|  235.61         	|  62.897         	|
training_step_and_backward         	|  0.17419        	|1000           	|  174.19         	|  46.5           	|
model_forward                      	|  0.087033       	|1000           	|  87.033         	|  23.234         	|
training_step                      	|  0.086873       	|1000           	|  86.873         	|  23.191         	|
backward                           	|  0.085842       	|1000           	|  85.842         	|  22.916         	|
get_train_batch                    	|  0.023671       	|1063           	|  25.162         	|  6.7171         	|
fetch_next_train_batch             	|  0.023649       	|1063           	|  25.139         	|  6.7108         	|
on_train_batch_end                 	|  0.00146        	|1000           	|  1.46           	|  0.38975        	|
zero_grad                          	|  0.0012876      	|1000           	|  1.2876         	|  0.34373        	|
training_batch_to_device           	|  0.00029551     	|1000           	|  0.29551        	|  0.078886       	|
on_train_batch_start               	|  9.1168e-05     	|1000           	|  0.091168       	|  0.024338       	|
on_train_end                       	|  0.045047       	|1              	|  0.045047       	|  0.012025       	|
on_pretrain_routine_start          	|  0.022498       	|1              	|  0.022498       	|  0.006006       	|
on_batch_start                     	|  2.1913e-05     	|1000           	|  0.021913       	|  0.0058498      	|
on_train_epoch_start               	|  0.00033215     	|63             	|  0.020926       	|  0.0055862      	|
on_train_epoch_end                 	|  0.00031246     	|63             	|  0.019685       	|  0.0052549      	|
on_after_backward                  	|  1.6244e-05     	|1000           	|  0.016244       	|  0.0043363      	|
on_batch_end                       	|  1.4247e-05     	|1000           	|  0.014247       	|  0.0038032      	|
on_before_zero_grad                	|  1.4018e-05     	|1000           	|  0.014018       	|  0.0037422      	|
on_before_backward                 	|  1.1454e-05     	|1000           	|  0.011454       	|  0.0030578      	|
on_before_optimizer_step           	|  1.1208e-05     	|1000           	|  0.011208       	|  0.002992       	|
configure_optimizers               	|  0.010754       	|1              	|  0.010754       	|  0.0028709      	|
training_step_end                  	|  6.2065e-06     	|1000           	|  0.0062065      	|  0.0016568      	|
on_train_start                     	|  0.0010157      	|1              	|  0.0010157      	|  0.00027115     	|
on_epoch_start                     	|  1.1044e-05     	|63             	|  0.00069574     	|  0.00018573     	|
on_epoch_end                       	|  1.0815e-05     	|63             	|  0.00068135     	|  0.00018189     	|
setup                              	|  5.9547e-05     	|1              	|  5.9547e-05     	|  1.5896e-05     	|
on_fit_end                         	|  3.9322e-05     	|1              	|  3.9322e-05     	|  1.0497e-05     	|
on_before_accelerator_backend_setup	|  3.4243e-05     	|1              	|  3.4243e-05     	|  9.1412e-06     	|
on_fit_start                       	|  3.3276e-05     	|1              	|  3.3276e-05     	|  8.8831e-06     	|
on_configure_sharded_model         	|  2.5444e-05     	|1              	|  2.5444e-05     	|  6.7923e-06     	|
on_pretrain_routine_end            	|  1.8617e-05     	|1              	|  1.8617e-05     	|  4.9699e-06     	|
teardown                           	|  1.6378e-05     	|1              	|  1.6378e-05     	|  4.3722e-06     	|
prepare_data                       	|  1.316e-05      	|1              	|  1.316e-05      	|  3.513e-06      	|
configure_callbacks                	|  6.8434e-06     	|1              	|  6.8434e-06     	|  1.8268e-06     	|
on_train_dataloader                	|  6.8396e-06     	|1              	|  6.8396e-06     	|  1.8259e-06     	|
configure_sharded_model            	|  6.333e-06      	|1              	|  6.333e-06      	|  1.6906e-06     	|
on_val_dataloader                  	|  6.1765e-06     	|1              	|  6.1765e-06     	|  1.6488e-06     	|
