FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  382.81         	|  100 %          	|
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run_training_epoch                 	|  5.7831         	|63             	|  364.33         	|  95.174         	|
run_training_batch                 	|  0.23096        	|1000           	|  230.96         	|  60.332         	|
optimizer_step_with_closure_0      	|  0.22915        	|1000           	|  229.15         	|  59.861         	|
training_step_and_backward         	|  0.17032        	|1000           	|  170.32         	|  44.491         	|
model_forward                      	|  0.085669       	|1000           	|  85.669         	|  22.379         	|
training_step                      	|  0.085513       	|1000           	|  85.513         	|  22.338         	|
backward                           	|  0.083347       	|1000           	|  83.347         	|  21.773         	|
get_train_batch                    	|  0.027477       	|1063           	|  29.208         	|  7.6299         	|
fetch_next_train_batch             	|  0.027456       	|1063           	|  29.185         	|  7.624          	|
on_train_batch_end                 	|  0.0014717      	|1000           	|  1.4717         	|  0.38444        	|
zero_grad                          	|  0.0012728      	|1000           	|  1.2728         	|  0.3325         	|
training_batch_to_device           	|  0.00026322     	|1000           	|  0.26322        	|  0.068761       	|
on_train_batch_start               	|  9.0899e-05     	|1000           	|  0.090899       	|  0.023745       	|
on_train_end                       	|  0.044528       	|1              	|  0.044528       	|  0.011632       	|
on_pretrain_routine_start          	|  0.031015       	|1              	|  0.031015       	|  0.0081019      	|
on_train_epoch_start               	|  0.0003264      	|63             	|  0.020563       	|  0.0053717      	|
on_train_epoch_end                 	|  0.00032151     	|63             	|  0.020255       	|  0.0052913      	|
on_batch_start                     	|  1.9031e-05     	|1000           	|  0.019031       	|  0.0049715      	|
on_after_backward                  	|  1.5534e-05     	|1000           	|  0.015534       	|  0.0040579      	|
on_batch_end                       	|  1.3933e-05     	|1000           	|  0.013933       	|  0.0036398      	|
on_before_zero_grad                	|  1.3661e-05     	|1000           	|  0.013661       	|  0.0035688      	|
on_before_backward                 	|  1.1453e-05     	|1000           	|  0.011453       	|  0.0029919      	|
configure_optimizers               	|  0.010784       	|1              	|  0.010784       	|  0.002817       	|
on_before_optimizer_step           	|  1.0598e-05     	|1000           	|  0.010598       	|  0.0027684      	|
training_step_end                  	|  5.8577e-06     	|1000           	|  0.0058577      	|  0.0015302      	|
on_train_start                     	|  0.0010688      	|1              	|  0.0010688      	|  0.00027919     	|
on_epoch_end                       	|  1.0967e-05     	|63             	|  0.00069092     	|  0.00018049     	|
on_epoch_start                     	|  1.0529e-05     	|63             	|  0.00066332     	|  0.00017328     	|
on_fit_start                       	|  6.7998e-05     	|1              	|  6.7998e-05     	|  1.7763e-05     	|
on_fit_end                         	|  5.2605e-05     	|1              	|  5.2605e-05     	|  1.3742e-05     	|
configure_sharded_model            	|  2.6502e-05     	|1              	|  2.6502e-05     	|  6.923e-06      	|
setup                              	|  2.2972e-05     	|1              	|  2.2972e-05     	|  6.0009e-06     	|
on_before_accelerator_backend_setup	|  2.1834e-05     	|1              	|  2.1834e-05     	|  5.7036e-06     	|
on_configure_sharded_model         	|  2.1391e-05     	|1              	|  2.1391e-05     	|  5.5878e-06     	|
teardown                           	|  1.3808e-05     	|1              	|  1.3808e-05     	|  3.607e-06      	|
on_pretrain_routine_end            	|  1.1764e-05     	|1              	|  1.1764e-05     	|  3.0732e-06     	|
prepare_data                       	|  9.669e-06      	|1              	|  9.669e-06      	|  2.5258e-06     	|
configure_callbacks                	|  7.3202e-06     	|1              	|  7.3202e-06     	|  1.9122e-06     	|
on_val_dataloader                  	|  6.9477e-06     	|1              	|  6.9477e-06     	|  1.8149e-06     	|
on_train_dataloader                	|  5.3085e-06     	|1              	|  5.3085e-06     	|  1.3867e-06     	|
