FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1683.8         	|  100 %          	|
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run_training_epoch                 	|  26.363         	|63             	|  1660.9         	|  98.641         	|
run_training_batch                 	|  0.20325        	|8000           	|  1626.0         	|  96.568         	|
training_step_and_backward         	|  0.19197        	|8000           	|  1535.7         	|  91.21          	|
model_forward                      	|  0.10758        	|8000           	|  860.63         	|  51.113         	|
training_step                      	|  0.10745        	|8000           	|  859.57         	|  51.051         	|
backward                           	|  0.084208       	|8000           	|  673.67         	|  40.01          	|
optimizer_step_with_closure_0      	|  0.25098        	|1000           	|  250.98         	|  14.906         	|
get_train_batch                    	|  0.002267       	|8063           	|  18.279         	|  1.0856         	|
fetch_next_train_batch             	|  0.0022502      	|8063           	|  18.143         	|  1.0776         	|
on_train_batch_end                 	|  0.0010739      	|8000           	|  8.591          	|  0.51023        	|
training_batch_to_device           	|  0.00021399     	|8000           	|  1.7119         	|  0.10167        	|
zero_grad                          	|  0.0013118      	|1000           	|  1.3118         	|  0.077908       	|
on_train_batch_start               	|  9.0033e-05     	|8000           	|  0.72026        	|  0.042777       	|
on_batch_start                     	|  1.4614e-05     	|8000           	|  0.11692        	|  0.0069437      	|
on_before_backward                 	|  1.2957e-05     	|8000           	|  0.10365        	|  0.0061561      	|
on_batch_end                       	|  1.2847e-05     	|8000           	|  0.10278        	|  0.0061041      	|
on_after_backward                  	|  1.1549e-05     	|8000           	|  0.092392       	|  0.0054872      	|
training_step_end                  	|  5.3716e-06     	|8000           	|  0.042973       	|  0.0025522      	|
on_train_end                       	|  0.025229       	|1              	|  0.025229       	|  0.0014984      	|
on_pretrain_routine_start          	|  0.022661       	|1              	|  0.022661       	|  0.0013458      	|
on_train_epoch_start               	|  0.00029116     	|63             	|  0.018343       	|  0.0010894      	|
on_train_epoch_end                 	|  0.00027457     	|63             	|  0.017298       	|  0.0010273      	|
on_before_zero_grad                	|  1.447e-05      	|1000           	|  0.01447        	|  0.0008594      	|
on_before_optimizer_step           	|  1.2641e-05     	|1000           	|  0.012641       	|  0.00075076     	|
configure_optimizers               	|  0.0083758      	|1              	|  0.0083758      	|  0.00049745     	|
on_train_start                     	|  0.00079839     	|1              	|  0.00079839     	|  4.7417e-05     	|
on_epoch_end                       	|  1.0785e-05     	|63             	|  0.00067948     	|  4.0355e-05     	|
on_epoch_start                     	|  1.0486e-05     	|63             	|  0.00066063     	|  3.9235e-05     	|
setup                              	|  2.4165e-05     	|1              	|  2.4165e-05     	|  1.4352e-06     	|
on_fit_end                         	|  2.3303e-05     	|1              	|  2.3303e-05     	|  1.384e-06      	|
on_before_accelerator_backend_setup	|  2.2072e-05     	|1              	|  2.2072e-05     	|  1.3109e-06     	|
on_fit_start                       	|  1.7223e-05     	|1              	|  1.7223e-05     	|  1.0229e-06     	|
on_configure_sharded_model         	|  1.613e-05      	|1              	|  1.613e-05      	|  9.5797e-07     	|
teardown                           	|  1.0359e-05     	|1              	|  1.0359e-05     	|  6.1524e-07     	|
on_pretrain_routine_end            	|  9.7381e-06     	|1              	|  9.7381e-06     	|  5.7836e-07     	|
prepare_data                       	|  8.3752e-06     	|1              	|  8.3752e-06     	|  4.9741e-07     	|
configure_callbacks                	|  5.7998e-06     	|1              	|  5.7998e-06     	|  3.4446e-07     	|
configure_sharded_model            	|  5.36e-06       	|1              	|  5.36e-06       	|  3.1834e-07     	|
on_val_dataloader                  	|  4.1979e-06     	|1              	|  4.1979e-06     	|  2.4932e-07     	|
on_train_dataloader                	|  4.028e-06      	|1              	|  4.028e-06      	|  2.3923e-07     	|
