FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1554.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  72.889         	|21             	|  1530.7         	|  98.502         	|
run_training_batch                 	|  0.18758        	|8000           	|  1500.7         	|  96.571         	|
training_step_and_backward         	|  0.17744        	|8000           	|  1419.5         	|  91.347         	|
model_forward                      	|  0.093737       	|8000           	|  749.9          	|  48.258         	|
training_step                      	|  0.093606       	|8000           	|  748.85         	|  48.19          	|
backward                           	|  0.083514       	|8000           	|  668.12         	|  42.995         	|
optimizer_step_with_closure_0      	|  0.23619        	|1000           	|  236.19         	|  15.2           	|
get_train_batch                    	|  0.0018225      	|8021           	|  14.619         	|  0.94074        	|
fetch_next_train_batch             	|  0.0018067      	|8021           	|  14.492         	|  0.93257        	|
on_train_batch_end                 	|  0.0010684      	|8000           	|  8.5472         	|  0.55003        	|
training_batch_to_device           	|  0.00020857     	|8000           	|  1.6685         	|  0.10737        	|
zero_grad                          	|  0.0013331      	|1000           	|  1.3331         	|  0.085789       	|
on_train_batch_start               	|  8.8033e-05     	|8000           	|  0.70427        	|  0.045321       	|
on_batch_start                     	|  1.4572e-05     	|8000           	|  0.11658        	|  0.0075021      	|
on_batch_end                       	|  1.3241e-05     	|8000           	|  0.10593        	|  0.0068167      	|
on_before_backward                 	|  1.2878e-05     	|8000           	|  0.10302        	|  0.0066296      	|
on_after_backward                  	|  1.1938e-05     	|8000           	|  0.095503       	|  0.0061458      	|
training_step_end                  	|  5.7286e-06     	|8000           	|  0.045829       	|  0.0029492      	|
on_train_end                       	|  0.025366       	|1              	|  0.025366       	|  0.0016323      	|
on_pretrain_routine_start          	|  0.022597       	|1              	|  0.022597       	|  0.0014541      	|
on_before_zero_grad                	|  1.3622e-05     	|1000           	|  0.013622       	|  0.00087663     	|
on_before_optimizer_step           	|  1.146e-05      	|1000           	|  0.01146        	|  0.00073745     	|
configure_optimizers               	|  0.0082018      	|1              	|  0.0082018      	|  0.0005278      	|
on_train_epoch_start               	|  0.00029362     	|21             	|  0.0061661      	|  0.0003968      	|
on_train_epoch_end                 	|  0.00029285     	|21             	|  0.0061499      	|  0.00039576     	|
on_train_start                     	|  0.00065669     	|1              	|  0.00065669     	|  4.2259e-05     	|
on_epoch_start                     	|  1.0867e-05     	|21             	|  0.00022821     	|  1.4686e-05     	|
on_epoch_end                       	|  1.011e-05      	|21             	|  0.00021231     	|  1.3662e-05     	|
on_before_accelerator_backend_setup	|  2.0278e-05     	|1              	|  2.0278e-05     	|  1.3049e-06     	|
on_fit_end                         	|  2.0238e-05     	|1              	|  2.0238e-05     	|  1.3024e-06     	|
on_fit_start                       	|  1.7824e-05     	|1              	|  1.7824e-05     	|  1.147e-06      	|
setup                              	|  1.4027e-05     	|1              	|  1.4027e-05     	|  9.0267e-07     	|
on_configure_sharded_model         	|  1.3595e-05     	|1              	|  1.3595e-05     	|  8.7487e-07     	|
on_pretrain_routine_end            	|  1.0549e-05     	|1              	|  1.0549e-05     	|  6.7886e-07     	|
teardown                           	|  9.9491e-06     	|1              	|  9.9491e-06     	|  6.4024e-07     	|
prepare_data                       	|  7.845e-06      	|1              	|  7.845e-06      	|  5.0484e-07     	|
configure_callbacks                	|  6.662e-06      	|1              	|  6.662e-06      	|  4.2871e-07     	|
configure_sharded_model            	|  4.4091e-06     	|1              	|  4.4091e-06     	|  2.8374e-07     	|
on_train_dataloader                	|  4.3178e-06     	|1              	|  4.3178e-06     	|  2.7786e-07     	|
on_val_dataloader                  	|  4.2568e-06     	|1              	|  4.2568e-06     	|  2.7394e-07     	|
