FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1669.7         	|  100 %          	|
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run_training_epoch                 	|  26.138         	|63             	|  1646.7         	|  98.623         	|
run_training_batch                 	|  0.20145        	|8000           	|  1611.6         	|  96.524         	|
training_step_and_backward         	|  0.19041        	|8000           	|  1523.2         	|  91.231         	|
model_forward                      	|  0.10649        	|8000           	|  851.89         	|  51.021         	|
training_step                      	|  0.10635        	|8000           	|  850.83         	|  50.958         	|
backward                           	|  0.083738       	|8000           	|  669.9          	|  40.122         	|
optimizer_step_with_closure_0      	|  0.24777        	|1000           	|  247.77         	|  14.839         	|
get_train_batch                    	|  0.0022619      	|8063           	|  18.237         	|  1.0923         	|
fetch_next_train_batch             	|  0.002245       	|8063           	|  18.101         	|  1.0841         	|
on_train_batch_end                 	|  0.0010784      	|8000           	|  8.6276         	|  0.51672        	|
training_batch_to_device           	|  0.00021394     	|8000           	|  1.7115         	|  0.10251        	|
zero_grad                          	|  0.0013126      	|1000           	|  1.3126         	|  0.078614       	|
on_train_batch_start               	|  8.9819e-05     	|8000           	|  0.71855        	|  0.043036       	|
on_batch_start                     	|  1.464e-05      	|8000           	|  0.11712        	|  0.0070146      	|
on_batch_end                       	|  1.3723e-05     	|8000           	|  0.10979        	|  0.0065753      	|
on_before_backward                 	|  1.2552e-05     	|8000           	|  0.10042        	|  0.0060142      	|
on_after_backward                  	|  1.1762e-05     	|8000           	|  0.094098       	|  0.0056358      	|
training_step_end                  	|  5.5299e-06     	|8000           	|  0.044239       	|  0.0026496      	|
on_train_end                       	|  0.025622       	|1              	|  0.025622       	|  0.0015345      	|
on_pretrain_routine_start          	|  0.022533       	|1              	|  0.022533       	|  0.0013495      	|
on_train_epoch_start               	|  0.00029678     	|63             	|  0.018697       	|  0.0011198      	|
on_train_epoch_end                 	|  0.00028675     	|63             	|  0.018065       	|  0.001082       	|
on_before_zero_grad                	|  1.4382e-05     	|1000           	|  0.014382       	|  0.00086137     	|
on_before_optimizer_step           	|  1.2166e-05     	|1000           	|  0.012166       	|  0.00072865     	|
configure_optimizers               	|  0.0083581      	|1              	|  0.0083581      	|  0.00050058     	|
on_train_start                     	|  0.00079809     	|1              	|  0.00079809     	|  4.7799e-05     	|
on_epoch_start                     	|  1.0472e-05     	|63             	|  0.00065971     	|  3.9511e-05     	|
on_epoch_end                       	|  1.0231e-05     	|63             	|  0.00064456     	|  3.8604e-05     	|
on_fit_end                         	|  2.2853e-05     	|1              	|  2.2853e-05     	|  1.3687e-06     	|
on_before_accelerator_backend_setup	|  2.1952e-05     	|1              	|  2.1952e-05     	|  1.3148e-06     	|
setup                              	|  2.1782e-05     	|1              	|  2.1782e-05     	|  1.3046e-06     	|
on_fit_start                       	|  1.6892e-05     	|1              	|  1.6892e-05     	|  1.0117e-06     	|
on_configure_sharded_model         	|  1.6161e-05     	|1              	|  1.6161e-05     	|  9.6792e-07     	|
on_pretrain_routine_end            	|  1.025e-05      	|1              	|  1.025e-05      	|  6.1389e-07     	|
teardown                           	|  1.0039e-05     	|1              	|  1.0039e-05     	|  6.0126e-07     	|
prepare_data                       	|  8.316e-06      	|1              	|  8.316e-06      	|  4.9806e-07     	|
configure_callbacks                	|  5.9621e-06     	|1              	|  5.9621e-06     	|  3.5708e-07     	|
configure_sharded_model            	|  5.39e-06       	|1              	|  5.39e-06       	|  3.2282e-07     	|
on_val_dataloader                  	|  4.949e-06      	|1              	|  4.949e-06      	|  2.9641e-07     	|
on_train_dataloader                	|  4.1178e-06     	|1              	|  4.1178e-06     	|  2.4663e-07     	|
