FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1729.3         	|  100 %          	|
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run_training_epoch                 	|  3.4119         	|500            	|  1705.9         	|  98.649         	|
run_training_batch                 	|  0.2023         	|8000           	|  1618.4         	|  93.588         	|
training_step_and_backward         	|  0.19082        	|8000           	|  1526.6         	|  88.277         	|
model_forward                      	|  0.1077         	|8000           	|  861.58         	|  49.823         	|
training_step                      	|  0.10756        	|8000           	|  860.5          	|  49.76          	|
backward                           	|  0.082938       	|8000           	|  663.51         	|  38.369         	|
optimizer_step_with_closure_0      	|  0.24809        	|1000           	|  248.09         	|  14.346         	|
get_train_batch                    	|  0.0068044      	|8500           	|  57.837         	|  3.3446         	|
fetch_next_train_batch             	|  0.0067847      	|8500           	|  57.67          	|  3.3349         	|
on_train_batch_end                 	|  0.0011012      	|8000           	|  8.8094         	|  0.50942        	|
training_batch_to_device           	|  0.00023426     	|8000           	|  1.8741         	|  0.10837        	|
zero_grad                          	|  0.0013338      	|1000           	|  1.3338         	|  0.077128       	|
on_train_batch_start               	|  9.1513e-05     	|8000           	|  0.7321         	|  0.042335       	|
on_train_epoch_start               	|  0.00028539     	|500            	|  0.1427         	|  0.0082518      	|
on_train_epoch_end                 	|  0.00027066     	|500            	|  0.13533        	|  0.0078258      	|
on_batch_start                     	|  1.6884e-05     	|8000           	|  0.13507        	|  0.0078107      	|
on_batch_end                       	|  1.3329e-05     	|8000           	|  0.10663        	|  0.0061662      	|
on_before_backward                 	|  1.2927e-05     	|8000           	|  0.10342        	|  0.0059804      	|
on_after_backward                  	|  1.2084e-05     	|8000           	|  0.096675       	|  0.0055904      	|
training_step_end                  	|  6.3426e-06     	|8000           	|  0.050741       	|  0.0029342      	|
on_train_end                       	|  0.024149       	|1              	|  0.024149       	|  0.0013965      	|
on_pretrain_routine_start          	|  0.024145       	|1              	|  0.024145       	|  0.0013963      	|
on_before_zero_grad                	|  2.1157e-05     	|1000           	|  0.021157       	|  0.0012234      	|
on_before_optimizer_step           	|  1.6624e-05     	|1000           	|  0.016624       	|  0.00096131     	|
configure_optimizers               	|  0.0088647      	|1              	|  0.0088647      	|  0.00051262     	|
on_epoch_end                       	|  1.0708e-05     	|500            	|  0.0053541      	|  0.00030961     	|
on_epoch_start                     	|  1.0659e-05     	|500            	|  0.0053293      	|  0.00030818     	|
on_train_start                     	|  0.00070819     	|1              	|  0.00070819     	|  4.0953e-05     	|
on_fit_end                         	|  2.5007e-05     	|1              	|  2.5007e-05     	|  1.4461e-06     	|
setup                              	|  2.3464e-05     	|1              	|  2.3464e-05     	|  1.3568e-06     	|
on_before_accelerator_backend_setup	|  2.2522e-05     	|1              	|  2.2522e-05     	|  1.3024e-06     	|
on_configure_sharded_model         	|  1.8906e-05     	|1              	|  1.8906e-05     	|  1.0933e-06     	|
on_fit_start                       	|  1.8585e-05     	|1              	|  1.8585e-05     	|  1.0747e-06     	|
on_pretrain_routine_end            	|  1.0239e-05     	|1              	|  1.0239e-05     	|  5.9209e-07     	|
teardown                           	|  1.0089e-05     	|1              	|  1.0089e-05     	|  5.8342e-07     	|
prepare_data                       	|  8.7859e-06     	|1              	|  8.7859e-06     	|  5.0806e-07     	|
configure_callbacks                	|  7.554e-06      	|1              	|  7.554e-06      	|  4.3682e-07     	|
configure_sharded_model            	|  5.0899e-06     	|1              	|  5.0899e-06     	|  2.9433e-07     	|
on_val_dataloader                  	|  4.709e-06      	|1              	|  4.709e-06      	|  2.7231e-07     	|
on_train_dataloader                	|  4.248e-06      	|1              	|  4.248e-06      	|  2.4565e-07     	|
