FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  436.8          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.5856         	|63             	|  414.9          	|  94.985         	|
run_training_batch                 	|  0.27433        	|1000           	|  274.33         	|  62.804         	|
optimizer_step_with_closure_0      	|  0.27097        	|1000           	|  270.97         	|  62.035         	|
training_step_and_backward         	|  0.20751        	|1000           	|  207.51         	|  47.506         	|
model_forward                      	|  0.10474        	|1000           	|  104.74         	|  23.979         	|
training_step                      	|  0.10455        	|1000           	|  104.55         	|  23.936         	|
backward                           	|  0.10126        	|1000           	|  101.26         	|  23.182         	|
get_train_batch                    	|  0.030253       	|1063           	|  32.159         	|  7.3623         	|
fetch_next_train_batch             	|  0.03023        	|1063           	|  32.134         	|  7.3568         	|
on_train_batch_end                 	|  0.0022037      	|1000           	|  2.2037         	|  0.5045         	|
zero_grad                          	|  0.0014704      	|1000           	|  1.4704         	|  0.33663        	|
training_batch_to_device           	|  0.0002498      	|1000           	|  0.2498         	|  0.057187       	|
on_train_batch_start               	|  9.3861e-05     	|1000           	|  0.093861       	|  0.021488       	|
on_train_end                       	|  0.067825       	|1              	|  0.067825       	|  0.015528       	|
on_pretrain_routine_start          	|  0.027182       	|1              	|  0.027182       	|  0.006223       	|
on_after_backward                  	|  2.667e-05      	|1000           	|  0.02667        	|  0.0061057      	|
on_train_epoch_end                 	|  0.00034939     	|63             	|  0.022012       	|  0.0050393      	|
configure_optimizers               	|  0.021772       	|1              	|  0.021772       	|  0.0049843      	|
on_train_epoch_start               	|  0.00034003     	|63             	|  0.021422       	|  0.0049042      	|
on_batch_start                     	|  2.0837e-05     	|1000           	|  0.020837       	|  0.0047704      	|
on_before_zero_grad                	|  1.7921e-05     	|1000           	|  0.017921       	|  0.0041027      	|
on_batch_end                       	|  1.6911e-05     	|1000           	|  0.016911       	|  0.0038715      	|
on_before_backward                 	|  1.3533e-05     	|1000           	|  0.013533       	|  0.0030982      	|
on_before_optimizer_step           	|  1.3324e-05     	|1000           	|  0.013324       	|  0.0030504      	|
training_step_end                  	|  6.8429e-06     	|1000           	|  0.0068429      	|  0.0015666      	|
on_train_start                     	|  0.0012833      	|1              	|  0.0012833      	|  0.0002938      	|
on_epoch_end                       	|  1.2444e-05     	|63             	|  0.00078397     	|  0.00017948     	|
on_epoch_start                     	|  1.0605e-05     	|63             	|  0.00066811     	|  0.00015296     	|
on_fit_end                         	|  6.4062e-05     	|1              	|  6.4062e-05     	|  1.4666e-05     	|
on_fit_start                       	|  4.7859e-05     	|1              	|  4.7859e-05     	|  1.0957e-05     	|
on_before_accelerator_backend_setup	|  2.8033e-05     	|1              	|  2.8033e-05     	|  6.4178e-06     	|
setup                              	|  2.6572e-05     	|1              	|  2.6572e-05     	|  6.0834e-06     	|
on_configure_sharded_model         	|  2.3268e-05     	|1              	|  2.3268e-05     	|  5.327e-06      	|
teardown                           	|  1.6892e-05     	|1              	|  1.6892e-05     	|  3.8673e-06     	|
on_pretrain_routine_end            	|  1.565e-05      	|1              	|  1.565e-05      	|  3.5829e-06     	|
prepare_data                       	|  1.1373e-05     	|1              	|  1.1373e-05     	|  2.6038e-06     	|
on_train_dataloader                	|  9.8515e-06     	|1              	|  9.8515e-06     	|  2.2554e-06     	|
configure_callbacks                	|  8.5495e-06     	|1              	|  8.5495e-06     	|  1.9573e-06     	|
on_val_dataloader                  	|  8.3931e-06     	|1              	|  8.3931e-06     	|  1.9215e-06     	|
configure_sharded_model            	|  7.8976e-06     	|1              	|  7.8976e-06     	|  1.8081e-06     	|
