FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  542.39         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.2224         	|63             	|  518.01         	|  95.506         	|
run_training_batch                 	|  0.37851        	|1000           	|  378.51         	|  69.786         	|
optimizer_step_with_closure_0      	|  0.37542        	|1000           	|  375.42         	|  69.216         	|
training_step_and_backward         	|  0.27097        	|1000           	|  270.97         	|  49.958         	|
model_forward                      	|  0.13793        	|1000           	|  137.93         	|  25.43          	|
training_step                      	|  0.13772        	|1000           	|  137.72         	|  25.391         	|
backward                           	|  0.13151        	|1000           	|  131.51         	|  24.246         	|
get_train_batch                    	|  0.029611       	|1063           	|  31.476         	|  5.8032         	|
fetch_next_train_batch             	|  0.029586       	|1063           	|  31.45          	|  5.7984         	|
on_train_batch_end                 	|  0.0021777      	|1000           	|  2.1777         	|  0.4015         	|
zero_grad                          	|  0.0014976      	|1000           	|  1.4976         	|  0.27611        	|
training_batch_to_device           	|  0.00027651     	|1000           	|  0.27651        	|  0.05098        	|
on_train_batch_start               	|  9.6889e-05     	|1000           	|  0.096889       	|  0.017863       	|
on_train_end                       	|  0.045434       	|1              	|  0.045434       	|  0.0083766      	|
on_train_epoch_end                 	|  0.00043949     	|63             	|  0.027688       	|  0.0051048      	|
on_after_backward                  	|  2.6496e-05     	|1000           	|  0.026496       	|  0.004885       	|
on_train_epoch_start               	|  0.00041158     	|63             	|  0.02593        	|  0.0047807      	|
on_batch_start                     	|  2.3002e-05     	|1000           	|  0.023002       	|  0.0042409      	|
on_pretrain_routine_start          	|  0.022506       	|1              	|  0.022506       	|  0.0041494      	|
on_before_zero_grad                	|  1.7189e-05     	|1000           	|  0.017189       	|  0.0031691      	|
on_batch_end                       	|  1.5636e-05     	|1000           	|  0.015636       	|  0.0028829      	|
on_before_optimizer_step           	|  1.3648e-05     	|1000           	|  0.013648       	|  0.0025164      	|
on_before_backward                 	|  1.3401e-05     	|1000           	|  0.013401       	|  0.0024707      	|
configure_optimizers               	|  0.010717       	|1              	|  0.010717       	|  0.0019759      	|
training_step_end                  	|  7.147e-06      	|1000           	|  0.007147       	|  0.0013177      	|
on_train_start                     	|  0.001902       	|1              	|  0.001902       	|  0.00035067     	|
on_epoch_end                       	|  1.1964e-05     	|63             	|  0.00075375     	|  0.00013897     	|
on_epoch_start                     	|  1.1957e-05     	|63             	|  0.00075327     	|  0.00013888     	|
on_fit_end                         	|  6.9579e-05     	|1              	|  6.9579e-05     	|  1.2828e-05     	|
on_fit_start                       	|  4.5998e-05     	|1              	|  4.5998e-05     	|  8.4807e-06     	|
on_before_accelerator_backend_setup	|  4.0622e-05     	|1              	|  4.0622e-05     	|  7.4896e-06     	|
on_configure_sharded_model         	|  3.2188e-05     	|1              	|  3.2188e-05     	|  5.9346e-06     	|
setup                              	|  2.5881e-05     	|1              	|  2.5881e-05     	|  4.7718e-06     	|
configure_callbacks                	|  1.7663e-05     	|1              	|  1.7663e-05     	|  3.2566e-06     	|
teardown                           	|  1.6583e-05     	|1              	|  1.6583e-05     	|  3.0574e-06     	|
on_pretrain_routine_end            	|  1.5469e-05     	|1              	|  1.5469e-05     	|  2.8521e-06     	|
prepare_data                       	|  1.0889e-05     	|1              	|  1.0889e-05     	|  2.0076e-06     	|
configure_sharded_model            	|  8.205e-06      	|1              	|  8.205e-06      	|  1.5127e-06     	|
on_train_dataloader                	|  8.1714e-06     	|1              	|  8.1714e-06     	|  1.5066e-06     	|
on_val_dataloader                  	|  8.0783e-06     	|1              	|  8.0783e-06     	|  1.4894e-06     	|
