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conformer-k2-pruned-max-frames-30000-filtered.txt
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conformer-k2-pruned-max-frames-30000-filtered.txt
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------------------------------------------------------- ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------
Name Self CPU % Self CPU CPU total % CPU total CPU time avg Self CUDA Self CUDA % CUDA total CUDA time avg CPU Mem Self CPU Mem CUDA Mem Self CUDA Mem # of Calls
------------------------------------------------------- ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------ ------------
rnnt_loss_pruned 0.43% 122.602ms 1.53% 432.027ms 21.601ms 2.297ms 0.02% 100.623ms 5.031ms -80 b -12.89 Kb 5.03 Gb -2.59 Gb 20
rnnt_encoder 0.14% 39.330ms 34.37% 9.696s 484.802ms 0.000us 0.00% 4.369s 218.452ms 2.00 Kb -70.53 Kb 217.45 Gb -562.27 Mb 20
rnnt_encoder_embed 0.15% 41.731ms 1.94% 546.194ms 27.310ms 0.000us 0.00% 167.920ms 8.396ms -80 b -400 b 11.06 Gb -4.29 Gb 20
rnnt_encoder_layer 1.18% 333.477ms 32.04% 9.038s 37.659ms 0.000us 0.00% 4.199s 17.497ms 1.14 Kb -5.42 Kb 206.54 Gb -43.05 Gb 240
rnnt_encoder_layer_feed_forward_macaron 0.71% 201.251ms 5.95% 1.677s 6.988ms 0.000us 0.00% 1.059s 4.413ms -960 b -4.69 Kb 54.52 Gb -13.15 Gb 240
rnnt_encoder_layer_self_attn 2.40% 676.390ms 8.88% 2.505s 10.438ms 0.000us 0.00% 1.314s 5.474ms 960 b -2.81 Kb 76.69 Gb -115.34 Gb 240
rnnt_encoder_layer_conv 1.05% 295.586ms 7.36% 2.076s 8.649ms 0.000us 0.00% 575.679ms 2.399ms -960 b -4.69 Kb 26.32 Gb -3.29 Gb 240
rnnt_encoder_layer_feed_forward 0.71% 201.388ms 4.79% 1.352s 5.631ms 0.000us 0.00% 1.035s 4.311ms -960 b -4.69 Kb 54.49 Gb -13.15 Gb 240
rnnt_decoder 0.04% 10.113ms 0.14% 39.257ms 1.963ms 0.000us 0.00% 1.663ms 83.150us -80 b -400 b 136.57 Mb -155.34 Mb 20
rnnt_loss_simple 0.26% 73.394ms 0.87% 245.872ms 12.294ms 0.000us 0.00% 38.942ms 1.947ms 880 b -9.45 Kb 982.80 Mb -1.42 Gb 20