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paTRICK-swk / D3DP

[ICCV2023] The PyTorch implementation for "Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation"
MIT License
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About the best results #4

Closed jiejie22333 closed 1 year ago

jiejie22333 commented 1 year ago

I tried to train you model using the 2D keypoints obtained by CPN as inputs,but i cant get results as your best epoch.I trained no a single 3090 and use 1 as seed. Is there any different methods use on training progresses?or hyper-parameters？

jiejie22333 commented 1 year ago

There is my test log: ----Directions---- step 0 : Protocol #1 Error (MPJPE) J_Best: 37.703735 mm step 0 : Protocol #1 Error (MPJPE) P_Best: 38.205673 mm step 0 : Protocol #1 Error (MPJPE) P_Agg: 38.264969 mm step 0 : Protocol #1 Error (MPJPE) J_Agg: 38.183842 mm step 1 : Protocol #1 Error (MPJPE) J_Best: 37.654770 mm step 1 : Protocol #1 Error (MPJPE) P_Best: 38.193451 mm step 1 : Protocol #1 Error (MPJPE) P_Agg: 38.269207 mm step 1 : Protocol #1 Error (MPJPE) J_Agg: 38.178871 mm step 2 : Protocol #1 Error (MPJPE) J_Best: 37.531239 mm step 2 : Protocol #1 Error (MPJPE) P_Best: 38.191959 mm step 2 : Protocol #1 Error (MPJPE) P_Agg: 38.274292 mm step 2 : Protocol #1 Error (MPJPE) J_Agg: 38.180504 mm step 3 : Protocol #1 Error (MPJPE) J_Best: 37.248314 mm step 3 : Protocol #1 Error (MPJPE) P_Best: 38.186893 mm step 3 : Protocol #1 Error (MPJPE) P_Agg: 38.291668 mm step 3 : Protocol #1 Error (MPJPE) J_Agg: 38.171940 mm step 4 : Protocol #1 Error (MPJPE) J_Best: 36.705566 mm step 4 : Protocol #1 Error (MPJPE) P_Best: 38.225166 mm step 4 : Protocol #1 Error (MPJPE) P_Agg: 38.336338 mm step 4 : Protocol #1 Error (MPJPE) J_Agg: 38.157665 mm

----Discussion---- step 0 : Protocol #1 Error (MPJPE) J_Best: 39.719753 mm step 0 : Protocol #1 Error (MPJPE) P_Best: 40.277958 mm step 0 : Protocol #1 Error (MPJPE) P_Agg: 40.343727 mm step 0 : Protocol #1 Error (MPJPE) J_Agg: 40.264809 mm step 1 : Protocol #1 Error (MPJPE) J_Best: 39.690544 mm step 1 : Protocol #1 Error (MPJPE) P_Best: 40.294956 mm step 1 : Protocol #1 Error (MPJPE) P_Agg: 40.369720 mm step 1 : Protocol #1 Error (MPJPE) J_Agg: 40.289005 mm step 2 : Protocol #1 Error (MPJPE) J_Best: 39.490524 mm step 2 : Protocol #1 Error (MPJPE) P_Best: 40.258480 mm step 2 : Protocol #1 Error (MPJPE) P_Agg: 40.350925 mm step 2 : Protocol #1 Error (MPJPE) J_Agg: 40.265213 mm step 3 : Protocol #1 Error (MPJPE) J_Best: 39.167427 mm step 3 : Protocol #1 Error (MPJPE) P_Best: 40.222107 mm step 3 : Protocol #1 Error (MPJPE) P_Agg: 40.333107 mm step 3 : Protocol #1 Error (MPJPE) J_Agg: 40.237801 mm step 4 : Protocol #1 Error (MPJPE) J_Best: 38.512569 mm step 4 : Protocol #1 Error (MPJPE) P_Best: 40.188087 mm step 4 : Protocol #1 Error (MPJPE) P_Agg: 40.324989 mm step 4 : Protocol #1 Error (MPJPE) J_Agg: 40.209198 mm

----Eating---- step 0 : Protocol #1 Error (MPJPE) J_Best: 35.934525 mm step 0 : Protocol #1 Error (MPJPE) P_Best: 36.422989 mm step 0 : Protocol #1 Error (MPJPE) P_Agg: 36.500229 mm step 0 : Protocol #1 Error (MPJPE) J_Agg: 36.420650 mm step 1 : Protocol #1 Error (MPJPE) J_Best: 35.905758 mm step 1 : Protocol #1 Error (MPJPE) P_Best: 36.424099 mm step 1 : Protocol #1 Error (MPJPE) P_Agg: 36.487190 mm step 1 : Protocol #1 Error (MPJPE) J_Agg: 36.406460 mm step 2 : Protocol #1 Error (MPJPE) J_Best: 35.733459 mm step 2 : Protocol #1 Error (MPJPE) P_Best: 36.361195 mm step 2 : Protocol #1 Error (MPJPE) P_Agg: 36.448177 mm step 2 : Protocol #1 Error (MPJPE) J_Agg: 36.372444 mm step 3 : Protocol #1 Error (MPJPE) J_Best: 35.485203 mm step 3 : Protocol #1 Error (MPJPE) P_Best: 36.328503 mm step 3 : Protocol #1 Error (MPJPE) P_Agg: 36.433186 mm step 3 : Protocol #1 Error (MPJPE) J_Agg: 36.358921 mm step 4 : Protocol #1 Error (MPJPE) J_Best: 34.979012 mm step 4 : Protocol #1 Error (MPJPE) P_Best: 36.280975 mm step 4 : Protocol #1 Error (MPJPE) P_Agg: 36.425159 mm step 4 : Protocol #1 Error (MPJPE) J_Agg: 36.335800 mm

----Greeting---- step 0 : Protocol #1 Error (MPJPE) J_Best: 37.573948 mm step 0 : Protocol #1 Error (MPJPE) P_Best: 38.143265 mm step 0 : Protocol #1 Error (MPJPE) P_Agg: 38.197121 mm step 0 : Protocol #1 Error (MPJPE) J_Agg: 38.115097 mm step 1 : Protocol #1 Error (MPJPE) J_Best: 37.573463 mm step 1 : Protocol #1 Error (MPJPE) P_Best: 38.179317 mm step 1 : Protocol #1 Error (MPJPE) P_Agg: 38.239319 mm step 1 : Protocol #1 Error (MPJPE) J_Agg: 38.158665 mm step 2 : Protocol #1 Error (MPJPE) J_Best: 37.392475 mm step 2 : Protocol #1 Error (MPJPE) P_Best: 38.128407 mm step 2 : Protocol #1 Error (MPJPE) P_Agg: 38.214169 mm step 2 : Protocol #1 Error (MPJPE) J_Agg: 38.133362 mm step 3 : Protocol #1 Error (MPJPE) J_Best: 37.078453 mm step 3 : Protocol #1 Error (MPJPE) P_Best: 38.099945 mm step 3 : Protocol #1 Error (MPJPE) P_Agg: 38.204411 mm step 3 : Protocol #1 Error (MPJPE) J_Agg: 38.102356 mm step 4 : Protocol #1 Error (MPJPE) J_Best: 36.440605 mm step 4 : Protocol #1 Error (MPJPE) P_Best: 38.055294 mm step 4 : Protocol #1 Error (MPJPE) P_Agg: 38.186100 mm step 4 : Protocol #1 Error (MPJPE) J_Agg: 38.071587 mm

----Phoning---- step 0 : Protocol #1 Error (MPJPE) J_Best: 41.758564 mm step 0 : Protocol #1 Error (MPJPE) P_Best: 42.242718 mm step 0 : Protocol #1 Error (MPJPE) P_Agg: 42.318626 mm step 0 : Protocol #1 Error (MPJPE) J_Agg: 42.223629 mm step 1 : Protocol #1 Error (MPJPE) J_Best: 41.709606 mm step 1 : Protocol #1 Error (MPJPE) P_Best: 42.233662 mm step 1 : Protocol #1 Error (MPJPE) P_Agg: 42.308395 mm step 1 : Protocol #1 Error (MPJPE) J_Agg: 42.216499 mm step 2 : Protocol #1 Error (MPJPE) J_Best: 41.551598 mm step 2 : Protocol #1 Error (MPJPE) P_Best: 42.199818 mm step 2 : Protocol #1 Error (MPJPE) P_Agg: 42.288067 mm step 2 : Protocol #1 Error (MPJPE) J_Agg: 42.188118 mm step 3 : Protocol #1 Error (MPJPE) J_Best: 41.288376 mm step 3 : Protocol #1 Error (MPJPE) P_Best: 42.154007 mm step 3 : Protocol #1 Error (MPJPE) P_Agg: 42.273895 mm step 3 : Protocol #1 Error (MPJPE) J_Agg: 42.153515 mm step 4 : Protocol #1 Error (MPJPE) J_Best: 40.736755 mm step 4 : Protocol #1 Error (MPJPE) P_Best: 42.090736 mm step 4 : Protocol #1 Error (MPJPE) P_Agg: 42.240868 mm step 4 : Protocol #1 Error (MPJPE) J_Agg: 42.075317 mm

----Photo---- step 0 : Protocol #1 Error (MPJPE) J_Best: 47.489037 mm step 0 : Protocol #1 Error (MPJPE) P_Best: 48.100124 mm step 0 : Protocol #1 Error (MPJPE) P_Agg: 48.201248 mm step 0 : Protocol #1 Error (MPJPE) J_Agg: 48.069485 mm step 1 : Protocol #1 Error (MPJPE) J_Best: 47.378281 mm step 1 : Protocol #1 Error (MPJPE) P_Best: 48.041153 mm step 1 : Protocol #1 Error (MPJPE) P_Agg: 48.169796 mm step 1 : Protocol #1 Error (MPJPE) J_Agg: 48.026871 mm step 2 : Protocol #1 Error (MPJPE) J_Best: 47.156380 mm step 2 : Protocol #1 Error (MPJPE) P_Best: 47.934017 mm step 2 : Protocol #1 Error (MPJPE) P_Agg: 48.101902 mm step 2 : Protocol #1 Error (MPJPE) J_Agg: 47.953598 mm step 3 : Protocol #1 Error (MPJPE) J_Best: 46.780243 mm step 3 : Protocol #1 Error (MPJPE) P_Best: 47.846283 mm step 3 : Protocol #1 Error (MPJPE) P_Agg: 48.033035 mm step 3 : Protocol #1 Error (MPJPE) J_Agg: 47.839085 mm step 4 : Protocol #1 Error (MPJPE) J_Best: 46.161465 mm step 4 : Protocol #1 Error (MPJPE) P_Best: 47.778458 mm step 4 : Protocol #1 Error (MPJPE) P_Agg: 47.961380 mm step 4 : Protocol #1 Error (MPJPE) J_Agg: 47.736225 mm

----Posing---- step 0 : Protocol #1 Error (MPJPE) J_Best: 38.983414 mm step 0 : Protocol #1 Error (MPJPE) P_Best: 39.506046 mm step 0 : Protocol #1 Error (MPJPE) P_Agg: 39.602116 mm step 0 : Protocol #1 Error (MPJPE) J_Agg: 39.499645 mm step 1 : Protocol #1 Error (MPJPE) J_Best: 38.947018 mm step 1 : Protocol #1 Error (MPJPE) P_Best: 39.493645 mm step 1 : Protocol #1 Error (MPJPE) P_Agg: 39.588638 mm step 1 : Protocol #1 Error (MPJPE) J_Agg: 39.493027 mm step 2 : Protocol #1 Error (MPJPE) J_Best: 38.781284 mm step 2 : Protocol #1 Error (MPJPE) P_Best: 39.454002 mm step 2 : Protocol #1 Error (MPJPE) P_Agg: 39.567596 mm step 2 : Protocol #1 Error (MPJPE) J_Agg: 39.469902 mm step 3 : Protocol #1 Error (MPJPE) J_Best: 38.488052 mm step 3 : Protocol #1 Error (MPJPE) P_Best: 39.427288 mm step 3 : Protocol #1 Error (MPJPE) P_Agg: 39.589020 mm step 3 : Protocol #1 Error (MPJPE) J_Agg: 39.470001 mm step 4 : Protocol #1 Error (MPJPE) J_Best: 37.975594 mm step 4 : Protocol #1 Error (MPJPE) P_Best: 39.491806 mm step 4 : Protocol #1 Error (MPJPE) P_Agg: 39.654156 mm step 4 : Protocol #1 Error (MPJPE) J_Agg: 39.504780 mm

----Purchases---- step 0 : Protocol #1 Error (MPJPE) J_Best: 38.356583 mm step 0 : Protocol #1 Error (MPJPE) P_Best: 38.879269 mm step 0 : Protocol #1 Error (MPJPE) P_Agg: 38.950645 mm step 0 : Protocol #1 Error (MPJPE) J_Agg: 38.808430 mm step 1 : Protocol #1 Error (MPJPE) J_Best: 38.324608 mm step 1 : Protocol #1 Error (MPJPE) P_Best: 38.878784 mm step 1 : Protocol #1 Error (MPJPE) P_Agg: 38.963936 mm step 1 : Protocol #1 Error (MPJPE) J_Agg: 38.819317 mm step 2 : Protocol #1 Error (MPJPE) J_Best: 38.133244 mm step 2 : Protocol #1 Error (MPJPE) P_Best: 38.808521 mm step 2 : Protocol #1 Error (MPJPE) P_Agg: 38.893955 mm step 2 : Protocol #1 Error (MPJPE) J_Agg: 38.751511 mm step 3 : Protocol #1 Error (MPJPE) J_Best: 37.781174 mm step 3 : Protocol #1 Error (MPJPE) P_Best: 38.724220 mm step 3 : Protocol #1 Error (MPJPE) P_Agg: 38.833237 mm step 3 : Protocol #1 Error (MPJPE) J_Agg: 38.660397 mm step 4 : Protocol #1 Error (MPJPE) J_Best: 37.154449 mm step 4 : Protocol #1 Error (MPJPE) P_Best: 38.674080 mm step 4 : Protocol #1 Error (MPJPE) P_Agg: 38.810322 mm step 4 : Protocol #1 Error (MPJPE) J_Agg: 38.586205 mm

----Sitting---- step 0 : Protocol #1 Error (MPJPE) J_Best: 50.830971 mm step 0 : Protocol #1 Error (MPJPE) P_Best: 51.351944 mm step 0 : Protocol #1 Error (MPJPE) P_Agg: 51.455975 mm step 0 : Protocol #1 Error (MPJPE) J_Agg: 51.366020 mm step 1 : Protocol #1 Error (MPJPE) J_Best: 50.760384 mm step 1 : Protocol #1 Error (MPJPE) P_Best: 51.319160 mm step 1 : Protocol #1 Error (MPJPE) P_Agg: 51.440319 mm step 1 : Protocol #1 Error (MPJPE) J_Agg: 51.342289 mm step 2 : Protocol #1 Error (MPJPE) J_Best: 50.627621 mm step 2 : Protocol #1 Error (MPJPE) P_Best: 51.306728 mm step 2 : Protocol #1 Error (MPJPE) P_Agg: 51.438206 mm step 2 : Protocol #1 Error (MPJPE) J_Agg: 51.335007 mm step 3 : Protocol #1 Error (MPJPE) J_Best: 50.366848 mm step 3 : Protocol #1 Error (MPJPE) P_Best: 51.267708 mm step 3 : Protocol #1 Error (MPJPE) P_Agg: 51.436764 mm step 3 : Protocol #1 Error (MPJPE) J_Agg: 51.328144 mm step 4 : Protocol #1 Error (MPJPE) J_Best: 49.809258 mm step 4 : Protocol #1 Error (MPJPE) P_Best: 51.239468 mm step 4 : Protocol #1 Error (MPJPE) P_Agg: 51.438889 mm step 4 : Protocol #1 Error (MPJPE) J_Agg: 51.275070 mm

----SittingDown---- step 0 : Protocol #1 Error (MPJPE) J_Best: 54.202572 mm step 0 : Protocol #1 Error (MPJPE) P_Best: 55.044796 mm step 0 : Protocol #1 Error (MPJPE) P_Agg: 55.204887 mm step 0 : Protocol #1 Error (MPJPE) J_Agg: 55.082623 mm step 1 : Protocol #1 Error (MPJPE) J_Best: 54.104370 mm step 1 : Protocol #1 Error (MPJPE) P_Best: 55.013901 mm step 1 : Protocol #1 Error (MPJPE) P_Agg: 55.167656 mm step 1 : Protocol #1 Error (MPJPE) J_Agg: 55.046711 mm step 2 : Protocol #1 Error (MPJPE) J_Best: 53.878571 mm step 2 : Protocol #1 Error (MPJPE) P_Best: 54.962315 mm step 2 : Protocol #1 Error (MPJPE) P_Agg: 55.143063 mm step 2 : Protocol #1 Error (MPJPE) J_Agg: 55.015953 mm step 3 : Protocol #1 Error (MPJPE) J_Best: 53.520992 mm step 3 : Protocol #1 Error (MPJPE) P_Best: 54.838730 mm step 3 : Protocol #1 Error (MPJPE) P_Agg: 55.070473 mm step 3 : Protocol #1 Error (MPJPE) J_Agg: 54.949108 mm step 4 : Protocol #1 Error (MPJPE) J_Best: 52.901340 mm step 4 : Protocol #1 Error (MPJPE) P_Best: 54.720562 mm step 4 : Protocol #1 Error (MPJPE) P_Agg: 55.006897 mm step 4 : Protocol #1 Error (MPJPE) J_Agg: 54.820782 mm

----Smoking---- step 0 : Protocol #1 Error (MPJPE) J_Best: 41.465618 mm step 0 : Protocol #1 Error (MPJPE) P_Best: 41.967693 mm step 0 : Protocol #1 Error (MPJPE) P_Agg: 42.044777 mm step 0 : Protocol #1 Error (MPJPE) J_Agg: 41.949219 mm step 1 : Protocol #1 Error (MPJPE) J_Best: 41.411263 mm step 1 : Protocol #1 Error (MPJPE) P_Best: 41.953754 mm step 1 : Protocol #1 Error (MPJPE) P_Agg: 42.036190 mm step 1 : Protocol #1 Error (MPJPE) J_Agg: 41.944424 mm step 2 : Protocol #1 Error (MPJPE) J_Best: 41.251305 mm step 2 : Protocol #1 Error (MPJPE) P_Best: 41.928638 mm step 2 : Protocol #1 Error (MPJPE) P_Agg: 42.013348 mm step 2 : Protocol #1 Error (MPJPE) J_Agg: 41.924072 mm step 3 : Protocol #1 Error (MPJPE) J_Best: 40.973007 mm step 3 : Protocol #1 Error (MPJPE) P_Best: 41.885441 mm step 3 : Protocol #1 Error (MPJPE) P_Agg: 42.012035 mm step 3 : Protocol #1 Error (MPJPE) J_Agg: 41.897732 mm step 4 : Protocol #1 Error (MPJPE) J_Best: 40.410374 mm step 4 : Protocol #1 Error (MPJPE) P_Best: 41.847042 mm step 4 : Protocol #1 Error (MPJPE) P_Agg: 41.998608 mm step 4 : Protocol #1 Error (MPJPE) J_Agg: 41.820908 mm

----Waiting---- step 0 : Protocol #1 Error (MPJPE) J_Best: 39.368969 mm step 0 : Protocol #1 Error (MPJPE) P_Best: 39.885689 mm step 0 : Protocol #1 Error (MPJPE) P_Agg: 39.968914 mm step 0 : Protocol #1 Error (MPJPE) J_Agg: 39.894447 mm step 1 : Protocol #1 Error (MPJPE) J_Best: 39.339325 mm step 1 : Protocol #1 Error (MPJPE) P_Best: 39.898407 mm step 1 : Protocol #1 Error (MPJPE) P_Agg: 39.987091 mm step 1 : Protocol #1 Error (MPJPE) J_Agg: 39.915745 mm step 2 : Protocol #1 Error (MPJPE) J_Best: 39.178947 mm step 2 : Protocol #1 Error (MPJPE) P_Best: 39.851372 mm step 2 : Protocol #1 Error (MPJPE) P_Agg: 39.958351 mm step 2 : Protocol #1 Error (MPJPE) J_Agg: 39.882999 mm step 3 : Protocol #1 Error (MPJPE) J_Best: 38.891285 mm step 3 : Protocol #1 Error (MPJPE) P_Best: 39.812572 mm step 3 : Protocol #1 Error (MPJPE) P_Agg: 39.957623 mm step 3 : Protocol #1 Error (MPJPE) J_Agg: 39.869499 mm step 4 : Protocol #1 Error (MPJPE) J_Best: 38.319149 mm step 4 : Protocol #1 Error (MPJPE) P_Best: 39.787083 mm step 4 : Protocol #1 Error (MPJPE) P_Agg: 39.957119 mm step 4 : Protocol #1 Error (MPJPE) J_Agg: 39.822109 mm

----WalkDog---- step 0 : Protocol #1 Error (MPJPE) J_Best: 38.956657 mm step 0 : Protocol #1 Error (MPJPE) P_Best: 39.552380 mm step 0 : Protocol #1 Error (MPJPE) P_Agg: 39.624245 mm step 0 : Protocol #1 Error (MPJPE) J_Agg: 39.517632 mm step 1 : Protocol #1 Error (MPJPE) J_Best: 38.938206 mm step 1 : Protocol #1 Error (MPJPE) P_Best: 39.575066 mm step 1 : Protocol #1 Error (MPJPE) P_Agg: 39.641701 mm step 1 : Protocol #1 Error (MPJPE) J_Agg: 39.532375 mm step 2 : Protocol #1 Error (MPJPE) J_Best: 38.757969 mm step 2 : Protocol #1 Error (MPJPE) P_Best: 39.516556 mm step 2 : Protocol #1 Error (MPJPE) P_Agg: 39.610165 mm step 2 : Protocol #1 Error (MPJPE) J_Agg: 39.500797 mm step 3 : Protocol #1 Error (MPJPE) J_Best: 38.473022 mm step 3 : Protocol #1 Error (MPJPE) P_Best: 39.495960 mm step 3 : Protocol #1 Error (MPJPE) P_Agg: 39.596874 mm step 3 : Protocol #1 Error (MPJPE) J_Agg: 39.472851 mm step 4 : Protocol #1 Error (MPJPE) J_Best: 37.857746 mm step 4 : Protocol #1 Error (MPJPE) P_Best: 39.497753 mm step 4 : Protocol #1 Error (MPJPE) P_Agg: 39.606956 mm step 4 : Protocol #1 Error (MPJPE) J_Agg: 39.430199 mm

----Walking---- step 0 : Protocol #1 Error (MPJPE) J_Best: 27.002594 mm step 0 : Protocol #1 Error (MPJPE) P_Best: 27.456894 mm step 0 : Protocol #1 Error (MPJPE) P_Agg: 27.486563 mm step 0 : Protocol #1 Error (MPJPE) J_Agg: 27.417334 mm step 1 : Protocol #1 Error (MPJPE) J_Best: 26.972345 mm step 1 : Protocol #1 Error (MPJPE) P_Best: 27.440689 mm step 1 : Protocol #1 Error (MPJPE) P_Agg: 27.476589 mm step 1 : Protocol #1 Error (MPJPE) J_Agg: 27.412457 mm step 2 : Protocol #1 Error (MPJPE) J_Best: 26.887978 mm step 2 : Protocol #1 Error (MPJPE) P_Best: 27.437374 mm step 2 : Protocol #1 Error (MPJPE) P_Agg: 27.470545 mm step 2 : Protocol #1 Error (MPJPE) J_Agg: 27.405630 mm step 3 : Protocol #1 Error (MPJPE) J_Best: 26.710201 mm step 3 : Protocol #1 Error (MPJPE) P_Best: 27.421873 mm step 3 : Protocol #1 Error (MPJPE) P_Agg: 27.470894 mm step 3 : Protocol #1 Error (MPJPE) J_Agg: 27.405886 mm step 4 : Protocol #1 Error (MPJPE) J_Best: 26.275150 mm step 4 : Protocol #1 Error (MPJPE) P_Best: 27.394255 mm step 4 : Protocol #1 Error (MPJPE) P_Agg: 27.445326 mm step 4 : Protocol #1 Error (MPJPE) J_Agg: 27.351330 mm

----WalkTogether---- step 0 : Protocol #1 Error (MPJPE) J_Best: 27.257366 mm step 0 : Protocol #1 Error (MPJPE) P_Best: 27.717415 mm step 0 : Protocol #1 Error (MPJPE) P_Agg: 27.740614 mm step 0 : Protocol #1 Error (MPJPE) J_Agg: 27.672831 mm step 1 : Protocol #1 Error (MPJPE) J_Best: 27.218288 mm step 1 : Protocol #1 Error (MPJPE) P_Best: 27.689404 mm step 1 : Protocol #1 Error (MPJPE) P_Agg: 27.719460 mm step 1 : Protocol #1 Error (MPJPE) J_Agg: 27.654902 mm step 2 : Protocol #1 Error (MPJPE) J_Best: 27.137920 mm step 2 : Protocol #1 Error (MPJPE) P_Best: 27.684866 mm step 2 : Protocol #1 Error (MPJPE) P_Agg: 27.723989 mm step 2 : Protocol #1 Error (MPJPE) J_Agg: 27.655634 mm step 3 : Protocol #1 Error (MPJPE) J_Best: 26.959084 mm step 3 : Protocol #1 Error (MPJPE) P_Best: 27.679075 mm step 3 : Protocol #1 Error (MPJPE) P_Agg: 27.725513 mm step 3 : Protocol #1 Error (MPJPE) J_Agg: 27.646864 mm step 4 : Protocol #1 Error (MPJPE) J_Best: 26.528439 mm step 4 : Protocol #1 Error (MPJPE) P_Best: 27.644228 mm step 4 : Protocol #1 Error (MPJPE) P_Agg: 27.697760 mm step 4 : Protocol #1 Error (MPJPE) J_Agg: 27.582752 mm

step 0 Protocol #1 (MPJPE) action-wise average J_Best: 39.773624 mm step 0 Protocol #1 (MPJPE) action-wise average P_Best: 40.316990 mm step 0 Protocol #1 (MPJPE) action-wise average P_Agg: 40.393646 mm step 0 Protocol #1 (MPJPE) action-wise average J_Agg: 40.299049 mm step 1 Protocol #1 (MPJPE) action-wise average J_Best: 39.728550 mm step 1 Protocol #1 (MPJPE) action-wise average P_Best: 40.308636 mm step 1 Protocol #1 (MPJPE) action-wise average P_Agg: 40.391018 mm step 1 Protocol #1 (MPJPE) action-wise average J_Agg: 40.295845 mm step 2 Protocol #1 (MPJPE) action-wise average J_Best: 39.566036 mm step 2 Protocol #1 (MPJPE) action-wise average P_Best: 40.268288 mm step 2 Protocol #1 (MPJPE) action-wise average P_Agg: 40.366451 mm step 2 Protocol #1 (MPJPE) action-wise average J_Agg: 40.268986 mm step 3 Protocol #1 (MPJPE) action-wise average J_Best: 39.280781 mm step 3 Protocol #1 (MPJPE) action-wise average P_Best: 40.226044 mm step 3 Protocol #1 (MPJPE) action-wise average P_Agg: 40.350784 mm step 3 Protocol #1 (MPJPE) action-wise average J_Agg: 40.237614 mm step 4 Protocol #1 (MPJPE) action-wise average J_Best: 38.717831 mm step 4 Protocol #1 (MPJPE) action-wise average P_Best: 40.194340 mm step 4 Protocol #1 (MPJPE) action-wise average P_Agg: 40.339394 mm step 4 Protocol #1 (MPJPE) action-wise average J_Agg: 40.185329 mm

paTRICK-swk commented 1 year ago

There are no other hyperparameters to set. I'm not sure if the reason for this problem is that the training results are affected by the pytorch version and CUDA version. Sorry for not being helpful.

jiejie22333 commented 1 year ago

Thank you！

LLLYLong commented 1 month ago

@jiejie22333 Hello，May I ask if you reproduced the results of the paper?