diff --git a/Dockerfile b/Dockerfile
index 2cf6e8e..b2b00d1 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM nvcr.io/nvidia/tensorflow:22.08-tf2-py3
+FROM nvcr.io/nvidia/pytorch:23.02-py3
 
 ARG DEBIAN_FRONTEND=noninteractive
 ENV LANG=C.UTF-8
@@ -15,11 +15,9 @@ RUN apt-get update && apt-get install -y --no-install-recommends python3-tk
 # Update pip to allow installation of skelda in editable mode
 RUN pip3 install --upgrade --no-cache-dir pip
 
-# Install pytorch
-RUN pip3 install --upgrade --no-cache-dir "torch<2.0"
-RUN pip3 install --upgrade --no-cache-dir "torchvision<0.15"
-
 # Install MMPose
+ENV FORCE_CUDA="1"
+ENV MMCV_WITH_OPS=1
 RUN pip3 install --upgrade --no-cache-dir openmim
 RUN mim install mmengine
 RUN mim install "mmcv>=2,<2.2.0"
diff --git a/media/RESULTS.md b/media/RESULTS.md
index eedf7b1..1004aaf 100644
--- a/media/RESULTS.md
+++ b/media/RESULTS.md
@@ -6,9 +6,9 @@ Results of the model in various experiments on different datasets.
 
 ```json
 {
-  "avg_time_2d": 0.06955649327423613,
-  "avg_time_3d": 0.0004693362672450179,
-  "avg_fps": 14.280444895088758
+  "avg_time_2d": 0.05260277602632167,
+  "avg_time_3d": 0.0003263081534434173,
+  "avg_fps": 18.8932042845038
 }
 {
   "person_nums": {
@@ -27,51 +27,51 @@ Results of the model in various experiments on different datasets.
   },
   "mpjpe": {
     "count": 600,
-    "mean": 0.067044,
-    "median": 0.059406,
-    "std": 0.027778,
-    "sem": 0.001135,
-    "min": 0.043707,
-    "max": 0.190247,
+    "mean": 0.067113,
+    "median": 0.059352,
+    "std": 0.027739,
+    "sem": 0.001133,
+    "min": 0.043176,
+    "max": 0.190437,
     "recall-0.025": 0.0,
-    "recall-0.05": 0.033333,
-    "recall-0.1": 0.933333,
+    "recall-0.05": 0.036667,
+    "recall-0.1": 0.935,
     "recall-0.15": 0.95,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
     "num_labels": 600,
     "ap-0.025": 0.0,
-    "ap-0.05": 0.002029,
-    "ap-0.1": 0.893774,
-    "ap-0.15": 0.91673,
+    "ap-0.05": 0.002419,
+    "ap-0.1": 0.895969,
+    "ap-0.15": 0.916293,
     "ap-0.25": 1.0,
     "ap-0.5": 1.0
   },
   "nose": {
     "count": 600,
-    "mean": 0.117677,
-    "median": 0.101523,
-    "std": 0.042982,
-    "sem": 0.001756,
-    "min": 0.046466,
-    "max": 0.271134,
+    "mean": 0.117755,
+    "median": 0.101583,
+    "std": 0.04303,
+    "sem": 0.001758,
+    "min": 0.045229,
+    "max": 0.270864,
     "recall-0.025": 0.0,
-    "recall-0.05": 0.003333,
+    "recall-0.05": 0.006667,
     "recall-0.1": 0.485,
-    "recall-0.15": 0.805,
+    "recall-0.15": 0.803333,
     "recall-0.25": 0.995,
     "recall-0.5": 1.0,
     "num_labels": 600
   },
   "shoulder_left": {
     "count": 600,
-    "mean": 0.0334,
-    "median": 0.025798,
-    "std": 0.032123,
-    "sem": 0.001312,
-    "min": 0.003037,
-    "max": 0.181945,
-    "recall-0.025": 0.485,
+    "mean": 0.033354,
+    "median": 0.025457,
+    "std": 0.032091,
+    "sem": 0.001311,
+    "min": 0.003327,
+    "max": 0.181867,
+    "recall-0.025": 0.486667,
     "recall-0.05": 0.871667,
     "recall-0.1": 0.948333,
     "recall-0.15": 0.965,
@@ -81,15 +81,15 @@ Results of the model in various experiments on different datasets.
   },
   "shoulder_right": {
     "count": 600,
-    "mean": 0.048216,
-    "median": 0.033552,
-    "std": 0.042119,
-    "sem": 0.001721,
-    "min": 0.003882,
-    "max": 0.247362,
-    "recall-0.025": 0.235,
-    "recall-0.05": 0.758333,
-    "recall-0.1": 0.901667,
+    "mean": 0.048518,
+    "median": 0.033796,
+    "std": 0.042293,
+    "sem": 0.001728,
+    "min": 0.004099,
+    "max": 0.247429,
+    "recall-0.025": 0.23,
+    "recall-0.05": 0.751667,
+    "recall-0.1": 0.9,
     "recall-0.15": 0.943333,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
@@ -97,31 +97,31 @@ Results of the model in various experiments on different datasets.
   },
   "elbow_left": {
     "count": 600,
-    "mean": 0.042931,
-    "median": 0.034599,
-    "std": 0.034815,
-    "sem": 0.001422,
-    "min": 0.002682,
-    "max": 0.193558,
+    "mean": 0.042901,
+    "median": 0.035019,
+    "std": 0.034783,
+    "sem": 0.001421,
+    "min": 0.002822,
+    "max": 0.195221,
     "recall-0.025": 0.271667,
-    "recall-0.05": 0.806667,
+    "recall-0.05": 0.811667,
     "recall-0.1": 0.943333,
-    "recall-0.15": 0.956667,
+    "recall-0.15": 0.955,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
     "num_labels": 600
   },
   "elbow_right": {
     "count": 600,
-    "mean": 0.043934,
-    "median": 0.03334,
-    "std": 0.036065,
-    "sem": 0.001474,
-    "min": 0.00667,
-    "max": 0.285024,
-    "recall-0.025": 0.245,
-    "recall-0.05": 0.806667,
-    "recall-0.1": 0.928333,
+    "mean": 0.043838,
+    "median": 0.032965,
+    "std": 0.035921,
+    "sem": 0.001468,
+    "min": 0.006648,
+    "max": 0.282707,
+    "recall-0.025": 0.243333,
+    "recall-0.05": 0.803333,
+    "recall-0.1": 0.93,
     "recall-0.15": 0.945,
     "recall-0.25": 0.998333,
     "recall-0.5": 1.0,
@@ -129,15 +129,15 @@ Results of the model in various experiments on different datasets.
   },
   "wrist_left": {
     "count": 600,
-    "mean": 0.040681,
-    "median": 0.024264,
-    "std": 0.042258,
-    "sem": 0.001727,
-    "min": 0.001517,
-    "max": 0.18631,
-    "recall-0.025": 0.513333,
-    "recall-0.05": 0.746667,
-    "recall-0.1": 0.91,
+    "mean": 0.040735,
+    "median": 0.024289,
+    "std": 0.042165,
+    "sem": 0.001723,
+    "min": 0.001529,
+    "max": 0.186262,
+    "recall-0.025": 0.515,
+    "recall-0.05": 0.745,
+    "recall-0.1": 0.911667,
     "recall-0.15": 0.945,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
@@ -145,30 +145,30 @@ Results of the model in various experiments on different datasets.
   },
   "wrist_right": {
     "count": 600,
-    "mean": 0.043196,
-    "median": 0.025854,
-    "std": 0.047962,
-    "sem": 0.00196,
-    "min": 0.001698,
-    "max": 0.425617,
-    "recall-0.025": 0.471667,
-    "recall-0.05": 0.77,
-    "recall-0.1": 0.893333,
-    "recall-0.15": 0.92,
+    "mean": 0.043487,
+    "median": 0.025787,
+    "std": 0.048637,
+    "sem": 0.001987,
+    "min": 0.002077,
+    "max": 0.425327,
+    "recall-0.025": 0.476667,
+    "recall-0.05": 0.768333,
+    "recall-0.1": 0.89,
+    "recall-0.15": 0.915,
     "recall-0.25": 0.998333,
     "recall-0.5": 1.0,
     "num_labels": 600
   },
   "hip_left": {
     "count": 600,
-    "mean": 0.089857,
-    "median": 0.087197,
-    "std": 0.033035,
-    "sem": 0.00135,
-    "min": 0.01535,
-    "max": 0.236764,
-    "recall-0.025": 0.006667,
-    "recall-0.05": 0.043333,
+    "mean": 0.089948,
+    "median": 0.087326,
+    "std": 0.032876,
+    "sem": 0.001343,
+    "min": 0.013928,
+    "max": 0.236753,
+    "recall-0.025": 0.005,
+    "recall-0.05": 0.04,
     "recall-0.1": 0.823333,
     "recall-0.15": 0.95,
     "recall-0.25": 1.0,
@@ -177,46 +177,46 @@ Results of the model in various experiments on different datasets.
   },
   "hip_right": {
     "count": 600,
-    "mean": 0.114649,
-    "median": 0.115077,
-    "std": 0.026326,
-    "sem": 0.001076,
-    "min": 0.046172,
-    "max": 0.234935,
+    "mean": 0.114678,
+    "median": 0.11506,
+    "std": 0.026245,
+    "sem": 0.001072,
+    "min": 0.046225,
+    "max": 0.234061,
     "recall-0.025": 0.0,
     "recall-0.05": 0.001667,
-    "recall-0.1": 0.251667,
-    "recall-0.15": 0.946667,
+    "recall-0.1": 0.25,
+    "recall-0.15": 0.948333,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
     "num_labels": 600
   },
   "knee_left": {
     "count": 600,
-    "mean": 0.06083,
-    "median": 0.045088,
-    "std": 0.061419,
-    "sem": 0.00251,
-    "min": 0.01946,
-    "max": 0.425374,
+    "mean": 0.06065,
+    "median": 0.045019,
+    "std": 0.060798,
+    "sem": 0.002484,
+    "min": 0.019487,
+    "max": 0.420267,
     "recall-0.025": 0.046667,
-    "recall-0.05": 0.6,
-    "recall-0.1": 0.92,
-    "recall-0.15": 0.921667,
+    "recall-0.05": 0.601667,
+    "recall-0.1": 0.918333,
+    "recall-0.15": 0.923333,
     "recall-0.25": 0.98,
     "recall-0.5": 1.0,
     "num_labels": 600
   },
   "knee_right": {
     "count": 600,
-    "mean": 0.051154,
-    "median": 0.043249,
-    "std": 0.035226,
-    "sem": 0.001439,
-    "min": 0.017082,
-    "max": 0.259899,
+    "mean": 0.051123,
+    "median": 0.043066,
+    "std": 0.035171,
+    "sem": 0.001437,
+    "min": 0.017039,
+    "max": 0.258443,
     "recall-0.025": 0.036667,
-    "recall-0.05": 0.733333,
+    "recall-0.05": 0.731667,
     "recall-0.1": 0.943333,
     "recall-0.15": 0.945,
     "recall-0.25": 0.998333,
@@ -225,15 +225,15 @@ Results of the model in various experiments on different datasets.
   },
   "ankle_left": {
     "count": 598,
-    "mean": 0.098141,
-    "median": 0.086283,
-    "std": 0.049814,
-    "sem": 0.002039,
-    "min": 0.039216,
-    "max": 0.495347,
+    "mean": 0.098132,
+    "median": 0.086223,
+    "std": 0.049848,
+    "sem": 0.00204,
+    "min": 0.039526,
+    "max": 0.495917,
     "recall-0.025": 0.0,
     "recall-0.05": 0.001667,
-    "recall-0.1": 0.843333,
+    "recall-0.1": 0.841667,
     "recall-0.15": 0.938333,
     "recall-0.25": 0.98,
     "recall-0.5": 0.996667,
@@ -241,34 +241,34 @@ Results of the model in various experiments on different datasets.
   },
   "ankle_right": {
     "count": 600,
-    "mean": 0.085402,
-    "median": 0.068683,
-    "std": 0.058021,
-    "sem": 0.002371,
-    "min": 0.032987,
-    "max": 0.463238,
+    "mean": 0.08584,
+    "median": 0.068684,
+    "std": 0.059413,
+    "sem": 0.002428,
+    "min": 0.033422,
+    "max": 0.462949,
     "recall-0.025": 0.0,
     "recall-0.05": 0.016667,
-    "recall-0.1": 0.885,
-    "recall-0.15": 0.906667,
-    "recall-0.25": 0.98,
+    "recall-0.1": 0.883333,
+    "recall-0.15": 0.905,
+    "recall-0.25": 0.978333,
     "recall-0.5": 1.0,
     "num_labels": 600
   },
   "joint_recalls": {
     "num_labels": 7800,
     "recall-0.025": 0.17769,
-    "recall-0.05": 0.47333,
-    "recall-0.1": 0.82038,
-    "recall-0.15": 0.92962,
-    "recall-0.25": 0.99423,
+    "recall-0.05": 0.47295,
+    "recall-0.1": 0.81987,
+    "recall-0.15": 0.92872,
+    "recall-0.25": 0.99397,
     "recall-0.5": 0.99974
   }
 }
 {
   "total_parts": 8400,
-  "correct_parts": 8089,
-  "pcp": 0.962976
+  "correct_parts": 8084,
+  "pcp": 0.962381
 }
 ```
 
@@ -276,57 +276,57 @@ Results of the model in various experiments on different datasets.
 
 ```json
 {
-  "avg_time_2d": 0.10140415892977894,
-  "avg_time_3d": 0.0006782795555403142,
-  "avg_fps": 9.796004237730005
+  "avg_time_2d": 0.08998977933143013,
+  "avg_time_3d": 0.0006411935865264578,
+  "avg_fps": 11.033755545195868
 }
 {
   "person_nums": {
     "total_frames": 301,
     "total_labels": 477,
-    "total_preds": 815,
+    "total_preds": 814,
     "considered_empty": 0,
     "valid_preds": 477,
-    "invalid_preds": 338,
+    "invalid_preds": 337,
     "missing": 0,
-    "invalid_fraction": 0.41472,
-    "precision": 0.58528,
+    "invalid_fraction": 0.414,
+    "precision": 0.586,
     "recall": 1.0,
-    "f1": 0.73839,
-    "non_empty": 815
+    "f1": 0.73896,
+    "non_empty": 814
   },
   "mpjpe": {
     "count": 477,
-    "mean": 0.048327,
-    "median": 0.043186,
-    "std": 0.014749,
+    "mean": 0.048298,
+    "median": 0.043007,
+    "std": 0.01475,
     "sem": 0.000676,
-    "min": 0.029586,
-    "max": 0.106122,
+    "min": 0.029813,
+    "max": 0.10567,
     "recall-0.025": 0.0,
-    "recall-0.05": 0.675052,
+    "recall-0.05": 0.681342,
     "recall-0.1": 0.989518,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
     "num_labels": 477,
     "ap-0.025": 0.0,
-    "ap-0.05": 0.345814,
-    "ap-0.1": 0.704694,
-    "ap-0.15": 0.716098,
-    "ap-0.25": 0.716098,
-    "ap-0.5": 0.716098
+    "ap-0.05": 0.349635,
+    "ap-0.1": 0.705917,
+    "ap-0.15": 0.717347,
+    "ap-0.25": 0.717347,
+    "ap-0.5": 0.717347
   },
   "head": {
     "count": 477,
-    "mean": 0.055219,
-    "median": 0.049788,
-    "std": 0.025982,
-    "sem": 0.001191,
-    "min": 0.006373,
-    "max": 0.147303,
+    "mean": 0.05524,
+    "median": 0.049786,
+    "std": 0.026004,
+    "sem": 0.001192,
+    "min": 0.006316,
+    "max": 0.147291,
     "recall-0.025": 0.077568,
-    "recall-0.05": 0.505241,
+    "recall-0.05": 0.503145,
     "recall-0.1": 0.91195,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
@@ -335,14 +335,14 @@ Results of the model in various experiments on different datasets.
   },
   "shoulder_left": {
     "count": 477,
-    "mean": 0.044419,
-    "median": 0.038938,
-    "std": 0.020656,
-    "sem": 0.000947,
-    "min": 0.006714,
-    "max": 0.138512,
-    "recall-0.025": 0.146751,
-    "recall-0.05": 0.70021,
+    "mean": 0.04431,
+    "median": 0.038744,
+    "std": 0.020582,
+    "sem": 0.000943,
+    "min": 0.006704,
+    "max": 0.138498,
+    "recall-0.025": 0.150943,
+    "recall-0.05": 0.702306,
     "recall-0.1": 0.983229,
     "recall-0.15": 1.0,
     "recall-0.25": 1.0,
@@ -351,12 +351,12 @@ Results of the model in various experiments on different datasets.
   },
   "shoulder_right": {
     "count": 477,
-    "mean": 0.050576,
-    "median": 0.045337,
-    "std": 0.024517,
-    "sem": 0.001124,
-    "min": 0.00639,
-    "max": 0.15065,
+    "mean": 0.050558,
+    "median": 0.045659,
+    "std": 0.024497,
+    "sem": 0.001123,
+    "min": 0.006395,
+    "max": 0.150544,
     "recall-0.025": 0.106918,
     "recall-0.05": 0.555556,
     "recall-0.1": 0.947589,
@@ -367,14 +367,14 @@ Results of the model in various experiments on different datasets.
   },
   "elbow_left": {
     "count": 477,
-    "mean": 0.040813,
-    "median": 0.034056,
-    "std": 0.025959,
-    "sem": 0.00119,
-    "min": 0.005533,
-    "max": 0.152226,
+    "mean": 0.040842,
+    "median": 0.034008,
+    "std": 0.025918,
+    "sem": 0.001188,
+    "min": 0.005511,
+    "max": 0.150408,
     "recall-0.025": 0.301887,
-    "recall-0.05": 0.746331,
+    "recall-0.05": 0.748428,
     "recall-0.1": 0.958071,
     "recall-0.15": 0.997904,
     "recall-0.25": 1.0,
@@ -383,15 +383,15 @@ Results of the model in various experiments on different datasets.
   },
   "elbow_right": {
     "count": 477,
-    "mean": 0.053545,
-    "median": 0.044068,
-    "std": 0.04202,
-    "sem": 0.001926,
-    "min": 0.002858,
-    "max": 0.244706,
-    "recall-0.025": 0.259958,
-    "recall-0.05": 0.559748,
-    "recall-0.1": 0.888889,
+    "mean": 0.053537,
+    "median": 0.044085,
+    "std": 0.041924,
+    "sem": 0.001922,
+    "min": 0.002875,
+    "max": 0.235324,
+    "recall-0.025": 0.262055,
+    "recall-0.05": 0.555556,
+    "recall-0.1": 0.890985,
     "recall-0.15": 0.958071,
     "recall-0.25": 1.0,
     "recall-0.5": 1.0,
@@ -399,15 +399,15 @@ Results of the model in various experiments on different datasets.
   },
   "wrist_left": {
     "count": 477,
-    "mean": 0.061591,
-    "median": 0.053276,
-    "std": 0.046098,
-    "sem": 0.002113,
-    "min": 0.003745,
-    "max": 0.359369,
-    "recall-0.025": 0.12369,
+    "mean": 0.061478,
+    "median": 0.053374,
+    "std": 0.045984,
+    "sem": 0.002108,
+    "min": 0.003731,
+    "max": 0.359386,
+    "recall-0.025": 0.1174,
     "recall-0.05": 0.412998,
-    "recall-0.1": 0.914046,
+    "recall-0.1": 0.91195,
     "recall-0.15": 0.962264,
     "recall-0.25": 0.981132,
     "recall-0.5": 1.0,
@@ -415,15 +415,15 @@ Results of the model in various experiments on different datasets.
   },
   "wrist_right": {
     "count": 477,
-    "mean": 0.058141,
-    "median": 0.053924,
-    "std": 0.030039,
-    "sem": 0.001377,
-    "min": 0.009013,
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+    "mean": 0.058056,
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@@ -431,15 +431,15 @@ Results of the model in various experiments on different datasets.
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@@ -447,14 +447,14 @@ Results of the model in various experiments on different datasets.
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@@ -463,14 +463,14 @@ Results of the model in various experiments on different datasets.
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@@ -479,14 +479,14 @@ Results of the model in various experiments on different datasets.
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@@ -495,14 +495,14 @@ Results of the model in various experiments on different datasets.
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@@ -511,14 +511,14 @@ Results of the model in various experiments on different datasets.
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@@ -528,8 +528,8 @@ Results of the model in various experiments on different datasets.
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@@ -546,57 +546,57 @@ Results of the model in various experiments on different datasets.
 
 ```json
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+  "avg_time_3d": 0.0003714437754649036,
+  "avg_fps": 20.04887231463288
 }
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@@ -605,15 +605,15 @@ Results of the model in various experiments on different datasets.
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@@ -621,12 +621,12 @@ Results of the model in various experiments on different datasets.
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@@ -637,15 +637,15 @@ Results of the model in various experiments on different datasets.
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@@ -653,31 +653,31 @@ Results of the model in various experiments on different datasets.
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@@ -685,12 +685,12 @@ Results of the model in various experiments on different datasets.
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@@ -701,15 +701,15 @@ Results of the model in various experiments on different datasets.
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@@ -717,14 +717,14 @@ Results of the model in various experiments on different datasets.
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@@ -733,14 +733,14 @@ Results of the model in various experiments on different datasets.
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@@ -749,13 +749,13 @@ Results of the model in various experiments on different datasets.
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@@ -764,51 +764,51 @@ Results of the model in various experiments on different datasets.
     "num_labels": 376
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   "ankle_left": {
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   "joint_recalls": {
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+    "recall-0.25": 0.9822,
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 }
 {
   "total_parts": 5264,
-  "correct_parts": 4962,
-  "pcp": 0.942629
+  "correct_parts": 4958,
+  "pcp": 0.941869
 }
 ```
 
@@ -816,209 +816,205 @@ Results of the model in various experiments on different datasets.
 
 ```json
 {
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+  "avg_time_2d": 0.04502476590515531,
+  "avg_time_3d": 0.0003439047417463509,
+  "avg_fps": 22.041642079021162
 }
 {
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     "total_labels": 1061,
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+    "total_preds": 1002,
     "considered_empty": 0,
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 ```
 
@@ -1026,72 +1022,72 @@ Results of the model in various experiments on different datasets.
 
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@@ -1101,15 +1097,15 @@ Results of the model in various experiments on different datasets.
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@@ -1117,13 +1113,13 @@ Results of the model in various experiments on different datasets.
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@@ -1133,14 +1129,14 @@ Results of the model in various experiments on different datasets.
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@@ -1149,31 +1145,31 @@ Results of the model in various experiments on different datasets.
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@@ -1181,15 +1177,15 @@ Results of the model in various experiments on different datasets.
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@@ -1197,15 +1193,15 @@ Results of the model in various experiments on different datasets.
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@@ -1213,82 +1209,82 @@ Results of the model in various experiments on different datasets.
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-  "correct_parts": 19976,
-  "pcp": 0.977108
+  "correct_parts": 19972,
+  "pcp": 0.976913
 }
 ```
 
@@ -1296,269 +1292,269 @@ Results of the model in various experiments on different datasets.
 
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 }
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   "joint_recalls": {
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+    "recall-0.25": 0.906,
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   }
 }
 {
   "total_parts": 20444,
-  "correct_parts": 18371,
-  "pcp": 0.898601
+  "correct_parts": 18352,
+  "pcp": 0.897672
 }
 ```
 
@@ -1566,9 +1562,9 @@ Results of the model in various experiments on different datasets.
 
 ```json
 {
-  "avg_time_2d": 0.2086035833126161,
-  "avg_time_3d": 0.0016778585387439262,
-  "avg_fps": 4.755531402085697
+  "avg_time_2d": 0.18815787420040223,
+  "avg_time_3d": 0.001592859989259301,
+  "avg_fps": 5.270071835403125
 }
 {
   "person_nums": {
@@ -1587,12 +1583,12 @@ Results of the model in various experiments on different datasets.
   },
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@@ -1837,9 +1833,9 @@ Results of the model in various experiments on different datasets.
 (duration 00:01:45)
 ```json
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@@ -1896,45 +1892,45 @@ Results of the model in various experiments on different datasets.
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@@ -2071,35 +2067,35 @@ Results of the model in various experiments on different datasets.
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 {
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+  "correct_parts": 3411,
+  "pcp": 0.790865
 }
 ```
 
@@ -2108,9 +2104,9 @@ Results of the model in various experiments on different datasets.
 (duration 00:01:51)
 ```json
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@@ -2167,12 +2163,12 @@ Results of the model in various experiments on different datasets.
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@@ -2199,14 +2195,14 @@ Results of the model in various experiments on different datasets.
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@@ -2215,47 +2211,47 @@ Results of the model in various experiments on different datasets.
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@@ -2263,15 +2259,15 @@ Results of the model in various experiments on different datasets.
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@@ -2279,15 +2275,15 @@ Results of the model in various experiments on different datasets.
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@@ -2296,29 +2292,29 @@ Results of the model in various experiments on different datasets.
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@@ -2327,14 +2323,14 @@ Results of the model in various experiments on different datasets.
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@@ -2343,15 +2339,15 @@ Results of the model in various experiments on different datasets.
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@@ -2359,10 +2355,10 @@ Results of the model in various experiments on different datasets.
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@@ -2380,9 +2376,9 @@ Results of the model in various experiments on different datasets.
 
 ```json
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 }
 {
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@@ -2401,21 +2397,21 @@ Results of the model in various experiments on different datasets.
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@@ -2423,15 +2419,15 @@ Results of the model in various experiments on different datasets.
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@@ -2439,13 +2435,13 @@ Results of the model in various experiments on different datasets.
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@@ -2455,14 +2451,14 @@ Results of the model in various experiments on different datasets.
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@@ -2650,9 +2646,9 @@ Results of the model in various experiments on different datasets.
 
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@@ -2757,15 +2753,15 @@ Results of the model in various experiments on different datasets.
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@@ -2773,13 +2769,13 @@ Results of the model in various experiments on different datasets.
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@@ -2789,13 +2785,13 @@ Results of the model in various experiments on different datasets.
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@@ -2805,14 +2801,14 @@ Results of the model in various experiments on different datasets.
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@@ -2821,14 +2817,14 @@ Results of the model in various experiments on different datasets.
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@@ -2837,14 +2833,14 @@ Results of the model in various experiments on different datasets.
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@@ -2853,30 +2849,30 @@ Results of the model in various experiments on different datasets.
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@@ -2885,14 +2881,14 @@ Results of the model in various experiments on different datasets.
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@@ -2901,13 +2897,13 @@ Results of the model in various experiments on different datasets.
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@@ -2917,14 +2913,14 @@ Results of the model in various experiments on different datasets.
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@@ -3205,15 +3201,15 @@ Results of the model in various experiments on different datasets.
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@@ -3221,15 +3217,15 @@ Results of the model in various experiments on different datasets.
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@@ -3237,15 +3233,15 @@ Results of the model in various experiments on different datasets.
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@@ -3253,28 +3249,28 @@ Results of the model in various experiments on different datasets.
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@@ -3285,30 +3281,30 @@ Results of the model in various experiments on different datasets.
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@@ -3317,14 +3313,14 @@ Results of the model in various experiments on different datasets.
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@@ -3333,14 +3329,14 @@ Results of the model in various experiments on different datasets.
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@@ -4469,47 +4465,47 @@ Results of the model in various experiments on different datasets.
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@@ -4565,14 +4561,14 @@ Results of the model in various experiments on different datasets.
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@@ -4870,49 +4866,49 @@ Results of the model in various experiments on different datasets.
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 }
 ```
 
@@ -4922,269 +4918,269 @@ Results of the model in various experiments on different datasets.
 
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+  "correct_parts": 4893,
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 }
 ```
 
@@ -5192,9 +5188,9 @@ Results of the model in various experiments on different datasets.
 
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@@ -5235,15 +5231,15 @@ Results of the model in various experiments on different datasets.
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@@ -5251,13 +5247,13 @@ Results of the model in various experiments on different datasets.
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@@ -5267,13 +5263,13 @@ Results of the model in various experiments on different datasets.
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@@ -5283,13 +5279,13 @@ Results of the model in various experiments on different datasets.
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@@ -5299,14 +5295,14 @@ Results of the model in various experiments on different datasets.
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@@ -5315,14 +5311,14 @@ Results of the model in various experiments on different datasets.
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@@ -5331,14 +5327,14 @@ Results of the model in various experiments on different datasets.
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@@ -5347,15 +5343,15 @@ Results of the model in various experiments on different datasets.
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@@ -5363,15 +5359,15 @@ Results of the model in various experiments on different datasets.
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@@ -5411,14 +5407,14 @@ Results of the model in various experiments on different datasets.
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@@ -5462,57 +5458,57 @@ Results of the model in various experiments on different datasets.
 
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@@ -5521,14 +5517,14 @@ Results of the model in various experiments on different datasets.
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@@ -5537,14 +5533,14 @@ Results of the model in various experiments on different datasets.
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@@ -5553,15 +5549,15 @@ Results of the model in various experiments on different datasets.
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@@ -5569,14 +5565,14 @@ Results of the model in various experiments on different datasets.
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@@ -5585,12 +5581,12 @@ Results of the model in various experiments on different datasets.
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@@ -5617,13 +5613,13 @@ Results of the model in various experiments on different datasets.
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@@ -5633,14 +5629,14 @@ Results of the model in various experiments on different datasets.
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@@ -5649,13 +5645,13 @@ Results of the model in various experiments on different datasets.
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@@ -5665,14 +5661,14 @@ Results of the model in various experiments on different datasets.
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@@ -5681,14 +5677,14 @@ Results of the model in various experiments on different datasets.
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@@ -5697,15 +5693,15 @@ Results of the model in various experiments on different datasets.
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@@ -5713,8 +5709,8 @@ Results of the model in various experiments on different datasets.
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@@ -5732,58 +5728,58 @@ Results of the model in various experiments on different datasets.
 
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@@ -5791,13 +5787,13 @@ Results of the model in various experiments on different datasets.
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@@ -5807,30 +5803,30 @@ Results of the model in various experiments on different datasets.
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 }
 ```
 
@@ -6272,57 +6268,57 @@ Results of the model in various experiments on different datasets.
 
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@@ -6459,82 +6455,82 @@ Results of the model in various experiments on different datasets.
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 {
   "total_parts": 10248,
-  "correct_parts": 10247,
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+  "correct_parts": 10233,
+  "pcp": 0.998536
 }
 ```
 
@@ -6542,9 +6538,9 @@ Results of the model in various experiments on different datasets.
 
 ```json
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+  "avg_fps": 3.3880382039335584
 }
 {
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@@ -6563,21 +6559,21 @@ Results of the model in various experiments on different datasets.
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