add dense t-SNE scaling output run_tsne_scaleup4567_final_dense_20260728.sh

visualizations/h100/tsne_scaling_20260728_final_dense/run_tsne_scaleup4567_final_dense_20260728.sh

@@ -0,0 +1,46 @@
+#!/usr/bin/env bash
+set -euo pipefail
+ROOT=/dev/shm/muse/src/ViTacDreamer_policy
+cd "$ROOT"
+export CUDA_VISIBLE_DEVICES=4
+export PYTHONPATH="$ROOT"
+export HF_HUB_OFFLINE=1
+export TRANSFORMERS_OFFLINE=1
+export VITACDREAMER_VIT_CHECKPOINT="$ROOT/.hf_cache/google_vit_base_patch16_224"
+PY=/dev/shm/muse/envs/vitacdreamer_prior512/bin/python
+OUT=outputs/tsne_scaling_20260728_final_dense
+LOG=logs/tsne_scaling_20260728_final_dense
+mkdir -p "$OUT" "$LOG"
+run_one() {
+  local name="$1" data="$2" ckpt="$3" cfg="$4"
+  echo "===== RUN $name ====="
+  "$PY" scripts/analysis/generate_scaleup_tsne.py \
+    --name "$name" \
+    --data_dir "$data" \
+    --ckpt "$ckpt" \
+    --config "$cfg" \
+    --out_dir "$OUT" \
+    --device cuda:0 \
+    --batch_size 32 \
+    --max_per_task 500 \
+    --point_size 3.5 \
+    --perplexity 50 \
+    --seed 42 2>&1 | tee "$LOG/${name}.log"
+}
+run_one scaleup4_tasks4_stage2 \
+  dataset_encoder500_scaleup4_formal_20260728/val \
+  /dev/shm/muse/checkpoints/bos_restore/scaleup4_formal_prior512_stage2_20260615/stage2_v2_best.pth \
+  /dev/shm/muse/checkpoints/bos_restore/scaleup4_formal_prior512_stage2_20260615/config.json
+run_one scaleup5_tasks5_stage2 \
+  dataset_encoder500_scaleup5_20260728/val \
+  /dev/shm/muse/checkpoints/bos_restore/scaleup5_stage2_20260711/stage2_v2_best.pth \
+  /dev/shm/muse/checkpoints/bos_restore/scaleup5_stage2_20260711/config.json
+run_one scaleup6_tasks6_stage2 \
+  dataset_encoder500_scaleup6_h32_20260725/val \
+  /dev/shm/muse/checkpoints/scaleup_tsne_h32_20260725/stage2_prior512_encoder500_scaleup6_hlen5_stride5_e25_b192_from_stage1_prior512_encoder500_scaleup6_hlen5_stride5_e30_b224/stage2_v2_best.pth \
+  /dev/shm/muse/checkpoints/scaleup_tsne_h32_20260725/stage2_prior512_encoder500_scaleup6_hlen5_stride5_e25_b192_from_stage1_prior512_encoder500_scaleup6_hlen5_stride5_e30_b224/config.json
+run_one scaleup7_tasks7_stage2 \
+  dataset_encoder500_scaleup7_h32_20260726/val \
+  /dev/shm/muse/checkpoints/scaleup7_h32_20260726/stage2_prior512_encoder500_scaleup7_hlen5_stride5_e25_b192_from_stage1e30/stage2_v2_best.pth \
+  /dev/shm/muse/checkpoints/scaleup7_h32_20260726/stage2_prior512_encoder500_scaleup7_hlen5_stride5_e25_b192_from_stage1e30/config.json
+echo DONE_ALL