Add files using upload-large-folder tool

scripts/ablation/delta/mscr-sjd/mscr_sjd_0.008.sh

@@ -0,0 +1,33 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi_groupsum'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1600'
+groupsum_delta=0.008
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/delta/mscr-sjd/mscr_sjd_${groupsum_delta}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+model_path=Alpha-VLLM/Lumina-mGPT-7B-768
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --model_path=$model_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --groupsum_delta=$groupsum_delta \
+  --target_size=768 \
+  --tree_choices=Grouped_Tree_6 > ${output_path}.log 2>&1

scripts/ablation/delta/mscr-sjd/mscr_sjd_0.01.sh

@@ -0,0 +1,33 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi_groupsum'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1600'
+groupsum_delta=0.01
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/delta/mscr-sjd/mscr_sjd_${groupsum_delta}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+model_path=Alpha-VLLM/Lumina-mGPT-7B-768
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --model_path=$model_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --groupsum_delta=$groupsum_delta \
+  --target_size=768 \
+  --tree_choices=Grouped_Tree_6 > ${output_path}.log 2>&1

scripts/ablation/delta/mscr-sjd/mscr_sjd_0.1.sh

@@ -0,0 +1,33 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi_groupsum'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1600'
+groupsum_delta=0.1
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/delta/mscr-sjd/mscr_sjd_${groupsum_delta}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+model_path=Alpha-VLLM/Lumina-mGPT-7B-768
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --model_path=$model_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --groupsum_delta=$groupsum_delta \
+  --target_size=768 \
+  --tree_choices=Grouped_Tree_6 > ${output_path}.log 2>&1

scripts/ablation/delta/mscr-sjd/mscr_sjd_1.sh

@@ -0,0 +1,33 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi_groupsum'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1600'
+groupsum_delta=1
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/delta/mscr-sjd/mscr_sjd_${groupsum_delta}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+model_path=Alpha-VLLM/Lumina-mGPT-7B-768
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --model_path=$model_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --groupsum_delta=$groupsum_delta \
+  --target_size=768 \
+  --tree_choices=Grouped_Tree_6 > ${output_path}.log 2>&1

scripts/ablation/group_num/sjdtree_4.sh

@@ -0,0 +1,30 @@
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1600'
+tree_type=Grouped_Tree_4
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/group_num/sjd_test_${tree_type}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ --gres=gpu:1 \
+ -p DataFrontier_Knowledge \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --tree_choices=$tree_type > ${output_path}.log 2>&1

scripts/ablation/group_num/sjdtree_6.sh

@@ -0,0 +1,30 @@
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1600'
+tree_type=Grouped_Tree_6
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/group_num/sjd_test_${tree_type}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ --gres=gpu:1 \
+ -p DataFrontier_Knowledge \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --tree_choices=$tree_type > ${output_path}.log 2>&1

scripts/ablation/group_num/sjdtree_8.sh

@@ -0,0 +1,30 @@
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1600'
+tree_type=Grouped_Tree_8
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/group_num/sjd_test_${tree_type}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ --gres=gpu:1 \
+ -p DataFrontier_Knowledge \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --tree_choices=$tree_type > ${output_path}.log 2>&1

scripts/ablation/group_num_short/sjdtree_10.sh

@@ -0,0 +1,30 @@
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1'
+tree_type=Grouped_Tree_10
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/group_num/sjd_test_${tree_type}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ --gres=gpu:1 \
+ -p DataFrontier_Knowledge \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --tree_choices=$tree_type > ${output_path}.log 2>&1

scripts/ablation/group_num_short/sjdtree_11.sh

@@ -0,0 +1,30 @@
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1'
+tree_type=Grouped_Tree_11
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/group_num/sjd_test_${tree_type}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ --gres=gpu:1 \
+ -p DataFrontier_Knowledge \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --tree_choices=$tree_type > ${output_path}.log 2>&1

scripts/ablation/group_num_short/sjdtree_11_10.sh

@@ -0,0 +1,30 @@
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1'
+tree_type=Grouped_Tree_11_10
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/group_num/sjd_test_${tree_type}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ --gres=gpu:1 \
+ -p DataFrontier_Knowledge \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --tree_choices=$tree_type > ${output_path}.log 2>&1

scripts/ablation/group_num_short/sjdtree_11_6.sh

@@ -0,0 +1,30 @@
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1'
+tree_type=Grouped_Tree_11_6
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/group_num/sjd_test_${tree_type}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ --gres=gpu:1 \
+ -p DataFrontier_Knowledge \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --tree_choices=$tree_type > ${output_path}.log 2>&1

scripts/ablation/group_num_short/sjdtree_11_8.sh

@@ -0,0 +1,30 @@
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1'
+tree_type=Grouped_Tree_11_8
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/group_num/sjd_test_${tree_type}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ --gres=gpu:1 \
+ -p DataFrontier_Knowledge \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --tree_choices=$tree_type > ${output_path}.log 2>&1

scripts/ablation/group_num_short/sjdtree_12.sh

@@ -0,0 +1,29 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1'
+tree_type=Grouped_Tree_12
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/group_num/sjd_test_${tree_type}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --tree_choices=$tree_type > ${output_path}.log 2>&1

scripts/ablation/group_num_short/sjdtree_2.sh

@@ -0,0 +1,30 @@
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1'
+tree_type=Grouped_Tree_2
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/group_num/sjd_test_${tree_type}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ --gres=gpu:1 \
+ -p DataFrontier_Knowledge \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --tree_choices=$tree_type > ${output_path}.log 2>&1

scripts/ablation/group_num_short/sjdtree_3.sh

@@ -0,0 +1,30 @@
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1'
+tree_type=Grouped_Tree_3
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/group_num/sjd_test_${tree_type}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ --gres=gpu:1 \
+ -p DataFrontier_Knowledge \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --tree_choices=$tree_type > ${output_path}.log 2>&1

scripts/ablation/group_num_short/sjdtree_4.sh

@@ -0,0 +1,30 @@
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1'
+tree_type=Grouped_Tree_4
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/group_num/sjd_test_${tree_type}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ --gres=gpu:1 \
+ -p DataFrontier_Knowledge \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --tree_choices=$tree_type > ${output_path}.log 2>&1

scripts/ablation/group_num_short/sjdtree_5.sh

@@ -0,0 +1,30 @@
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1'
+tree_type=Grouped_Tree_5
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/group_num/sjd_test_${tree_type}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ --gres=gpu:1 \
+ -p DataFrontier_Knowledge \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --tree_choices=$tree_type > ${output_path}.log 2>&1

scripts/ablation/group_num_short/sjdtree_5_10.sh

@@ -0,0 +1,30 @@
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1'
+tree_type=Grouped_Tree_5_10
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/group_num/sjd_test_${tree_type}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ --gres=gpu:1 \
+ -p DataFrontier_Knowledge \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --tree_choices=$tree_type > ${output_path}.log 2>&1

scripts/ablation/group_num_short/sjdtree_6.sh

@@ -0,0 +1,30 @@
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1'
+tree_type=Grouped_Tree_6
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/group_num/sjd_test_${tree_type}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ --gres=gpu:1 \
+ -p DataFrontier_Knowledge \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --tree_choices=$tree_type > ${output_path}.log 2>&1

scripts/ablation/group_num_short/sjdtree_6_10.sh

@@ -0,0 +1,30 @@
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1'
+tree_type=Grouped_Tree_6_10
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/group_num/sjd_test_${tree_type}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ --gres=gpu:1 \
+ -p DataFrontier_Knowledge \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --tree_choices=$tree_type > ${output_path}.log 2>&1

scripts/ablation/group_num_short/sjdtree_6_14.sh

@@ -0,0 +1,30 @@
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1'
+tree_type=Grouped_Tree_6_14
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/group_num/sjd_test_${tree_type}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ --gres=gpu:1 \
+ -p DataFrontier_Knowledge \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --tree_choices=$tree_type > ${output_path}.log 2>&1

scripts/ablation/group_num_short/sjdtree_7.sh

@@ -0,0 +1,30 @@
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1'
+tree_type=Grouped_Tree_7
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/group_num/sjd_test_${tree_type}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ --gres=gpu:1 \
+ -p DataFrontier_Knowledge \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --tree_choices=$tree_type > ${output_path}.log 2>&1

scripts/ablation/group_num_short/sjdtree_8.sh

@@ -0,0 +1,30 @@
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1'
+tree_type=Grouped_Tree_8
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/group_num/sjd_test_${tree_type}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ --gres=gpu:1 \
+ -p DataFrontier_Knowledge \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --tree_choices=$tree_type > ${output_path}.log 2>&1

scripts/ablation/group_num_short/sjdtree_9.sh

@@ -0,0 +1,30 @@
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1'
+tree_type=Grouped_Tree_9
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/group_num/sjd_test_${tree_type}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ --gres=gpu:1 \
+ -p DataFrontier_Knowledge \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --tree_choices=$tree_type > ${output_path}.log 2>&1

scripts/ablation/sematic/ms_sjd_random/ms_sjd_random.sh

@@ -0,0 +1,31 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi_random'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-100'
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/sematic/ms_sjd_random
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+model_path=Alpha-VLLM/Lumina-mGPT-7B-768
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --model_path=$model_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --target_size=768 \
+  --tree_choices=Grouped_Tree_6 > ${output_path}.log 2>&1

scripts/ablation/sematic/ms_sjd_re_1/ms_sjd_re.sh

@@ -0,0 +1,31 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/ICLR25/sjdtree
+isp='random'
+method='speculative_jacobi_replace'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='1301-1600'
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/ablation/sematic/ms_sjd_re
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+model_path=Alpha-VLLM/Lumina-mGPT-7B-768
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python /mnt/petrelfs/leihaodong/ICLR25/sjdtree/main.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --model_path=$model_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --target_size=768 \
+  --tree_choices=Grouped_Tree_6 > ${output_path}_${slice}.log 2>&1

scripts/ablation/test_fast.sh

@@ -0,0 +1,9 @@
+cd /mnt/petrelfs/leihaodong/ICLR25/scripts/ablation/group_num_short
+# echo 11
+# bash sjdtree_11.sh
+echo 6
+# sbatch --quotatype=auto sjdtree_12.sh
+sbatch \
+ -p DataFrontier_Knowledge \
+ --gres=gpu:1 \
+ sjdtree_12.sh

scripts/emu3/MSCOCO/base.sh

@@ -0,0 +1,26 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/sjdtree
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=1
+benchmark_way='order'
+prompt="MSCOCO2017Val"
+num_images=4000
+slice='0-4000'
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/Emu3/${prompt}/base
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+  python main_emu3.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice > ${output_path}.log 2>&1

scripts/emu3/MSCOCO/gsd.sh

@@ -0,0 +1,29 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/sjdtree
+isp='random'
+method='group_speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="MSCOCO2017Val"
+num_images=4000
+slice='485-4000'
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/Emu3/${prompt}/gsd
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python main_emu3.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --target_size=720 \
+  --tree_choices=Line_16 > ${output_path}.log 2>&1

scripts/emu3/MSCOCO/jd.sh

@@ -0,0 +1,29 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/sjdtree
+isp='random'
+method='jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="MSCOCO2017Val"
+num_images=4000
+slice='0-1'
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/Emu3/${prompt}/sjd
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python main_emu3.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --target_size=720 \
+  --tree_choices=Line_16 > ${output_path}.log 2>&1

scripts/emu3/MSCOCO/lantern.sh

@@ -0,0 +1,29 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/sjdtree
+isp='random'
+method='lantern'
+num_init_new_token=16
+benchmark_way='order'
+prompt="MSCOCO2017Val"
+num_images=4000
+slice='485-4000'
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/Emu3/${prompt}/lantern
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python main_emu3.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --target_size=720 \
+  --tree_choices=Line_16 > ${output_path}.log 2>&1

scripts/emu3/MSCOCO/ms_sjd.sh

@@ -0,0 +1,29 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="MSCOCO2017Val"
+num_images=4000
+slice='0-4000'
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/Emu3/${prompt}/ms_sjd
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python main_emu3.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --target_size=720 \
+  --tree_choices=Grouped_Tree_6 > ${output_path}.log 2>&1

scripts/emu3/MSCOCO/mscr_gsd.sh

@@ -0,0 +1,31 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/sjdtree
+isp='random'
+method='group_speculative_jacobi_groupsum'
+num_init_new_token=16
+benchmark_way='order'
+prompt="MSCOCO2017Val"
+num_images=4000
+slice='485-4000'
+groupsum_delta=0.008
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/Emu3/${prompt}/mscr_gsd
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python main_emu3.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --groupsum_delta=$groupsum_delta \
+  --target_size=720 \
+  --tree_choices=Grouped_Tree_6 > ${output_path}.log 2>&1

scripts/emu3/MSCOCO/mscr_gsd1.sh

@@ -0,0 +1,31 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/sjdtree
+isp='random'
+method='group_speculative_jacobi_groupsum'
+num_init_new_token=16
+benchmark_way='order'
+prompt="MSCOCO2017Val"
+num_images=4000
+slice='0-4000'
+groupsum_delta=0.005
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/Emu3/${prompt}/mscr_gsd_${groupsum_delta}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python main_emu3.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --groupsum_delta=$groupsum_delta \
+  --target_size=720 \
+  --tree_choices=Grouped_Tree_6 > ${output_path}.log 2>&1

scripts/emu3/MSCOCO/mscr_sjd.sh

@@ -0,0 +1,31 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/sjdtree
+isp='random'
+method='speculative_jacobi_groupsum'
+num_init_new_token=16
+benchmark_way='order'
+prompt="MSCOCO2017Val"
+num_images=4000
+slice='0-4000'
+groupsum_delta=0.05
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/Emu3/${prompt}/mscr_sjd_${groupsum_delta}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python main_emu3.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --groupsum_delta=$groupsum_delta \
+  --target_size=720 \
+  --tree_choices=Grouped_Tree_6 > ${output_path}.log 2>&1

scripts/emu3/MSCOCO/sjd.sh

@@ -0,0 +1,29 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="MSCOCO2017Val"
+num_images=4000
+slice='485-4000'
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/Emu3/${prompt}/sjd
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python main_emu3.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --target_size=720 \
+  --tree_choices=Line_16 > ${output_path}.log 2>&1

scripts/emu3/PP/base.sh

@@ -0,0 +1,37 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/sjdtree
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=1
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1600'
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/Emu3/${prompt}/base
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+  python main_emu3.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice > ${output_path}.log 2>&1
+
+# python main_emu3.py \
+#   --tokenizer_path=$tokenizer_path \
+#   --output_path=$output_path \
+#   --isp=$isp \
+#   --method=$method \
+#   --num_init_new_token=$num_init_new_token \
+#   --benchmark_way=$benchmark_way \
+#   --prompt=$prompt \
+#   --num_images=$num_images \
+#   --slice=$slice > ${output_path}.log 2>&1

scripts/emu3/PP/gsd.sh

@@ -0,0 +1,29 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/sjdtree
+isp='random'
+method='group_speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='485-1600'
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/Emu3/${prompt}/gsd
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python main_emu3.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --target_size=720 \
+  --tree_choices=Line_16 > ${output_path}.log 2>&1

scripts/emu3/PP/jd.sh

@@ -0,0 +1,29 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/sjdtree
+isp='random'
+method='jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1'
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/Emu3/${prompt}/sjd
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python main_emu3.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --target_size=720 \
+  --tree_choices=Line_16 > ${output_path}.log 2>&1

scripts/emu3/PP/lantern.sh

@@ -0,0 +1,29 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/sjdtree
+isp='random'
+method='lantern'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='485-1600'
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/Emu3/${prompt}/lantern
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python main_emu3.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --target_size=720 \
+  --tree_choices=Line_16 > ${output_path}.log 2>&1

scripts/emu3/PP/ms_sjd.sh

@@ -0,0 +1,29 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1600'
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/Emu3/${prompt}/ms_sjd
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python main_emu3.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --target_size=720 \
+  --tree_choices=Grouped_Tree_6 > ${output_path}.log 2>&1

scripts/emu3/PP/mscr_gsd.sh

@@ -0,0 +1,31 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/sjdtree
+isp='random'
+method='group_speculative_jacobi_groupsum'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1600'
+groupsum_delta=0.008
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/Emu3/${prompt}/mscr_gsd
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python main_emu3.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --groupsum_delta=$groupsum_delta \
+  --target_size=720 \
+  --tree_choices=Grouped_Tree_6 > ${output_path}.log 2>&1

scripts/emu3/PP/mscr_sjd.sh

@@ -0,0 +1,47 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/sjdtree
+isp='random'
+method='speculative_jacobi_groupsum'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1600'
+groupsum_delta=0.05
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/Emu3/${prompt}/mscr_sjd_${groupsum_delta}
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python main_emu3.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --groupsum_delta=$groupsum_delta \
+  --target_size=720 \
+  --tree_choices=Grouped_Tree_6 > ${output_path}.log 2>&1
+
+# python main_emu3.py \
+#     --tokenizer_path=$tokenizer_path \
+#     --output_path=$output_path \
+#     --model_path=$model_path \
+#     --isp=$isp \
+#     --method=$method \
+#     --num_init_new_token=$num_init_new_token \
+#     --benchmark_way=$benchmark_way \
+#     --prompt=$prompt \
+#     --num_images=$num_images \
+#     --slice=$slice \
+#     --static_tree \
+#     --groupsum_delta=$groupsum_delta \
+#     --target_size=720 \
+#     --tree_choices=Grouped_Tree_6 > ${output_path}.log 2>&1

scripts/emu3/PP/sjd.sh

@@ -0,0 +1,29 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/sjdtree
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="PartiPrompts"
+num_images=1600
+slice='0-1600'
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/Emu3/${prompt}/sjd
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python main_emu3.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --target_size=720 \
+  --tree_choices=Line_16 > ${output_path}.log 2>&1

scripts/emu3/T2ICompBench/base.sh

@@ -0,0 +1,26 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/sjdtree
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+isp='random'
+method='speculative_jacobi'
+num_init_new_token=1
+benchmark_way='order'
+prompt="T2ICompBenchVal"
+num_images=2400
+slice='0-2400'
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/Emu3/${prompt}/base
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+  python main_emu3.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice > ${output_path}.log 2>&1

scripts/emu3/T2ICompBench/gsd.sh

@@ -0,0 +1,29 @@
+#!/bin/sh
+cd /mnt/petrelfs/leihaodong/sjdtree
+isp='random'
+method='group_speculative_jacobi'
+num_init_new_token=16
+benchmark_way='order'
+prompt="T2ICompBenchVal"
+num_images=2400
+slice='485-2400'
+output_path=/mnt/petrelfs/leihaodong/ICLR25/exp/Emu3/${prompt}/gsd
+tokenizer_path=/mnt/petrelfs/leihaodong/local_model/chameleon/tokenizer
+mkdir -p ${output_path}
+
+srun \
+ -N 1 \
+ --ntasks-per-node 1 \
+ python main_emu3.py \
+  --tokenizer_path=$tokenizer_path \
+  --output_path=$output_path \
+  --isp=$isp \
+  --method=$method \
+  --num_init_new_token=$num_init_new_token \
+  --benchmark_way=$benchmark_way \
+  --prompt=$prompt \
+  --num_images=$num_images \
+  --slice=$slice \
+  --static_tree \
+  --target_size=720 \
+  --tree_choices=Line_16 > ${output_path}.log 2>&1