diff --git a/.gitignore b/.gitignore
index f49d3d39c43553cc3316dc307f42b13d5585f377..8a41b53c3d7f3c953febf07eda94ed6470656346 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1 +1,2 @@
-plenoxel_*/*.ckpt
\ No newline at end of file
+plenoxel_*/*.ckpt
+dvgo_*/*.ckpt
\ No newline at end of file
diff --git a/dvgo_blender_chair_220901/cfg_model.npy b/dvgo_blender_chair_220901/cfg_model.npy
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--- /dev/null
+++ b/dvgo_blender_chair_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0dc8bf136815093297b4b8dd8be6879305d9ef2fc99f339b21e551c1b7852a86
+size 1339
diff --git a/dvgo_blender_chair_220901/config.gin b/dvgo_blender_chair_220901/config.gin
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index 0000000000000000000000000000000000000000..04909c867a2d1f17743e675f018f8cf4922285e2
--- /dev/null
+++ b/dvgo_blender_chair_220901/config.gin
@@ -0,0 +1,29 @@
+Config from configs/dvgo/blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "blender"
+run.datadir = "data/blender"
+
+LitData.batch_sampler = "dynamic_all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.needs_train_info = True
+LitData.batch_size = 4096
+LitData.chunk = 32768
+LitData.use_pixel_centers = True
+LitData.epoch_size = 25000
+LitDataBlender.white_bkgd = True
+
+run.max_steps = 25000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+run.save_last = False
+
+MultipleImageDynamicDDPSampler.N_coarse = 5000
+LitDVGO.model_type = "dvgo"
+LitDVGO.ray_masking = True
+
+### Binded options
diff --git a/dvgo_blender_chair_220901/dvgo_blender_chair_220901/version_0/events.out.tfevents.1662997429.task19.27.0 b/dvgo_blender_chair_220901/dvgo_blender_chair_220901/version_0/events.out.tfevents.1662997429.task19.27.0
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+version https://git-lfs.github.com/spec/v1
+oid sha256:47f115a6c5f354db37d2ce9eb79b9afc0344cbf5e10319a1a47e4c5b837687dd
+size 75447
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+version https://git-lfs.github.com/spec/v1
+oid sha256:a45bc6960e9205ebda524786cd813dea5fe57deacd5af88eca1e3a92837aa962
+size 233
diff --git a/dvgo_blender_chair_220901/dvgo_blender_chair_220901/version_0/hparams.yaml b/dvgo_blender_chair_220901/dvgo_blender_chair_220901/version_0/hparams.yaml
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--- /dev/null
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@@ -0,0 +1 @@
+{}
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diff --git a/dvgo_blender_chair_220901/results.json b/dvgo_blender_chair_220901/results.json
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--- /dev/null
+++ b/dvgo_blender_chair_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.04284073784947395,
+        "test": 0.04284073784947395
+    },
+    "PSNR": {
+        "mean": 32.685400210848066,
+        "test": 32.685400210848066
+    },
+    "SSIM": {
+        "mean": 0.9659957885742188,
+        "test": 0.9659957885742188
+    }
+}
\ No newline at end of file
diff --git a/dvgo_blender_drums_220901/cfg_model.npy b/dvgo_blender_drums_220901/cfg_model.npy
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--- /dev/null
+++ b/dvgo_blender_drums_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:987d937c3dc209d6fc36f5dfb600c54f124027d7829590a09e00bfecde0bbfcc
+size 1339
diff --git a/dvgo_blender_drums_220901/config.gin b/dvgo_blender_drums_220901/config.gin
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--- /dev/null
+++ b/dvgo_blender_drums_220901/config.gin
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+Config from configs/dvgo/blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "blender"
+run.datadir = "data/blender"
+
+LitData.batch_sampler = "dynamic_all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.needs_train_info = True
+LitData.batch_size = 4096
+LitData.chunk = 32768
+LitData.use_pixel_centers = True
+LitData.epoch_size = 25000
+LitDataBlender.white_bkgd = True
+
+run.max_steps = 25000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+run.save_last = False
+
+MultipleImageDynamicDDPSampler.N_coarse = 5000
+LitDVGO.model_type = "dvgo"
+LitDVGO.ray_masking = True
+
+### Binded options
diff --git a/dvgo_blender_drums_220901/dvgo_blender_drums_220901/version_0/events.out.tfevents.1663004034.task1.26.0 b/dvgo_blender_drums_220901/dvgo_blender_drums_220901/version_0/events.out.tfevents.1663004034.task1.26.0
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+size 75447
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+version https://git-lfs.github.com/spec/v1
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+size 233
diff --git a/dvgo_blender_drums_220901/dvgo_blender_drums_220901/version_0/hparams.yaml b/dvgo_blender_drums_220901/dvgo_blender_drums_220901/version_0/hparams.yaml
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+{}
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diff --git a/dvgo_blender_drums_220901/results.json b/dvgo_blender_drums_220901/results.json
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--- /dev/null
+++ b/dvgo_blender_drums_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.08394418656826019,
+        "test": 0.08394418656826019
+    },
+    "PSNR": {
+        "mean": 25.255803409103923,
+        "test": 25.255803409103923
+    },
+    "SSIM": {
+        "mean": 0.9279365539550781,
+        "test": 0.9279365539550781
+    }
+}
\ No newline at end of file
diff --git a/dvgo_blender_ficus_220901/cfg_model.npy b/dvgo_blender_ficus_220901/cfg_model.npy
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--- /dev/null
+++ b/dvgo_blender_ficus_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fca741f9a990e68a08e028ae9b928b2f85d35b5063582a14aee044feec49b254
+size 1339
diff --git a/dvgo_blender_ficus_220901/config.gin b/dvgo_blender_ficus_220901/config.gin
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--- /dev/null
+++ b/dvgo_blender_ficus_220901/config.gin
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+Config from configs/dvgo/blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "blender"
+run.datadir = "data/blender"
+
+LitData.batch_sampler = "dynamic_all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.needs_train_info = True
+LitData.batch_size = 4096
+LitData.chunk = 32768
+LitData.use_pixel_centers = True
+LitData.epoch_size = 25000
+LitDataBlender.white_bkgd = True
+
+run.max_steps = 25000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+run.save_last = False
+
+MultipleImageDynamicDDPSampler.N_coarse = 5000
+LitDVGO.model_type = "dvgo"
+LitDVGO.ray_masking = True
+
+### Binded options
diff --git a/dvgo_blender_ficus_220901/dvgo_blender_ficus_220901/version_0/events.out.tfevents.1663004022.task2.26.0 b/dvgo_blender_ficus_220901/dvgo_blender_ficus_220901/version_0/events.out.tfevents.1663004022.task2.26.0
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+size 75447
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+version https://git-lfs.github.com/spec/v1
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+size 233
diff --git a/dvgo_blender_ficus_220901/dvgo_blender_ficus_220901/version_0/hparams.yaml b/dvgo_blender_ficus_220901/dvgo_blender_ficus_220901/version_0/hparams.yaml
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+{}
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diff --git a/dvgo_blender_ficus_220901/results.json b/dvgo_blender_ficus_220901/results.json
new file mode 100644
index 0000000000000000000000000000000000000000..eee6cee254c7bd7aab54d27f09fc9fefe2be37cf
--- /dev/null
+++ b/dvgo_blender_ficus_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.02828800119459629,
+        "test": 0.02828800119459629
+    },
+    "PSNR": {
+        "mean": 32.05202182141579,
+        "test": 32.05202182141579
+    },
+    "SSIM": {
+        "mean": 0.9748775959014893,
+        "test": 0.9748775959014893
+    }
+}
\ No newline at end of file
diff --git a/dvgo_blender_hotdog_220901/cfg_model.npy b/dvgo_blender_hotdog_220901/cfg_model.npy
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--- /dev/null
+++ b/dvgo_blender_hotdog_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea26b838823cd5341f88708900fac0597413a6fb989efced13d6c50e87adc349
+size 1340
diff --git a/dvgo_blender_hotdog_220901/config.gin b/dvgo_blender_hotdog_220901/config.gin
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--- /dev/null
+++ b/dvgo_blender_hotdog_220901/config.gin
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+Config from configs/dvgo/blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "blender"
+run.datadir = "data/blender"
+
+LitData.batch_sampler = "dynamic_all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.needs_train_info = True
+LitData.batch_size = 4096
+LitData.chunk = 32768
+LitData.use_pixel_centers = True
+LitData.epoch_size = 25000
+LitDataBlender.white_bkgd = True
+
+run.max_steps = 25000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+run.save_last = False
+
+MultipleImageDynamicDDPSampler.N_coarse = 5000
+LitDVGO.model_type = "dvgo"
+LitDVGO.ray_masking = True
+
+### Binded options
diff --git a/dvgo_blender_hotdog_220901/dvgo_blender_hotdog_220901/version_0/events.out.tfevents.1663004030.task3.27.0 b/dvgo_blender_hotdog_220901/dvgo_blender_hotdog_220901/version_0/events.out.tfevents.1663004030.task3.27.0
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+size 75447
diff --git a/dvgo_blender_hotdog_220901/dvgo_blender_hotdog_220901/version_0/events.out.tfevents.1663006694.task3.27.1 b/dvgo_blender_hotdog_220901/dvgo_blender_hotdog_220901/version_0/events.out.tfevents.1663006694.task3.27.1
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+version https://git-lfs.github.com/spec/v1
+oid sha256:5d8cab079c6a83fb800382331456584fb86b5123e27d474096d70ea603093614
+size 233
diff --git a/dvgo_blender_hotdog_220901/dvgo_blender_hotdog_220901/version_0/hparams.yaml b/dvgo_blender_hotdog_220901/dvgo_blender_hotdog_220901/version_0/hparams.yaml
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+{}
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diff --git a/dvgo_blender_hotdog_220901/results.json b/dvgo_blender_hotdog_220901/results.json
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index 0000000000000000000000000000000000000000..d25c4cc0bd89cc43e6ac88e24c95ec60d6cdab37
--- /dev/null
+++ b/dvgo_blender_hotdog_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.04109407216310501,
+        "test": 0.04109407216310501
+    },
+    "PSNR": {
+        "mean": 36.10675031683344,
+        "test": 36.10675031683344
+    },
+    "SSIM": {
+        "mean": 0.9768925309181213,
+        "test": 0.9768925309181213
+    }
+}
\ No newline at end of file
diff --git a/dvgo_blender_lego_220901/cfg_model.npy b/dvgo_blender_lego_220901/cfg_model.npy
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--- /dev/null
+++ b/dvgo_blender_lego_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ca7368f0900ca8e6cfce0617d2c7afbdc1e55a3998ba2405c066314674a317e
+size 1338
diff --git a/dvgo_blender_lego_220901/config.gin b/dvgo_blender_lego_220901/config.gin
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index 0000000000000000000000000000000000000000..04909c867a2d1f17743e675f018f8cf4922285e2
--- /dev/null
+++ b/dvgo_blender_lego_220901/config.gin
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+Config from configs/dvgo/blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "blender"
+run.datadir = "data/blender"
+
+LitData.batch_sampler = "dynamic_all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.needs_train_info = True
+LitData.batch_size = 4096
+LitData.chunk = 32768
+LitData.use_pixel_centers = True
+LitData.epoch_size = 25000
+LitDataBlender.white_bkgd = True
+
+run.max_steps = 25000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+run.save_last = False
+
+MultipleImageDynamicDDPSampler.N_coarse = 5000
+LitDVGO.model_type = "dvgo"
+LitDVGO.ray_masking = True
+
+### Binded options
diff --git a/dvgo_blender_lego_220901/dvgo_blender_lego_220901/version_0/events.out.tfevents.1663004038.task4.27.0 b/dvgo_blender_lego_220901/dvgo_blender_lego_220901/version_0/events.out.tfevents.1663004038.task4.27.0
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+version https://git-lfs.github.com/spec/v1
+oid sha256:0b1a562a61c240cdf504d127c96c7ff7a847955a3045c943ad8acca9e307acff
+size 75447
diff --git a/dvgo_blender_lego_220901/dvgo_blender_lego_220901/version_0/events.out.tfevents.1663006642.task4.27.1 b/dvgo_blender_lego_220901/dvgo_blender_lego_220901/version_0/events.out.tfevents.1663006642.task4.27.1
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+version https://git-lfs.github.com/spec/v1
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+size 233
diff --git a/dvgo_blender_lego_220901/dvgo_blender_lego_220901/version_0/hparams.yaml b/dvgo_blender_lego_220901/dvgo_blender_lego_220901/version_0/hparams.yaml
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+{}
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diff --git a/dvgo_blender_lego_220901/results.json b/dvgo_blender_lego_220901/results.json
new file mode 100644
index 0000000000000000000000000000000000000000..d64acff3cd796a55e799bb38d450d31c1d5d4a6b
--- /dev/null
+++ b/dvgo_blender_lego_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.03845405578613281,
+        "test": 0.03845405578613281
+    },
+    "PSNR": {
+        "mean": 33.445841738693105,
+        "test": 33.445841738693105
+    },
+    "SSIM": {
+        "mean": 0.9697288274765015,
+        "test": 0.9697288274765015
+    }
+}
\ No newline at end of file
diff --git a/dvgo_blender_materials_220901/cfg_model.npy b/dvgo_blender_materials_220901/cfg_model.npy
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--- /dev/null
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2577f75805645e17c1143891779580c60f5a15c8e85e623121159ba328d8a84a
+size 1344
diff --git a/dvgo_blender_materials_220901/config.gin b/dvgo_blender_materials_220901/config.gin
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--- /dev/null
+++ b/dvgo_blender_materials_220901/config.gin
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+Config from configs/dvgo/blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "blender"
+run.datadir = "data/blender"
+
+LitData.batch_sampler = "dynamic_all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.needs_train_info = True
+LitData.batch_size = 4096
+LitData.chunk = 32768
+LitData.use_pixel_centers = True
+LitData.epoch_size = 25000
+LitDataBlender.white_bkgd = True
+
+run.max_steps = 25000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+run.save_last = False
+
+MultipleImageDynamicDDPSampler.N_coarse = 5000
+LitDVGO.model_type = "dvgo"
+LitDVGO.ray_masking = True
+
+### Binded options
diff --git a/dvgo_blender_materials_220901/dvgo_blender_materials_220901/version_0/events.out.tfevents.1663004042.task5.27.0 b/dvgo_blender_materials_220901/dvgo_blender_materials_220901/version_0/events.out.tfevents.1663004042.task5.27.0
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+version https://git-lfs.github.com/spec/v1
+oid sha256:b5abadb9500bd263788699e398b599a1e27eb3d3f75ac73e579e74c65ea67c13
+size 75447
diff --git a/dvgo_blender_materials_220901/dvgo_blender_materials_220901/version_0/events.out.tfevents.1663006802.task5.27.1 b/dvgo_blender_materials_220901/dvgo_blender_materials_220901/version_0/events.out.tfevents.1663006802.task5.27.1
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+version https://git-lfs.github.com/spec/v1
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+size 233
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diff --git a/dvgo_blender_materials_220901/results.json b/dvgo_blender_materials_220901/results.json
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index 0000000000000000000000000000000000000000..b46bb5aea223a312b300af4718d723c76d119cd8
--- /dev/null
+++ b/dvgo_blender_materials_220901/results.json
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+{
+    "LPIPS": {
+        "mean": 0.06648203730583191,
+        "test": 0.06648203730583191
+    },
+    "PSNR": {
+        "mean": 29.142475786113582,
+        "test": 29.142475786113582
+    },
+    "SSIM": {
+        "mean": 0.9466081261634827,
+        "test": 0.9466081261634827
+    }
+}
\ No newline at end of file
diff --git a/dvgo_blender_mic_220901/cfg_model.npy b/dvgo_blender_mic_220901/cfg_model.npy
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index 0000000000000000000000000000000000000000..654a2a4065e5284aaa78ad9dadec02071d4b16a8
--- /dev/null
+++ b/dvgo_blender_mic_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eebaecd747a23bd772f3fdf0a9d4c9a2c4dbb014783a89f1d8b27072461b4c37
+size 1337
diff --git a/dvgo_blender_mic_220901/config.gin b/dvgo_blender_mic_220901/config.gin
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index 0000000000000000000000000000000000000000..04909c867a2d1f17743e675f018f8cf4922285e2
--- /dev/null
+++ b/dvgo_blender_mic_220901/config.gin
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+Config from configs/dvgo/blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "blender"
+run.datadir = "data/blender"
+
+LitData.batch_sampler = "dynamic_all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.needs_train_info = True
+LitData.batch_size = 4096
+LitData.chunk = 32768
+LitData.use_pixel_centers = True
+LitData.epoch_size = 25000
+LitDataBlender.white_bkgd = True
+
+run.max_steps = 25000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+run.save_last = False
+
+MultipleImageDynamicDDPSampler.N_coarse = 5000
+LitDVGO.model_type = "dvgo"
+LitDVGO.ray_masking = True
+
+### Binded options
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diff --git a/dvgo_blender_mic_220901/results.json b/dvgo_blender_mic_220901/results.json
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index 0000000000000000000000000000000000000000..ba771d5efa7afeddd1daa0be3f590da3bce83f08
--- /dev/null
+++ b/dvgo_blender_mic_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.025355299934744835,
+        "test": 0.025355299934744835
+    },
+    "PSNR": {
+        "mean": 31.99319657768741,
+        "test": 31.99319657768741
+    },
+    "SSIM": {
+        "mean": 0.9756079912185669,
+        "test": 0.9756079912185669
+    }
+}
\ No newline at end of file
diff --git a/dvgo_blender_ship_220901/cfg_model.npy b/dvgo_blender_ship_220901/cfg_model.npy
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--- /dev/null
+++ b/dvgo_blender_ship_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eebf0fa149bd65d79f8595e7e80ac7033727cb591a92fe4abd8d585396798604
+size 1338
diff --git a/dvgo_blender_ship_220901/config.gin b/dvgo_blender_ship_220901/config.gin
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--- /dev/null
+++ b/dvgo_blender_ship_220901/config.gin
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+Config from configs/dvgo/blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "blender"
+run.datadir = "data/blender"
+
+LitData.batch_sampler = "dynamic_all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.needs_train_info = True
+LitData.batch_size = 4096
+LitData.chunk = 32768
+LitData.use_pixel_centers = True
+LitData.epoch_size = 25000
+LitDataBlender.white_bkgd = True
+
+run.max_steps = 25000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+run.save_last = False
+
+MultipleImageDynamicDDPSampler.N_coarse = 5000
+LitDVGO.model_type = "dvgo"
+LitDVGO.ray_masking = True
+
+### Binded options
diff --git a/dvgo_blender_ship_220901/dvgo_blender_ship_220901/version_0/events.out.tfevents.1663004060.task7.26.0 b/dvgo_blender_ship_220901/dvgo_blender_ship_220901/version_0/events.out.tfevents.1663004060.task7.26.0
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+size 75447
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+version https://git-lfs.github.com/spec/v1
+oid sha256:fdbe57d55e663bc38d5c563b91929b8a0945b6f6512b2af3201424662a8d2a65
+size 233
diff --git a/dvgo_blender_ship_220901/dvgo_blender_ship_220901/version_0/hparams.yaml b/dvgo_blender_ship_220901/dvgo_blender_ship_220901/version_0/hparams.yaml
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+{}
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diff --git a/dvgo_blender_ship_220901/render_model/image199.jpg b/dvgo_blender_ship_220901/render_model/image199.jpg
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diff --git a/dvgo_blender_ship_220901/results.json b/dvgo_blender_ship_220901/results.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a64d9c6f83707f348a903b94b9cc76fa75629bc
--- /dev/null
+++ b/dvgo_blender_ship_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.17335402965545654,
+        "test": 0.17335402965545654
+    },
+    "PSNR": {
+        "mean": 28.549966341979314,
+        "test": 28.549966341979314
+    },
+    "SSIM": {
+        "mean": 0.8706309795379639,
+        "test": 0.8706309795379639
+    }
+}
\ No newline at end of file
diff --git a/dvgo_lf_africa_220901/cfg_model.npy b/dvgo_lf_africa_220901/cfg_model.npy
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--- /dev/null
+++ b/dvgo_lf_africa_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03f64b9e7620c3a3d60e513c352874116f21963a030bb5707fb85b5bed0da676
+size 1216
diff --git a/dvgo_lf_africa_220901/config.gin b/dvgo_lf_africa_220901/config.gin
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index 0000000000000000000000000000000000000000..fc83fd4342ff16bfb0fbfd0d59c0ef9148ccb020
--- /dev/null
+++ b/dvgo_lf_africa_220901/config.gin
@@ -0,0 +1,43 @@
+Config from configs/dvgo/lf.gin
+
+### TnT Specific Arguments
+
+run.dataset_name = "lf"
+run.datadir = "data/lf_data"
+
+LitData.batch_sampler = "all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 25000
+LitData.use_near_clip = True
+
+run.max_steps = 25000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.bbox_type="unbounded_inward"
+LitDVGO.model_type="dcvgo"
+LitDVGO.N_iters_coarse=0
+LitDVGO.N_rand_fine=4096
+LitDVGO.weight_distortion_fine=0.01
+LitDVGO.pg_scale_fine=[1000,2000,3000,4000,5000,6000]
+LitDVGO.tv_before_fine=1e9
+LitDVGO.tv_dense_before_fine=10000
+LitDVGO.weight_tv_density_fine=1e-6
+LitDVGO.weight_tv_k0_fine=1e-7
+
+LitDVGO.num_voxels_fine = 16777216
+LitDVGO.num_voxels_base_fine = 16777216
+LitDVGO.alpha_init_fine = 1e-4
+LitDVGO.stepsize_fine = 0.5
+LitDVGO.fast_color_thres_fine = "outdoor_default"
+LitDVGO.world_bound_scale_fine = 1.
+LitDVGO.contracted_norm_fine = "l2"
+
+
+### Binded options
diff --git a/dvgo_lf_africa_220901/dvgo_lf_africa_220901/version_0/events.out.tfevents.1662993520.task5.27.0 b/dvgo_lf_africa_220901/dvgo_lf_africa_220901/version_0/events.out.tfevents.1662993520.task5.27.0
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+version https://git-lfs.github.com/spec/v1
+oid sha256:474f13e87e8433c73f42105b3e57b0bd858099d388eb9d56b90a271b03c176cf
+size 78246
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+version https://git-lfs.github.com/spec/v1
+oid sha256:069b67ff4c15d08ad300dfffda7620de63b8978b9c571c9d730edec4e0bf1b7f
+size 233
diff --git a/dvgo_lf_africa_220901/dvgo_lf_africa_220901/version_0/hparams.yaml b/dvgo_lf_africa_220901/dvgo_lf_africa_220901/version_0/hparams.yaml
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+{}
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diff --git a/dvgo_lf_africa_220901/results.json b/dvgo_lf_africa_220901/results.json
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--- /dev/null
+++ b/dvgo_lf_africa_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.2859596014022827,
+        "test": 0.2859596014022827
+    },
+    "PSNR": {
+        "mean": 27.76201307140171,
+        "test": 27.76201307140171
+    },
+    "SSIM": {
+        "mean": 0.8593891263008118,
+        "test": 0.8593891263008118
+    }
+}
\ No newline at end of file
diff --git a/dvgo_lf_basket_220901/cfg_model.npy b/dvgo_lf_basket_220901/cfg_model.npy
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--- /dev/null
+++ b/dvgo_lf_basket_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d1fdf8a6e9a3be9a2c9051a819da2fb332adc10d2f530c7138658c083615cc3
+size 1214
diff --git a/dvgo_lf_basket_220901/config.gin b/dvgo_lf_basket_220901/config.gin
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--- /dev/null
+++ b/dvgo_lf_basket_220901/config.gin
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+Config from configs/dvgo/lf.gin
+
+### TnT Specific Arguments
+
+run.dataset_name = "lf"
+run.datadir = "data/lf_data"
+
+LitData.batch_sampler = "all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 25000
+LitData.use_near_clip = True
+
+run.max_steps = 25000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.bbox_type="unbounded_inward"
+LitDVGO.model_type="dcvgo"
+LitDVGO.N_iters_coarse=0
+LitDVGO.N_rand_fine=4096
+LitDVGO.weight_distortion_fine=0.01
+LitDVGO.pg_scale_fine=[1000,2000,3000,4000,5000,6000]
+LitDVGO.tv_before_fine=1e9
+LitDVGO.tv_dense_before_fine=10000
+LitDVGO.weight_tv_density_fine=1e-6
+LitDVGO.weight_tv_k0_fine=1e-7
+
+LitDVGO.num_voxels_fine = 16777216
+LitDVGO.num_voxels_base_fine = 16777216
+LitDVGO.alpha_init_fine = 1e-4
+LitDVGO.stepsize_fine = 0.5
+LitDVGO.fast_color_thres_fine = "outdoor_default"
+LitDVGO.world_bound_scale_fine = 1.
+LitDVGO.contracted_norm_fine = "l2"
+
+
+### Binded options
diff --git a/dvgo_lf_basket_220901/dvgo_lf_basket_220901/version_0/events.out.tfevents.1662993593.task6.27.0 b/dvgo_lf_basket_220901/dvgo_lf_basket_220901/version_0/events.out.tfevents.1662993593.task6.27.0
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+oid sha256:a3fb9ba0a84f59d33a4555ac174fd1ec5bd3388c34b8d9ca1c29aca9f76a811d
+size 78246
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+version https://git-lfs.github.com/spec/v1
+oid sha256:f9ab5e1a372e58359742f0fbc5478aca887daee35d5c26d03d2e75a809887f74
+size 233
diff --git a/dvgo_lf_basket_220901/dvgo_lf_basket_220901/version_0/hparams.yaml b/dvgo_lf_basket_220901/dvgo_lf_basket_220901/version_0/hparams.yaml
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+{}
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diff --git a/dvgo_lf_basket_220901/results.json b/dvgo_lf_basket_220901/results.json
new file mode 100644
index 0000000000000000000000000000000000000000..b8e8f6ace45250918e5c056cec6757fd917b0276
--- /dev/null
+++ b/dvgo_lf_basket_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.3939613401889801,
+        "test": 0.3939613401889801
+    },
+    "PSNR": {
+        "mean": 21.284502752763167,
+        "test": 21.284502752763167
+    },
+    "SSIM": {
+        "mean": 0.7793463468551636,
+        "test": 0.7793463468551636
+    }
+}
\ No newline at end of file
diff --git a/dvgo_lf_ship_220901/cfg_model.npy b/dvgo_lf_ship_220901/cfg_model.npy
new file mode 100644
index 0000000000000000000000000000000000000000..5740c4a8c9ebde0a4a1e6a0917a745a7fb5b15b4
--- /dev/null
+++ b/dvgo_lf_ship_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b7086dee56c714c7dfa1c36ce2e38b784815394047c2198378f45f1438a9f26
+size 1216
diff --git a/dvgo_lf_ship_220901/config.gin b/dvgo_lf_ship_220901/config.gin
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index 0000000000000000000000000000000000000000..fc83fd4342ff16bfb0fbfd0d59c0ef9148ccb020
--- /dev/null
+++ b/dvgo_lf_ship_220901/config.gin
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+Config from configs/dvgo/lf.gin
+
+### TnT Specific Arguments
+
+run.dataset_name = "lf"
+run.datadir = "data/lf_data"
+
+LitData.batch_sampler = "all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 25000
+LitData.use_near_clip = True
+
+run.max_steps = 25000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.bbox_type="unbounded_inward"
+LitDVGO.model_type="dcvgo"
+LitDVGO.N_iters_coarse=0
+LitDVGO.N_rand_fine=4096
+LitDVGO.weight_distortion_fine=0.01
+LitDVGO.pg_scale_fine=[1000,2000,3000,4000,5000,6000]
+LitDVGO.tv_before_fine=1e9
+LitDVGO.tv_dense_before_fine=10000
+LitDVGO.weight_tv_density_fine=1e-6
+LitDVGO.weight_tv_k0_fine=1e-7
+
+LitDVGO.num_voxels_fine = 16777216
+LitDVGO.num_voxels_base_fine = 16777216
+LitDVGO.alpha_init_fine = 1e-4
+LitDVGO.stepsize_fine = 0.5
+LitDVGO.fast_color_thres_fine = "outdoor_default"
+LitDVGO.world_bound_scale_fine = 1.
+LitDVGO.contracted_norm_fine = "l2"
+
+
+### Binded options
diff --git a/dvgo_lf_ship_220901/dvgo_lf_ship_220901/version_0/events.out.tfevents.1662993584.task7.26.0 b/dvgo_lf_ship_220901/dvgo_lf_ship_220901/version_0/events.out.tfevents.1662993584.task7.26.0
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+version https://git-lfs.github.com/spec/v1
+oid sha256:0dc440c98e191c0d7cdb023e7cdc42d48390a5c5b26d6f4872c95df38baa9efd
+size 78246
diff --git a/dvgo_lf_ship_220901/dvgo_lf_ship_220901/version_0/events.out.tfevents.1663002157.task7.26.1 b/dvgo_lf_ship_220901/dvgo_lf_ship_220901/version_0/events.out.tfevents.1663002157.task7.26.1
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--- /dev/null
+++ b/dvgo_lf_ship_220901/dvgo_lf_ship_220901/version_0/events.out.tfevents.1663002157.task7.26.1
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27d130205aebd1628463594d335f629c1483457e50c31650d614b1d004b96401
+size 233
diff --git a/dvgo_lf_ship_220901/dvgo_lf_ship_220901/version_0/hparams.yaml b/dvgo_lf_ship_220901/dvgo_lf_ship_220901/version_0/hparams.yaml
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--- /dev/null
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@@ -0,0 +1 @@
+{}
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diff --git a/dvgo_lf_ship_220901/results.json b/dvgo_lf_ship_220901/results.json
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index 0000000000000000000000000000000000000000..81a6c006fbe1a391987ef3caa1d4dde9978981df
--- /dev/null
+++ b/dvgo_lf_ship_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.3383115828037262,
+        "test": 0.3383115828037262
+    },
+    "PSNR": {
+        "mean": 25.61729594559563,
+        "test": 25.61729594559563
+    },
+    "SSIM": {
+        "mean": 0.7892721891403198,
+        "test": 0.7892721891403198
+    }
+}
\ No newline at end of file
diff --git a/dvgo_lf_statue_220901/cfg_model.npy b/dvgo_lf_statue_220901/cfg_model.npy
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index 0000000000000000000000000000000000000000..e28fed211bce6c30da82a8de7bf8659d6dfc96db
--- /dev/null
+++ b/dvgo_lf_statue_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2eb7039f55bdb14c5e265c0b8eb9c3d1c3ef34c91633fb1a714f2108f8a75e02
+size 1216
diff --git a/dvgo_lf_statue_220901/config.gin b/dvgo_lf_statue_220901/config.gin
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--- /dev/null
+++ b/dvgo_lf_statue_220901/config.gin
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+Config from configs/dvgo/lf.gin
+
+### TnT Specific Arguments
+
+run.dataset_name = "lf"
+run.datadir = "data/lf_data"
+
+LitData.batch_sampler = "all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 25000
+LitData.use_near_clip = True
+
+run.max_steps = 25000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.bbox_type="unbounded_inward"
+LitDVGO.model_type="dcvgo"
+LitDVGO.N_iters_coarse=0
+LitDVGO.N_rand_fine=4096
+LitDVGO.weight_distortion_fine=0.01
+LitDVGO.pg_scale_fine=[1000,2000,3000,4000,5000,6000]
+LitDVGO.tv_before_fine=1e9
+LitDVGO.tv_dense_before_fine=10000
+LitDVGO.weight_tv_density_fine=1e-6
+LitDVGO.weight_tv_k0_fine=1e-7
+
+LitDVGO.num_voxels_fine = 16777216
+LitDVGO.num_voxels_base_fine = 16777216
+LitDVGO.alpha_init_fine = 1e-4
+LitDVGO.stepsize_fine = 0.5
+LitDVGO.fast_color_thres_fine = "outdoor_default"
+LitDVGO.world_bound_scale_fine = 1.
+LitDVGO.contracted_norm_fine = "l2"
+
+
+### Binded options
diff --git a/dvgo_lf_statue_220901/dvgo_lf_statue_220901/version_0/events.out.tfevents.1662993540.task8.26.0 b/dvgo_lf_statue_220901/dvgo_lf_statue_220901/version_0/events.out.tfevents.1662993540.task8.26.0
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+version https://git-lfs.github.com/spec/v1
+oid sha256:9c540acc9913e84aec080a86b74e86c31966cd6460e35ffad71e6ea678819fb6
+size 78246
diff --git a/dvgo_lf_statue_220901/dvgo_lf_statue_220901/version_0/events.out.tfevents.1663001902.task8.26.1 b/dvgo_lf_statue_220901/dvgo_lf_statue_220901/version_0/events.out.tfevents.1663001902.task8.26.1
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:140b9c9ec181d4d3b1581ec9028e74134bc5bfdf1e348262fb34908869bc337f
+size 233
diff --git a/dvgo_lf_statue_220901/dvgo_lf_statue_220901/version_0/hparams.yaml b/dvgo_lf_statue_220901/dvgo_lf_statue_220901/version_0/hparams.yaml
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+{}
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diff --git a/dvgo_lf_statue_220901/render_model/image075.jpg b/dvgo_lf_statue_220901/render_model/image075.jpg
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diff --git a/dvgo_lf_statue_220901/results.json b/dvgo_lf_statue_220901/results.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f58e5360c76421d8fe816ee6fa2ad7d80a36d97
--- /dev/null
+++ b/dvgo_lf_statue_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.261356920003891,
+        "test": 0.261356920003891
+    },
+    "PSNR": {
+        "mean": 29.342745376149924,
+        "test": 29.342745376149924
+    },
+    "SSIM": {
+        "mean": 0.8793760538101196,
+        "test": 0.8793760538101196
+    }
+}
\ No newline at end of file
diff --git a/dvgo_lf_torch_220901/cfg_model.npy b/dvgo_lf_torch_220901/cfg_model.npy
new file mode 100644
index 0000000000000000000000000000000000000000..56b367b422138da425b90569b4e0890bb7cf0ce0
--- /dev/null
+++ b/dvgo_lf_torch_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f96ed44bb23d154adc01681f10834b7eeada222cf89dc7a045bdec898a5a6eab
+size 1216
diff --git a/dvgo_lf_torch_220901/config.gin b/dvgo_lf_torch_220901/config.gin
new file mode 100644
index 0000000000000000000000000000000000000000..fc83fd4342ff16bfb0fbfd0d59c0ef9148ccb020
--- /dev/null
+++ b/dvgo_lf_torch_220901/config.gin
@@ -0,0 +1,43 @@
+Config from configs/dvgo/lf.gin
+
+### TnT Specific Arguments
+
+run.dataset_name = "lf"
+run.datadir = "data/lf_data"
+
+LitData.batch_sampler = "all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 25000
+LitData.use_near_clip = True
+
+run.max_steps = 25000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.bbox_type="unbounded_inward"
+LitDVGO.model_type="dcvgo"
+LitDVGO.N_iters_coarse=0
+LitDVGO.N_rand_fine=4096
+LitDVGO.weight_distortion_fine=0.01
+LitDVGO.pg_scale_fine=[1000,2000,3000,4000,5000,6000]
+LitDVGO.tv_before_fine=1e9
+LitDVGO.tv_dense_before_fine=10000
+LitDVGO.weight_tv_density_fine=1e-6
+LitDVGO.weight_tv_k0_fine=1e-7
+
+LitDVGO.num_voxels_fine = 16777216
+LitDVGO.num_voxels_base_fine = 16777216
+LitDVGO.alpha_init_fine = 1e-4
+LitDVGO.stepsize_fine = 0.5
+LitDVGO.fast_color_thres_fine = "outdoor_default"
+LitDVGO.world_bound_scale_fine = 1.
+LitDVGO.contracted_norm_fine = "l2"
+
+
+### Binded options
diff --git a/dvgo_lf_torch_220901/dvgo_lf_torch_220901/version_0/events.out.tfevents.1662993520.task9.26.0 b/dvgo_lf_torch_220901/dvgo_lf_torch_220901/version_0/events.out.tfevents.1662993520.task9.26.0
new file mode 100644
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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diff --git a/dvgo_llff_fern_220901/config.gin b/dvgo_llff_fern_220901/config.gin
new file mode 100644
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--- /dev/null
+++ b/dvgo_llff_fern_220901/config.gin
@@ -0,0 +1,43 @@
+Config from configs/dvgo/llff.gin
+
+### LLFF Specific Arguments
+
+run.dataset_name = "llff"
+run.datadir = "data/llff"
+
+LitData.batch_sampler = "all_images"
+LitData.ndc_coord = True
+
+### NeRF Standard Specific Arguments
+
+LitData.needs_train_info = True
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 30000
+
+run.max_steps = 30000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.model_type = "dmpigo"
+LitDVGO.N_iters_coarse = 0
+LitDVGO.weight_distortion_fine = 0.01
+LitDVGO.pg_scale_fine = [2000, 4000, 6000, 8000]
+LitDVGO.decay_after_scale_fine = 0.1
+LitDVGO.tv_before_fine = 1e9
+LitDVGO.tv_dense_before_fine = 10000
+LitDVGO.weight_tv_density_fine = 1e-5
+LitDVGO.weight_tv_k0_fine = 1e-6
+
+LitDVGO.num_voxels_fine = 37748736
+LitDVGO.mpi_depth_fine = 256
+LitDVGO.stepsize_fine = 1.0
+LitDVGO.rgbnet_dim_fine = 9
+LitDVGO.rgbnet_width_fine = 64
+LitDVGO.world_bound_scale_fine =1.
+LitDVGO.fast_color_thres_fine = 0.00078125
+LitDVGO.rand_bkgd = True
+
+### Binded options
diff --git a/dvgo_llff_fern_220901/dvgo_llff_fern_220901/version_0/events.out.tfevents.1662993805.task17.26.0 b/dvgo_llff_fern_220901/dvgo_llff_fern_220901/version_0/events.out.tfevents.1662993805.task17.26.0
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diff --git a/dvgo_llff_fern_220901/dvgo_llff_fern_220901/version_0/hparams.yaml b/dvgo_llff_fern_220901/dvgo_llff_fern_220901/version_0/hparams.yaml
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new file mode 100644
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@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.22730128467082977,
+        "test": 0.22730128467082977
+    },
+    "PSNR": {
+        "mean": 25.315173018539546,
+        "test": 25.315173018539546
+    },
+    "SSIM": {
+        "mean": 0.8187421560287476,
+        "test": 0.8187421560287476
+    }
+}
\ No newline at end of file
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+size 828
diff --git a/dvgo_llff_flower_220901/config.gin b/dvgo_llff_flower_220901/config.gin
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--- /dev/null
+++ b/dvgo_llff_flower_220901/config.gin
@@ -0,0 +1,43 @@
+Config from configs/dvgo/llff.gin
+
+### LLFF Specific Arguments
+
+run.dataset_name = "llff"
+run.datadir = "data/llff"
+
+LitData.batch_sampler = "all_images"
+LitData.ndc_coord = True
+
+### NeRF Standard Specific Arguments
+
+LitData.needs_train_info = True
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 30000
+
+run.max_steps = 30000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.model_type = "dmpigo"
+LitDVGO.N_iters_coarse = 0
+LitDVGO.weight_distortion_fine = 0.01
+LitDVGO.pg_scale_fine = [2000, 4000, 6000, 8000]
+LitDVGO.decay_after_scale_fine = 0.1
+LitDVGO.tv_before_fine = 1e9
+LitDVGO.tv_dense_before_fine = 10000
+LitDVGO.weight_tv_density_fine = 1e-5
+LitDVGO.weight_tv_k0_fine = 1e-6
+
+LitDVGO.num_voxels_fine = 37748736
+LitDVGO.mpi_depth_fine = 256
+LitDVGO.stepsize_fine = 1.0
+LitDVGO.rgbnet_dim_fine = 9
+LitDVGO.rgbnet_width_fine = 64
+LitDVGO.world_bound_scale_fine =1.
+LitDVGO.fast_color_thres_fine = 0.00078125
+LitDVGO.rand_bkgd = True
+
+### Binded options
diff --git a/dvgo_llff_flower_220901/dvgo_llff_flower_220901/version_0/events.out.tfevents.1662993816.task18.27.0 b/dvgo_llff_flower_220901/dvgo_llff_flower_220901/version_0/events.out.tfevents.1662993816.task18.27.0
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new file mode 100644
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+{
+    "LPIPS": {
+        "mean": 0.17761234939098358,
+        "test": 0.17761234939098358
+    },
+    "PSNR": {
+        "mean": 28.214797027571876,
+        "test": 28.214797027571876
+    },
+    "SSIM": {
+        "mean": 0.8633657693862915,
+        "test": 0.8633657693862915
+    }
+}
\ No newline at end of file
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+++ b/dvgo_llff_fortress_220901/config.gin
@@ -0,0 +1,43 @@
+Config from configs/dvgo/llff.gin
+
+### LLFF Specific Arguments
+
+run.dataset_name = "llff"
+run.datadir = "data/llff"
+
+LitData.batch_sampler = "all_images"
+LitData.ndc_coord = True
+
+### NeRF Standard Specific Arguments
+
+LitData.needs_train_info = True
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 30000
+
+run.max_steps = 30000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.model_type = "dmpigo"
+LitDVGO.N_iters_coarse = 0
+LitDVGO.weight_distortion_fine = 0.01
+LitDVGO.pg_scale_fine = [2000, 4000, 6000, 8000]
+LitDVGO.decay_after_scale_fine = 0.1
+LitDVGO.tv_before_fine = 1e9
+LitDVGO.tv_dense_before_fine = 10000
+LitDVGO.weight_tv_density_fine = 1e-5
+LitDVGO.weight_tv_k0_fine = 1e-6
+
+LitDVGO.num_voxels_fine = 37748736
+LitDVGO.mpi_depth_fine = 256
+LitDVGO.stepsize_fine = 1.0
+LitDVGO.rgbnet_dim_fine = 9
+LitDVGO.rgbnet_width_fine = 64
+LitDVGO.world_bound_scale_fine =1.
+LitDVGO.fast_color_thres_fine = 0.00078125
+LitDVGO.rand_bkgd = True
+
+### Binded options
diff --git a/dvgo_llff_fortress_220901/dvgo_llff_fortress_220901/version_0/events.out.tfevents.1662993841.task19.27.0 b/dvgo_llff_fortress_220901/dvgo_llff_fortress_220901/version_0/events.out.tfevents.1662993841.task19.27.0
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+{
+    "LPIPS": {
+        "mean": 0.18587172031402588,
+        "test": 0.18587172031402588
+    },
+    "PSNR": {
+        "mean": 30.616054261936984,
+        "test": 30.616054261936984
+    },
+    "SSIM": {
+        "mean": 0.8686901330947876,
+        "test": 0.8686901330947876
+    }
+}
\ No newline at end of file
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+version https://git-lfs.github.com/spec/v1
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@@ -0,0 +1,43 @@
+Config from configs/dvgo/llff.gin
+
+### LLFF Specific Arguments
+
+run.dataset_name = "llff"
+run.datadir = "data/llff"
+
+LitData.batch_sampler = "all_images"
+LitData.ndc_coord = True
+
+### NeRF Standard Specific Arguments
+
+LitData.needs_train_info = True
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 30000
+
+run.max_steps = 30000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.model_type = "dmpigo"
+LitDVGO.N_iters_coarse = 0
+LitDVGO.weight_distortion_fine = 0.01
+LitDVGO.pg_scale_fine = [2000, 4000, 6000, 8000]
+LitDVGO.decay_after_scale_fine = 0.1
+LitDVGO.tv_before_fine = 1e9
+LitDVGO.tv_dense_before_fine = 10000
+LitDVGO.weight_tv_density_fine = 1e-5
+LitDVGO.weight_tv_k0_fine = 1e-6
+
+LitDVGO.num_voxels_fine = 37748736
+LitDVGO.mpi_depth_fine = 256
+LitDVGO.stepsize_fine = 1.0
+LitDVGO.rgbnet_dim_fine = 9
+LitDVGO.rgbnet_width_fine = 64
+LitDVGO.world_bound_scale_fine =1.
+LitDVGO.fast_color_thres_fine = 0.00078125
+LitDVGO.rand_bkgd = True
+
+### Binded options
diff --git a/dvgo_llff_horns_220901/dvgo_llff_horns_220901/version_0/events.out.tfevents.1662961003.task4.27.0 b/dvgo_llff_horns_220901/dvgo_llff_horns_220901/version_0/events.out.tfevents.1662961003.task4.27.0
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+{
+    "LPIPS": {
+        "mean": 0.2206878662109375,
+        "test": 0.2206878662109375
+    },
+    "PSNR": {
+        "mean": 27.733150681132475,
+        "test": 27.733150681132475
+    },
+    "SSIM": {
+        "mean": 0.8586683869361877,
+        "test": 0.8586683869361877
+    }
+}
\ No newline at end of file
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+++ b/dvgo_llff_leaves_220901/cfg_model.npy
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+version https://git-lfs.github.com/spec/v1
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+size 828
diff --git a/dvgo_llff_leaves_220901/config.gin b/dvgo_llff_leaves_220901/config.gin
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--- /dev/null
+++ b/dvgo_llff_leaves_220901/config.gin
@@ -0,0 +1,43 @@
+Config from configs/dvgo/llff.gin
+
+### LLFF Specific Arguments
+
+run.dataset_name = "llff"
+run.datadir = "data/llff"
+
+LitData.batch_sampler = "all_images"
+LitData.ndc_coord = True
+
+### NeRF Standard Specific Arguments
+
+LitData.needs_train_info = True
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 30000
+
+run.max_steps = 30000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.model_type = "dmpigo"
+LitDVGO.N_iters_coarse = 0
+LitDVGO.weight_distortion_fine = 0.01
+LitDVGO.pg_scale_fine = [2000, 4000, 6000, 8000]
+LitDVGO.decay_after_scale_fine = 0.1
+LitDVGO.tv_before_fine = 1e9
+LitDVGO.tv_dense_before_fine = 10000
+LitDVGO.weight_tv_density_fine = 1e-5
+LitDVGO.weight_tv_k0_fine = 1e-6
+
+LitDVGO.num_voxels_fine = 37748736
+LitDVGO.mpi_depth_fine = 256
+LitDVGO.stepsize_fine = 1.0
+LitDVGO.rgbnet_dim_fine = 9
+LitDVGO.rgbnet_width_fine = 64
+LitDVGO.world_bound_scale_fine =1.
+LitDVGO.fast_color_thres_fine = 0.00078125
+LitDVGO.rand_bkgd = True
+
+### Binded options
diff --git a/dvgo_llff_leaves_220901/dvgo_llff_leaves_220901/version_0/events.out.tfevents.1662960976.task6.26.0 b/dvgo_llff_leaves_220901/dvgo_llff_leaves_220901/version_0/events.out.tfevents.1662960976.task6.26.0
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diff --git a/dvgo_llff_leaves_220901/dvgo_llff_leaves_220901/version_0/hparams.yaml b/dvgo_llff_leaves_220901/dvgo_llff_leaves_220901/version_0/hparams.yaml
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diff --git a/dvgo_llff_leaves_220901/results.json b/dvgo_llff_leaves_220901/results.json
new file mode 100644
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@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.2008904218673706,
+        "test": 0.2008904218673706
+    },
+    "PSNR": {
+        "mean": 21.452922595231993,
+        "test": 21.452922595231993
+    },
+    "SSIM": {
+        "mean": 0.7555028796195984,
+        "test": 0.7555028796195984
+    }
+}
\ No newline at end of file
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--- /dev/null
+++ b/dvgo_llff_orchids_220901/cfg_model.npy
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+version https://git-lfs.github.com/spec/v1
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diff --git a/dvgo_llff_orchids_220901/config.gin b/dvgo_llff_orchids_220901/config.gin
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--- /dev/null
+++ b/dvgo_llff_orchids_220901/config.gin
@@ -0,0 +1,43 @@
+Config from configs/dvgo/llff.gin
+
+### LLFF Specific Arguments
+
+run.dataset_name = "llff"
+run.datadir = "data/llff"
+
+LitData.batch_sampler = "all_images"
+LitData.ndc_coord = True
+
+### NeRF Standard Specific Arguments
+
+LitData.needs_train_info = True
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 30000
+
+run.max_steps = 30000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.model_type = "dmpigo"
+LitDVGO.N_iters_coarse = 0
+LitDVGO.weight_distortion_fine = 0.01
+LitDVGO.pg_scale_fine = [2000, 4000, 6000, 8000]
+LitDVGO.decay_after_scale_fine = 0.1
+LitDVGO.tv_before_fine = 1e9
+LitDVGO.tv_dense_before_fine = 10000
+LitDVGO.weight_tv_density_fine = 1e-5
+LitDVGO.weight_tv_k0_fine = 1e-6
+
+LitDVGO.num_voxels_fine = 37748736
+LitDVGO.mpi_depth_fine = 256
+LitDVGO.stepsize_fine = 1.0
+LitDVGO.rgbnet_dim_fine = 9
+LitDVGO.rgbnet_width_fine = 64
+LitDVGO.world_bound_scale_fine =1.
+LitDVGO.fast_color_thres_fine = 0.00078125
+LitDVGO.rand_bkgd = True
+
+### Binded options
diff --git a/dvgo_llff_orchids_220901/dvgo_llff_orchids_220901/version_0/events.out.tfevents.1662960974.task5.27.0 b/dvgo_llff_orchids_220901/dvgo_llff_orchids_220901/version_0/events.out.tfevents.1662960974.task5.27.0
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diff --git a/dvgo_llff_orchids_220901/dvgo_llff_orchids_220901/version_0/hparams.yaml b/dvgo_llff_orchids_220901/dvgo_llff_orchids_220901/version_0/hparams.yaml
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diff --git a/dvgo_llff_orchids_220901/results.json b/dvgo_llff_orchids_220901/results.json
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+{
+    "LPIPS": {
+        "mean": 0.23504140973091125,
+        "test": 0.23504140973091125
+    },
+    "PSNR": {
+        "mean": 20.659084171031896,
+        "test": 20.659084171031896
+    },
+    "SSIM": {
+        "mean": 0.6868895292282104,
+        "test": 0.6868895292282104
+    }
+}
\ No newline at end of file
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+version https://git-lfs.github.com/spec/v1
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+++ b/dvgo_llff_room_220901/config.gin
@@ -0,0 +1,43 @@
+Config from configs/dvgo/llff.gin
+
+### LLFF Specific Arguments
+
+run.dataset_name = "llff"
+run.datadir = "data/llff"
+
+LitData.batch_sampler = "all_images"
+LitData.ndc_coord = True
+
+### NeRF Standard Specific Arguments
+
+LitData.needs_train_info = True
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 30000
+
+run.max_steps = 30000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.model_type = "dmpigo"
+LitDVGO.N_iters_coarse = 0
+LitDVGO.weight_distortion_fine = 0.01
+LitDVGO.pg_scale_fine = [2000, 4000, 6000, 8000]
+LitDVGO.decay_after_scale_fine = 0.1
+LitDVGO.tv_before_fine = 1e9
+LitDVGO.tv_dense_before_fine = 10000
+LitDVGO.weight_tv_density_fine = 1e-5
+LitDVGO.weight_tv_k0_fine = 1e-6
+
+LitDVGO.num_voxels_fine = 37748736
+LitDVGO.mpi_depth_fine = 256
+LitDVGO.stepsize_fine = 1.0
+LitDVGO.rgbnet_dim_fine = 9
+LitDVGO.rgbnet_width_fine = 64
+LitDVGO.world_bound_scale_fine =1.
+LitDVGO.fast_color_thres_fine = 0.00078125
+LitDVGO.rand_bkgd = True
+
+### Binded options
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+{}
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diff --git a/dvgo_llff_room_220901/results.json b/dvgo_llff_room_220901/results.json
new file mode 100644
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+++ b/dvgo_llff_room_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.18700306117534637,
+        "test": 0.18700306117534637
+    },
+    "PSNR": {
+        "mean": 31.676633593372152,
+        "test": 31.676633593372152
+    },
+    "SSIM": {
+        "mean": 0.9451510310173035,
+        "test": 0.9451510310173035
+    }
+}
\ No newline at end of file
diff --git a/dvgo_llff_trex_220901/cfg_model.npy b/dvgo_llff_trex_220901/cfg_model.npy
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--- /dev/null
+++ b/dvgo_llff_trex_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c953ce9f175c326e5d93bcce0c6ae3c420b42fdfd07741a33d4a67538893ca31
+size 828
diff --git a/dvgo_llff_trex_220901/config.gin b/dvgo_llff_trex_220901/config.gin
new file mode 100644
index 0000000000000000000000000000000000000000..c5f460a5fef1fec5009882b6071d264217f9f4a8
--- /dev/null
+++ b/dvgo_llff_trex_220901/config.gin
@@ -0,0 +1,43 @@
+Config from configs/dvgo/llff.gin
+
+### LLFF Specific Arguments
+
+run.dataset_name = "llff"
+run.datadir = "data/llff"
+
+LitData.batch_sampler = "all_images"
+LitData.ndc_coord = True
+
+### NeRF Standard Specific Arguments
+
+LitData.needs_train_info = True
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 30000
+
+run.max_steps = 30000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.model_type = "dmpigo"
+LitDVGO.N_iters_coarse = 0
+LitDVGO.weight_distortion_fine = 0.01
+LitDVGO.pg_scale_fine = [2000, 4000, 6000, 8000]
+LitDVGO.decay_after_scale_fine = 0.1
+LitDVGO.tv_before_fine = 1e9
+LitDVGO.tv_dense_before_fine = 10000
+LitDVGO.weight_tv_density_fine = 1e-5
+LitDVGO.weight_tv_k0_fine = 1e-6
+
+LitDVGO.num_voxels_fine = 37748736
+LitDVGO.mpi_depth_fine = 256
+LitDVGO.stepsize_fine = 1.0
+LitDVGO.rgbnet_dim_fine = 9
+LitDVGO.rgbnet_width_fine = 64
+LitDVGO.world_bound_scale_fine =1.
+LitDVGO.fast_color_thres_fine = 0.00078125
+LitDVGO.rand_bkgd = True
+
+### Binded options
diff --git a/dvgo_llff_trex_220901/dvgo_llff_trex_220901/version_0/events.out.tfevents.1662961008.task8.26.0 b/dvgo_llff_trex_220901/dvgo_llff_trex_220901/version_0/events.out.tfevents.1662961008.task8.26.0
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+version https://git-lfs.github.com/spec/v1
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+size 94046
diff --git a/dvgo_llff_trex_220901/dvgo_llff_trex_220901/version_0/events.out.tfevents.1662963238.task8.26.1 b/dvgo_llff_trex_220901/dvgo_llff_trex_220901/version_0/events.out.tfevents.1662963238.task8.26.1
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+version https://git-lfs.github.com/spec/v1
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+size 233
diff --git a/dvgo_llff_trex_220901/dvgo_llff_trex_220901/version_0/hparams.yaml b/dvgo_llff_trex_220901/dvgo_llff_trex_220901/version_0/hparams.yaml
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+{}
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+{
+    "LPIPS": {
+        "mean": 0.20967011153697968,
+        "test": 0.20967011153697968
+    },
+    "PSNR": {
+        "mean": 27.159057425600302,
+        "test": 27.159057425600302
+    },
+    "SSIM": {
+        "mean": 0.9026695489883423,
+        "test": 0.9026695489883423
+    }
+}
\ No newline at end of file
diff --git a/dvgo_nerf_360_v2_bicycle_220901/cfg_model.npy b/dvgo_nerf_360_v2_bicycle_220901/cfg_model.npy
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--- /dev/null
+++ b/dvgo_nerf_360_v2_bicycle_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1be76f3288dfb5f966c5e491ac3c791ef6a2c3e38c75ccf12e67626dab448377
+size 1213
diff --git a/dvgo_nerf_360_v2_bicycle_220901/config.gin b/dvgo_nerf_360_v2_bicycle_220901/config.gin
new file mode 100644
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--- /dev/null
+++ b/dvgo_nerf_360_v2_bicycle_220901/config.gin
@@ -0,0 +1,45 @@
+Config from configs/dvgo/360_v2.gin
+
+### TnT Specific Arguments
+
+run.dataset_name = "nerf_360_v2"
+run.datadir = "data/nerf_360_v2"
+
+LitData.batch_sampler = "all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 40000
+LitData.use_near_clip = True
+
+run.max_steps = 40000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.bbox_type="unbounded_inward"
+LitDVGO.model_type="dcvgo"
+LitDVGO.N_iters_coarse=0
+LitDVGO.N_rand_fine=4096
+LitDVGO.lrate_decay_fine=80
+LitDVGO.weight_nearclip_fine=1.0
+LitDVGO.weight_distortion_fine=0.01
+LitDVGO.pg_scale_fine=[2000, 4000, 6000, 8000, 10000, 12000, 14000, 16000]
+LitDVGO.tv_before_fine=20000
+LitDVGO.tv_dense_before_fine=20000
+LitDVGO.weight_tv_density_fine=1e-6
+LitDVGO.weight_tv_k0_fine=1e-7
+
+LitDVGO.num_voxels_fine = 32768000
+LitDVGO.num_voxels_base_fine = 32768000
+LitDVGO.alpha_init_fine = 1e-4
+LitDVGO.stepsize_fine = 0.5
+LitDVGO.fast_color_thres_fine = "outdoor_default"
+LitDVGO.world_bound_scale_fine = 1.
+LitDVGO.contracted_norm_fine = "l2"
+
+
+### Binded options
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diff --git a/dvgo_nerf_360_v2_bicycle_220901/results.json b/dvgo_nerf_360_v2_bicycle_220901/results.json
new file mode 100644
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--- /dev/null
+++ b/dvgo_nerf_360_v2_bicycle_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.5451228022575378,
+        "test": 0.5451228022575378
+    },
+    "PSNR": {
+        "mean": 21.652053609662666,
+        "test": 21.652053609662666
+    },
+    "SSIM": {
+        "mean": 0.44307389855384827,
+        "test": 0.44307389855384827
+    }
+}
\ No newline at end of file
diff --git a/dvgo_nerf_360_v2_bonsai_220901/cfg_model.npy b/dvgo_nerf_360_v2_bonsai_220901/cfg_model.npy
new file mode 100644
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--- /dev/null
+++ b/dvgo_nerf_360_v2_bonsai_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:030497cfe00b0ba4b521efffde05daa177087cc3ce5e7e01e64b6179e7f3b014
+size 1213
diff --git a/dvgo_nerf_360_v2_bonsai_220901/config.gin b/dvgo_nerf_360_v2_bonsai_220901/config.gin
new file mode 100644
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--- /dev/null
+++ b/dvgo_nerf_360_v2_bonsai_220901/config.gin
@@ -0,0 +1,45 @@
+Config from configs/dvgo/360_v2.gin
+
+### TnT Specific Arguments
+
+run.dataset_name = "nerf_360_v2"
+run.datadir = "data/nerf_360_v2"
+
+LitData.batch_sampler = "all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 40000
+LitData.use_near_clip = True
+
+run.max_steps = 40000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.bbox_type="unbounded_inward"
+LitDVGO.model_type="dcvgo"
+LitDVGO.N_iters_coarse=0
+LitDVGO.N_rand_fine=4096
+LitDVGO.lrate_decay_fine=80
+LitDVGO.weight_nearclip_fine=1.0
+LitDVGO.weight_distortion_fine=0.01
+LitDVGO.pg_scale_fine=[2000, 4000, 6000, 8000, 10000, 12000, 14000, 16000]
+LitDVGO.tv_before_fine=20000
+LitDVGO.tv_dense_before_fine=20000
+LitDVGO.weight_tv_density_fine=1e-6
+LitDVGO.weight_tv_k0_fine=1e-7
+
+LitDVGO.num_voxels_fine = 32768000
+LitDVGO.num_voxels_base_fine = 32768000
+LitDVGO.alpha_init_fine = 1e-4
+LitDVGO.stepsize_fine = 0.5
+LitDVGO.fast_color_thres_fine = "outdoor_default"
+LitDVGO.world_bound_scale_fine = 1.
+LitDVGO.contracted_norm_fine = "l2"
+
+
+### Binded options
diff --git a/dvgo_nerf_360_v2_bonsai_220901/dvgo_nerf_360_v2_bonsai_220901/version_0/events.out.tfevents.1662993547.task11.26.0 b/dvgo_nerf_360_v2_bonsai_220901/dvgo_nerf_360_v2_bonsai_220901/version_0/events.out.tfevents.1662993547.task11.26.0
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+size 125646
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diff --git a/dvgo_nerf_360_v2_bonsai_220901/dvgo_nerf_360_v2_bonsai_220901/version_0/hparams.yaml b/dvgo_nerf_360_v2_bonsai_220901/dvgo_nerf_360_v2_bonsai_220901/version_0/hparams.yaml
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+{}
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diff --git a/dvgo_nerf_360_v2_bonsai_220901/results.json b/dvgo_nerf_360_v2_bonsai_220901/results.json
new file mode 100644
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--- /dev/null
+++ b/dvgo_nerf_360_v2_bonsai_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.3099319040775299,
+        "test": 0.3099319040775299
+    },
+    "PSNR": {
+        "mean": 27.9187331375115,
+        "test": 27.9187331375115
+    },
+    "SSIM": {
+        "mean": 0.8242241740226746,
+        "test": 0.8242241740226746
+    }
+}
\ No newline at end of file
diff --git a/dvgo_nerf_360_v2_counter_220901/cfg_model.npy b/dvgo_nerf_360_v2_counter_220901/cfg_model.npy
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--- /dev/null
+++ b/dvgo_nerf_360_v2_counter_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb2e6efe91d59b7c5154142b2217bf63f54f642834b5d2d81273792fab4110b7
+size 1213
diff --git a/dvgo_nerf_360_v2_counter_220901/config.gin b/dvgo_nerf_360_v2_counter_220901/config.gin
new file mode 100644
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--- /dev/null
+++ b/dvgo_nerf_360_v2_counter_220901/config.gin
@@ -0,0 +1,45 @@
+Config from configs/dvgo/360_v2.gin
+
+### TnT Specific Arguments
+
+run.dataset_name = "nerf_360_v2"
+run.datadir = "data/nerf_360_v2"
+
+LitData.batch_sampler = "all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 40000
+LitData.use_near_clip = True
+
+run.max_steps = 40000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.bbox_type="unbounded_inward"
+LitDVGO.model_type="dcvgo"
+LitDVGO.N_iters_coarse=0
+LitDVGO.N_rand_fine=4096
+LitDVGO.lrate_decay_fine=80
+LitDVGO.weight_nearclip_fine=1.0
+LitDVGO.weight_distortion_fine=0.01
+LitDVGO.pg_scale_fine=[2000, 4000, 6000, 8000, 10000, 12000, 14000, 16000]
+LitDVGO.tv_before_fine=20000
+LitDVGO.tv_dense_before_fine=20000
+LitDVGO.weight_tv_density_fine=1e-6
+LitDVGO.weight_tv_k0_fine=1e-7
+
+LitDVGO.num_voxels_fine = 32768000
+LitDVGO.num_voxels_base_fine = 32768000
+LitDVGO.alpha_init_fine = 1e-4
+LitDVGO.stepsize_fine = 0.5
+LitDVGO.fast_color_thres_fine = "outdoor_default"
+LitDVGO.world_bound_scale_fine = 1.
+LitDVGO.contracted_norm_fine = "l2"
+
+
+### Binded options
diff --git a/dvgo_nerf_360_v2_counter_220901/dvgo_nerf_360_v2_counter_220901/version_0/events.out.tfevents.1662993827.task12.27.0 b/dvgo_nerf_360_v2_counter_220901/dvgo_nerf_360_v2_counter_220901/version_0/events.out.tfevents.1662993827.task12.27.0
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diff --git a/dvgo_nerf_360_v2_counter_220901/results.json b/dvgo_nerf_360_v2_counter_220901/results.json
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--- /dev/null
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+{
+    "LPIPS": {
+        "mean": 0.3301149904727936,
+        "test": 0.3301149904727936
+    },
+    "PSNR": {
+        "mean": 26.431782039804705,
+        "test": 26.431782039804705
+    },
+    "SSIM": {
+        "mean": 0.774638831615448,
+        "test": 0.774638831615448
+    }
+}
\ No newline at end of file
diff --git a/dvgo_nerf_360_v2_garden_220901/cfg_model.npy b/dvgo_nerf_360_v2_garden_220901/cfg_model.npy
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3eb04223b1668e8e40a0e34352dd0cfc06b5d715b8ec9bc57fafe2c9e86a017
+size 1213
diff --git a/dvgo_nerf_360_v2_garden_220901/config.gin b/dvgo_nerf_360_v2_garden_220901/config.gin
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+Config from configs/dvgo/360_v2.gin
+
+### TnT Specific Arguments
+
+run.dataset_name = "nerf_360_v2"
+run.datadir = "data/nerf_360_v2"
+
+LitData.batch_sampler = "all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 40000
+LitData.use_near_clip = True
+
+run.max_steps = 40000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.bbox_type="unbounded_inward"
+LitDVGO.model_type="dcvgo"
+LitDVGO.N_iters_coarse=0
+LitDVGO.N_rand_fine=4096
+LitDVGO.lrate_decay_fine=80
+LitDVGO.weight_nearclip_fine=1.0
+LitDVGO.weight_distortion_fine=0.01
+LitDVGO.pg_scale_fine=[2000, 4000, 6000, 8000, 10000, 12000, 14000, 16000]
+LitDVGO.tv_before_fine=20000
+LitDVGO.tv_dense_before_fine=20000
+LitDVGO.weight_tv_density_fine=1e-6
+LitDVGO.weight_tv_k0_fine=1e-7
+
+LitDVGO.num_voxels_fine = 32768000
+LitDVGO.num_voxels_base_fine = 32768000
+LitDVGO.alpha_init_fine = 1e-4
+LitDVGO.stepsize_fine = 0.5
+LitDVGO.fast_color_thres_fine = "outdoor_default"
+LitDVGO.world_bound_scale_fine = 1.
+LitDVGO.contracted_norm_fine = "l2"
+
+
+### Binded options
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+size 125646
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+{}
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diff --git a/dvgo_nerf_360_v2_garden_220901/results.json b/dvgo_nerf_360_v2_garden_220901/results.json
new file mode 100644
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--- /dev/null
+++ b/dvgo_nerf_360_v2_garden_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.4181150794029236,
+        "test": 0.4181150794029236
+    },
+    "PSNR": {
+        "mean": 23.851494179319687,
+        "test": 23.851494179319687
+    },
+    "SSIM": {
+        "mean": 0.5796715617179871,
+        "test": 0.5796715617179871
+    }
+}
\ No newline at end of file
diff --git a/dvgo_nerf_360_v2_kitchen_220901/cfg_model.npy b/dvgo_nerf_360_v2_kitchen_220901/cfg_model.npy
new file mode 100644
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--- /dev/null
+++ b/dvgo_nerf_360_v2_kitchen_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:346f3e701c45a38e8e4d22e54302ca6548b7be9a7582e596105fc130c44a1ad2
+size 1213
diff --git a/dvgo_nerf_360_v2_kitchen_220901/config.gin b/dvgo_nerf_360_v2_kitchen_220901/config.gin
new file mode 100644
index 0000000000000000000000000000000000000000..bfdedf84d132140544fbd7524ed2a3b92db726e9
--- /dev/null
+++ b/dvgo_nerf_360_v2_kitchen_220901/config.gin
@@ -0,0 +1,45 @@
+Config from configs/dvgo/360_v2.gin
+
+### TnT Specific Arguments
+
+run.dataset_name = "nerf_360_v2"
+run.datadir = "data/nerf_360_v2"
+
+LitData.batch_sampler = "all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 40000
+LitData.use_near_clip = True
+
+run.max_steps = 40000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.bbox_type="unbounded_inward"
+LitDVGO.model_type="dcvgo"
+LitDVGO.N_iters_coarse=0
+LitDVGO.N_rand_fine=4096
+LitDVGO.lrate_decay_fine=80
+LitDVGO.weight_nearclip_fine=1.0
+LitDVGO.weight_distortion_fine=0.01
+LitDVGO.pg_scale_fine=[2000, 4000, 6000, 8000, 10000, 12000, 14000, 16000]
+LitDVGO.tv_before_fine=20000
+LitDVGO.tv_dense_before_fine=20000
+LitDVGO.weight_tv_density_fine=1e-6
+LitDVGO.weight_tv_k0_fine=1e-7
+
+LitDVGO.num_voxels_fine = 32768000
+LitDVGO.num_voxels_base_fine = 32768000
+LitDVGO.alpha_init_fine = 1e-4
+LitDVGO.stepsize_fine = 0.5
+LitDVGO.fast_color_thres_fine = "outdoor_default"
+LitDVGO.world_bound_scale_fine = 1.
+LitDVGO.contracted_norm_fine = "l2"
+
+
+### Binded options
diff --git a/dvgo_nerf_360_v2_kitchen_220901/dvgo_nerf_360_v2_kitchen_220901/version_0/events.out.tfevents.1662993864.task14.27.0 b/dvgo_nerf_360_v2_kitchen_220901/dvgo_nerf_360_v2_kitchen_220901/version_0/events.out.tfevents.1662993864.task14.27.0
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+size 125646
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diff --git a/dvgo_nerf_360_v2_kitchen_220901/dvgo_nerf_360_v2_kitchen_220901/version_0/hparams.yaml b/dvgo_nerf_360_v2_kitchen_220901/dvgo_nerf_360_v2_kitchen_220901/version_0/hparams.yaml
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diff --git a/dvgo_nerf_360_v2_kitchen_220901/results.json b/dvgo_nerf_360_v2_kitchen_220901/results.json
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@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.30903786420822144,
+        "test": 0.30903786420822144
+    },
+    "PSNR": {
+        "mean": 26.282945614619283,
+        "test": 26.282945614619283
+    },
+    "SSIM": {
+        "mean": 0.7161901593208313,
+        "test": 0.7161901593208313
+    }
+}
\ No newline at end of file
diff --git a/dvgo_nerf_360_v2_room_220901/cfg_model.npy b/dvgo_nerf_360_v2_room_220901/cfg_model.npy
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--- /dev/null
+++ b/dvgo_nerf_360_v2_room_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5c5a778f9b7bab39e15445676fa77746d05129cb5b4d876f27a15333f9bfe28
+size 1213
diff --git a/dvgo_nerf_360_v2_room_220901/config.gin b/dvgo_nerf_360_v2_room_220901/config.gin
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--- /dev/null
+++ b/dvgo_nerf_360_v2_room_220901/config.gin
@@ -0,0 +1,45 @@
+Config from configs/dvgo/360_v2.gin
+
+### TnT Specific Arguments
+
+run.dataset_name = "nerf_360_v2"
+run.datadir = "data/nerf_360_v2"
+
+LitData.batch_sampler = "all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 40000
+LitData.use_near_clip = True
+
+run.max_steps = 40000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.bbox_type="unbounded_inward"
+LitDVGO.model_type="dcvgo"
+LitDVGO.N_iters_coarse=0
+LitDVGO.N_rand_fine=4096
+LitDVGO.lrate_decay_fine=80
+LitDVGO.weight_nearclip_fine=1.0
+LitDVGO.weight_distortion_fine=0.01
+LitDVGO.pg_scale_fine=[2000, 4000, 6000, 8000, 10000, 12000, 14000, 16000]
+LitDVGO.tv_before_fine=20000
+LitDVGO.tv_dense_before_fine=20000
+LitDVGO.weight_tv_density_fine=1e-6
+LitDVGO.weight_tv_k0_fine=1e-7
+
+LitDVGO.num_voxels_fine = 32768000
+LitDVGO.num_voxels_base_fine = 32768000
+LitDVGO.alpha_init_fine = 1e-4
+LitDVGO.stepsize_fine = 0.5
+LitDVGO.fast_color_thres_fine = "outdoor_default"
+LitDVGO.world_bound_scale_fine = 1.
+LitDVGO.contracted_norm_fine = "l2"
+
+
+### Binded options
diff --git a/dvgo_nerf_360_v2_room_220901/dvgo_nerf_360_v2_room_220901/version_0/events.out.tfevents.1662993882.task15.27.0 b/dvgo_nerf_360_v2_room_220901/dvgo_nerf_360_v2_room_220901/version_0/events.out.tfevents.1662993882.task15.27.0
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diff --git a/dvgo_nerf_360_v2_room_220901/dvgo_nerf_360_v2_room_220901/version_0/hparams.yaml b/dvgo_nerf_360_v2_room_220901/dvgo_nerf_360_v2_room_220901/version_0/hparams.yaml
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diff --git a/dvgo_nerf_360_v2_room_220901/results.json b/dvgo_nerf_360_v2_room_220901/results.json
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index 0000000000000000000000000000000000000000..b613523db73ae1ad5128c727c217c223d602c150
--- /dev/null
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+{
+    "LPIPS": {
+        "mean": 0.31640058755874634,
+        "test": 0.31640058755874634
+    },
+    "PSNR": {
+        "mean": 29.111798214128356,
+        "test": 29.111798214128356
+    },
+    "SSIM": {
+        "mean": 0.8525304794311523,
+        "test": 0.8525304794311523
+    }
+}
\ No newline at end of file
diff --git a/dvgo_nerf_360_v2_stump_220901/cfg_model.npy b/dvgo_nerf_360_v2_stump_220901/cfg_model.npy
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--- /dev/null
+++ b/dvgo_nerf_360_v2_stump_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:265a33e7726193a3dce946eaf0ca3eb0992771eb5d751bfc032a154abc8a6c62
+size 1213
diff --git a/dvgo_nerf_360_v2_stump_220901/config.gin b/dvgo_nerf_360_v2_stump_220901/config.gin
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--- /dev/null
+++ b/dvgo_nerf_360_v2_stump_220901/config.gin
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+Config from configs/dvgo/360_v2.gin
+
+### TnT Specific Arguments
+
+run.dataset_name = "nerf_360_v2"
+run.datadir = "data/nerf_360_v2"
+
+LitData.batch_sampler = "all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 40000
+LitData.use_near_clip = True
+
+run.max_steps = 40000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.bbox_type="unbounded_inward"
+LitDVGO.model_type="dcvgo"
+LitDVGO.N_iters_coarse=0
+LitDVGO.N_rand_fine=4096
+LitDVGO.lrate_decay_fine=80
+LitDVGO.weight_nearclip_fine=1.0
+LitDVGO.weight_distortion_fine=0.01
+LitDVGO.pg_scale_fine=[2000, 4000, 6000, 8000, 10000, 12000, 14000, 16000]
+LitDVGO.tv_before_fine=20000
+LitDVGO.tv_dense_before_fine=20000
+LitDVGO.weight_tv_density_fine=1e-6
+LitDVGO.weight_tv_k0_fine=1e-7
+
+LitDVGO.num_voxels_fine = 32768000
+LitDVGO.num_voxels_base_fine = 32768000
+LitDVGO.alpha_init_fine = 1e-4
+LitDVGO.stepsize_fine = 0.5
+LitDVGO.fast_color_thres_fine = "outdoor_default"
+LitDVGO.world_bound_scale_fine = 1.
+LitDVGO.contracted_norm_fine = "l2"
+
+
+### Binded options
diff --git a/dvgo_nerf_360_v2_stump_220901/dvgo_nerf_360_v2_stump_220901/version_0/events.out.tfevents.1662993896.task16.26.0 b/dvgo_nerf_360_v2_stump_220901/dvgo_nerf_360_v2_stump_220901/version_0/events.out.tfevents.1662993896.task16.26.0
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+version https://git-lfs.github.com/spec/v1
+oid sha256:246ac728b8e8477a2bb43e545693c4b3b6b351eddba50a5ece0f7e4150713278
+size 125646
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+version https://git-lfs.github.com/spec/v1
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+size 233
diff --git a/dvgo_nerf_360_v2_stump_220901/dvgo_nerf_360_v2_stump_220901/version_0/hparams.yaml b/dvgo_nerf_360_v2_stump_220901/dvgo_nerf_360_v2_stump_220901/version_0/hparams.yaml
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+{}
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+++ b/dvgo_nerf_360_v2_stump_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.5581363439559937,
+        "test": 0.5581363439559937
+    },
+    "PSNR": {
+        "mean": 20.988310346693275,
+        "test": 20.988310346693275
+    },
+    "SSIM": {
+        "mean": 0.47019317746162415,
+        "test": 0.47019317746162415
+    }
+}
\ No newline at end of file
diff --git a/dvgo_tanks_and_temples_tat_intermediate_M60_220901/cfg_model.npy b/dvgo_tanks_and_temples_tat_intermediate_M60_220901/cfg_model.npy
new file mode 100644
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+++ b/dvgo_tanks_and_temples_tat_intermediate_M60_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:892d12a120ee8f8811146dfdabab2709a9b019a9f462f919c3321c2639e03501
+size 1213
diff --git a/dvgo_tanks_and_temples_tat_intermediate_M60_220901/config.gin b/dvgo_tanks_and_temples_tat_intermediate_M60_220901/config.gin
new file mode 100644
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--- /dev/null
+++ b/dvgo_tanks_and_temples_tat_intermediate_M60_220901/config.gin
@@ -0,0 +1,43 @@
+Config from configs/dvgo/tnt.gin
+
+### TnT Specific Arguments
+
+run.dataset_name = "tanks_and_temples"
+run.datadir = "data/tanks_and_temples"
+
+LitData.batch_sampler = "all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 30000
+LitData.use_near_clip = True
+
+run.max_steps = 30000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.bbox_type="unbounded_inward"
+LitDVGO.model_type="dcvgo"
+LitDVGO.N_iters_coarse=0
+LitDVGO.N_rand_fine=4096
+LitDVGO.weight_distortion_fine=0.01
+LitDVGO.pg_scale_fine=[1000,2000,3000,4000,5000,6000,7000]
+LitDVGO.tv_before_fine=1e9
+LitDVGO.tv_dense_before_fine=10000
+LitDVGO.weight_tv_density_fine=1e-6
+LitDVGO.weight_tv_k0_fine=1e-7
+
+LitDVGO.num_voxels_fine = 32768000
+LitDVGO.num_voxels_base_fine = 32768000
+LitDVGO.alpha_init_fine = 1e-4
+LitDVGO.stepsize_fine = 0.5
+LitDVGO.fast_color_thres_fine = "outdoor_default"
+LitDVGO.world_bound_scale_fine = 1.
+LitDVGO.contracted_norm_fine = "l2"
+
+
+### Binded options
diff --git a/dvgo_tanks_and_temples_tat_intermediate_M60_220901/dvgo_tanks_and_temples_tat_intermediate_M60_220901/version_0/events.out.tfevents.1662993571.task1.27.0 b/dvgo_tanks_and_temples_tat_intermediate_M60_220901/dvgo_tanks_and_temples_tat_intermediate_M60_220901/version_0/events.out.tfevents.1662993571.task1.27.0
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+size 94046
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+{}
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+++ b/dvgo_tanks_and_temples_tat_intermediate_Playground_220901/config.gin
@@ -0,0 +1,43 @@
+Config from configs/dvgo/tnt.gin
+
+### TnT Specific Arguments
+
+run.dataset_name = "tanks_and_temples"
+run.datadir = "data/tanks_and_temples"
+
+LitData.batch_sampler = "all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 30000
+LitData.use_near_clip = True
+
+run.max_steps = 30000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.bbox_type="unbounded_inward"
+LitDVGO.model_type="dcvgo"
+LitDVGO.N_iters_coarse=0
+LitDVGO.N_rand_fine=4096
+LitDVGO.weight_distortion_fine=0.01
+LitDVGO.pg_scale_fine=[1000,2000,3000,4000,5000,6000,7000]
+LitDVGO.tv_before_fine=1e9
+LitDVGO.tv_dense_before_fine=10000
+LitDVGO.weight_tv_density_fine=1e-6
+LitDVGO.weight_tv_k0_fine=1e-7
+
+LitDVGO.num_voxels_fine = 32768000
+LitDVGO.num_voxels_base_fine = 32768000
+LitDVGO.alpha_init_fine = 1e-4
+LitDVGO.stepsize_fine = 0.5
+LitDVGO.fast_color_thres_fine = "outdoor_default"
+LitDVGO.world_bound_scale_fine = 1.
+LitDVGO.contracted_norm_fine = "l2"
+
+
+### Binded options
diff --git a/dvgo_tanks_and_temples_tat_intermediate_Playground_220901/dvgo_tanks_and_temples_tat_intermediate_Playground_220901/version_0/events.out.tfevents.1662993577.task2.27.0 b/dvgo_tanks_and_temples_tat_intermediate_Playground_220901/dvgo_tanks_and_temples_tat_intermediate_Playground_220901/version_0/events.out.tfevents.1662993577.task2.27.0
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+oid sha256:87a4a5b67668a259b9057e6d7d53ad8f4ea1d35ff6bdbda436d4c4663f698b47
+size 94046
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+version https://git-lfs.github.com/spec/v1
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+size 233
diff --git a/dvgo_tanks_and_temples_tat_intermediate_Playground_220901/dvgo_tanks_and_temples_tat_intermediate_Playground_220901/version_0/hparams.yaml b/dvgo_tanks_and_temples_tat_intermediate_Playground_220901/dvgo_tanks_and_temples_tat_intermediate_Playground_220901/version_0/hparams.yaml
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@@ -0,0 +1 @@
+{}
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diff --git a/dvgo_tanks_and_temples_tat_intermediate_Playground_220901/results.json b/dvgo_tanks_and_temples_tat_intermediate_Playground_220901/results.json
new file mode 100644
index 0000000000000000000000000000000000000000..76e075737d57960fd9199f5c2645709e3e29508e
--- /dev/null
+++ b/dvgo_tanks_and_temples_tat_intermediate_Playground_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.5071001648902893,
+        "test": 0.5071001648902893
+    },
+    "PSNR": {
+        "mean": 22.62035585710697,
+        "test": 22.62035585710697
+    },
+    "SSIM": {
+        "mean": 0.6619207262992859,
+        "test": 0.6619207262992859
+    }
+}
\ No newline at end of file
diff --git a/dvgo_tanks_and_temples_tat_intermediate_Train_220901/cfg_model.npy b/dvgo_tanks_and_temples_tat_intermediate_Train_220901/cfg_model.npy
new file mode 100644
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--- /dev/null
+++ b/dvgo_tanks_and_temples_tat_intermediate_Train_220901/cfg_model.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ecaf049a7afa701e86f571a1ab5c5c6fc3208b56eca48caeb7050c3e284ad43e
+size 1213
diff --git a/dvgo_tanks_and_temples_tat_intermediate_Train_220901/config.gin b/dvgo_tanks_and_temples_tat_intermediate_Train_220901/config.gin
new file mode 100644
index 0000000000000000000000000000000000000000..6de4217bd70ddd0de5e9520de256411729417415
--- /dev/null
+++ b/dvgo_tanks_and_temples_tat_intermediate_Train_220901/config.gin
@@ -0,0 +1,43 @@
+Config from configs/dvgo/tnt.gin
+
+### TnT Specific Arguments
+
+run.dataset_name = "tanks_and_temples"
+run.datadir = "data/tanks_and_temples"
+
+LitData.batch_sampler = "all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 30000
+LitData.use_near_clip = True
+
+run.max_steps = 30000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.bbox_type="unbounded_inward"
+LitDVGO.model_type="dcvgo"
+LitDVGO.N_iters_coarse=0
+LitDVGO.N_rand_fine=4096
+LitDVGO.weight_distortion_fine=0.01
+LitDVGO.pg_scale_fine=[1000,2000,3000,4000,5000,6000,7000]
+LitDVGO.tv_before_fine=1e9
+LitDVGO.tv_dense_before_fine=10000
+LitDVGO.weight_tv_density_fine=1e-6
+LitDVGO.weight_tv_k0_fine=1e-7
+
+LitDVGO.num_voxels_fine = 32768000
+LitDVGO.num_voxels_base_fine = 32768000
+LitDVGO.alpha_init_fine = 1e-4
+LitDVGO.stepsize_fine = 0.5
+LitDVGO.fast_color_thres_fine = "outdoor_default"
+LitDVGO.world_bound_scale_fine = 1.
+LitDVGO.contracted_norm_fine = "l2"
+
+
+### Binded options
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+version https://git-lfs.github.com/spec/v1
+oid sha256:dfe5b3ca93e42b154ae90fb8871b1f01b62608be29831d3f23572a5277a610b0
+size 94046
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diff --git a/dvgo_tanks_and_temples_tat_intermediate_Train_220901/results.json b/dvgo_tanks_and_temples_tat_intermediate_Train_220901/results.json
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index 0000000000000000000000000000000000000000..2fa1990aa35f163a1c4beedb79c729a721617b8f
--- /dev/null
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+{
+    "LPIPS": {
+        "mean": 0.5247543454170227,
+        "test": 0.5247543454170227
+    },
+    "PSNR": {
+        "mean": 17.782861008009117,
+        "test": 17.782861008009117
+    },
+    "SSIM": {
+        "mean": 0.5584045648574829,
+        "test": 0.5584045648574829
+    }
+}
\ No newline at end of file
diff --git a/dvgo_tanks_and_temples_tat_training_Truck_220901/cfg_model.npy b/dvgo_tanks_and_temples_tat_training_Truck_220901/cfg_model.npy
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+++ b/dvgo_tanks_and_temples_tat_training_Truck_220901/cfg_model.npy
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+version https://git-lfs.github.com/spec/v1
+oid sha256:75b63a4df868bf0ba79c1489056b38d4f58fe199ead31dd9358e753aed7698c7
+size 1213
diff --git a/dvgo_tanks_and_temples_tat_training_Truck_220901/config.gin b/dvgo_tanks_and_temples_tat_training_Truck_220901/config.gin
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--- /dev/null
+++ b/dvgo_tanks_and_temples_tat_training_Truck_220901/config.gin
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+Config from configs/dvgo/tnt.gin
+
+### TnT Specific Arguments
+
+run.dataset_name = "tanks_and_temples"
+run.datadir = "data/tanks_and_temples"
+
+LitData.batch_sampler = "all_images"
+
+### NeRF Standard Specific Arguments
+
+LitData.batch_size = 4096
+LitData.chunk = 4096
+LitData.use_pixel_centers = True
+LitData.epoch_size = 30000
+LitData.use_near_clip = True
+
+run.max_steps = 30000
+run.log_every_n_steps = 100
+run.progressbar_refresh_rate = 100
+run.model_name = "dvgo"
+
+LitDVGO.bbox_type="unbounded_inward"
+LitDVGO.model_type="dcvgo"
+LitDVGO.N_iters_coarse=0
+LitDVGO.N_rand_fine=4096
+LitDVGO.weight_distortion_fine=0.01
+LitDVGO.pg_scale_fine=[1000,2000,3000,4000,5000,6000,7000]
+LitDVGO.tv_before_fine=1e9
+LitDVGO.tv_dense_before_fine=10000
+LitDVGO.weight_tv_density_fine=1e-6
+LitDVGO.weight_tv_k0_fine=1e-7
+
+LitDVGO.num_voxels_fine = 32768000
+LitDVGO.num_voxels_base_fine = 32768000
+LitDVGO.alpha_init_fine = 1e-4
+LitDVGO.stepsize_fine = 0.5
+LitDVGO.fast_color_thres_fine = "outdoor_default"
+LitDVGO.world_bound_scale_fine = 1.
+LitDVGO.contracted_norm_fine = "l2"
+
+
+### Binded options
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diff --git a/dvgo_tanks_and_temples_tat_training_Truck_220901/results.json b/dvgo_tanks_and_temples_tat_training_Truck_220901/results.json
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+{
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+        "test": 0.467335045337677
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+        "test": 21.30657754015888
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+}
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diff --git a/mipnerf_shiny_blender_ball_220901/best.ckpt b/mipnerf_shiny_blender_ball_220901/best.ckpt
index aee72d01adc36f30b195c856107d4aa2531b98c6..a4afdbb934c852c8d2747fd1ba5f4caf270e7210 100644
--- a/mipnerf_shiny_blender_ball_220901/best.ckpt
+++ b/mipnerf_shiny_blender_ball_220901/best.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a209fca25d4b66670d2a3a6506b9eb9129d03ee68925f50ffaad527666c8251f
-size 7376202
+oid sha256:51cea4bc5f6b222320015bd241108b79e0ec1252f57ae0e5aa37459005f84d3d
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diff --git a/mipnerf_shiny_blender_ball_220901/config.gin b/mipnerf_shiny_blender_ball_220901/config.gin
index 8633251a35920c6f2e0551bebbb14bb68634b464..4bb0fd881f5cc09a350155dd6a987330f0e1c9f0 100644
--- a/mipnerf_shiny_blender_ball_220901/config.gin
+++ b/mipnerf_shiny_blender_ball_220901/config.gin
@@ -6,21 +6,19 @@ run.dataset_name = "shiny_blender"
 run.datadir = "data/refnerf"
 
 LitData.batch_sampler = "all_images"
+LitDataShinyBlender.white_bkgd = True
 
 ### MipNeRF Standard Specific Arguments
 
 run.model_name = "mipnerf"
-run.max_steps = 250000
+run.max_steps = 1000000
 run.log_every_n_steps = 100
 
 LitData.load_radii = True
-LitData.batch_size = 16384
-LitData.chunk = 16384
+LitData.batch_size = 4096
+LitData.chunk = 8192
 LitData.use_pixel_centers = True
-LitData.epoch_size = 50000
+LitData.epoch_size = 250000
 
-LitMipNeRF.lr_init = 2.0e-3
-LitMipNeRF.lr_final = 2.0e-5
-LitMipNeRF.lr_delay_steps = 512
 
 ### Binded options
diff --git a/mipnerf_shiny_blender_ball_220901/last.ckpt b/mipnerf_shiny_blender_ball_220901/last.ckpt
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diff --git a/mipnerf_shiny_blender_ball_220901/results.json b/mipnerf_shiny_blender_ball_220901/results.json
index 1794c26dbc0c7575502057b703ad26163e65ac87..ae8c30a5b0688d213560128f55f71730a42b5f2f 100644
--- a/mipnerf_shiny_blender_ball_220901/results.json
+++ b/mipnerf_shiny_blender_ball_220901/results.json
@@ -1,14 +1,14 @@
 {
     "LPIPS": {
-        "mean": 0.2019030749797821,
-        "test": 0.2019030749797821
+        "mean": 0.20058615505695343,
+        "test": 0.20058615505695343
     },
     "PSNR": {
-        "mean": 27.45338817018755,
-        "test": 27.45338817018755
+        "mean": 27.2895754420088,
+        "test": 27.2895754420088
     },
     "SSIM": {
-        "mean": 0.9401918053627014,
-        "test": 0.9401918053627014
+        "mean": 0.93867427110672,
+        "test": 0.93867427110672
     }
 }
\ No newline at end of file
diff --git a/mipnerf_shiny_blender_car_220901/best.ckpt b/mipnerf_shiny_blender_car_220901/best.ckpt
index 5878e0c071dfeffcb08e46cd1510fc20a9817219..b1be03a089445fb9618a4da001d960ce0a8bfd49 100644
--- a/mipnerf_shiny_blender_car_220901/best.ckpt
+++ b/mipnerf_shiny_blender_car_220901/best.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:37d6291a57a238f59615aceef407e24ba9ffa3cc48a903249069a626d5a2a92b
-size 7376202
+oid sha256:9ea03845ebe1ac1788697533be6abf2ed4968e62d431effd8d05f9909d5c8857
+size 7376266
diff --git a/mipnerf_shiny_blender_car_220901/config.gin b/mipnerf_shiny_blender_car_220901/config.gin
index 8633251a35920c6f2e0551bebbb14bb68634b464..4bb0fd881f5cc09a350155dd6a987330f0e1c9f0 100644
--- a/mipnerf_shiny_blender_car_220901/config.gin
+++ b/mipnerf_shiny_blender_car_220901/config.gin
@@ -6,21 +6,19 @@ run.dataset_name = "shiny_blender"
 run.datadir = "data/refnerf"
 
 LitData.batch_sampler = "all_images"
+LitDataShinyBlender.white_bkgd = True
 
 ### MipNeRF Standard Specific Arguments
 
 run.model_name = "mipnerf"
-run.max_steps = 250000
+run.max_steps = 1000000
 run.log_every_n_steps = 100
 
 LitData.load_radii = True
-LitData.batch_size = 16384
-LitData.chunk = 16384
+LitData.batch_size = 4096
+LitData.chunk = 8192
 LitData.use_pixel_centers = True
-LitData.epoch_size = 50000
+LitData.epoch_size = 250000
 
-LitMipNeRF.lr_init = 2.0e-3
-LitMipNeRF.lr_final = 2.0e-5
-LitMipNeRF.lr_delay_steps = 512
 
 ### Binded options
diff --git a/mipnerf_shiny_blender_car_220901/last.ckpt b/mipnerf_shiny_blender_car_220901/last.ckpt
index 0185176c7e73aec91472e9888be46854b5125c2f..039c6491876dcdd2fc5102ebe74acfe3eb89d462 100644
--- a/mipnerf_shiny_blender_car_220901/last.ckpt
+++ b/mipnerf_shiny_blender_car_220901/last.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:30066ec952ef3837bc279e6dbe2688990d7044f30648e16917bb43ad831dd8e2
-size 7376330
+oid sha256:21680b734c3b24697076087a44cd41e10ca267e785705fc33dea45949de558e8
+size 7376394
diff --git a/mipnerf_shiny_blender_car_220901/mipnerf_shiny_blender_car_220901/version_0/events.out.tfevents.1661688402.task1.40.0 b/mipnerf_shiny_blender_car_220901/mipnerf_shiny_blender_car_220901/version_0/events.out.tfevents.1661688402.task1.40.0
deleted file mode 100644
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--- a/mipnerf_shiny_blender_car_220901/mipnerf_shiny_blender_car_220901/version_0/events.out.tfevents.1661688402.task1.40.0
+++ /dev/null
@@ -1,3 +0,0 @@
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-size 610170
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+++ /dev/null
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@@ -0,0 +1,3 @@
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+size 2439980
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new file mode 100644
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diff --git a/mipnerf_shiny_blender_car_220901/render_model/image199.jpg b/mipnerf_shiny_blender_car_220901/render_model/image199.jpg
index a78833cb71d05d334262677718f085cf9d5f38b9..6e0d183c217c3767dd1de2ca0acad94a581a32fb 100644
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diff --git a/mipnerf_shiny_blender_car_220901/results.json b/mipnerf_shiny_blender_car_220901/results.json
index 24b5aa35cf70cefb4e2f69ebb2bf87f12cf98fcd..356f1496842bc8173fd2ac7ee5cda844735455a3 100644
--- a/mipnerf_shiny_blender_car_220901/results.json
+++ b/mipnerf_shiny_blender_car_220901/results.json
@@ -1,14 +1,14 @@
 {
     "LPIPS": {
-        "mean": 0.07079923152923584,
-        "test": 0.07079923152923584
+        "mean": 0.06895584613084793,
+        "test": 0.06895584613084793
     },
     "PSNR": {
-        "mean": 26.658363806163734,
-        "test": 26.658363806163734
+        "mean": 26.718064811008546,
+        "test": 26.718064811008546
     },
     "SSIM": {
-        "mean": 0.9225780963897705,
-        "test": 0.9225780963897705
+        "mean": 0.9226338267326355,
+        "test": 0.9226338267326355
     }
 }
\ No newline at end of file
diff --git a/mipnerf_shiny_blender_coffee_220901/best.ckpt b/mipnerf_shiny_blender_coffee_220901/best.ckpt
index 4944bf75f97e445329d10dc942b63fb030ce0f8d..6b2473e74be48e0670a45dd1550921a1afab69f7 100644
--- a/mipnerf_shiny_blender_coffee_220901/best.ckpt
+++ b/mipnerf_shiny_blender_coffee_220901/best.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7289df59e77d22fca7d38fbd0d89b1436b2c798d841ce6e93de0db21a0bc96b4
-size 7376202
+oid sha256:c4e637b0ea87dff009d1b556980c379f8d24928c70142898797ec0d67d55ac02
+size 7376266
diff --git a/mipnerf_shiny_blender_coffee_220901/config.gin b/mipnerf_shiny_blender_coffee_220901/config.gin
index 8633251a35920c6f2e0551bebbb14bb68634b464..4bb0fd881f5cc09a350155dd6a987330f0e1c9f0 100644
--- a/mipnerf_shiny_blender_coffee_220901/config.gin
+++ b/mipnerf_shiny_blender_coffee_220901/config.gin
@@ -6,21 +6,19 @@ run.dataset_name = "shiny_blender"
 run.datadir = "data/refnerf"
 
 LitData.batch_sampler = "all_images"
+LitDataShinyBlender.white_bkgd = True
 
 ### MipNeRF Standard Specific Arguments
 
 run.model_name = "mipnerf"
-run.max_steps = 250000
+run.max_steps = 1000000
 run.log_every_n_steps = 100
 
 LitData.load_radii = True
-LitData.batch_size = 16384
-LitData.chunk = 16384
+LitData.batch_size = 4096
+LitData.chunk = 8192
 LitData.use_pixel_centers = True
-LitData.epoch_size = 50000
+LitData.epoch_size = 250000
 
-LitMipNeRF.lr_init = 2.0e-3
-LitMipNeRF.lr_final = 2.0e-5
-LitMipNeRF.lr_delay_steps = 512
 
 ### Binded options
diff --git a/mipnerf_shiny_blender_coffee_220901/last.ckpt b/mipnerf_shiny_blender_coffee_220901/last.ckpt
index 133deecd65728400a626309702ccab570bd34c69..05e1de41ef5d349d38621aa647d3d9cae406a238 100644
--- a/mipnerf_shiny_blender_coffee_220901/last.ckpt
+++ b/mipnerf_shiny_blender_coffee_220901/last.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bae0a053c24deeb49e24836570906c864c4d9476338bb44db874aaf4bc3c2623
+oid sha256:34e05701c178582223ced56bcb422502e8915579cb5fd78ecaa96f8a44370076
 size 7376394
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diff --git a/mipnerf_shiny_blender_coffee_220901/results.json b/mipnerf_shiny_blender_coffee_220901/results.json
index c06dac521ed8a2f3cc25e191b89842faf26a497b..612c13af6a1d576a213ba17a94eeba2ddae49110 100644
--- a/mipnerf_shiny_blender_coffee_220901/results.json
+++ b/mipnerf_shiny_blender_coffee_220901/results.json
@@ -1,14 +1,14 @@
 {
     "LPIPS": {
-        "mean": 0.12740427255630493,
-        "test": 0.12740427255630493
+        "mean": 0.12967881560325623,
+        "test": 0.12967881560325623
     },
     "PSNR": {
-        "mean": 31.176398183236415,
-        "test": 31.176398183236415
+        "mean": 30.833179183641157,
+        "test": 30.833179183641157
     },
     "SSIM": {
-        "mean": 0.9667481184005737,
-        "test": 0.9667481184005737
+        "mean": 0.9658174514770508,
+        "test": 0.9658174514770508
     }
 }
\ No newline at end of file
diff --git a/mipnerf_shiny_blender_helmet_220901/best.ckpt b/mipnerf_shiny_blender_helmet_220901/best.ckpt
index e903f003a29e9239047bfce28c7bf9200094ccf7..5519e0ff9559a038f26e46ec4f565885940d4b3b 100644
--- a/mipnerf_shiny_blender_helmet_220901/best.ckpt
+++ b/mipnerf_shiny_blender_helmet_220901/best.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2b23f78e8bdd463419c4b6f16da9c8417ccc7c5c6a29b52b15d016d47978d0d7
-size 7376202
+oid sha256:ee0fd98f788e00f1dac81b5aa5064cce18097ad4cd1c094212fa855f05bd3568
+size 7376266
diff --git a/mipnerf_shiny_blender_helmet_220901/config.gin b/mipnerf_shiny_blender_helmet_220901/config.gin
index 8633251a35920c6f2e0551bebbb14bb68634b464..4bb0fd881f5cc09a350155dd6a987330f0e1c9f0 100644
--- a/mipnerf_shiny_blender_helmet_220901/config.gin
+++ b/mipnerf_shiny_blender_helmet_220901/config.gin
@@ -6,21 +6,19 @@ run.dataset_name = "shiny_blender"
 run.datadir = "data/refnerf"
 
 LitData.batch_sampler = "all_images"
+LitDataShinyBlender.white_bkgd = True
 
 ### MipNeRF Standard Specific Arguments
 
 run.model_name = "mipnerf"
-run.max_steps = 250000
+run.max_steps = 1000000
 run.log_every_n_steps = 100
 
 LitData.load_radii = True
-LitData.batch_size = 16384
-LitData.chunk = 16384
+LitData.batch_size = 4096
+LitData.chunk = 8192
 LitData.use_pixel_centers = True
-LitData.epoch_size = 50000
+LitData.epoch_size = 250000
 
-LitMipNeRF.lr_init = 2.0e-3
-LitMipNeRF.lr_final = 2.0e-5
-LitMipNeRF.lr_delay_steps = 512
 
 ### Binded options
diff --git a/mipnerf_shiny_blender_helmet_220901/last.ckpt b/mipnerf_shiny_blender_helmet_220901/last.ckpt
index e34ec5c8df766115601289a557aa2a0838e0b528..74ff11ed0127827f07bb6c5f1ef01669c20d4704 100644
--- a/mipnerf_shiny_blender_helmet_220901/last.ckpt
+++ b/mipnerf_shiny_blender_helmet_220901/last.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5fbe1b9facf6a65f2d4558ac18105d9a4d9388eff9fac125e4f9fa3bf5a77c8d
+oid sha256:2f466e2ae502a2010842dde4ddc0cead7f0978f2cc34d17cccd732e6964cdd70
 size 7376394
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deleted file mode 100644
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+++ /dev/null
@@ -1,3 +0,0 @@
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new file mode 100644
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diff --git a/mipnerf_shiny_blender_helmet_220901/results.json b/mipnerf_shiny_blender_helmet_220901/results.json
index 367197ec6298c411a04e2d3cb08eab4f8e02e3e9..eb727ed7d034f7fb5a9513ef31e99d6a5930531a 100644
--- a/mipnerf_shiny_blender_helmet_220901/results.json
+++ b/mipnerf_shiny_blender_helmet_220901/results.json
@@ -1,14 +1,14 @@
 {
     "LPIPS": {
-        "mean": 0.14066825807094574,
-        "test": 0.14066825807094574
+        "mean": 0.13905692100524902,
+        "test": 0.13905692100524902
     },
     "PSNR": {
-        "mean": 27.942990280032127,
-        "test": 27.942990280032127
+        "mean": 27.793872136903314,
+        "test": 27.793872136903314
     },
     "SSIM": {
-        "mean": 0.9419636130332947,
-        "test": 0.9419636130332947
+        "mean": 0.9417028427124023,
+        "test": 0.9417028427124023
     }
 }
\ No newline at end of file
diff --git a/mipnerf_shiny_blender_teapot_220901/best.ckpt b/mipnerf_shiny_blender_teapot_220901/best.ckpt
index a7b7affadef6a2328c0b038439a686c6f5ce616c..5c14a6a4a03c9906afe337e0c861f831c134cb8a 100644
--- a/mipnerf_shiny_blender_teapot_220901/best.ckpt
+++ b/mipnerf_shiny_blender_teapot_220901/best.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6d3dfc2e7e2d9cd11adccd97ecf8bbb6b1c100fe6f0921d49cc0b637ee34981d
+oid sha256:967c44bf6cef3e322c8cf74d4946d1c8813432b556c6c851fbed6975eb2fe7bd
 size 7376394
diff --git a/mipnerf_shiny_blender_teapot_220901/config.gin b/mipnerf_shiny_blender_teapot_220901/config.gin
index 8633251a35920c6f2e0551bebbb14bb68634b464..4bb0fd881f5cc09a350155dd6a987330f0e1c9f0 100644
--- a/mipnerf_shiny_blender_teapot_220901/config.gin
+++ b/mipnerf_shiny_blender_teapot_220901/config.gin
@@ -6,21 +6,19 @@ run.dataset_name = "shiny_blender"
 run.datadir = "data/refnerf"
 
 LitData.batch_sampler = "all_images"
+LitDataShinyBlender.white_bkgd = True
 
 ### MipNeRF Standard Specific Arguments
 
 run.model_name = "mipnerf"
-run.max_steps = 250000
+run.max_steps = 1000000
 run.log_every_n_steps = 100
 
 LitData.load_radii = True
-LitData.batch_size = 16384
-LitData.chunk = 16384
+LitData.batch_size = 4096
+LitData.chunk = 8192
 LitData.use_pixel_centers = True
-LitData.epoch_size = 50000
+LitData.epoch_size = 250000
 
-LitMipNeRF.lr_init = 2.0e-3
-LitMipNeRF.lr_final = 2.0e-5
-LitMipNeRF.lr_delay_steps = 512
 
 ### Binded options
diff --git a/mipnerf_shiny_blender_teapot_220901/last.ckpt b/mipnerf_shiny_blender_teapot_220901/last.ckpt
index a7b7affadef6a2328c0b038439a686c6f5ce616c..aa6e510980b9127d797c4d5c879f024472377cd5 100644
--- a/mipnerf_shiny_blender_teapot_220901/last.ckpt
+++ b/mipnerf_shiny_blender_teapot_220901/last.ckpt
@@ -1,3 +1,3 @@
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-oid sha256:6d3dfc2e7e2d9cd11adccd97ecf8bbb6b1c100fe6f0921d49cc0b637ee34981d
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 size 7376394
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@@ -1,3 +0,0 @@
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-size 610170
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diff --git a/mipnerf_shiny_blender_teapot_220901/results.json b/mipnerf_shiny_blender_teapot_220901/results.json
index 6ef179f0822e83992d18d09ab5fdb0b473b813b7..e46852b2039e506b7eca3a2f01dff2d0fdbaed5b 100644
--- a/mipnerf_shiny_blender_teapot_220901/results.json
+++ b/mipnerf_shiny_blender_teapot_220901/results.json
@@ -1,14 +1,14 @@
 {
     "LPIPS": {
-        "mean": 0.012307722121477127,
-        "test": 0.012307722121477127
+        "mean": 0.012238070368766785,
+        "test": 0.012238070368766785
     },
     "PSNR": {
-        "mean": 45.06093772287886,
-        "test": 45.06093772287886
+        "mean": 45.498156691132245,
+        "test": 45.498156691132245
     },
     "SSIM": {
-        "mean": 0.9962307810783386,
-        "test": 0.9962307810783386
+        "mean": 0.9964054822921753,
+        "test": 0.9964054822921753
     }
 }
\ No newline at end of file
diff --git a/mipnerf_shiny_blender_toaster_220901/best.ckpt b/mipnerf_shiny_blender_toaster_220901/best.ckpt
index 848b42baa59c75bf9273507b25065559072c7011..cc1f6e031b469971a02bc9b9b7ecb519784bbfa4 100644
--- a/mipnerf_shiny_blender_toaster_220901/best.ckpt
+++ b/mipnerf_shiny_blender_toaster_220901/best.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1582ee87b9fe91f2a351b7a948746dcea3e4a99ce22d970b5c7a58367486bc63
-size 7376202
+oid sha256:1788ea83a4eeb02a2a6eaa51fb04422166ca5135a9e38b389cfe5371b87923eb
+size 7376266
diff --git a/mipnerf_shiny_blender_toaster_220901/config.gin b/mipnerf_shiny_blender_toaster_220901/config.gin
index 8633251a35920c6f2e0551bebbb14bb68634b464..4bb0fd881f5cc09a350155dd6a987330f0e1c9f0 100644
--- a/mipnerf_shiny_blender_toaster_220901/config.gin
+++ b/mipnerf_shiny_blender_toaster_220901/config.gin
@@ -6,21 +6,19 @@ run.dataset_name = "shiny_blender"
 run.datadir = "data/refnerf"
 
 LitData.batch_sampler = "all_images"
+LitDataShinyBlender.white_bkgd = True
 
 ### MipNeRF Standard Specific Arguments
 
 run.model_name = "mipnerf"
-run.max_steps = 250000
+run.max_steps = 1000000
 run.log_every_n_steps = 100
 
 LitData.load_radii = True
-LitData.batch_size = 16384
-LitData.chunk = 16384
+LitData.batch_size = 4096
+LitData.chunk = 8192
 LitData.use_pixel_centers = True
-LitData.epoch_size = 50000
+LitData.epoch_size = 250000
 
-LitMipNeRF.lr_init = 2.0e-3
-LitMipNeRF.lr_final = 2.0e-5
-LitMipNeRF.lr_delay_steps = 512
 
 ### Binded options
diff --git a/mipnerf_shiny_blender_toaster_220901/last.ckpt b/mipnerf_shiny_blender_toaster_220901/last.ckpt
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--- a/mipnerf_shiny_blender_toaster_220901/last.ckpt
+++ b/mipnerf_shiny_blender_toaster_220901/last.ckpt
@@ -1,3 +1,3 @@
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+oid sha256:84f7617cfe045458e6255ba01ae2411df027bc7e83320408615bfcd5b91f288f
 size 7376394
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deleted file mode 100644
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+++ /dev/null
@@ -1,3 +0,0 @@
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diff --git a/mipnerf_shiny_blender_toaster_220901/results.json b/mipnerf_shiny_blender_toaster_220901/results.json
index a06375c0ad536add0cc845bec6cd868b7fd4cdd2..e5b598badc0bf01a58c2007ff52dbdec5a413930 100644
--- a/mipnerf_shiny_blender_toaster_220901/results.json
+++ b/mipnerf_shiny_blender_toaster_220901/results.json
@@ -1,14 +1,14 @@
 {
     "LPIPS": {
-        "mean": 0.16899548470973969,
-        "test": 0.16899548470973969
+        "mean": 0.16449332237243652,
+        "test": 0.16449332237243652
     },
     "PSNR": {
-        "mean": 22.47708531168936,
-        "test": 22.47708531168936
+        "mean": 22.52220779707508,
+        "test": 22.52220779707508
     },
     "SSIM": {
-        "mean": 0.8900376558303833,
-        "test": 0.8900376558303833
+        "mean": 0.8894015550613403,
+        "test": 0.8894015550613403
     }
 }
\ No newline at end of file
diff --git a/nerf_shiny_blender_ball_220901/best.ckpt b/nerf_shiny_blender_ball_220901/best.ckpt
new file mode 100644
index 0000000000000000000000000000000000000000..84a550b30f200e3e05291b6b4742726815db81e7
--- /dev/null
+++ b/nerf_shiny_blender_ball_220901/best.ckpt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f86ea5ed9ca9aa70716c071456e30d7c3e1321ed8f31ac14d09123b64ab5972
+size 14346719
diff --git a/nerf_shiny_blender_ball_220901/config.gin b/nerf_shiny_blender_ball_220901/config.gin
new file mode 100644
index 0000000000000000000000000000000000000000..a4e866fedf75d75c91be4bb10af192124a5e0e74
--- /dev/null
+++ b/nerf_shiny_blender_ball_220901/config.gin
@@ -0,0 +1,26 @@
+Config from configs/nerf/shiny_blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "shiny_blender"
+run.datadir = "data/refnerf"
+
+LitData.batch_sampler = "all_images"
+LitDataShinyBlender.white_bkgd = True
+
+### NeRF Standard Specific Arguments
+
+NeRF.num_coarse_samples = 64
+NeRF.num_fine_samples = 128
+
+LitData.batch_size = 4096
+LitData.chunk = 8192
+LitData.use_pixel_centers = True
+LitData.epoch_size = 250000
+LitDataBlender.white_bkgd = True
+
+run.max_steps = 1000000
+run.log_every_n_steps = 100
+run.model_name = "nerf"
+
+### Binded options
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+size 14346783
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diff --git a/nerf_shiny_blender_ball_220901/results.json b/nerf_shiny_blender_ball_220901/results.json
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index 0000000000000000000000000000000000000000..6833e78a4c66326b4efdc1e21acc1f2005e63711
--- /dev/null
+++ b/nerf_shiny_blender_ball_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.20881564915180206,
+        "test": 0.20881564915180206
+    },
+    "PSNR": {
+        "mean": 27.18138656414008,
+        "test": 27.18138656414008
+    },
+    "SSIM": {
+        "mean": 0.9356275200843811,
+        "test": 0.9356275200843811
+    }
+}
\ No newline at end of file
diff --git a/nerf_shiny_blender_car_220901/best.ckpt b/nerf_shiny_blender_car_220901/best.ckpt
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--- /dev/null
+++ b/nerf_shiny_blender_car_220901/best.ckpt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3be924a3ce625ee371352fb78195dfafc200e992799c8361785c4565b133fa75
+size 14346719
diff --git a/nerf_shiny_blender_car_220901/config.gin b/nerf_shiny_blender_car_220901/config.gin
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--- /dev/null
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+Config from configs/nerf/shiny_blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "shiny_blender"
+run.datadir = "data/refnerf"
+
+LitData.batch_sampler = "all_images"
+LitDataShinyBlender.white_bkgd = True
+
+### NeRF Standard Specific Arguments
+
+NeRF.num_coarse_samples = 64
+NeRF.num_fine_samples = 128
+
+LitData.batch_size = 4096
+LitData.chunk = 8192
+LitData.use_pixel_centers = True
+LitData.epoch_size = 250000
+LitDataBlender.white_bkgd = True
+
+run.max_steps = 1000000
+run.log_every_n_steps = 100
+run.model_name = "nerf"
+
+### Binded options
diff --git a/nerf_shiny_blender_car_220901/last.ckpt b/nerf_shiny_blender_car_220901/last.ckpt
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+version https://git-lfs.github.com/spec/v1
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+size 14346783
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+size 2439980
diff --git a/nerf_shiny_blender_car_220901/nerf_shiny_blender_car_220901/version_0/events.out.tfevents.1662838965.task1.39.1 b/nerf_shiny_blender_car_220901/nerf_shiny_blender_car_220901/version_0/events.out.tfevents.1662838965.task1.39.1
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76ec1234399b14e64aae5d8813a6c3bac2fba116d940b102affc4858d5750013
+size 233
diff --git a/nerf_shiny_blender_car_220901/nerf_shiny_blender_car_220901/version_0/hparams.yaml b/nerf_shiny_blender_car_220901/nerf_shiny_blender_car_220901/version_0/hparams.yaml
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+{}
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diff --git a/nerf_shiny_blender_car_220901/results.json b/nerf_shiny_blender_car_220901/results.json
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index 0000000000000000000000000000000000000000..3d454c620b21d9cd15fb5a28aaaf41caa4781c37
--- /dev/null
+++ b/nerf_shiny_blender_car_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.0709766149520874,
+        "test": 0.0709766149520874
+    },
+    "PSNR": {
+        "mean": 26.424874050125766,
+        "test": 26.424874050125766
+    },
+    "SSIM": {
+        "mean": 0.9196802377700806,
+        "test": 0.9196802377700806
+    }
+}
\ No newline at end of file
diff --git a/nerf_shiny_blender_coffee_220901/best.ckpt b/nerf_shiny_blender_coffee_220901/best.ckpt
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--- /dev/null
+++ b/nerf_shiny_blender_coffee_220901/best.ckpt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d338e1ad38d429c20353c81ea0f15aee5147503c84145d580690a6ae35f72c54
+size 14346719
diff --git a/nerf_shiny_blender_coffee_220901/config.gin b/nerf_shiny_blender_coffee_220901/config.gin
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--- /dev/null
+++ b/nerf_shiny_blender_coffee_220901/config.gin
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+Config from configs/nerf/shiny_blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "shiny_blender"
+run.datadir = "data/refnerf"
+
+LitData.batch_sampler = "all_images"
+LitDataShinyBlender.white_bkgd = True
+
+### NeRF Standard Specific Arguments
+
+NeRF.num_coarse_samples = 64
+NeRF.num_fine_samples = 128
+
+LitData.batch_size = 4096
+LitData.chunk = 8192
+LitData.use_pixel_centers = True
+LitData.epoch_size = 250000
+LitDataBlender.white_bkgd = True
+
+run.max_steps = 1000000
+run.log_every_n_steps = 100
+run.model_name = "nerf"
+
+### Binded options
diff --git a/nerf_shiny_blender_coffee_220901/last.ckpt b/nerf_shiny_blender_coffee_220901/last.ckpt
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+version https://git-lfs.github.com/spec/v1
+oid sha256:8db0cde29d52fb88ac82ee2c74affa4aeef4335e80f5e331525a10b277565cdf
+size 14346783
diff --git a/nerf_shiny_blender_coffee_220901/nerf_shiny_blender_coffee_220901/version_0/events.out.tfevents.1662727134.task1.39.0 b/nerf_shiny_blender_coffee_220901/nerf_shiny_blender_coffee_220901/version_0/events.out.tfevents.1662727134.task1.39.0
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+version https://git-lfs.github.com/spec/v1
+oid sha256:6ada6ce8f317b296261dd663eed8b4528d819c6210305bf1083bd738559f3dac
+size 2439980
diff --git a/nerf_shiny_blender_coffee_220901/nerf_shiny_blender_coffee_220901/version_0/events.out.tfevents.1662837674.task1.39.1 b/nerf_shiny_blender_coffee_220901/nerf_shiny_blender_coffee_220901/version_0/events.out.tfevents.1662837674.task1.39.1
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--- /dev/null
+++ b/nerf_shiny_blender_coffee_220901/nerf_shiny_blender_coffee_220901/version_0/events.out.tfevents.1662837674.task1.39.1
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c8308257f7c64b95d60e239018a12c1b44c2daa59e72f40f87428664005fe79
+size 233
diff --git a/nerf_shiny_blender_coffee_220901/nerf_shiny_blender_coffee_220901/version_0/hparams.yaml b/nerf_shiny_blender_coffee_220901/nerf_shiny_blender_coffee_220901/version_0/hparams.yaml
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+{}
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diff --git a/nerf_shiny_blender_coffee_220901/results.json b/nerf_shiny_blender_coffee_220901/results.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e32a450a0cff4f67b910918bf02f2772b437b7d
--- /dev/null
+++ b/nerf_shiny_blender_coffee_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.1329652965068817,
+        "test": 0.1329652965068817
+    },
+    "PSNR": {
+        "mean": 30.63922265525327,
+        "test": 30.63922265525327
+    },
+    "SSIM": {
+        "mean": 0.9641273021697998,
+        "test": 0.9641273021697998
+    }
+}
\ No newline at end of file
diff --git a/nerf_shiny_blender_helmet_220901/best.ckpt b/nerf_shiny_blender_helmet_220901/best.ckpt
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--- /dev/null
+++ b/nerf_shiny_blender_helmet_220901/best.ckpt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f697eef7ea7535c53f1ae33323dfa92ba9871398c709efbc364ed204368556ae
+size 14346719
diff --git a/nerf_shiny_blender_helmet_220901/config.gin b/nerf_shiny_blender_helmet_220901/config.gin
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--- /dev/null
+++ b/nerf_shiny_blender_helmet_220901/config.gin
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+Config from configs/nerf/shiny_blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "shiny_blender"
+run.datadir = "data/refnerf"
+
+LitData.batch_sampler = "all_images"
+LitDataShinyBlender.white_bkgd = True
+
+### NeRF Standard Specific Arguments
+
+NeRF.num_coarse_samples = 64
+NeRF.num_fine_samples = 128
+
+LitData.batch_size = 4096
+LitData.chunk = 8192
+LitData.use_pixel_centers = True
+LitData.epoch_size = 250000
+LitDataBlender.white_bkgd = True
+
+run.max_steps = 1000000
+run.log_every_n_steps = 100
+run.model_name = "nerf"
+
+### Binded options
diff --git a/nerf_shiny_blender_helmet_220901/last.ckpt b/nerf_shiny_blender_helmet_220901/last.ckpt
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+version https://git-lfs.github.com/spec/v1
+oid sha256:b5c8070cefb3f752f6bcfbbf44791b7a00196edea564cdfbde24e3351137f3c6
+size 14346783
diff --git a/nerf_shiny_blender_helmet_220901/nerf_shiny_blender_helmet_220901/version_0/events.out.tfevents.1662727205.task1.39.0 b/nerf_shiny_blender_helmet_220901/nerf_shiny_blender_helmet_220901/version_0/events.out.tfevents.1662727205.task1.39.0
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+version https://git-lfs.github.com/spec/v1
+oid sha256:2603253306b9e55f66f8b500d0a7048700bc7e9cf2c19ad02a9546f3b7aee9bf
+size 2439980
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5fd25a282180564d4522796b10789a1b45a0ce1ca847e3a71e4b62c1c5c0d79
+size 233
diff --git a/nerf_shiny_blender_helmet_220901/nerf_shiny_blender_helmet_220901/version_0/hparams.yaml b/nerf_shiny_blender_helmet_220901/nerf_shiny_blender_helmet_220901/version_0/hparams.yaml
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+{}
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diff --git a/nerf_shiny_blender_helmet_220901/results.json b/nerf_shiny_blender_helmet_220901/results.json
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index 0000000000000000000000000000000000000000..b0cf3be79df5134a7f220168868b503018457087
--- /dev/null
+++ b/nerf_shiny_blender_helmet_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.1435570865869522,
+        "test": 0.1435570865869522
+    },
+    "PSNR": {
+        "mean": 27.614021804138705,
+        "test": 27.614021804138705
+    },
+    "SSIM": {
+        "mean": 0.9388043284416199,
+        "test": 0.9388043284416199
+    }
+}
\ No newline at end of file
diff --git a/nerf_shiny_blender_teapot_220901/best.ckpt b/nerf_shiny_blender_teapot_220901/best.ckpt
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--- /dev/null
+++ b/nerf_shiny_blender_teapot_220901/best.ckpt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3c34b026cdca6bc4cace4c7e50be5c95b0bd8b93295d59ac30d7f6ee6ebd874
+size 14346783
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+Config from configs/nerf/shiny_blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "shiny_blender"
+run.datadir = "data/refnerf"
+
+LitData.batch_sampler = "all_images"
+LitDataShinyBlender.white_bkgd = True
+
+### NeRF Standard Specific Arguments
+
+NeRF.num_coarse_samples = 64
+NeRF.num_fine_samples = 128
+
+LitData.batch_size = 4096
+LitData.chunk = 8192
+LitData.use_pixel_centers = True
+LitData.epoch_size = 250000
+LitDataBlender.white_bkgd = True
+
+run.max_steps = 1000000
+run.log_every_n_steps = 100
+run.model_name = "nerf"
+
+### Binded options
diff --git a/nerf_shiny_blender_teapot_220901/last.ckpt b/nerf_shiny_blender_teapot_220901/last.ckpt
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+version https://git-lfs.github.com/spec/v1
+oid sha256:7a6a17a711a14d731e83595c3bfe4615a2eaee3eb8e7821fac5baec42219aa00
+size 14346783
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+size 2439980
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+version https://git-lfs.github.com/spec/v1
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+size 233
diff --git a/nerf_shiny_blender_teapot_220901/nerf_shiny_blender_teapot_220901/version_0/hparams.yaml b/nerf_shiny_blender_teapot_220901/nerf_shiny_blender_teapot_220901/version_0/hparams.yaml
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+{}
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diff --git a/nerf_shiny_blender_teapot_220901/results.json b/nerf_shiny_blender_teapot_220901/results.json
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index 0000000000000000000000000000000000000000..ef6db0fa8cb1a5f2e5776aa98d04a053c33c47d7
--- /dev/null
+++ b/nerf_shiny_blender_teapot_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.013260389678180218,
+        "test": 0.013260389678180218
+    },
+    "PSNR": {
+        "mean": 45.37243208522863,
+        "test": 45.37243208522863
+    },
+    "SSIM": {
+        "mean": 0.9962777495384216,
+        "test": 0.9962777495384216
+    }
+}
\ No newline at end of file
diff --git a/nerf_shiny_blender_toaster_220901/best.ckpt b/nerf_shiny_blender_toaster_220901/best.ckpt
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--- /dev/null
+++ b/nerf_shiny_blender_toaster_220901/best.ckpt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c77552b0058f52d5d3e0a7a50a3e41a7f8a31925b7703c02806c134ad0f7293e
+size 14346719
diff --git a/nerf_shiny_blender_toaster_220901/config.gin b/nerf_shiny_blender_toaster_220901/config.gin
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--- /dev/null
+++ b/nerf_shiny_blender_toaster_220901/config.gin
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+Config from configs/nerf/shiny_blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "shiny_blender"
+run.datadir = "data/refnerf"
+
+LitData.batch_sampler = "all_images"
+LitDataShinyBlender.white_bkgd = True
+
+### NeRF Standard Specific Arguments
+
+NeRF.num_coarse_samples = 64
+NeRF.num_fine_samples = 128
+
+LitData.batch_size = 4096
+LitData.chunk = 8192
+LitData.use_pixel_centers = True
+LitData.epoch_size = 250000
+LitDataBlender.white_bkgd = True
+
+run.max_steps = 1000000
+run.log_every_n_steps = 100
+run.model_name = "nerf"
+
+### Binded options
diff --git a/nerf_shiny_blender_toaster_220901/last.ckpt b/nerf_shiny_blender_toaster_220901/last.ckpt
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+version https://git-lfs.github.com/spec/v1
+oid sha256:86c41d818e57f40bef21565f7cdc52cd523eb8248a9b80df6e83994456e231aa
+size 14346783
diff --git a/nerf_shiny_blender_toaster_220901/nerf_shiny_blender_toaster_220901/version_0/events.out.tfevents.1662727203.task1.39.0 b/nerf_shiny_blender_toaster_220901/nerf_shiny_blender_toaster_220901/version_0/events.out.tfevents.1662727203.task1.39.0
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+version https://git-lfs.github.com/spec/v1
+oid sha256:17a9017d252e912b7aeca1e6df5eaf75ce49318f8aec526ceaad192786f0ef1a
+size 2439980
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+version https://git-lfs.github.com/spec/v1
+oid sha256:d0f2d698d1a7d0e3a03236adc545a6c546373635594debfdb918628370da2f8d
+size 233
diff --git a/nerf_shiny_blender_toaster_220901/nerf_shiny_blender_toaster_220901/version_0/hparams.yaml b/nerf_shiny_blender_toaster_220901/nerf_shiny_blender_toaster_220901/version_0/hparams.yaml
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index 0000000000000000000000000000000000000000..be8821f51a80947634791e32ee8b34be9e9c80f0
--- /dev/null
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@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.1707335263490677,
+        "test": 0.1707335263490677
+    },
+    "PSNR": {
+        "mean": 22.508114482141746,
+        "test": 22.508114482141746
+    },
+    "SSIM": {
+        "mean": 0.8856150507926941,
+        "test": 0.8856150507926941
+    }
+}
\ No newline at end of file
diff --git a/refnerf_blender_chair_220901/best.ckpt b/refnerf_blender_chair_220901/best.ckpt
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+++ b/refnerf_blender_chair_220901/best.ckpt
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+version https://git-lfs.github.com/spec/v1
+oid sha256:914b268bdf8f93bdec6d193f75eff4e9e79ac82c3c9448fd25e9d158ed09fa96
+size 13366059
diff --git a/refnerf_blender_chair_220901/config.gin b/refnerf_blender_chair_220901/config.gin
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--- /dev/null
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+Config from configs/refnerf/blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "blender"
+run.datadir = "data/blender"
+
+LitData.batch_sampler = "single_image"
+LitDataBlender.white_bkgd = True
+
+### RefNeRF Standard Specific Arguments
+
+run.model_name = "refnerf"
+run.max_steps = 1000000
+run.log_every_n_steps = 100
+
+LitData.load_radii = True
+LitData.batch_size = 4096
+LitData.chunk = 8192
+LitData.use_pixel_centers = True
+LitData.epoch_size = 250000
+
+LitRefNeRF.compute_normal_metrics = False
+LitRefNeRF.lr_init = 5.0e-4
+LitRefNeRF.lr_final = 5.0e-6
+
+LitRefNeRF.lr_delay_steps = 2500
+
+### Binded options
diff --git a/refnerf_blender_chair_220901/last.ckpt b/refnerf_blender_chair_220901/last.ckpt
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+version https://git-lfs.github.com/spec/v1
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+size 13366059
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+version https://git-lfs.github.com/spec/v1
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+size 3679652
diff --git a/refnerf_blender_chair_220901/refnerf_blender_chair_220901/version_0/events.out.tfevents.1662447469.task1.40.1 b/refnerf_blender_chair_220901/refnerf_blender_chair_220901/version_0/events.out.tfevents.1662447469.task1.40.1
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 233
diff --git a/refnerf_blender_chair_220901/refnerf_blender_chair_220901/version_0/hparams.yaml b/refnerf_blender_chair_220901/refnerf_blender_chair_220901/version_0/hparams.yaml
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+{}
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--- /dev/null
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@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.022324301302433014,
+        "test": 0.022324301302433014
+    },
+    "PSNR": {
+        "mean": 35.84022603522704,
+        "test": 35.84022603522704
+    },
+    "SSIM": {
+        "mean": 0.9841851592063904,
+        "test": 0.9841851592063904
+    }
+}
\ No newline at end of file
diff --git a/refnerf_blender_drums_220901/best.ckpt b/refnerf_blender_drums_220901/best.ckpt
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--- /dev/null
+++ b/refnerf_blender_drums_220901/best.ckpt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:43f23d5a4f22eee678a8cd07ea5f9e955268a942081b6237939c1c871c67545b
+size 13366059
diff --git a/refnerf_blender_drums_220901/config.gin b/refnerf_blender_drums_220901/config.gin
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--- /dev/null
+++ b/refnerf_blender_drums_220901/config.gin
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+Config from configs/refnerf/blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "blender"
+run.datadir = "data/blender"
+
+LitData.batch_sampler = "single_image"
+LitDataBlender.white_bkgd = True
+
+### RefNeRF Standard Specific Arguments
+
+run.model_name = "refnerf"
+run.max_steps = 1000000
+run.log_every_n_steps = 100
+
+LitData.load_radii = True
+LitData.batch_size = 4096
+LitData.chunk = 8192
+LitData.use_pixel_centers = True
+LitData.epoch_size = 250000
+
+LitRefNeRF.compute_normal_metrics = False
+LitRefNeRF.lr_init = 5.0e-4
+LitRefNeRF.lr_final = 5.0e-6
+
+LitRefNeRF.lr_delay_steps = 2500
+
+### Binded options
diff --git a/refnerf_blender_drums_220901/last.ckpt b/refnerf_blender_drums_220901/last.ckpt
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+version https://git-lfs.github.com/spec/v1
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+size 13366059
diff --git a/refnerf_blender_drums_220901/refnerf_blender_drums_220901/version_0/events.out.tfevents.1662163335.task1.40.0 b/refnerf_blender_drums_220901/refnerf_blender_drums_220901/version_0/events.out.tfevents.1662163335.task1.40.0
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+version https://git-lfs.github.com/spec/v1
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+size 3679652
diff --git a/refnerf_blender_drums_220901/refnerf_blender_drums_220901/version_0/events.out.tfevents.1662452604.task1.40.1 b/refnerf_blender_drums_220901/refnerf_blender_drums_220901/version_0/events.out.tfevents.1662452604.task1.40.1
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+version https://git-lfs.github.com/spec/v1
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+size 233
diff --git a/refnerf_blender_drums_220901/refnerf_blender_drums_220901/version_0/hparams.yaml b/refnerf_blender_drums_220901/refnerf_blender_drums_220901/version_0/hparams.yaml
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+{}
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+++ b/refnerf_blender_ficus_220901/best.ckpt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:385ca43632dfd62bedfe9f1918d95d47088c50af1fde6c3ba01652c6ab7cf094
+size 13366059
diff --git a/refnerf_blender_ficus_220901/config.gin b/refnerf_blender_ficus_220901/config.gin
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--- /dev/null
+++ b/refnerf_blender_ficus_220901/config.gin
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+Config from configs/refnerf/blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "blender"
+run.datadir = "data/blender"
+
+LitData.batch_sampler = "single_image"
+LitDataBlender.white_bkgd = True
+
+### RefNeRF Standard Specific Arguments
+
+run.model_name = "refnerf"
+run.max_steps = 1000000
+run.log_every_n_steps = 100
+
+LitData.load_radii = True
+LitData.batch_size = 4096
+LitData.chunk = 8192
+LitData.use_pixel_centers = True
+LitData.epoch_size = 250000
+
+LitRefNeRF.compute_normal_metrics = False
+LitRefNeRF.lr_init = 5.0e-4
+LitRefNeRF.lr_final = 5.0e-6
+
+LitRefNeRF.lr_delay_steps = 2500
+
+### Binded options
diff --git a/refnerf_blender_ficus_220901/last.ckpt b/refnerf_blender_ficus_220901/last.ckpt
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+version https://git-lfs.github.com/spec/v1
+oid sha256:385ca43632dfd62bedfe9f1918d95d47088c50af1fde6c3ba01652c6ab7cf094
+size 13366059
diff --git a/refnerf_blender_ficus_220901/refnerf_blender_ficus_220901/version_0/events.out.tfevents.1662162793.task1.40.0 b/refnerf_blender_ficus_220901/refnerf_blender_ficus_220901/version_0/events.out.tfevents.1662162793.task1.40.0
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+version https://git-lfs.github.com/spec/v1
+oid sha256:c656676a80347bea46bd41e7599d718e0a1218b2ab06ca707af952ebf183e971
+size 3679652
diff --git a/refnerf_blender_ficus_220901/refnerf_blender_ficus_220901/version_0/events.out.tfevents.1662446056.task1.40.1 b/refnerf_blender_ficus_220901/refnerf_blender_ficus_220901/version_0/events.out.tfevents.1662446056.task1.40.1
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+version https://git-lfs.github.com/spec/v1
+oid sha256:6a8738818b4a92d7b19dc7edd8391195fc2c71d9b26c236c128721e99d16fad5
+size 233
diff --git a/refnerf_blender_ficus_220901/refnerf_blender_ficus_220901/version_0/hparams.yaml b/refnerf_blender_ficus_220901/refnerf_blender_ficus_220901/version_0/hparams.yaml
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+{}
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diff --git a/refnerf_blender_ficus_220901/results.json b/refnerf_blender_ficus_220901/results.json
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index 0000000000000000000000000000000000000000..f868e617dccfb39bb211b268cdddb4ee9c5581c6
--- /dev/null
+++ b/refnerf_blender_ficus_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.040680013597011566,
+        "test": 0.040680013597011566
+    },
+    "PSNR": {
+        "mean": 31.318960253547402,
+        "test": 31.318960253547402
+    },
+    "SSIM": {
+        "mean": 0.9711818695068359,
+        "test": 0.9711818695068359
+    }
+}
\ No newline at end of file
diff --git a/refnerf_blender_hotdog_220901/best.ckpt b/refnerf_blender_hotdog_220901/best.ckpt
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--- /dev/null
+++ b/refnerf_blender_hotdog_220901/best.ckpt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:133a6b8b80467340bcac91aa695205066afc7c47c5d2082d30b7594af03ff6f2
+size 13366059
diff --git a/refnerf_blender_hotdog_220901/config.gin b/refnerf_blender_hotdog_220901/config.gin
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--- /dev/null
+++ b/refnerf_blender_hotdog_220901/config.gin
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+Config from configs/refnerf/blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "blender"
+run.datadir = "data/blender"
+
+LitData.batch_sampler = "single_image"
+LitDataBlender.white_bkgd = True
+
+### RefNeRF Standard Specific Arguments
+
+run.model_name = "refnerf"
+run.max_steps = 1000000
+run.log_every_n_steps = 100
+
+LitData.load_radii = True
+LitData.batch_size = 4096
+LitData.chunk = 8192
+LitData.use_pixel_centers = True
+LitData.epoch_size = 250000
+
+LitRefNeRF.compute_normal_metrics = False
+LitRefNeRF.lr_init = 5.0e-4
+LitRefNeRF.lr_final = 5.0e-6
+
+LitRefNeRF.lr_delay_steps = 2500
+
+### Binded options
diff --git a/refnerf_blender_hotdog_220901/last.ckpt b/refnerf_blender_hotdog_220901/last.ckpt
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+version https://git-lfs.github.com/spec/v1
+oid sha256:133a6b8b80467340bcac91aa695205066afc7c47c5d2082d30b7594af03ff6f2
+size 13366059
diff --git a/refnerf_blender_hotdog_220901/refnerf_blender_hotdog_220901/version_0/events.out.tfevents.1662136878.task1.40.0 b/refnerf_blender_hotdog_220901/refnerf_blender_hotdog_220901/version_0/events.out.tfevents.1662136878.task1.40.0
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+version https://git-lfs.github.com/spec/v1
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+size 3679652
diff --git a/refnerf_blender_hotdog_220901/refnerf_blender_hotdog_220901/version_0/events.out.tfevents.1662425290.task1.40.1 b/refnerf_blender_hotdog_220901/refnerf_blender_hotdog_220901/version_0/events.out.tfevents.1662425290.task1.40.1
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+++ b/refnerf_blender_hotdog_220901/refnerf_blender_hotdog_220901/version_0/events.out.tfevents.1662425290.task1.40.1
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9dd4d9309b5ddbb5521ed249db5cb62dfce2e59aa84bfdc15cf603729dd0b297
+size 233
diff --git a/refnerf_blender_hotdog_220901/refnerf_blender_hotdog_220901/version_0/hparams.yaml b/refnerf_blender_hotdog_220901/refnerf_blender_hotdog_220901/version_0/hparams.yaml
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+{}
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diff --git a/refnerf_blender_hotdog_220901/results.json b/refnerf_blender_hotdog_220901/results.json
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index 0000000000000000000000000000000000000000..03892c98e0e980912ee3b372f5c43634f4360f04
--- /dev/null
+++ b/refnerf_blender_hotdog_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.03469209000468254,
+        "test": 0.03469209000468254
+    },
+    "PSNR": {
+        "mean": 36.54220002696987,
+        "test": 36.54220002696987
+    },
+    "SSIM": {
+        "mean": 0.9806187152862549,
+        "test": 0.9806187152862549
+    }
+}
\ No newline at end of file
diff --git a/refnerf_blender_lego_220901/best.ckpt b/refnerf_blender_lego_220901/best.ckpt
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--- /dev/null
+++ b/refnerf_blender_lego_220901/best.ckpt
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+version https://git-lfs.github.com/spec/v1
+oid sha256:2de9050f8aa2d4bf46f059999bbde0adcd155b9e62e9cccd164531b844fdeeb4
+size 13366059
diff --git a/refnerf_blender_lego_220901/config.gin b/refnerf_blender_lego_220901/config.gin
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--- /dev/null
+++ b/refnerf_blender_lego_220901/config.gin
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+Config from configs/refnerf/blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "blender"
+run.datadir = "data/blender"
+
+LitData.batch_sampler = "single_image"
+LitDataBlender.white_bkgd = True
+
+### RefNeRF Standard Specific Arguments
+
+run.model_name = "refnerf"
+run.max_steps = 1000000
+run.log_every_n_steps = 100
+
+LitData.load_radii = True
+LitData.batch_size = 4096
+LitData.chunk = 8192
+LitData.use_pixel_centers = True
+LitData.epoch_size = 250000
+
+LitRefNeRF.compute_normal_metrics = False
+LitRefNeRF.lr_init = 5.0e-4
+LitRefNeRF.lr_final = 5.0e-6
+
+LitRefNeRF.lr_delay_steps = 2500
+
+### Binded options
diff --git a/refnerf_blender_lego_220901/last.ckpt b/refnerf_blender_lego_220901/last.ckpt
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+version https://git-lfs.github.com/spec/v1
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+size 13366059
diff --git a/refnerf_blender_lego_220901/refnerf_blender_lego_220901/version_0/events.out.tfevents.1662162786.task1.40.0 b/refnerf_blender_lego_220901/refnerf_blender_lego_220901/version_0/events.out.tfevents.1662162786.task1.40.0
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+version https://git-lfs.github.com/spec/v1
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+size 3679652
diff --git a/refnerf_blender_lego_220901/refnerf_blender_lego_220901/version_0/events.out.tfevents.1662445934.task1.40.1 b/refnerf_blender_lego_220901/refnerf_blender_lego_220901/version_0/events.out.tfevents.1662445934.task1.40.1
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+version https://git-lfs.github.com/spec/v1
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+size 233
diff --git a/refnerf_blender_lego_220901/refnerf_blender_lego_220901/version_0/hparams.yaml b/refnerf_blender_lego_220901/refnerf_blender_lego_220901/version_0/hparams.yaml
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+{}
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diff --git a/refnerf_blender_lego_220901/results.json b/refnerf_blender_lego_220901/results.json
new file mode 100644
index 0000000000000000000000000000000000000000..4c842e3454056079825aa24ee5be140b17ca0396
--- /dev/null
+++ b/refnerf_blender_lego_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.024033073335886,
+        "test": 0.024033073335886
+    },
+    "PSNR": {
+        "mean": 35.79279095594445,
+        "test": 35.79279095594445
+    },
+    "SSIM": {
+        "mean": 0.9794545769691467,
+        "test": 0.9794545769691467
+    }
+}
\ No newline at end of file
diff --git a/refnerf_blender_materials_220901/best.ckpt b/refnerf_blender_materials_220901/best.ckpt
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index 0000000000000000000000000000000000000000..547eb833544289d1d8b3c98ffd904c88ca0883a5
--- /dev/null
+++ b/refnerf_blender_materials_220901/best.ckpt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14b98335d08a6c4ab161e9e4d1c797df67b8865349258296c0db6d1d02bc77e7
+size 13366059
diff --git a/refnerf_blender_materials_220901/config.gin b/refnerf_blender_materials_220901/config.gin
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index 0000000000000000000000000000000000000000..efa5604d673175c83f6d736fa41bf931765d03ff
--- /dev/null
+++ b/refnerf_blender_materials_220901/config.gin
@@ -0,0 +1,29 @@
+Config from configs/refnerf/blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "blender"
+run.datadir = "data/blender"
+
+LitData.batch_sampler = "single_image"
+LitDataBlender.white_bkgd = True
+
+### RefNeRF Standard Specific Arguments
+
+run.model_name = "refnerf"
+run.max_steps = 1000000
+run.log_every_n_steps = 100
+
+LitData.load_radii = True
+LitData.batch_size = 4096
+LitData.chunk = 8192
+LitData.use_pixel_centers = True
+LitData.epoch_size = 250000
+
+LitRefNeRF.compute_normal_metrics = False
+LitRefNeRF.lr_init = 5.0e-4
+LitRefNeRF.lr_final = 5.0e-6
+
+LitRefNeRF.lr_delay_steps = 2500
+
+### Binded options
diff --git a/refnerf_blender_materials_220901/last.ckpt b/refnerf_blender_materials_220901/last.ckpt
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+version https://git-lfs.github.com/spec/v1
+oid sha256:23f13eb2957e16a517d8bb4366b034b394bdd6cbaba8b188fc021b8ba1d945e0
+size 13366059
diff --git a/refnerf_blender_materials_220901/refnerf_blender_materials_220901/version_0/events.out.tfevents.1662162819.task1.40.0 b/refnerf_blender_materials_220901/refnerf_blender_materials_220901/version_0/events.out.tfevents.1662162819.task1.40.0
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@@ -0,0 +1,3 @@
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diff --git a/refnerf_blender_materials_220901/results.json b/refnerf_blender_materials_220901/results.json
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--- /dev/null
+++ b/refnerf_blender_materials_220901/results.json
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+{
+    "LPIPS": {
+        "mean": 0.028021298348903656,
+        "test": 0.028021298348903656
+    },
+    "PSNR": {
+        "mean": 35.713021548948596,
+        "test": 35.713021548948596
+    },
+    "SSIM": {
+        "mean": 0.9847949743270874,
+        "test": 0.9847949743270874
+    }
+}
\ No newline at end of file
diff --git a/refnerf_blender_mic_220901/best.ckpt b/refnerf_blender_mic_220901/best.ckpt
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+++ b/refnerf_blender_mic_220901/best.ckpt
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+version https://git-lfs.github.com/spec/v1
+oid sha256:21ef8bafb5f57ccb2fc9ddbbae3c581a306b9c9fd8eeb81bb5ae879a04baa475
+size 13366059
diff --git a/refnerf_blender_mic_220901/config.gin b/refnerf_blender_mic_220901/config.gin
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--- /dev/null
+++ b/refnerf_blender_mic_220901/config.gin
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+Config from configs/refnerf/blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "blender"
+run.datadir = "data/blender"
+
+LitData.batch_sampler = "single_image"
+LitDataBlender.white_bkgd = True
+
+### RefNeRF Standard Specific Arguments
+
+run.model_name = "refnerf"
+run.max_steps = 1000000
+run.log_every_n_steps = 100
+
+LitData.load_radii = True
+LitData.batch_size = 4096
+LitData.chunk = 8192
+LitData.use_pixel_centers = True
+LitData.epoch_size = 250000
+
+LitRefNeRF.compute_normal_metrics = False
+LitRefNeRF.lr_init = 5.0e-4
+LitRefNeRF.lr_final = 5.0e-6
+
+LitRefNeRF.lr_delay_steps = 2500
+
+### Binded options
diff --git a/refnerf_blender_mic_220901/last.ckpt b/refnerf_blender_mic_220901/last.ckpt
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+version https://git-lfs.github.com/spec/v1
+oid sha256:9f9082e1ededc97f028a6d2831fe71f758fe6fa9386d80dcdd17a2da20912ac0
+size 13366059
diff --git a/refnerf_blender_mic_220901/refnerf_blender_mic_220901/version_0/events.out.tfevents.1662162797.task1.40.0 b/refnerf_blender_mic_220901/refnerf_blender_mic_220901/version_0/events.out.tfevents.1662162797.task1.40.0
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+version https://git-lfs.github.com/spec/v1
+oid sha256:1a265198b2e3f3ed80e144f6da6a4a17e9206b4577ee36fab83f0e289eed0663
+size 3679652
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+version https://git-lfs.github.com/spec/v1
+oid sha256:763a3dd10d6553bfd0ecf1e16b19a658822368aae8c578c3ab71273aa1c357db
+size 233
diff --git a/refnerf_blender_mic_220901/refnerf_blender_mic_220901/version_0/hparams.yaml b/refnerf_blender_mic_220901/refnerf_blender_mic_220901/version_0/hparams.yaml
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+{}
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--- /dev/null
+++ b/refnerf_blender_mic_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.010357564315199852,
+        "test": 0.010357564315199852
+    },
+    "PSNR": {
+        "mean": 35.96402582306515,
+        "test": 35.96402582306515
+    },
+    "SSIM": {
+        "mean": 0.9912093281745911,
+        "test": 0.9912093281745911
+    }
+}
\ No newline at end of file
diff --git a/refnerf_blender_ship_220901/best.ckpt b/refnerf_blender_ship_220901/best.ckpt
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+++ b/refnerf_blender_ship_220901/best.ckpt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61d59db26ce2168b5f90da0825240c9a149584718fb12e0f93cccd7272a84fe9
+size 13366059
diff --git a/refnerf_blender_ship_220901/config.gin b/refnerf_blender_ship_220901/config.gin
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--- /dev/null
+++ b/refnerf_blender_ship_220901/config.gin
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+Config from configs/refnerf/blender.gin
+
+### Blender Specific Arguments
+
+run.dataset_name = "blender"
+run.datadir = "data/blender"
+
+LitData.batch_sampler = "single_image"
+LitDataBlender.white_bkgd = True
+
+### RefNeRF Standard Specific Arguments
+
+run.model_name = "refnerf"
+run.max_steps = 1000000
+run.log_every_n_steps = 100
+
+LitData.load_radii = True
+LitData.batch_size = 4096
+LitData.chunk = 8192
+LitData.use_pixel_centers = True
+LitData.epoch_size = 250000
+
+LitRefNeRF.compute_normal_metrics = False
+LitRefNeRF.lr_init = 5.0e-4
+LitRefNeRF.lr_final = 5.0e-6
+
+LitRefNeRF.lr_delay_steps = 2500
+
+### Binded options
diff --git a/refnerf_blender_ship_220901/last.ckpt b/refnerf_blender_ship_220901/last.ckpt
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+version https://git-lfs.github.com/spec/v1
+oid sha256:61d59db26ce2168b5f90da0825240c9a149584718fb12e0f93cccd7272a84fe9
+size 13366059
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+version https://git-lfs.github.com/spec/v1
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+size 3679652
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+version https://git-lfs.github.com/spec/v1
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+size 233
diff --git a/refnerf_blender_ship_220901/refnerf_blender_ship_220901/version_0/hparams.yaml b/refnerf_blender_ship_220901/refnerf_blender_ship_220901/version_0/hparams.yaml
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+{}
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index 0000000000000000000000000000000000000000..fcbda6bd6b3b8d900b47f66b2030b373272c940c
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diff --git a/refnerf_blender_ship_220901/render_model/image199.jpg b/refnerf_blender_ship_220901/render_model/image199.jpg
new file mode 100644
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diff --git a/refnerf_blender_ship_220901/results.json b/refnerf_blender_ship_220901/results.json
new file mode 100644
index 0000000000000000000000000000000000000000..cda911885f48699eb2a1ea7f11d5cfb6df470e75
--- /dev/null
+++ b/refnerf_blender_ship_220901/results.json
@@ -0,0 +1,14 @@
+{
+    "LPIPS": {
+        "mean": 0.1642911285161972,
+        "test": 0.1642911285161972
+    },
+    "PSNR": {
+        "mean": 29.50526285458996,
+        "test": 29.50526285458996
+    },
+    "SSIM": {
+        "mean": 0.870665967464447,
+        "test": 0.870665967464447
+    }
+}
\ No newline at end of file
diff --git a/refnerf_shiny_blender_ball_220901/best.ckpt b/refnerf_shiny_blender_ball_220901/best.ckpt
index c1c755454ac18f71fc62e64186eb914b9edaf5e3..c048ad628d9b5c2dbe4e5c98ec1e54a7a0f50fc8 100644
--- a/refnerf_shiny_blender_ball_220901/best.ckpt
+++ b/refnerf_shiny_blender_ball_220901/best.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:53f3d72038f3bd74d763954a35a025f3c68a4074b669ca7de521f9d0576d11cc
-size 13365995
+oid sha256:271c5653c075d207ecf66f5a611a6cd87d2ff137c8fe75e0c8904df563e3be17
+size 13366059
diff --git a/refnerf_shiny_blender_ball_220901/config.gin b/refnerf_shiny_blender_ball_220901/config.gin
index c46fd55e9573a9d313fac467ae7ea99028af3cbf..76ba279dbae4225aa138bf02023c224933d38771 100644
--- a/refnerf_shiny_blender_ball_220901/config.gin
+++ b/refnerf_shiny_blender_ball_220901/config.gin
@@ -1,4 +1,4 @@
-Config from configs/refnerf/shinyblender.gin
+Config from configs/refnerf/shiny_blender.gin
 
 ### Blender Specific Arguments
 
@@ -6,19 +6,22 @@ run.dataset_name = "shiny_blender"
 run.datadir = "data/refnerf"
 
 LitData.batch_sampler = "all_images"
+LitDataShinyBlender.white_bkgd = True
 
-## RefNeRF Standard Specific Arguments
+### RefNeRF Standard Specific Arguments
 
 run.model_name = "refnerf"
-run.max_steps = 250000
+run.max_steps = 1000000
 run.log_every_n_steps = 100
 
 LitData.load_radii = True
-LitData.batch_size = 16384
-LitData.chunk = 4096
+LitData.batch_size = 4096
+LitData.chunk = 8192
 LitData.use_pixel_centers = True
-LitData.epoch_size = 50000
-LitRefNeRF.white_bkgd = True
+LitData.epoch_size = 250000
 
+RefNeRFMLP.density_bias = -1.
+
+LitRefNeRF.compute_normal_metrics = True
 
 ### Binded options
diff --git a/refnerf_shiny_blender_ball_220901/last.ckpt b/refnerf_shiny_blender_ball_220901/last.ckpt
index 3493dbf3f641c8ed1790a6e1b2e2e30f897a0101..03368e22490320fdf1d45aaa013affb7098fe0ce 100644
--- a/refnerf_shiny_blender_ball_220901/last.ckpt
+++ b/refnerf_shiny_blender_ball_220901/last.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:70dc9fd1770a7fb205b4ad1c22946af35eb1c4f2bf0dacc458bd677fe114649d
-size 13365995
+oid sha256:d9f524703f0d35eec1426fa9e4a192d926e11d8d71e9458773eb5dda473159b0
+size 13366059
diff --git a/refnerf_shiny_blender_ball_220901/refnerf_shiny_blender_ball_220901/version_0/events.out.tfevents.1661561220.task1.41.0 b/refnerf_shiny_blender_ball_220901/refnerf_shiny_blender_ball_220901/version_0/events.out.tfevents.1661561220.task1.41.0
deleted file mode 100644
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--- a/refnerf_shiny_blender_ball_220901/refnerf_shiny_blender_ball_220901/version_0/events.out.tfevents.1661561220.task1.41.0
+++ /dev/null
@@ -1,3 +0,0 @@
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-size 1059678
diff --git a/refnerf_shiny_blender_ball_220901/refnerf_shiny_blender_ball_220901/version_0/events.out.tfevents.1661841296.task1.41.1 b/refnerf_shiny_blender_ball_220901/refnerf_shiny_blender_ball_220901/version_0/events.out.tfevents.1661841296.task1.41.1
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+++ /dev/null
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-size 233
diff --git a/refnerf_shiny_blender_ball_220901/refnerf_shiny_blender_ball_220901/version_0/events.out.tfevents.1662628814.task1.40.0 b/refnerf_shiny_blender_ball_220901/refnerf_shiny_blender_ball_220901/version_0/events.out.tfevents.1662628814.task1.40.0
new file mode 100644
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+++ b/refnerf_shiny_blender_ball_220901/refnerf_shiny_blender_ball_220901/version_0/events.out.tfevents.1662628814.task1.40.0
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 4239488
diff --git a/refnerf_shiny_blender_ball_220901/refnerf_shiny_blender_ball_220901/version_0/events.out.tfevents.1662919934.task1.40.1 b/refnerf_shiny_blender_ball_220901/refnerf_shiny_blender_ball_220901/version_0/events.out.tfevents.1662919934.task1.40.1
new file mode 100644
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@@ -0,0 +1,3 @@
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index 8d484127f10771593f9e35faffbea81469650d3c..3b713676b21b5921b44595602599aad54b73d24a 100644
--- a/refnerf_shiny_blender_ball_220901/results.json
+++ b/refnerf_shiny_blender_ball_220901/results.json
@@ -1,14 +1,14 @@
 {
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-        "mean": 0.09584742039442062,
-        "test": 0.09584742039442062
+        "mean": 0.09206146001815796,
+        "test": 0.09206146001815796
     },
     "PSNR": {
-        "mean": 39.26409059343986,
-        "test": 39.26409059343986
+        "mean": 43.08696461626485,
+        "test": 43.08696461626485
     },
     "SSIM": {
-        "mean": 0.9892608523368835,
-        "test": 0.9892608523368835
+        "mean": 0.9932765960693359,
+        "test": 0.9932765960693359
     }
 }
\ No newline at end of file
diff --git a/refnerf_shiny_blender_car_220901/best.ckpt b/refnerf_shiny_blender_car_220901/best.ckpt
index 206681bf95db7eb42a55471df65538138d82ccd4..26c1054caabf042ff63e135290cacef369b8e551 100644
--- a/refnerf_shiny_blender_car_220901/best.ckpt
+++ b/refnerf_shiny_blender_car_220901/best.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fc239c7e1f8164538460ed848d3e4db4faf5c660260f5ca9f649105f15ee2b99
-size 13365995
+oid sha256:fbfae87efdb13ba639de68d677e79edd6ee27546f98ca2ffdad23ed8c0a617ff
+size 13366059
diff --git a/refnerf_shiny_blender_car_220901/config.gin b/refnerf_shiny_blender_car_220901/config.gin
index c46fd55e9573a9d313fac467ae7ea99028af3cbf..76ba279dbae4225aa138bf02023c224933d38771 100644
--- a/refnerf_shiny_blender_car_220901/config.gin
+++ b/refnerf_shiny_blender_car_220901/config.gin
@@ -1,4 +1,4 @@
-Config from configs/refnerf/shinyblender.gin
+Config from configs/refnerf/shiny_blender.gin
 
 ### Blender Specific Arguments
 
@@ -6,19 +6,22 @@ run.dataset_name = "shiny_blender"
 run.datadir = "data/refnerf"
 
 LitData.batch_sampler = "all_images"
+LitDataShinyBlender.white_bkgd = True
 
-## RefNeRF Standard Specific Arguments
+### RefNeRF Standard Specific Arguments
 
 run.model_name = "refnerf"
-run.max_steps = 250000
+run.max_steps = 1000000
 run.log_every_n_steps = 100
 
 LitData.load_radii = True
-LitData.batch_size = 16384
-LitData.chunk = 4096
+LitData.batch_size = 4096
+LitData.chunk = 8192
 LitData.use_pixel_centers = True
-LitData.epoch_size = 50000
-LitRefNeRF.white_bkgd = True
+LitData.epoch_size = 250000
 
+RefNeRFMLP.density_bias = -1.
+
+LitRefNeRF.compute_normal_metrics = True
 
 ### Binded options
diff --git a/refnerf_shiny_blender_car_220901/last.ckpt b/refnerf_shiny_blender_car_220901/last.ckpt
index d9eb88d3fb77c40f87ca4532e49638cd720809a6..b655a2c39380632e4225b258f1122e894e093cf3 100644
--- a/refnerf_shiny_blender_car_220901/last.ckpt
+++ b/refnerf_shiny_blender_car_220901/last.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f775e81ec6c3d8781d6d4bb395317cec4ae99fa869fb1b9896be703eedefc411
-size 13365995
+oid sha256:d57a70162fb0e387e9756aebacd10050d5d7308fa17f3ddcaf1fa438674b191b
+size 13366059
diff --git a/refnerf_shiny_blender_car_220901/refnerf_shiny_blender_car_220901/version_0/events.out.tfevents.1661561362.task1.40.0 b/refnerf_shiny_blender_car_220901/refnerf_shiny_blender_car_220901/version_0/events.out.tfevents.1661561362.task1.40.0
deleted file mode 100644
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--- a/refnerf_shiny_blender_car_220901/refnerf_shiny_blender_car_220901/version_0/events.out.tfevents.1661561362.task1.40.0
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6626b47db132163540c1e5d79a9f4f39c6c4a318c86be348aeb23940971e0947
-size 1059678
diff --git a/refnerf_shiny_blender_car_220901/refnerf_shiny_blender_car_220901/version_0/events.out.tfevents.1661847156.task1.40.1 b/refnerf_shiny_blender_car_220901/refnerf_shiny_blender_car_220901/version_0/events.out.tfevents.1661847156.task1.40.1
deleted file mode 100644
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--- a/refnerf_shiny_blender_car_220901/refnerf_shiny_blender_car_220901/version_0/events.out.tfevents.1661847156.task1.40.1
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:07b5547ab6633c6a2710770b1b4201f374bc0859fef3f7c27ed399fe54c58e44
-size 233
diff --git a/refnerf_shiny_blender_car_220901/refnerf_shiny_blender_car_220901/version_0/events.out.tfevents.1662628833.task1.40.0 b/refnerf_shiny_blender_car_220901/refnerf_shiny_blender_car_220901/version_0/events.out.tfevents.1662628833.task1.40.0
new file mode 100644
index 0000000000000000000000000000000000000000..db25587d172df0245dac74c8e9c521f78a3835b4
--- /dev/null
+++ b/refnerf_shiny_blender_car_220901/refnerf_shiny_blender_car_220901/version_0/events.out.tfevents.1662628833.task1.40.0
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:06a2d843a8aec54e3324d3308f7cf6e339e515057639433c39b11d7341a38331
+size 4239488
diff --git a/refnerf_shiny_blender_car_220901/refnerf_shiny_blender_car_220901/version_0/events.out.tfevents.1662923000.task1.40.1 b/refnerf_shiny_blender_car_220901/refnerf_shiny_blender_car_220901/version_0/events.out.tfevents.1662923000.task1.40.1
new file mode 100644
index 0000000000000000000000000000000000000000..ef9374ec2ae58d4bf63edc996f9cd2a0d696e224
--- /dev/null
+++ b/refnerf_shiny_blender_car_220901/refnerf_shiny_blender_car_220901/version_0/events.out.tfevents.1662923000.task1.40.1
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75fa617c55c80fc10b4af07f6841d32cbac30a649c224cd7db80be0ddf01049d
+size 233
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diff --git a/refnerf_shiny_blender_car_220901/render_model/image199.jpg b/refnerf_shiny_blender_car_220901/render_model/image199.jpg
index 2dc6c5c9ead36ac7f405e3273d5195deb7dc1753..6dadcb373def5bafbaf5e8c9c2b23461c5116b62 100644
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diff --git a/refnerf_shiny_blender_car_220901/results.json b/refnerf_shiny_blender_car_220901/results.json
index 9fbf1de4fa6cdb4060df59b5742ad8a2c7905482..a84896827e075e91b886a8036b2beb005657443f 100644
--- a/refnerf_shiny_blender_car_220901/results.json
+++ b/refnerf_shiny_blender_car_220901/results.json
@@ -1,14 +1,14 @@
 {
     "LPIPS": {
-        "mean": 0.040846776217222214,
-        "test": 0.040846776217222214
+        "mean": 0.04542585089802742,
+        "test": 0.04542585089802742
     },
     "PSNR": {
-        "mean": 31.38024339334549,
-        "test": 31.38024339334549
+        "mean": 30.69521825463039,
+        "test": 30.69521825463039
     },
     "SSIM": {
-        "mean": 0.9608237743377686,
-        "test": 0.9608237743377686
+        "mean": 0.9553660154342651,
+        "test": 0.9553660154342651
     }
 }
\ No newline at end of file
diff --git a/refnerf_shiny_blender_coffee_220901/best.ckpt b/refnerf_shiny_blender_coffee_220901/best.ckpt
index b6f0a3cb1dd263548dac747ca6fe2d8343c7e64f..7b4953fe82485414d819e028b4b5ba00e539cf7a 100644
--- a/refnerf_shiny_blender_coffee_220901/best.ckpt
+++ b/refnerf_shiny_blender_coffee_220901/best.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c398fa7efaf58ab95d5e50c8d093eae29f0b04d3f5566d333ceb6a5a4932fa85
-size 13365995
+oid sha256:8e6392400002496f9ea00765545c24e0dbefd195075bcaf7dc584d7f53cef509
+size 13366059
diff --git a/refnerf_shiny_blender_coffee_220901/config.gin b/refnerf_shiny_blender_coffee_220901/config.gin
index c46fd55e9573a9d313fac467ae7ea99028af3cbf..76ba279dbae4225aa138bf02023c224933d38771 100644
--- a/refnerf_shiny_blender_coffee_220901/config.gin
+++ b/refnerf_shiny_blender_coffee_220901/config.gin
@@ -1,4 +1,4 @@
-Config from configs/refnerf/shinyblender.gin
+Config from configs/refnerf/shiny_blender.gin
 
 ### Blender Specific Arguments
 
@@ -6,19 +6,22 @@ run.dataset_name = "shiny_blender"
 run.datadir = "data/refnerf"
 
 LitData.batch_sampler = "all_images"
+LitDataShinyBlender.white_bkgd = True
 
-## RefNeRF Standard Specific Arguments
+### RefNeRF Standard Specific Arguments
 
 run.model_name = "refnerf"
-run.max_steps = 250000
+run.max_steps = 1000000
 run.log_every_n_steps = 100
 
 LitData.load_radii = True
-LitData.batch_size = 16384
-LitData.chunk = 4096
+LitData.batch_size = 4096
+LitData.chunk = 8192
 LitData.use_pixel_centers = True
-LitData.epoch_size = 50000
-LitRefNeRF.white_bkgd = True
+LitData.epoch_size = 250000
 
+RefNeRFMLP.density_bias = -1.
+
+LitRefNeRF.compute_normal_metrics = True
 
 ### Binded options
diff --git a/refnerf_shiny_blender_coffee_220901/last.ckpt b/refnerf_shiny_blender_coffee_220901/last.ckpt
index 2e3f05120b454bb1c9f966ecf9a1f0822ab1330b..ef8b31c6e6936bca4e2a8c045c612521ab7ae3d8 100644
--- a/refnerf_shiny_blender_coffee_220901/last.ckpt
+++ b/refnerf_shiny_blender_coffee_220901/last.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c1e89f0ab12283789537b1293f93b8e140845c827909f71b9e8f60c60cc372ab
-size 13365995
+oid sha256:173faf2da165a6b9fa46d12f132af779797abb0e594309c0ae25c2bfb832ce5b
+size 13366059
diff --git a/refnerf_shiny_blender_coffee_220901/refnerf_shiny_blender_coffee_220901/version_0/events.out.tfevents.1661561603.task1.40.0 b/refnerf_shiny_blender_coffee_220901/refnerf_shiny_blender_coffee_220901/version_0/events.out.tfevents.1661561603.task1.40.0
deleted file mode 100644
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--- a/refnerf_shiny_blender_coffee_220901/refnerf_shiny_blender_coffee_220901/version_0/events.out.tfevents.1661561603.task1.40.0
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0bfba9f685efcb7a724f1cf5474ff2b3b7ac93ba9ea7021398d0d15bd5d78a7d
-size 1059678
diff --git a/refnerf_shiny_blender_coffee_220901/refnerf_shiny_blender_coffee_220901/version_0/events.out.tfevents.1661846472.task1.40.1 b/refnerf_shiny_blender_coffee_220901/refnerf_shiny_blender_coffee_220901/version_0/events.out.tfevents.1661846472.task1.40.1
deleted file mode 100644
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--- a/refnerf_shiny_blender_coffee_220901/refnerf_shiny_blender_coffee_220901/version_0/events.out.tfevents.1661846472.task1.40.1
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1a76e18d170b369ce02f8e26f61e96fe47d8b4f8202e9b5a4b25a016d10a4bd1
-size 233
diff --git a/refnerf_shiny_blender_coffee_220901/refnerf_shiny_blender_coffee_220901/version_0/events.out.tfevents.1662629211.task1.40.0 b/refnerf_shiny_blender_coffee_220901/refnerf_shiny_blender_coffee_220901/version_0/events.out.tfevents.1662629211.task1.40.0
new file mode 100644
index 0000000000000000000000000000000000000000..5c268e31419bd6563703a4097ba67aa919857093
--- /dev/null
+++ b/refnerf_shiny_blender_coffee_220901/refnerf_shiny_blender_coffee_220901/version_0/events.out.tfevents.1662629211.task1.40.0
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aaab11938138a58c002cf043974851a5bcd1d3e26c670f235a78ed8db271c585
+size 4239488
diff --git a/refnerf_shiny_blender_coffee_220901/refnerf_shiny_blender_coffee_220901/version_0/events.out.tfevents.1662923230.task1.40.1 b/refnerf_shiny_blender_coffee_220901/refnerf_shiny_blender_coffee_220901/version_0/events.out.tfevents.1662923230.task1.40.1
new file mode 100644
index 0000000000000000000000000000000000000000..d7493d96be7b62165906617d4726e6ffcc9942b3
--- /dev/null
+++ b/refnerf_shiny_blender_coffee_220901/refnerf_shiny_blender_coffee_220901/version_0/events.out.tfevents.1662923230.task1.40.1
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f59f027047259b5532240b3714caf47bfe60be603a38a9e7d126375c7751434f
+size 233
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diff --git a/refnerf_shiny_blender_coffee_220901/render_model/image199.jpg b/refnerf_shiny_blender_coffee_220901/render_model/image199.jpg
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diff --git a/refnerf_shiny_blender_coffee_220901/results.json b/refnerf_shiny_blender_coffee_220901/results.json
index 4c80bd5b9ff535dba1026c89c8900db21426d10e..1d571df835f3f921b6a4cc4af449a979a10bcda1 100644
--- a/refnerf_shiny_blender_coffee_220901/results.json
+++ b/refnerf_shiny_blender_coffee_220901/results.json
@@ -1,14 +1,14 @@
 {
     "LPIPS": {
-        "mean": 0.12431303411722183,
-        "test": 0.12431303411722183
+        "mean": 0.12424609810113907,
+        "test": 0.12424609810113907
     },
     "PSNR": {
-        "mean": 32.726356299062985,
-        "test": 32.726356299062985
+        "mean": 32.268119451994075,
+        "test": 32.268119451994075
     },
     "SSIM": {
-        "mean": 0.967004656791687,
-        "test": 0.967004656791687
+        "mean": 0.9667539000511169,
+        "test": 0.9667539000511169
     }
 }
\ No newline at end of file
diff --git a/refnerf_shiny_blender_helmet_220901/best.ckpt b/refnerf_shiny_blender_helmet_220901/best.ckpt
index 3990aa791d384297e39e79df40171161ca57566e..d6668234aa6782f0cd210a7f98ae786a1fd0ed1b 100644
--- a/refnerf_shiny_blender_helmet_220901/best.ckpt
+++ b/refnerf_shiny_blender_helmet_220901/best.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d2220dda1ab87e10feb564b976fa208e873166b9ec00e2a39146d17b88d6f7d2
-size 13365995
+oid sha256:9d3bdb211c856f877bf9f260650e54ef42baa15045d9c42d6d5d1afc38f86d06
+size 13365931
diff --git a/refnerf_shiny_blender_helmet_220901/config.gin b/refnerf_shiny_blender_helmet_220901/config.gin
index c46fd55e9573a9d313fac467ae7ea99028af3cbf..76ba279dbae4225aa138bf02023c224933d38771 100644
--- a/refnerf_shiny_blender_helmet_220901/config.gin
+++ b/refnerf_shiny_blender_helmet_220901/config.gin
@@ -1,4 +1,4 @@
-Config from configs/refnerf/shinyblender.gin
+Config from configs/refnerf/shiny_blender.gin
 
 ### Blender Specific Arguments
 
@@ -6,19 +6,22 @@ run.dataset_name = "shiny_blender"
 run.datadir = "data/refnerf"
 
 LitData.batch_sampler = "all_images"
+LitDataShinyBlender.white_bkgd = True
 
-## RefNeRF Standard Specific Arguments
+### RefNeRF Standard Specific Arguments
 
 run.model_name = "refnerf"
-run.max_steps = 250000
+run.max_steps = 1000000
 run.log_every_n_steps = 100
 
 LitData.load_radii = True
-LitData.batch_size = 16384
-LitData.chunk = 4096
+LitData.batch_size = 4096
+LitData.chunk = 8192
 LitData.use_pixel_centers = True
-LitData.epoch_size = 50000
-LitRefNeRF.white_bkgd = True
+LitData.epoch_size = 250000
 
+RefNeRFMLP.density_bias = -1.
+
+LitRefNeRF.compute_normal_metrics = True
 
 ### Binded options
diff --git a/refnerf_shiny_blender_helmet_220901/last.ckpt b/refnerf_shiny_blender_helmet_220901/last.ckpt
index 1dea2e720ff1c0391659f757435ab15eea48984f..8bddd0bd8a4d6315a8d2601164dcf192b82f2fa5 100644
--- a/refnerf_shiny_blender_helmet_220901/last.ckpt
+++ b/refnerf_shiny_blender_helmet_220901/last.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a5a2768b7c79fae07472fdfc87038a25c5106edba89c9dc5bd44fead5d197356
-size 13365995
+oid sha256:e3c139a35737bf0c755b7f12dd477f48c9974d8ebd80f04963de5424c02f5956
+size 13366059
diff --git a/refnerf_shiny_blender_helmet_220901/refnerf_shiny_blender_helmet_220901/version_0/events.out.tfevents.1661561324.task1.40.0 b/refnerf_shiny_blender_helmet_220901/refnerf_shiny_blender_helmet_220901/version_0/events.out.tfevents.1661561324.task1.40.0
deleted file mode 100644
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--- a/refnerf_shiny_blender_helmet_220901/refnerf_shiny_blender_helmet_220901/version_0/events.out.tfevents.1661561324.task1.40.0
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:39690755745cf9a1974637cfe48ea062aef0041685850af325dfd3353c1e885d
-size 1059678
diff --git a/refnerf_shiny_blender_helmet_220901/refnerf_shiny_blender_helmet_220901/version_0/events.out.tfevents.1661843143.task1.40.1 b/refnerf_shiny_blender_helmet_220901/refnerf_shiny_blender_helmet_220901/version_0/events.out.tfevents.1661843143.task1.40.1
deleted file mode 100644
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--- a/refnerf_shiny_blender_helmet_220901/refnerf_shiny_blender_helmet_220901/version_0/events.out.tfevents.1661843143.task1.40.1
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e78ea85367349257139bc33829188995dea6b3af77a4370da890502d2ebedcc7
-size 233
diff --git a/refnerf_shiny_blender_helmet_220901/refnerf_shiny_blender_helmet_220901/version_0/events.out.tfevents.1662628859.task1.40.0 b/refnerf_shiny_blender_helmet_220901/refnerf_shiny_blender_helmet_220901/version_0/events.out.tfevents.1662628859.task1.40.0
new file mode 100644
index 0000000000000000000000000000000000000000..43b2239e6f70663045cfcf3334356015657ddfe8
--- /dev/null
+++ b/refnerf_shiny_blender_helmet_220901/refnerf_shiny_blender_helmet_220901/version_0/events.out.tfevents.1662628859.task1.40.0
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3407d3c266f00dca8ed4a5057d301cdbd5f2826c327e4ed6b22239dd8464844d
+size 4239488
diff --git a/refnerf_shiny_blender_helmet_220901/refnerf_shiny_blender_helmet_220901/version_0/events.out.tfevents.1662924776.task1.40.1 b/refnerf_shiny_blender_helmet_220901/refnerf_shiny_blender_helmet_220901/version_0/events.out.tfevents.1662924776.task1.40.1
new file mode 100644
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+++ b/refnerf_shiny_blender_helmet_220901/refnerf_shiny_blender_helmet_220901/version_0/events.out.tfevents.1662924776.task1.40.1
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 233
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diff --git a/refnerf_shiny_blender_helmet_220901/render_model/image199.jpg b/refnerf_shiny_blender_helmet_220901/render_model/image199.jpg
index a7868ee8f788d62aa25b0361ef37a5358c512799..c93af34e79e5a7477f2aa00d6c17fd6de8dc1b98 100644
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diff --git a/refnerf_shiny_blender_helmet_220901/results.json b/refnerf_shiny_blender_helmet_220901/results.json
index 99aec5995eb9f6663175c528af483a8dcbab75d0..7d8d2a67878ec01bacf0808af67847248073a386 100644
--- a/refnerf_shiny_blender_helmet_220901/results.json
+++ b/refnerf_shiny_blender_helmet_220901/results.json
@@ -1,14 +1,14 @@
 {
     "LPIPS": {
-        "mean": 0.111934594810009,
-        "test": 0.111934594810009
+        "mean": 0.10328754782676697,
+        "test": 0.10328754782676697
     },
     "PSNR": {
-        "mean": 28.83220176077712,
-        "test": 28.83220176077712
+        "mean": 29.655633753592387,
+        "test": 29.655633753592387
     },
     "SSIM": {
-        "mean": 0.9541225433349609,
-        "test": 0.9541225433349609
+        "mean": 0.9584980607032776,
+        "test": 0.9584980607032776
     }
 }
\ No newline at end of file
diff --git a/refnerf_shiny_blender_teapot_220901/best.ckpt b/refnerf_shiny_blender_teapot_220901/best.ckpt
index 420034a552d7dc7e1c3704933c182ce291fff3c9..28e290aad7de618d9f45287c857c0ebeb5cecd12 100644
--- a/refnerf_shiny_blender_teapot_220901/best.ckpt
+++ b/refnerf_shiny_blender_teapot_220901/best.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:eb0eaf521acf607fa7f060005c9dc231908bac54eecd003af23309fd8075edaf
-size 13365995
+oid sha256:db1252c11b01f35db7a74c0bbe6b48ab2d89b09e002a318213dee87deb5701a6
+size 13366059
diff --git a/refnerf_shiny_blender_teapot_220901/config.gin b/refnerf_shiny_blender_teapot_220901/config.gin
index c46fd55e9573a9d313fac467ae7ea99028af3cbf..76ba279dbae4225aa138bf02023c224933d38771 100644
--- a/refnerf_shiny_blender_teapot_220901/config.gin
+++ b/refnerf_shiny_blender_teapot_220901/config.gin
@@ -1,4 +1,4 @@
-Config from configs/refnerf/shinyblender.gin
+Config from configs/refnerf/shiny_blender.gin
 
 ### Blender Specific Arguments
 
@@ -6,19 +6,22 @@ run.dataset_name = "shiny_blender"
 run.datadir = "data/refnerf"
 
 LitData.batch_sampler = "all_images"
+LitDataShinyBlender.white_bkgd = True
 
-## RefNeRF Standard Specific Arguments
+### RefNeRF Standard Specific Arguments
 
 run.model_name = "refnerf"
-run.max_steps = 250000
+run.max_steps = 1000000
 run.log_every_n_steps = 100
 
 LitData.load_radii = True
-LitData.batch_size = 16384
-LitData.chunk = 4096
+LitData.batch_size = 4096
+LitData.chunk = 8192
 LitData.use_pixel_centers = True
-LitData.epoch_size = 50000
-LitRefNeRF.white_bkgd = True
+LitData.epoch_size = 250000
 
+RefNeRFMLP.density_bias = -1.
+
+LitRefNeRF.compute_normal_metrics = True
 
 ### Binded options
diff --git a/refnerf_shiny_blender_teapot_220901/last.ckpt b/refnerf_shiny_blender_teapot_220901/last.ckpt
index a73e986d0406b6d52386bf9a78b8ccd5f656eb35..8b69ca043c82032fc7a8a20ec1f228b2b9db1aa3 100644
--- a/refnerf_shiny_blender_teapot_220901/last.ckpt
+++ b/refnerf_shiny_blender_teapot_220901/last.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a1670b11a233766351eb1ecd9dbaa6bc113b213bc1fb821ef25cf8d912789d28
-size 13365995
+oid sha256:ef338fa65825d7a0799e6be521c45f168d7ceaeaccb843c6d29ebd158f11d872
+size 13366059
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diff --git a/refnerf_shiny_blender_teapot_220901/render_model/image199.jpg b/refnerf_shiny_blender_teapot_220901/render_model/image199.jpg
index ed9d30945aff5f9d8d34d651dd8e505736e3a04c..1bb198ea7ddbba0c6c4fb9b8ff68cc2f720a4655 100644
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diff --git a/refnerf_shiny_blender_teapot_220901/results.json b/refnerf_shiny_blender_teapot_220901/results.json
index ff65077cfec4354de8b5efe70eeaeb52de65dc31..c2aaec879501e2c542fea5ae20738358330acd62 100644
--- a/refnerf_shiny_blender_teapot_220901/results.json
+++ b/refnerf_shiny_blender_teapot_220901/results.json
@@ -1,14 +1,14 @@
 {
     "LPIPS": {
-        "mean": 0.028352554887533188,
-        "test": 0.028352554887533188
+        "mean": 0.017587972804903984,
+        "test": 0.017587972804903984
     },
     "PSNR": {
-        "mean": 44.30078657646183,
-        "test": 44.30078657646183
+        "mean": 45.20456746203749,
+        "test": 45.20456746203749
     },
     "SSIM": {
-        "mean": 0.9942492246627808,
-        "test": 0.9942492246627808
+        "mean": 0.9959710240364075,
+        "test": 0.9959710240364075
     }
 }
\ No newline at end of file
diff --git a/refnerf_shiny_blender_toaster_220901/best.ckpt b/refnerf_shiny_blender_toaster_220901/best.ckpt
index 73bbb184583146edc41e7e0fd544634b21ed6655..7f88257b7e02de0ffe1afb7b0d79af4bb1c0246a 100644
--- a/refnerf_shiny_blender_toaster_220901/best.ckpt
+++ b/refnerf_shiny_blender_toaster_220901/best.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:aeaa68bd350e277755fa75a00a66aada8e1b609899250c82a1b2294d84d3b785
-size 13365995
+oid sha256:d4596341a098f63a6c1bc83de0b68c303135f0c7bca2b2afcb12a9252e9bdf48
+size 13366059
diff --git a/refnerf_shiny_blender_toaster_220901/config.gin b/refnerf_shiny_blender_toaster_220901/config.gin
index c46fd55e9573a9d313fac467ae7ea99028af3cbf..76ba279dbae4225aa138bf02023c224933d38771 100644
--- a/refnerf_shiny_blender_toaster_220901/config.gin
+++ b/refnerf_shiny_blender_toaster_220901/config.gin
@@ -1,4 +1,4 @@
-Config from configs/refnerf/shinyblender.gin
+Config from configs/refnerf/shiny_blender.gin
 
 ### Blender Specific Arguments
 
@@ -6,19 +6,22 @@ run.dataset_name = "shiny_blender"
 run.datadir = "data/refnerf"
 
 LitData.batch_sampler = "all_images"
+LitDataShinyBlender.white_bkgd = True
 
-## RefNeRF Standard Specific Arguments
+### RefNeRF Standard Specific Arguments
 
 run.model_name = "refnerf"
-run.max_steps = 250000
+run.max_steps = 1000000
 run.log_every_n_steps = 100
 
 LitData.load_radii = True
-LitData.batch_size = 16384
-LitData.chunk = 4096
+LitData.batch_size = 4096
+LitData.chunk = 8192
 LitData.use_pixel_centers = True
-LitData.epoch_size = 50000
-LitRefNeRF.white_bkgd = True
+LitData.epoch_size = 250000
 
+RefNeRFMLP.density_bias = -1.
+
+LitRefNeRF.compute_normal_metrics = True
 
 ### Binded options
diff --git a/refnerf_shiny_blender_toaster_220901/last.ckpt b/refnerf_shiny_blender_toaster_220901/last.ckpt
index b83eb415440c003e6fda115e85d8f283fe52fa74..5d0c5d6e28f7753a812d5a41fba4896e86fee51a 100644
--- a/refnerf_shiny_blender_toaster_220901/last.ckpt
+++ b/refnerf_shiny_blender_toaster_220901/last.ckpt
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d020c97fcac70c2d11113612e7aaf39e990703e4e30e2140def6b6d65932de16
-size 13365995
+oid sha256:ffd23a3d7800450fe618f96d5d5b7b4b6d20118392deb973e15c9a2f148659e8
+size 13366059
diff --git a/refnerf_shiny_blender_toaster_220901/refnerf_shiny_blender_toaster_220901/version_0/events.out.tfevents.1661561384.task1.40.0 b/refnerf_shiny_blender_toaster_220901/refnerf_shiny_blender_toaster_220901/version_0/events.out.tfevents.1661561384.task1.40.0
deleted file mode 100644
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--- a/refnerf_shiny_blender_toaster_220901/refnerf_shiny_blender_toaster_220901/version_0/events.out.tfevents.1661561384.task1.40.0
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3a34d0ddbebf836c3e7178456fbc2bf6cbad84d33a7693156924c3fd636c29d8
-size 1059678
diff --git a/refnerf_shiny_blender_toaster_220901/refnerf_shiny_blender_toaster_220901/version_0/events.out.tfevents.1661843110.task1.40.1 b/refnerf_shiny_blender_toaster_220901/refnerf_shiny_blender_toaster_220901/version_0/events.out.tfevents.1661843110.task1.40.1
deleted file mode 100644
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+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
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new file mode 100644
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--- /dev/null
+++ b/refnerf_shiny_blender_toaster_220901/refnerf_shiny_blender_toaster_220901/version_0/events.out.tfevents.1662628930.task1.40.0
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 4239488
diff --git a/refnerf_shiny_blender_toaster_220901/refnerf_shiny_blender_toaster_220901/version_0/events.out.tfevents.1662928132.task1.40.1 b/refnerf_shiny_blender_toaster_220901/refnerf_shiny_blender_toaster_220901/version_0/events.out.tfevents.1662928132.task1.40.1
new file mode 100644
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@@ -0,0 +1,3 @@
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diff --git a/refnerf_shiny_blender_toaster_220901/results.json b/refnerf_shiny_blender_toaster_220901/results.json
index 1506b8749d24d333b15621f993437048801369d7..36cd174123b19eb19e2f4e6f0008283ef9bedd3c 100644
--- a/refnerf_shiny_blender_toaster_220901/results.json
+++ b/refnerf_shiny_blender_toaster_220901/results.json
@@ -1,14 +1,14 @@
 {
     "LPIPS": {
-        "mean": 0.12365318089723587,
-        "test": 0.12365318089723587
+        "mean": 0.1317945420742035,
+        "test": 0.1317945420742035
     },
     "PSNR": {
-        "mean": 24.583047022552332,
-        "test": 24.583047022552332
+        "mean": 24.880960298235728,
+        "test": 24.880960298235728
     },
     "SSIM": {
-        "mean": 0.9138449430465698,
-        "test": 0.9138449430465698
+        "mean": 0.9141437411308289,
+        "test": 0.9141437411308289
     }
 }
\ No newline at end of file