Upload multiview RenderSwitch free-generation evals to multiview-renderswitch-encoder-only/free-generation-checkpoints

multiview-renderswitch-encoder-only/free-generation-checkpoints/manifest.json

@@ -3,7 +3,7 @@
     "polish21",
     "atrahente"
   ],
-  "checkpoint_count": 5,
+  "checkpoint_count": 8,
   "checkpoints": [
     {
       "label": "epoch_0",
@@ -24,17 +24,29 @@
     {
       "label": "epoch_4",
       "path": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_4.ckpt"
+    },
+    {
+      "label": "epoch_5",
+      "path": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt"
+    },
+    {
+      "label": "epoch_6",
+      "path": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_6.ckpt"
+    },
+    {
+      "label": "epoch_7",
+      "path": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_7.ckpt"
     }
   ],
-  "completed_count": 6,
-  "elapsed_seconds": 141.88601326942444,
+  "completed_count": 18,
+  "elapsed_seconds": 364.35705733299255,
   "failure_count": 0,
   "failures": [],
   "output_dir": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints",
-  "row_count": 30,
+  "row_count": 48,
   "run_dir": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4",
   "skip_render": true,
-  "skipped_count": 24,
+  "skipped_count": 30,
   "variants": [
     "original",
     "canonical",

multiview-renderswitch-encoder-only/free-generation-checkpoints/metrics.csv

@@ -23,9 +23,27 @@ epoch_3,polish21,augmented,10.830704521556257,206,20.555555555555557,37,1147,204
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+epoch_7,atrahente,canonical,2.5722200237435695,65,8.0,18,1212,2489,220,False,False,7.157522764988244,/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_7.ckpt,/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/benchmarks/free-generation/atrahente-s70r30-free-generation/ground_truth_normalized_manual_clean_render/ground_truth_normalized_manual_clean_canonical_verovio.png,/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_7/atrahente/canonical/prediction.krn
+epoch_7,atrahente,augmented,5.658884052235853,143,18.22222222222222,41,1217,2506,220,False,False,7.16705133789219,/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_7.ckpt,/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/benchmarks/free-generation/atrahente-official-free-generation/augmented-canonical-verovio-page1/atrahente_page1_canonical_augmented_verovio.png,/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_7/atrahente/augmented/prediction.krn

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/augmented/command.log

@@ -0,0 +1,54 @@
+Skipping import of cpp extensions due to incompatible torch version 2.11.0+cu129 for torchao version 0.15.0             Please see https://github.com/pytorch/ao/issues/2919 for more info
+[transformers] You are using a model of type `vit_mae` to instantiate a model of type `vit`. This may be expected if you are loading a checkpoint that shares a subset of the architecture (e.g., loading a `sam2_video` checkpoint into `Sam2Model`), but is otherwise not supported and can yield errors. Please verify that the checkpoint is compatible with the model you are instantiating.
+
+[transformers] ViTModel LOAD REPORT from: PRAIG/musvit
+Key                                                                     | Status     | 
+------------------------------------------------------------------------+------------+-
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.k_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.q_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_before.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc2.weight          | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_after.bias    | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.v_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_after.weight  | UNEXPECTED | 
+decoder.decoder_embed.weight                                            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.o_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_before.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.o_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc1.bias            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.q_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.k_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.v_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc2.bias            | UNEXPECTED | 
+decoder.decoder_pos_embed                                               | UNEXPECTED | 
+decoder.decoder_norm.bias                                               | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc1.weight          | UNEXPECTED | 
+decoder.mask_token                                                      | UNEXPECTED | 
+decoder.decoder_pred.weight                                             | UNEXPECTED | 
+decoder.decoder_norm.weight                                             | UNEXPECTED | 
+decoder.decoder_embed.bias                                              | UNEXPECTED | 
+decoder.decoder_pred.bias                                               | UNEXPECTED | 
+pooler.dense.weight                                                     | MISSING    | 
+pooler.dense.bias                                                       | MISSING    | 
+
+Notes:
+- UNEXPECTED:	can be ignored when loading from different task/architecture; not ok if you expect identical arch.
+- MISSING:	those params were newly initialized because missing from the checkpoint. Consider training on your downstream task.
+{
+  "checkpoint": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt",
+  "device": "cuda",
+  "direct_verovio_render": null,
+  "elapsed_sec": 7.156341457972303,
+  "input": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/benchmarks/free-generation/atrahente-official-free-generation/augmented-canonical-verovio-page1/atrahente_page1_canonical_augmented_verovio.png",
+  "input_image": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/augmented/atrahente_page1_canonical_augmented_verovio_input.png",
+  "input_page": 1,
+  "max_length": 2048,
+  "pred_token_count": 1212,
+  "prediction": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/augmented/prediction.krn",
+  "prediction_token_ids": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/augmented/prediction_token_ids.json",
+  "render": {
+    "ok": false,
+    "reason": "skipped_by_request"
+  },
+  "summary": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/augmented/summary.json"
+}

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/augmented/prediction.krn

@@ -0,0 +1,220 @@
+*clefF4	*clefG2
+*k[b-]	*k[b-]
+*M2/4	*M2/4
+8c 8eL	8cccL
+.	8bq(
+*clefG2	*
+8aJ	8cc)J
+.	8bq(
+8b-L	8cc)L
+.	8bbnq(
+8f# 8aJ	8ccc)J
+=	=
+.	8bbnq(
+8g 8b-L	8ccc)L
+.	8b#q(
+8aJ	8cc)J
+.	8bq(
+8b-L	8cc)L
+.	8bbq(
+8f# 8aJ	8ccc)J
+=	=
+.	8ccc#q(
+8g 8b-L	8ddd)L
+.	8bbq
+8f# 8aJ	8ccc)
+.	8bbq(
+8g 8b-L	8ccc)
+.	8bbq
+8fn 8aJ	8cccJ
+=	=
+.	8ccc#q(
+8g 8b-L	8ddd)L
+.	8ccc#q(
+8f# 8aJ	8ddd)
+.	8ccc#q(
+8g 8b-L	8ddd)
+.	8ccc#q(
+8f# 8aJ	8ccc)J
+=	=
+4g 4b-	16cccLL
+.	16b-(
+.	16cc
+.	16eeJJ
+4r	16aaLL
+.	16gg
+.	16ee
+.	16cc)JJ
+==	==
+*clefF4	*
+*M2/4	*M2/4
+8CL	8.cc(L
+16r	.
+16G 16B- 16c 16eJk	16aaJk
+8G 8B- 8c 8eL	4gg)
+8G 8B- 8c 8eJ	.
+=	=
+8CL	16r
+.	16b-(LL
+16r	16cc
+16B- 16c 16eJk	16eeJJ
+8B- 8c 8eL	16aaLL
+.	16gg
+8B- 8c 8eJ	16ee
+.	16b-)JJ
+=	=
+8CL	8.a(L
+16r	.
+16A 16c 16fJk	16ggJk
+8A 8c 8fL	4ff)
+8A 8c 8fJ	.
+=	=
+8CL	16r
+.	16g#(LL
+16r	16a
+16A 16c 16fJk	16ccJJ
+8A 8c 8fL	16ffLL
+.	16ff
+8A- 8c 8fJ	16cc
+.	16a-)JJ
+=	=
+8G 8c 8eL	8g(L
+16r	16ccL
+16G 16c 16eJk	16eeJJ
+8G 8c 8eL	16ggLL
+.	16ccc
+8G 8c 8eJ	16eee
+.	16ggg)JJ
+=	=
+8GGL	16bbb-LL
+.	16aaa
+16r	16aaa
+16G 16Bn 16fJk	16fff#JJ
+8G 8B 8fL	16fff#LL
+.	16fffn
+8G 8B 8fJ	16fff
+.	16eeeJJ
+=	=
+8CL	16eeeLL
+.	16ccc
+16r	16ccc
+16G 16B- 16c 16eJk	16bb-JJ
+8G 8B- 8c 8eL	16bb-LL
+.	16gg
+8G 8B- 8c 8eJ	16gg
+.	16ee)JJ
+=	=
+4B- 4c 4e 4g	16eeLL
+.	16b-(
+.	16cc
+.	16eeJJ
+4r	16aa;LL
+.	16gg
+.	16ee
+.	16cc)JJ
+=	=
+8CL	8.b-(L
+16r	.
+16G 16B- 16c 16eJk	16aaJk
+8G 8B- 8c 8eL	4gg)
+8G 8B- 8c 8eJ	.
+=	=
+8CL	16r
+.	16b-(LL
+16r	16cc
+16Gn 16B- 16c 16eJk	16eeJJ
+8G 8B- 8c 8eL	16aaLL
+.	16gg
+8G 8B- 8c 8eJ	16ee
+.	16cc)JJ
+=	=
+8CL	8.a(L
+16r	.
+16A 16c 16fJk	16ggJk
+8A 8c 8fL	4ff)
+8A 8c 8fJ	.
+=	=
+8BB-L	16r
+.	16cc#(LL
+16r	16dd
+16B- 16d 16gJk	16ggJJ
+8B- 8d 8gL	16dddLL
+.	16ccc
+8B- 8d- 8gJ	16dd-
+.	16bb-)JJ
+=	=
+8CL	16bb-(LL
+.	16aa)
+16r	16aa(
+16A 16c 16fJJ	16cc)JJ
+8A 8c 8fL	4cc
+8A 8c 8fJ	.
+=	=
+8DL	16r
+.	16bnLL
+8G 8Bn 8fJ	16b
+.	16aaJJ
+8EL	16aaLL
+.	16gg
+8B- 8c 8gJ	16gg
+.	16eeJJ
+=	=
+8FL	16ffLL
+.	16a(
+8r	16ff)
+16A 16c 16fJk	16cc(JJ
+8A 8c 8fL	16aa(LL
+.	16ff(
+8A 8c 8fJ	16ccc)
+.	16aaJJ
+=	=
+4F 4A 4c 4f	16fffLL
+.	16b-(
+.	16cc
+.	16eeJJ
+4r	16aa;LL
+.	16ff
+.	16dd
+.	16cc)JJ
+=:|!	=:|!
+4F 4A 4c 4f	8fff
+.	8aa(L
+4r	8gg#
+.	8aa)J
+=||	=||
+8AAA 8AAL	16bb-LL
+.	16cc#(
+16r	16ee
+16A 16c# 16gJk	16bb-)JJ
+8r	16bb-LL
+.	16cc#(
+8A 8c# 8g	16ff
+.	16bb-)JJ
+=	=
+8AAA 8AAL	16bb-LL
+.	16cc#(
+16r	16ee
+16A 16c# 16gJk	16bb-)JJ
+8r	16bb-LL
+.	16cc#(
+8A 8c# 8g	16ee
+.	16bb-)JJ
+=	=
+8DD 8DL	16bb-LL
+.	16dd(
+16r	16ff
+16A 16d 16fJk	16aa)JJ
+8r	16aaLL
+.	16dd(
+8A 8d 8f	16ff
+.	16aa)JJ
+=	=
+8FF 8FL	16aaLL
+.	16dd(
+16r	16ff
+16A 16d 16fJk	16aa)JJ
+8r	16aaLL
+.	16aa-
+8A- 8d 8f	16aa-
+.	16ggJJ
+=	=

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/augmented/prediction_token_ids.json

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multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/augmented/summary.json

@@ -0,0 +1,17 @@
+{
+  "checkpoint": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt",
+  "device": "cuda",
+  "direct_verovio_render": null,
+  "elapsed_sec": 7.156341457972303,
+  "input": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/benchmarks/free-generation/atrahente-official-free-generation/augmented-canonical-verovio-page1/atrahente_page1_canonical_augmented_verovio.png",
+  "input_image": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/augmented/atrahente_page1_canonical_augmented_verovio_input.png",
+  "input_page": 1,
+  "max_length": 2048,
+  "pred_token_count": 1212,
+  "prediction": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/augmented/prediction.krn",
+  "prediction_token_ids": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/augmented/prediction_token_ids.json",
+  "render": {
+    "ok": false,
+    "reason": "skipped_by_request"
+  }
+}

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/canonical/command.log

@@ -0,0 +1,54 @@
+Skipping import of cpp extensions due to incompatible torch version 2.11.0+cu129 for torchao version 0.15.0             Please see https://github.com/pytorch/ao/issues/2919 for more info
+[transformers] You are using a model of type `vit_mae` to instantiate a model of type `vit`. This may be expected if you are loading a checkpoint that shares a subset of the architecture (e.g., loading a `sam2_video` checkpoint into `Sam2Model`), but is otherwise not supported and can yield errors. Please verify that the checkpoint is compatible with the model you are instantiating.
+
+[transformers] ViTModel LOAD REPORT from: PRAIG/musvit
+Key                                                                     | Status     | 
+------------------------------------------------------------------------+------------+-
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_after.weight  | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.o_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.v_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.q_proj.bias   | UNEXPECTED | 
+decoder.decoder_norm.weight                                             | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc2.weight          | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_before.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc1.weight          | UNEXPECTED | 
+decoder.decoder_pos_embed                                               | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.k_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.q_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.k_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.v_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_after.bias    | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_before.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc2.bias            | UNEXPECTED | 
+decoder.decoder_embed.bias                                              | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc1.bias            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.o_proj.bias   | UNEXPECTED | 
+decoder.decoder_pred.weight                                             | UNEXPECTED | 
+decoder.decoder_norm.bias                                               | UNEXPECTED | 
+decoder.decoder_pred.bias                                               | UNEXPECTED | 
+decoder.decoder_embed.weight                                            | UNEXPECTED | 
+decoder.mask_token                                                      | UNEXPECTED | 
+pooler.dense.weight                                                     | MISSING    | 
+pooler.dense.bias                                                       | MISSING    | 
+
+Notes:
+- UNEXPECTED:	can be ignored when loading from different task/architecture; not ok if you expect identical arch.
+- MISSING:	those params were newly initialized because missing from the checkpoint. Consider training on your downstream task.
+{
+  "checkpoint": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt",
+  "device": "cuda",
+  "direct_verovio_render": null,
+  "elapsed_sec": 7.162332911044359,
+  "input": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/benchmarks/free-generation/atrahente-s70r30-free-generation/ground_truth_normalized_manual_clean_render/ground_truth_normalized_manual_clean_canonical_verovio.png",
+  "input_image": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/canonical/ground_truth_normalized_manual_clean_canonical_verovio_input.png",
+  "input_page": 1,
+  "max_length": 2048,
+  "pred_token_count": 1212,
+  "prediction": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/canonical/prediction.krn",
+  "prediction_token_ids": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/canonical/prediction_token_ids.json",
+  "render": {
+    "ok": false,
+    "reason": "skipped_by_request"
+  },
+  "summary": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/canonical/summary.json"
+}

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/canonical/prediction.krn

@@ -0,0 +1,220 @@
+*clefF4	*clefG2
+*k[b-]	*k[b-]
+*M2/4	*M2/4
+8c 8eL	8cccL
+.	8bq(
+*clefG2	*
+8aJ	8cc)J
+.	8bq
+8b-L	8ccL
+.	8bbnq(
+8f# 8aJ	8ccc)J
+=	=
+.	8bbnq(
+8g 8b-L	8ccc)L
+.	8bn[
+8aJ	8cc]J
+.	8bq
+8b-L	8ccL
+.	8bbq(
+8f# 8aJ	8ccc)J
+=	=
+.	8bb#q(
+8g 8b-L	8ccc)L
+.	8bb#q
+8f# 8aJ	8ccc)
+.	8bbq(
+8g 8b-L	8ccc)
+.	8bbq(
+8fn 8aJ	8ccc)J
+=	=
+.	8bbnq(
+8g 8b-L	8ccc)L
+.	8bbq(
+8f# 8aJ	8ccc)
+.	8bbq(
+8g 8b-L	8ccc)
+.	8bbq(
+8f# 8aJ	8ccc)J
+=	=
+4g 4b-	16cccLL
+.	16b-(
+.	16cc
+.	16eeJJ
+4r	16aa;LL
+.	16gg
+.	16ee
+.	16cc)JJ
+==	==
+*clefF4	*
+*M2/4	*M2/4
+8CL	8.cc(L
+16r	.
+16G 16A 16c 16eJk	16aaJk
+8G 8A 8c 8eL	4gg)
+8G 8B- 8c 8eJ	.
+=	=
+8CL	16r
+.	16b-(LL
+16r	16cc
+16B- 16c 16eJk	16eeJJ
+8B- 8c 8eL	16aaLL
+.	16gg
+8B- 8c 8eJ	16ee
+.	16b-)JJ
+=	=
+8CL	8.a(L
+16r	.
+16A 16c 16fJk	16ggJk
+8A 8c 8fL	4ff)
+8A 8c 8fJ	.
+=	=
+8CL	16r
+.	16g#(LL
+16r	16a
+16A 16c 16fJk	16ccJJ
+8A 8c 8fL	16ggLL
+.	16ff
+8A- 8c 8fJ	16cc
+.	16a-)JJ
+=	=
+8G 8c 8eL	8g(L
+16r	16ccL
+16G 16c 16eJk	16eeJJ
+8G 8c 8eL	16ggLL
+.	16ccc
+8G 8c 8eJ	16eee
+.	16ggg)JJ
+=	=
+8GGL	16aaaLL
+.	16ggg
+16r	16ggg
+16G 16Bn 16fJk	16fff#JJ
+8G 8B 8fL	16fff#LL
+.	16fffn
+8G 8B 8fJ	16fff
+.	16eeeJJ
+=	=
+8CL	16eeeLL
+.	16ccc
+16r	16ccc
+16G 16B- 16c 16eJk	16bb-JJ
+8G 8B- 8c 8eL	16bb-LL
+.	16gg
+8G 8B- 8c 8eJ	16gg
+.	16eeJJ
+=	=
+4B- 4c 4e 4g	16eeLL
+.	16b-(
+.	16cc
+.	16eeJJ
+4r	16aa;LL
+.	16gg
+.	16ee
+.	16cc)JJ
+=	=
+8CL	8.b-(L
+16r	.
+16G 16B- 16c 16eJk	16aaJk
+8G 8B- 8c 8eL	4gg)
+8G 8B- 8c 8eJ	.
+=	=
+8CL	16r
+.	16b-(LL
+16r	16cc
+16G 16B- 16c 16eJk	16eeJJ
+8G 8B- 8c 8eL	16aaLL
+.	16gg
+8G 8B- 8c 8eJ	16ee
+.	16cc)JJ
+=	=
+8CL	8.a(L
+16r	.
+16A 16c 16fJk	16ggJk
+8A 8c 8fL	4ff)
+8A 8c 8fJ	.
+=	=
+8BB-L	16r
+.	16cc#(LL
+16r	16dd
+16B- 16d 16gJk	16ggJJ
+8B- 8d 8gL	16cccLL
+.	16bb-
+8B- 8d- 8gJ	16dd-
+.	16bb-)JJ
+=	=
+8CL	16bb-(LL
+.	16aa)
+16r	16aa(
+16A 16c 16fJk	16cc)JJ
+8A 8c 8fL	4cc
+8A 8c 8fJ	.
+=	=
+8DL	16r
+.	16bnLL
+8G 8Bn 8fJ	16b
+.	16aaJJ
+8EL	16aaLL
+.	16gg
+8B- 8c 8gJ	16gg
+.	16eeJJ
+=	=
+8FL	16ffLL
+.	16a(
+16r	16ff)
+16A 16c 16fJk	16cc[JJ
+8A 8c 8fL	16aa]LL
+.	16ff(
+8A 8c 8fJ	16ccc)
+.	16aaJJ
+=	=
+4F 4A 4c 4f	16fffLL
+.	16b-(
+.	16cc
+.	16eeJJ
+4r	16aa;LL
+.	16gg
+.	16ee
+.	16cc)JJ
+=:|!	=:|!
+4F 4A 4c 4f	8fff
+.	8aa(L
+4r	8gg#
+.	8aa)J
+=||	=||
+8AAA 8AAL	16bb-LL
+.	16cc#(
+16r	16ee
+16A 16c# 16gJk	16bb-)JJ
+8r	16bb-LL
+.	16cc#(
+8A 8c# 8g	16ff
+.	16bb-)JJ
+=	=
+8FFF 8AAL	16bb-LL
+.	16cc#(
+16r	16ee
+16A 16c# 16gJk	16bb-)JJ
+8r	16bb-LL
+.	16cc#(
+8A 8c# 8g	16ee
+.	16bb-)JJ
+=	=
+8DD 8DL	16bb-LL
+.	16dd(
+16r	16ff
+16A 16d 16fJk	16aa)JJ
+8r	16aaLL
+.	16dd(
+8A 8d 8f	16ff
+.	16aa)JJ
+=	=
+8FF 8FL	16aaLL
+.	16dd(
+16r	16ff
+16A 16d 16fJk	16aa)JJ
+8r	16aaLL
+.	16aa-
+8A- 8d 8f	16aa-
+.	16ggJJ
+=	=

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multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/canonical/summary.json

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+{
+  "checkpoint": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt",
+  "device": "cuda",
+  "direct_verovio_render": null,
+  "elapsed_sec": 7.162332911044359,
+  "input": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/benchmarks/free-generation/atrahente-s70r30-free-generation/ground_truth_normalized_manual_clean_render/ground_truth_normalized_manual_clean_canonical_verovio.png",
+  "input_image": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/canonical/ground_truth_normalized_manual_clean_canonical_verovio_input.png",
+  "input_page": 1,
+  "max_length": 2048,
+  "pred_token_count": 1212,
+  "prediction": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/canonical/prediction.krn",
+  "prediction_token_ids": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/canonical/prediction_token_ids.json",
+  "render": {
+    "ok": false,
+    "reason": "skipped_by_request"
+  }
+}

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/original/command.log

@@ -0,0 +1,54 @@
+Skipping import of cpp extensions due to incompatible torch version 2.11.0+cu129 for torchao version 0.15.0             Please see https://github.com/pytorch/ao/issues/2919 for more info
+[transformers] You are using a model of type `vit_mae` to instantiate a model of type `vit`. This may be expected if you are loading a checkpoint that shares a subset of the architecture (e.g., loading a `sam2_video` checkpoint into `Sam2Model`), but is otherwise not supported and can yield errors. Please verify that the checkpoint is compatible with the model you are instantiating.
+
+[transformers] ViTModel LOAD REPORT from: PRAIG/musvit
+Key                                                                     | Status     | 
+------------------------------------------------------------------------+------------+-
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.v_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_after.bias    | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc2.weight          | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_before.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_after.weight  | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.q_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.k_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc2.bias            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc1.weight          | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.o_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_before.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.q_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.v_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.k_proj.weight | UNEXPECTED | 
+decoder.decoder_embed.weight                                            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc1.bias            | UNEXPECTED | 
+decoder.decoder_norm.bias                                               | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.o_proj.weight | UNEXPECTED | 
+decoder.decoder_norm.weight                                             | UNEXPECTED | 
+decoder.decoder_pred.bias                                               | UNEXPECTED | 
+decoder.decoder_pos_embed                                               | UNEXPECTED | 
+decoder.decoder_embed.bias                                              | UNEXPECTED | 
+decoder.decoder_pred.weight                                             | UNEXPECTED | 
+decoder.mask_token                                                      | UNEXPECTED | 
+pooler.dense.bias                                                       | MISSING    | 
+pooler.dense.weight                                                     | MISSING    | 
+
+Notes:
+- UNEXPECTED:	can be ignored when loading from different task/architecture; not ok if you expect identical arch.
+- MISSING:	those params were newly initialized because missing from the checkpoint. Consider training on your downstream task.
+{
+  "checkpoint": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt",
+  "device": "cuda",
+  "direct_verovio_render": null,
+  "elapsed_sec": 7.2369760549627244,
+  "input": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/benchmarks/free-generation/atrahente-s70r30-free-generation/page1/Atrahente_page_001.png",
+  "input_image": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/original/Atrahente_page_001_input.png",
+  "input_page": 1,
+  "max_length": 2048,
+  "pred_token_count": 1229,
+  "prediction": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/original/prediction.krn",
+  "prediction_token_ids": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/original/prediction_token_ids.json",
+  "render": {
+    "ok": false,
+    "reason": "skipped_by_request"
+  },
+  "summary": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/original/summary.json"
+}

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/original/prediction.krn

@@ -0,0 +1,224 @@
+*clefF4	*clefG2
+*k[b-]	*k[b-]
+*M2/4	*M2/4
+8c 8f	8cccL
+*clefG2	*
+.	8bq(
+8aL	8cc)J
+.	8bq
+8b-J	8ccL
+.	8bbnq
+8f# 8aL	8cccJ
+=	=
+.	8bbnq(
+8g 8b-J	8ccc)L
+.	8bnq(
+8aL	8cc)J
+.	8bq
+8b-J	8ccL
+.	8bbq
+8f# 8aL	8cccJ
+=	=
+.	8bbnq(
+8g 8b-J	8ccc)L
+.	8bbq
+8f# 8aL	8ccc
+.	8bbq
+8g 8b-J	8ccc)
+.	8bbq
+8f# 8a	8cccJ
+=	=
+.	8bbq
+8g 8b-L	8cccL
+.	8bbq
+8f# 8aJ	8ccc
+.	8bbq
+8g 8b-L	8ccc
+.	8ccc#q
+8f# 8aJ	8cccJ
+=	=
+*	*8va
+4g 4b-	16cccc;(LL
+.	16bb-(
+.	16ccc
+.	16eeeJJ
+4r	16aaa;)LL
+.	16ggg
+.	16eee(
+.	16cccJJ
+*clefF4	*
+==	==
+8CL	8.bb-(L
+16r	.
+16G 16B- 16c 16eJk	16aaJk
+8G 8B- 8c 8eL	4gg)
+8G 8B- 8c 8eJ	.
+=	=
+8CL	16r
+.	16b-(LL
+16r	16cc
+16B- 16c 16eJk	16eeJJ
+8B- 8c 8eL	16aaLL
+.	16gg
+8B- 8c 8eJ	16ee
+.	16b-)JJ
+=	=
+8CL	8.a(L
+16r	.
+16A 16c 16fJk	16ggJk
+8A 8c 8fL	4ff)
+8A 8c 8fJ	.
+=	=
+8CL	16r
+.	16g#(LL
+16r	16a
+16A 16c 16fJk	16ccJJ
+8A 8c 8fL	16ggLL
+.	16ff
+8A- 8c 8fJ	16cc
+.	16a-)JJ
+=	=
+8G 8c 8eL	8g(L
+16r	16ccL
+16G 16c 16eJk	16eeJJ
+8G 8c 8eL	16ggLL
+.	16ccc
+8G 8c 8eJ	16eee
+.	16bbb-)JJ
+=	=
+8GG	16aaaLL
+.	16ggg
+16r	16ggg
+16G 16Bn 16f	16fff#JJ
+8G 8B 8fL	16fff#LL
+.	16fffn
+8G 8B 8fJ	16fff
+.	16eeeJJ
+=	=
+8CL	16eeeLL
+.	16ccc
+16r	16ccc
+16G 16B- 16c 16eJk	16bb-JJ
+8G 8B- 8c 8eL	16bb-LL
+.	16gg
+8G 8B- 8c 8eJ	16gg
+.	16eeJJ
+=	=
+4B- 4c 4e 4a	16eeLL
+.	16b-(
+.	16cc
+.	16eeJJ
+4r	16aa;LL
+.	16gg(
+.	16ee
+.	16cc)JJ
+=	=
+8CL	8.b-(L
+16r	.
+16G 16B- 16c 16eJk	16aaJk
+8G 8B- 8c 8eL	4gg)
+8G 8B- 8c 8eJ	.
+=	=
+8CL	16r
+.	16b-(LL
+16r	16cc
+16G 16B- 16c 16eJk	16eeJJ
+8G 8B- 8c 8eL	16aaLL
+.	16gg
+8G 8B- 8c 8eJ	16ee
+.	16cc)JJ
+=	=
+8CL	8.a(L
+16r	.
+16A 16c 16fJk	16ggJk
+8A 8c 8fL	4ff)
+8A 8c 8fJ	.
+=	=
+8BB-L	16r
+.	16cc#(LL
+16r	16dd
+16B- 16d 16gJJ	16ggJJ
+8B- 8d 8gL	16cccLL
+.	16bb-
+8B- 8d- 8gJ	16dd-
+.	16bb-)JJ
+=	=
+8CL	16bb-(LL
+.	16aa)
+16r	16aa(
+16A 16c 16fJk	16cc)JJ
+8A 8c 8fL	4cc
+8A 8c 8fJ	.
+=	=
+8DL	16r
+.	16bnLL
+8G 8Bn 8fJ	16b
+.	16aaJJ
+8EL	16aaLL
+.	16gg
+8B- 8c 8gJ	16gg
+.	16eeJJ
+=	=
+8FL	16ffLL
+.	16a(
+16r	16ff)
+16A 16c 16fJk	16cc[JJ
+8A 8c 8fL	16aa]LL
+.	16ff(
+8A 8c 8fJ	16ccc)
+.	16aa(JJ
+=	=
+4F 4A 4c 4f	16fff)LL
+.	16b-(
+.	16cc
+.	16ee)JJ
+*	*8va
+4r	16aaa;(LL
+.	16ggg
+.	16eee
+.	16ccc)JJ
+*	*X8va
+=:|!	=:|!
+8F 8A 8c 8f	8aaa
+8r	8aa(L
+*	*8va
+4r	8ggg#
+.	8aaaJ
+*	*X8va
+=	=
+8AAA 8AAL	16bb-LL
+.	16cc#(
+16r	16ee
+16A 16c# 16gJk	16bb-)JJ
+8r	16bb-(LL
+.	16cc#(
+8A 8c# 8g	16ee
+.	16bb-)JJ
+=	=
+8AAA 8AAL	16bb-LL
+.	16cc#(
+16r	16ee
+16A 16c# 16gJk	16bb-)JJ
+8r	16bb-(LL
+.	16cc#(
+8A 8c# 8g	16ee
+.	16bb-)JJ
+=	=
+8DD 8DL	16bb-LL
+.	16dd(
+16r	16ff
+16A 16d 16fJJ	16aa)JJ
+8r	16aaLL
+.	16dd(
+8A 8d 8f	16ff
+.	16aa)JJ
+=	=
+8FF 8FL	16aaLL
+.	16dd(
+16r	16ff
+16A 16d 16fJk	16aa)JJ
+8r	16aaLL
+.	16aa-
+8A- 8d 8f	16aa-
+.	16ggJJ
+=	=

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/original/prediction_token_ids.json

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multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/original/summary.json

@@ -0,0 +1,17 @@
+{
+  "checkpoint": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt",
+  "device": "cuda",
+  "direct_verovio_render": null,
+  "elapsed_sec": 7.2369760549627244,
+  "input": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/benchmarks/free-generation/atrahente-s70r30-free-generation/page1/Atrahente_page_001.png",
+  "input_image": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/original/Atrahente_page_001_input.png",
+  "input_page": 1,
+  "max_length": 2048,
+  "pred_token_count": 1229,
+  "prediction": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/original/prediction.krn",
+  "prediction_token_ids": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/atrahente/original/prediction_token_ids.json",
+  "render": {
+    "ok": false,
+    "reason": "skipped_by_request"
+  }
+}

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/augmented/command.log

@@ -0,0 +1,54 @@
+Skipping import of cpp extensions due to incompatible torch version 2.11.0+cu129 for torchao version 0.15.0             Please see https://github.com/pytorch/ao/issues/2919 for more info
+[transformers] You are using a model of type `vit_mae` to instantiate a model of type `vit`. This may be expected if you are loading a checkpoint that shares a subset of the architecture (e.g., loading a `sam2_video` checkpoint into `Sam2Model`), but is otherwise not supported and can yield errors. Please verify that the checkpoint is compatible with the model you are instantiating.
+
+[transformers] ViTModel LOAD REPORT from: PRAIG/musvit
+Key                                                                     | Status     | 
+------------------------------------------------------------------------+------------+-
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_after.weight  | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_before.bias   | UNEXPECTED | 
+decoder.decoder_embed.weight                                            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc1.bias            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.o_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc2.weight          | UNEXPECTED | 
+decoder.decoder_pred.weight                                             | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_after.bias    | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.v_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.k_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.k_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.o_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.v_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc1.weight          | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_before.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc2.bias            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.q_proj.weight | UNEXPECTED | 
+decoder.decoder_norm.weight                                             | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.q_proj.bias   | UNEXPECTED | 
+decoder.mask_token                                                      | UNEXPECTED | 
+decoder.decoder_norm.bias                                               | UNEXPECTED | 
+decoder.decoder_pred.bias                                               | UNEXPECTED | 
+decoder.decoder_embed.bias                                              | UNEXPECTED | 
+decoder.decoder_pos_embed                                               | UNEXPECTED | 
+pooler.dense.bias                                                       | MISSING    | 
+pooler.dense.weight                                                     | MISSING    | 
+
+Notes:
+- UNEXPECTED:	can be ignored when loading from different task/architecture; not ok if you expect identical arch.
+- MISSING:	those params were newly initialized because missing from the checkpoint. Consider training on your downstream task.
+{
+  "checkpoint": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt",
+  "device": "cuda",
+  "direct_verovio_render": null,
+  "elapsed_sec": 6.520327826030552,
+  "input": "/gpfs/scrubbed/qxli2/rescore/examples/polish21/augmented_seed_20260826_selected.png",
+  "input_image": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/augmented/augmented_seed_20260826_selected_input.png",
+  "input_page": 1,
+  "max_length": 2048,
+  "pred_token_count": 1103,
+  "prediction": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/augmented/prediction.krn",
+  "prediction_token_ids": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/augmented/prediction_token_ids.json",
+  "render": {
+    "ok": false,
+    "reason": "skipped_by_request"
+  },
+  "summary": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/augmented/summary.json"
+}

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/augmented/prediction.krn

@@ -0,0 +1,189 @@
+*clefF4	*clefG2
+*k[f#c#]	*k[f#c#]
+4BBB- 4BB-	4E 4cn
+4AAA 4AA	4E 4c
+4GGG 4GG	8E( 8cL
+.	8G 8d
+4AAA 4AA	8cn 8e
+.	8d 8fnJ
+=	=
+4BBB- 4BB-	8e 8gL
+.	8d 8fn
+4AAA 4AA	8cn 8e
+.	8d) 8fJ
+4GGG 4GG	4e 4g
+4AAA 4AA	4c 4e 4ccn
+=	=
+4BBB- 4BB-	4e 4ccn
+4AAA 4AA	4e 4cc
+4GGG 4GG	8e( 8ccL
+.	8g 8dd
+4AAA 4AA	8cc 8ee
+.	8dd 8ffnJ
+=	=
+4BBB- 4BB-	8ee 8ggL
+.	8dd 8ffn
+4AAA 4AA	8ccn 8ee
+.	8dd) 8ffJ
+4GGG 4GG	4ee 4gg
+4AAA 4AA	4cc 4ee 4cccn
+=	=
+4FFFn 4FFn	4ffn 4aa 4fffn
+4Fn 4A 4cn	4fn 4a 4ccn
+8F( 8B- 8dL	8f( 8b- 8ddL
+8e	8ee
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+=	=
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+8cn	8ccn
+8A	8a
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+4G	4g
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+=	=
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+.	8aJ
+4FF)) 4Fn	4d)) 4g 4b-
+4EE 4E	4cn 4g 4ccn
+=	=
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+.	8g
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+.	8f)J
+4BBBn 4BBn	4d
+4GGG 4GG	4Bn 4d 4g
+=	=
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+4Cn	4c 4e 4g
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+.	8fn
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+.	8e)J
+=	=
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+.	8e
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+4GGG	4B-
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+=	=
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+=	=
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+.	8cccn
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+4E-	4gg
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+=	=
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+=	=
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+=	=
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+=	=
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+=	=
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+.	8b-
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+=	=
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+=	=
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+.	8a 8eeJ
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+.	8b-
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+=	=
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+.	8a 8eeJ
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+.	8b-
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+=	=
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+=	=
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+=	=
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+.	8d)J
+=	=
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+.	8b- 8eeJ
+2r	8ddL
+.	8b-
+.	8fn
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+=	=

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/augmented/prediction_token_ids.json

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+]

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/augmented/summary.json

@@ -0,0 +1,17 @@
+{
+  "checkpoint": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt",
+  "device": "cuda",
+  "direct_verovio_render": null,
+  "elapsed_sec": 6.520327826030552,
+  "input": "/gpfs/scrubbed/qxli2/rescore/examples/polish21/augmented_seed_20260826_selected.png",
+  "input_image": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/augmented/augmented_seed_20260826_selected_input.png",
+  "input_page": 1,
+  "max_length": 2048,
+  "pred_token_count": 1103,
+  "prediction": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/augmented/prediction.krn",
+  "prediction_token_ids": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/augmented/prediction_token_ids.json",
+  "render": {
+    "ok": false,
+    "reason": "skipped_by_request"
+  }
+}

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/canonical/command.log

@@ -0,0 +1,54 @@
+Skipping import of cpp extensions due to incompatible torch version 2.11.0+cu129 for torchao version 0.15.0             Please see https://github.com/pytorch/ao/issues/2919 for more info
+[transformers] You are using a model of type `vit_mae` to instantiate a model of type `vit`. This may be expected if you are loading a checkpoint that shares a subset of the architecture (e.g., loading a `sam2_video` checkpoint into `Sam2Model`), but is otherwise not supported and can yield errors. Please verify that the checkpoint is compatible with the model you are instantiating.
+
+[transformers] ViTModel LOAD REPORT from: PRAIG/musvit
+Key                                                                     | Status     | 
+------------------------------------------------------------------------+------------+-
+decoder.decoder_embed.bias                                              | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_before.weight | UNEXPECTED | 
+decoder.decoder_pred.bias                                               | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_after.weight  | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc2.weight          | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc1.bias            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.v_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.o_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.k_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.k_proj.weight | UNEXPECTED | 
+decoder.decoder_pos_embed                                               | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc1.weight          | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.o_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_before.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.q_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_after.bias    | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc2.bias            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.v_proj.weight | UNEXPECTED | 
+decoder.decoder_embed.weight                                            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.q_proj.weight | UNEXPECTED | 
+decoder.mask_token                                                      | UNEXPECTED | 
+decoder.decoder_pred.weight                                             | UNEXPECTED | 
+decoder.decoder_norm.bias                                               | UNEXPECTED | 
+decoder.decoder_norm.weight                                             | UNEXPECTED | 
+pooler.dense.bias                                                       | MISSING    | 
+pooler.dense.weight                                                     | MISSING    | 
+
+Notes:
+- UNEXPECTED:	can be ignored when loading from different task/architecture; not ok if you expect identical arch.
+- MISSING:	those params were newly initialized because missing from the checkpoint. Consider training on your downstream task.
+{
+  "checkpoint": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt",
+  "device": "cuda",
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+  "elapsed_sec": 6.476874796906486,
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+  "render": {
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+    "reason": "skipped_by_request"
+  },
+  "summary": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/canonical/summary.json"
+}

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/canonical/prediction.krn

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multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/canonical/summary.json

@@ -0,0 +1,17 @@
+{
+  "checkpoint": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt",
+  "device": "cuda",
+  "direct_verovio_render": null,
+  "elapsed_sec": 6.476874796906486,
+  "input": "/gpfs/scrubbed/qxli2/rescore/examples/polish21/canonical_native_verovio_selected.png",
+  "input_image": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/canonical/canonical_native_verovio_selected_input.png",
+  "input_page": 1,
+  "max_length": 2048,
+  "pred_token_count": 1103,
+  "prediction": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/canonical/prediction.krn",
+  "prediction_token_ids": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/canonical/prediction_token_ids.json",
+  "render": {
+    "ok": false,
+    "reason": "skipped_by_request"
+  }
+}

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/original/command.log

@@ -0,0 +1,54 @@
+Skipping import of cpp extensions due to incompatible torch version 2.11.0+cu129 for torchao version 0.15.0             Please see https://github.com/pytorch/ao/issues/2919 for more info
+[transformers] You are using a model of type `vit_mae` to instantiate a model of type `vit`. This may be expected if you are loading a checkpoint that shares a subset of the architecture (e.g., loading a `sam2_video` checkpoint into `Sam2Model`), but is otherwise not supported and can yield errors. Please verify that the checkpoint is compatible with the model you are instantiating.
+
+[transformers] ViTModel LOAD REPORT from: PRAIG/musvit
+Key                                                                     | Status     | 
+------------------------------------------------------------------------+------------+-
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.v_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.k_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc1.bias            | UNEXPECTED | 
+decoder.decoder_pred.weight                                             | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc2.weight          | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_before.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.k_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.o_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_before.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.o_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.v_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_after.bias    | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.q_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.q_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_after.weight  | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc2.bias            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc1.weight          | UNEXPECTED | 
+decoder.decoder_embed.bias                                              | UNEXPECTED | 
+decoder.decoder_norm.bias                                               | UNEXPECTED | 
+decoder.decoder_pred.bias                                               | UNEXPECTED | 
+decoder.decoder_embed.weight                                            | UNEXPECTED | 
+decoder.mask_token                                                      | UNEXPECTED | 
+decoder.decoder_norm.weight                                             | UNEXPECTED | 
+decoder.decoder_pos_embed                                               | UNEXPECTED | 
+pooler.dense.weight                                                     | MISSING    | 
+pooler.dense.bias                                                       | MISSING    | 
+
+Notes:
+- UNEXPECTED:	can be ignored when loading from different task/architecture; not ok if you expect identical arch.
+- MISSING:	those params were newly initialized because missing from the checkpoint. Consider training on your downstream task.
+{
+  "checkpoint": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt",
+  "device": "cuda",
+  "direct_verovio_render": null,
+  "elapsed_sec": 6.712937304051593,
+  "input": "/gpfs/scrubbed/qxli2/rescore/examples/polish21/original_real.png",
+  "input_image": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/original/original_real_input.png",
+  "input_page": 1,
+  "max_length": 2048,
+  "pred_token_count": 1123,
+  "prediction": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/original/prediction.krn",
+  "prediction_token_ids": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/original/prediction_token_ids.json",
+  "render": {
+    "ok": false,
+    "reason": "skipped_by_request"
+  },
+  "summary": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/original/summary.json"
+}

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/original/prediction.krn

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+=	=
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+=	=

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+]

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/original/summary.json

@@ -0,0 +1,17 @@
+{
+  "checkpoint": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt",
+  "device": "cuda",
+  "direct_verovio_render": null,
+  "elapsed_sec": 6.712937304051593,
+  "input": "/gpfs/scrubbed/qxli2/rescore/examples/polish21/original_real.png",
+  "input_image": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/original/original_real_input.png",
+  "input_page": 1,
+  "max_length": 2048,
+  "pred_token_count": 1123,
+  "prediction": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/original/prediction.krn",
+  "prediction_token_ids": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_5/polish21/original/prediction_token_ids.json",
+  "render": {
+    "ok": false,
+    "reason": "skipped_by_request"
+  }
+}

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/augmented/command.log

@@ -0,0 +1,54 @@
+Skipping import of cpp extensions due to incompatible torch version 2.11.0+cu129 for torchao version 0.15.0             Please see https://github.com/pytorch/ao/issues/2919 for more info
+[transformers] You are using a model of type `vit_mae` to instantiate a model of type `vit`. This may be expected if you are loading a checkpoint that shares a subset of the architecture (e.g., loading a `sam2_video` checkpoint into `Sam2Model`), but is otherwise not supported and can yield errors. Please verify that the checkpoint is compatible with the model you are instantiating.
+
+[transformers] ViTModel LOAD REPORT from: PRAIG/musvit
+Key                                                                     | Status     | 
+------------------------------------------------------------------------+------------+-
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc1.bias            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc2.weight          | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.q_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.o_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.k_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.o_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_before.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_before.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_after.weight  | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc1.weight          | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.v_proj.bias   | UNEXPECTED | 
+decoder.decoder_embed.bias                                              | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.k_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_after.bias    | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc2.bias            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.v_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.q_proj.weight | UNEXPECTED | 
+decoder.decoder_norm.bias                                               | UNEXPECTED | 
+decoder.decoder_pos_embed                                               | UNEXPECTED | 
+decoder.mask_token                                                      | UNEXPECTED | 
+decoder.decoder_embed.weight                                            | UNEXPECTED | 
+decoder.decoder_pred.bias                                               | UNEXPECTED | 
+decoder.decoder_norm.weight                                             | UNEXPECTED | 
+decoder.decoder_pred.weight                                             | UNEXPECTED | 
+pooler.dense.weight                                                     | MISSING    | 
+pooler.dense.bias                                                       | MISSING    | 
+
+Notes:
+- UNEXPECTED:	can be ignored when loading from different task/architecture; not ok if you expect identical arch.
+- MISSING:	those params were newly initialized because missing from the checkpoint. Consider training on your downstream task.
+{
+  "checkpoint": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_6.ckpt",
+  "device": "cuda",
+  "direct_verovio_render": null,
+  "elapsed_sec": 7.107843094039708,
+  "input": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/benchmarks/free-generation/atrahente-official-free-generation/augmented-canonical-verovio-page1/atrahente_page1_canonical_augmented_verovio.png",
+  "input_image": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/augmented/atrahente_page1_canonical_augmented_verovio_input.png",
+  "input_page": 1,
+  "max_length": 2048,
+  "pred_token_count": 1205,
+  "prediction": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/augmented/prediction.krn",
+  "prediction_token_ids": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/augmented/prediction_token_ids.json",
+  "render": {
+    "ok": false,
+    "reason": "skipped_by_request"
+  },
+  "summary": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/augmented/summary.json"
+}

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/augmented/prediction.krn

@@ -0,0 +1,220 @@
+*clefF4	*clefG2
+*k[b-]	*k[b-]
+*M2/4	*M2/4
+8c 8eL	8cccL
+*clefG2	*
+.	8bq(
+8aJ	8cc)J
+.	8bq(
+8b-L	8cc)L
+.	8bbnq(
+8f# 8aJ	8ccc)J
+=	=
+.	8bb#q
+8g 8b-L	8ccc)L
+.	8b#q(
+8aJ	8cc)J
+.	8bq(
+8b-L	8cc)L
+.	8bbq(
+8f# 8aJ	8ccc)J
+=	=
+.	8ccc#q
+8g 8b-L	8dddL
+.	8ccc#q
+8f# 8aJ	8ddd)
+.	8ccc#q
+8g 8b-L	8ddd
+.	8ccc#q
+8fn 8aJ	8dddJ
+=	=
+.	8ccc#q
+8g 8b-L	8dddL
+.	8ccc#q
+8f# 8aJ	8ddd)
+.	8ccc#q
+8g 8b-L	8ddd
+.	8ccc#q
+8f# 8aJ	8dddJ
+=	=
+4g 4b-	16cccLL
+.	16b-(
+.	16cc
+.	16eeJJ
+4r	16aaLL
+.	16gg
+.	16ee
+.	16cc)JJ
+==	==
+*clefF4	*
+*M2/4	*M2/4
+8CL	8.cc(L
+16r	.
+16G 16B- 16c 16eJk	16aaJk
+8G 8B- 8c 8eL	4gg)
+8G 8B- 8c 8eJ	.
+=	=
+8CL	16r
+.	16b-(LL
+16r	16cc
+16B- 16c 16eJk	16eeJJ
+8B- 8c 8eL	16aaLL
+.	16gg
+8B- 8c 8eJ	16ee
+.	16b-)JJ
+=	=
+8CL	8.a(L
+16r	.
+16A 16c 16fJk	16ggJk
+8A 8c 8fL	4ff)
+8A 8c 8fJ	.
+=	=
+8CL	16r
+.	16g#(LL
+16r	16a
+16A 16c 16fJk	16ccJJ
+8A 8c 8fL	16ffLL
+.	16ff
+8A 8c 8fJ	16cc
+.	16a-)JJ
+=	=
+8G 8c 8eL	8g(L
+16r	16ccL
+16G 16c 16eJk	16eeJJ
+8G 8c 8eL	16ggLL
+.	16ccc
+8G 8c 8eJ	16eee
+.	16ggg)JJ
+=	=
+8GGL	16aaaLL
+.	16ggg
+16r	16ggg
+16G 16Bn 16fJk	16fff#JJ
+8G 8B 8fL	16fff#LL
+.	16fffn
+8G 8B 8fJ	16fff
+.	16eeeJJ
+=	=
+8CL	16gggLL
+.	16ccc
+16r	16ccc
+16G 16B- 16c 16eJk	16bb-JJ
+8G 8B- 8c 8eL	16bb-LL
+.	16gg
+8G 8B- 8c 8eJ	16gg
+.	16ee)JJ
+=	=
+4B- 4c 4e 4g	16eeLL
+.	16b-(
+.	16cc
+.	16eeJJ
+4r	16aa;LL
+.	16gg
+.	16ee
+.	16cc)JJ
+=	=
+8CL	8.b-(L
+16r	.
+16G 16B- 16c 16eJk	16aaJk
+8G 8B- 8c 8eL	4gg)
+8G 8B- 8c 8eJ	.
+=	=
+8CL	16r
+.	16b-(LL
+16r	16cc
+16Gn 16B- 16c 16eJk	16eeJJ
+8G 8B- 8c 8eL	16aaLL
+.	16gg
+8G 8B- 8c 8eJ	16ee
+.	16cc)JJ
+=	=
+8CL	8.a(L
+16r	.
+16A 16c 16fJk	16ggJk
+8A 8c 8fL	4ff)
+8A 8c 8fJ	.
+=	=
+8BB-L	16r
+.	16cc#(LL
+16r	16dd
+16B- 16d 16gJk	16ggJJ
+8B- 8d 8gL	16dddLL
+.	16ccc
+8B- 8d- 8gJ	16dd-
+.	16bb-)JJ
+=	=
+8CL	16bb-(LL
+.	16aa)
+16r	16aa(
+16A 16c 16fJJ	16cc)JJ
+8A 8c 8fL	4cc
+8A 8c 8fJ	.
+=	=
+8DL	16r
+.	16bnLL
+8G 8Bn 8fJ	16b
+.	16aaJJ
+8EL	16aaLL
+.	16gg
+8B- 8c 8gJ	16gg
+.	16eeJJ
+=	=
+8FL	16ffLL
+.	16a(
+8r	16ff)
+16A 16c 16fJk	16cc(JJ
+8A 8c 8fL	16aa]LL
+.	16ff(
+8A 8c 8fJ	16ccc)
+.	16aaJJ
+=	=
+4F 4A 4c 4f	16fffLL
+.	16b-(
+.	16cc
+.	16eeJJ
+4r	16aa;LL
+.	16ff
+.	16dd
+.	16cc)JJ
+=:|!	=:|!
+4F 4A 4c 4f	8fff
+.	8aa(L
+4r	8gg#
+.	8aa)J
+=||	=||
+8AAA 8AAL	16bb-LL
+.	16cc#(
+16r	16ee
+16A 16c# 16gJk	16bb-)JJ
+8r	16bb-LL
+.	16cc#(
+8A 8c# 8g	16ff
+.	16bb-)JJ
+=	=
+8AAA 8AAL	16bb-LL
+.	16cc#(
+16r	16ee
+16A 16c# 16gJk	16bb-)JJ
+8r	16bb-LL
+.	16cc#(
+8A 8c# 8g	16ee
+.	16bb-)JJ
+=	=
+8DD 8DL	16bb-LL
+.	16dd(
+16r	16ff
+16A 16d 16fJk	16aa)JJ
+8r	16aaLL
+.	16dd(
+8A 8d 8f	16ff
+.	16aa)JJ
+=	=
+8FF 8FL	16aaLL
+.	16dd(
+16r	16ff
+16A 16d 16fJk	16aa)JJ
+8r	16aaLL
+.	16aa-
+8A- 8d 8f	16aa-
+.	16ggJJ
+=	=

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multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/augmented/summary.json

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+{
+  "checkpoint": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_6.ckpt",
+  "device": "cuda",
+  "direct_verovio_render": null,
+  "elapsed_sec": 7.107843094039708,
+  "input": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/benchmarks/free-generation/atrahente-official-free-generation/augmented-canonical-verovio-page1/atrahente_page1_canonical_augmented_verovio.png",
+  "input_image": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/augmented/atrahente_page1_canonical_augmented_verovio_input.png",
+  "input_page": 1,
+  "max_length": 2048,
+  "pred_token_count": 1205,
+  "prediction": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/augmented/prediction.krn",
+  "prediction_token_ids": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/augmented/prediction_token_ids.json",
+  "render": {
+    "ok": false,
+    "reason": "skipped_by_request"
+  }
+}

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/canonical/command.log

@@ -0,0 +1,54 @@
+Skipping import of cpp extensions due to incompatible torch version 2.11.0+cu129 for torchao version 0.15.0             Please see https://github.com/pytorch/ao/issues/2919 for more info
+[transformers] You are using a model of type `vit_mae` to instantiate a model of type `vit`. This may be expected if you are loading a checkpoint that shares a subset of the architecture (e.g., loading a `sam2_video` checkpoint into `Sam2Model`), but is otherwise not supported and can yield errors. Please verify that the checkpoint is compatible with the model you are instantiating.
+
+[transformers] ViTModel LOAD REPORT from: PRAIG/musvit
+Key                                                                     | Status     | 
+------------------------------------------------------------------------+------------+-
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.q_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_before.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc1.bias            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc1.weight          | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.v_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.k_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.v_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.k_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc2.weight          | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_after.bias    | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.o_proj.bias   | UNEXPECTED | 
+decoder.mask_token                                                      | UNEXPECTED | 
+decoder.decoder_pred.weight                                             | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.o_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc2.bias            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_after.weight  | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.q_proj.bias   | UNEXPECTED | 
+decoder.decoder_embed.weight                                            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_before.bias   | UNEXPECTED | 
+decoder.decoder_norm.bias                                               | UNEXPECTED | 
+decoder.decoder_pos_embed                                               | UNEXPECTED | 
+decoder.decoder_norm.weight                                             | UNEXPECTED | 
+decoder.decoder_embed.bias                                              | UNEXPECTED | 
+decoder.decoder_pred.bias                                               | UNEXPECTED | 
+pooler.dense.weight                                                     | MISSING    | 
+pooler.dense.bias                                                       | MISSING    | 
+
+Notes:
+- UNEXPECTED:	can be ignored when loading from different task/architecture; not ok if you expect identical arch.
+- MISSING:	those params were newly initialized because missing from the checkpoint. Consider training on your downstream task.
+{
+  "checkpoint": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_6.ckpt",
+  "device": "cuda",
+  "direct_verovio_render": null,
+  "elapsed_sec": 7.175761871039867,
+  "input": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/benchmarks/free-generation/atrahente-s70r30-free-generation/ground_truth_normalized_manual_clean_render/ground_truth_normalized_manual_clean_canonical_verovio.png",
+  "input_image": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/canonical/ground_truth_normalized_manual_clean_canonical_verovio_input.png",
+  "input_page": 1,
+  "max_length": 2048,
+  "pred_token_count": 1213,
+  "prediction": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/canonical/prediction.krn",
+  "prediction_token_ids": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/canonical/prediction_token_ids.json",
+  "render": {
+    "ok": false,
+    "reason": "skipped_by_request"
+  },
+  "summary": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/canonical/summary.json"
+}

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/canonical/prediction.krn

@@ -0,0 +1,220 @@
+*clefF4	*clefG2
+*k[b-]	*k[b-]
+*M2/4	*M2/4
+8c 8eL	8cccL
+.	8bq(
+*clefG2	*
+8aJ	8cc)J
+.	8bq
+8b-L	8ccL
+.	8bbnq(
+8f# 8aJ	8ccc)J
+=	=
+.	8bbnq(
+8g 8b-L	8ccc)L
+.	8bnq(
+8aJ	8cc)J
+.	8bq(
+8b-L	8cc)L
+.	8bbq(
+8f# 8aJ	8ccc)J
+=	=
+.	8bb#q(
+8g 8b-L	8ccc)L
+.	8bb#q
+8f# 8aJ	8ccc)
+.	8bb#[
+8g 8b-L	8ccc]
+.	8bb#q
+8fn 8aJ	8cccJ
+=	=
+.	8bbnq(
+8g 8b-L	8ccc)L
+.	8bbq(
+8f# 8aJ	8ccc)
+.	8bbq(
+8g 8b-L	8ccc)
+.	8bbq(
+8f# 8aJ	8ccc)J
+=	=
+4g 4b-	16cccLL
+.	16b-(
+.	16cc
+.	16eeJJ
+4r	16aa;LL
+.	16gg
+.	16ee
+.	16cc)JJ
+==	==
+*clefF4	*
+*M2/4	*M2/4
+8CL	8.cc(L
+16r	.
+16G 16A 16c 16eJk	16aaJk
+8G 8B- 8c 8eL	4gg)
+8G 8B- 8c 8eJ	.
+=	=
+8CL	16r
+.	16b-(LL
+16r	16cc
+16B- 16c 16eJk	16eeJJ
+8B- 8c 8eL	16aaLL
+.	16gg
+8B- 8c 8eJ	16ee
+.	16b-)JJ
+=	=
+8CL	8.a(L
+16r	.
+16A 16c 16fJk	16ggJk
+8A 8c 8fL	4ff)
+8A 8c 8fJ	.
+=	=
+8CL	16r
+.	16g#(LL
+16r	16a
+16A 16c 16fJk	16ccJJ
+8A 8c 8fL	16ggLL
+.	16ff
+8A- 8c 8fJ	16cc
+.	16a-)JJ
+=	=
+8G 8c 8eL	8g(L
+16r	16ccL
+16G 16c 16eJk	16eeJJ
+8G 8c 8eL	16ggLL
+.	16ccc
+8G 8c 8eJ	16eee
+.	16ggg)JJ
+=	=
+8GGL	16aaaLL
+.	16ggg
+16r	16ggg
+16G 16Bn 16fJk	16fff#JJ
+8G 8B 8fL	16fff#LL
+.	16fffn
+8G 8B 8fJ	16fff
+.	16eeeJJ
+=	=
+8CL	16eeeLL
+.	16ccc
+16r	16ccc
+16G 16B- 16c 16eJk	16bb-JJ
+8G 8B- 8c 8eL	16bb-LL
+.	16gg
+8G 8B- 8c 8eJ	16gg
+.	16eeJJ
+=	=
+4B- 4c 4e 4g	16eeLL
+.	16b-(
+.	16cc
+.	16eeJJ
+4r	16aa;LL
+.	16gg
+.	16ee
+.	16cc)JJ
+=	=
+8CL	8.b-(L
+16r	.
+16G 16B- 16c 16eJk	16aaJk
+8G 8B- 8c 8eL	4gg)
+8G 8B- 8c 8eJ	.
+=	=
+8CL	16r
+.	16b-(LL
+16r	16cc
+16G 16B- 16c 16eJk	16eeJJ
+8G 8B- 8c 8eL	16aaLL
+.	16gg
+8G 8B- 8c 8eJ	16ee
+.	16cc)JJ
+=	=
+8CL	8.a(L
+16r	.
+16A 16c 16fJk	16ggJk
+8A 8c 8fL	4ff)
+8A 8c 8fJ	.
+=	=
+8BB-L	16r
+.	16cc#(LL
+16r	16dd
+16B- 16d 16gJk	16ggJJ
+8B- 8d 8gL	16cccLL
+.	16bb-
+8B- 8d- 8gJ	16dd-
+.	16bb-)JJ
+=	=
+8CL	16bb-(LL
+.	16aa)
+16r	16aa(
+16A 16c 16fJk	16cc)JJ
+8A 8c 8fL	4cc
+8A 8c 8fJ	.
+=	=
+8DL	16r
+.	16bnLL
+8G 8Bn 8fJ	16b
+.	16aaJJ
+8EL	16aaLL
+.	16gg
+8B- 8c 8gJ	16gg
+.	16eeJJ
+=	=
+8FL	16ffLL
+.	16a(
+16r	16ff)
+16A 16c 16fJk	16cc(JJ
+8A 8c 8fL	16aa)LL
+.	16ff(
+8A 8c 8fJ	16ccc)
+.	16aaJJ
+=	=
+4F 4A 4c 4f	16fffLL
+.	16b-(
+.	16cc
+.	16eeJJ
+4r	16aa;LL
+.	16gg
+.	16ee
+.	16cc)JJ
+=:|!	=:|!
+4F 4A 4c 4f	8fff
+.	8aa(L
+4r	8gg#
+.	8aa)J
+=||	=||
+8AAA 8AAL	16bb-LL
+.	16cc#(
+16r	16ee
+16A 16c# 16gJk	16bb-)JJ
+8r	16bb-LL
+.	16cc#(
+8A 8c# 8g	16ff
+.	16bb-)JJ
+=	=
+8FFF 8AAL	16bb-LL
+.	16cc#(
+16r	16ee
+16A 16c# 16gJk	16bb-)JJ
+8r	16bb-LL
+.	16cc#(
+8A 8c# 8g	16ee
+.	16bb-)JJ
+=	=
+8DD 8DL	16bb-LL
+.	16dd(
+16r	16ff
+16A 16d 16fJk	16aa)JJ
+8r	16aaLL
+.	16dd(
+8A 8d 8f	16ff
+.	16aa)JJ
+=	=
+8FF 8FL	16aaLL
+.	16dd(
+16r	16ff
+16A 16d 16fJk	16aa)JJ
+8r	16aaLL
+.	16aa-
+8A- 8d 8f	16aa-
+.	16ggJJ
+=	=

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/canonical/prediction_token_ids.json

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multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/canonical/summary.json

@@ -0,0 +1,17 @@
+{
+  "checkpoint": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_6.ckpt",
+  "device": "cuda",
+  "direct_verovio_render": null,
+  "elapsed_sec": 7.175761871039867,
+  "input": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/benchmarks/free-generation/atrahente-s70r30-free-generation/ground_truth_normalized_manual_clean_render/ground_truth_normalized_manual_clean_canonical_verovio.png",
+  "input_image": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/canonical/ground_truth_normalized_manual_clean_canonical_verovio_input.png",
+  "input_page": 1,
+  "max_length": 2048,
+  "pred_token_count": 1213,
+  "prediction": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/canonical/prediction.krn",
+  "prediction_token_ids": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/canonical/prediction_token_ids.json",
+  "render": {
+    "ok": false,
+    "reason": "skipped_by_request"
+  }
+}

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/original/command.log

@@ -0,0 +1,54 @@
+Skipping import of cpp extensions due to incompatible torch version 2.11.0+cu129 for torchao version 0.15.0             Please see https://github.com/pytorch/ao/issues/2919 for more info
+[transformers] You are using a model of type `vit_mae` to instantiate a model of type `vit`. This may be expected if you are loading a checkpoint that shares a subset of the architecture (e.g., loading a `sam2_video` checkpoint into `Sam2Model`), but is otherwise not supported and can yield errors. Please verify that the checkpoint is compatible with the model you are instantiating.
+
+[transformers] ViTModel LOAD REPORT from: PRAIG/musvit
+Key                                                                     | Status     | 
+------------------------------------------------------------------------+------------+-
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.o_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.k_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.v_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_after.weight  | UNEXPECTED | 
+decoder.decoder_norm.weight                                             | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc1.weight          | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.q_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.q_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_after.bias    | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.v_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.k_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc1.bias            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_before.weight | UNEXPECTED | 
+decoder.mask_token                                                      | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.o_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc2.weight          | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc2.bias            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_before.bias   | UNEXPECTED | 
+decoder.decoder_pos_embed                                               | UNEXPECTED | 
+decoder.decoder_embed.weight                                            | UNEXPECTED | 
+decoder.decoder_pred.bias                                               | UNEXPECTED | 
+decoder.decoder_pred.weight                                             | UNEXPECTED | 
+decoder.decoder_embed.bias                                              | UNEXPECTED | 
+decoder.decoder_norm.bias                                               | UNEXPECTED | 
+pooler.dense.bias                                                       | MISSING    | 
+pooler.dense.weight                                                     | MISSING    | 
+
+Notes:
+- UNEXPECTED:	can be ignored when loading from different task/architecture; not ok if you expect identical arch.
+- MISSING:	those params were newly initialized because missing from the checkpoint. Consider training on your downstream task.
+{
+  "checkpoint": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_6.ckpt",
+  "device": "cuda",
+  "direct_verovio_render": null,
+  "elapsed_sec": 7.310388556914404,
+  "input": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/benchmarks/free-generation/atrahente-s70r30-free-generation/page1/Atrahente_page_001.png",
+  "input_image": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/original/Atrahente_page_001_input.png",
+  "input_page": 1,
+  "max_length": 2048,
+  "pred_token_count": 1231,
+  "prediction": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/original/prediction.krn",
+  "prediction_token_ids": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/original/prediction_token_ids.json",
+  "render": {
+    "ok": false,
+    "reason": "skipped_by_request"
+  },
+  "summary": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/original/summary.json"
+}

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/original/prediction.krn

@@ -0,0 +1,224 @@
+*clefF4	*clefG2
+*k[b-]	*k[b-]
+*M2/4	*M2/4
+8c 8f	8cccL
+*clefG2	*
+.	8bq
+8aL	8ccJ
+.	8bq
+8b-J	8ccL
+.	8bbnq(
+8f# 8aL	8ccc)J
+=	=
+.	8aanq(
+8g 8b-J	8ccc)L
+.	8bnq
+8aL	8ccJ
+.	8bq
+8b-J	8ccL
+.	8bbq
+8f# 8aL	8cccJ
+=	=
+.	8bbnq(
+8g 8b-J	8ccc)L
+.	8bbq
+8f# 8aL	8ccc
+.	8bbq
+8g 8b-J	8ccc)
+.	8bbq
+8f# 8a	8cccJ
+=	=
+.	8bbq
+8g 8b-L	8cccL
+.	8bbq
+8f# 8aJ	8ccc
+.	8bbq
+8g 8b-L	8ccc
+.	8bbq
+8f# 8aJ	8cccJ
+=	=
+*	*8va
+4g 4b-	16cccc;(LL
+.	16bb-(
+.	16ccc
+.	16eeeJJ
+4r	16aaa;)LL
+.	16ggg
+.	16eee(
+.	16cccJJ
+*clefF4	*
+==	==
+8CL	8.bb-(L
+16r	.
+16G 16B- 16c 16eJk	16aaJk
+8G 8B- 8c 8eL	4gg)
+8G 8B- 8c 8eJ	.
+=	=
+8CL	16r
+.	16b-(LL
+16r	16cc
+16B- 16c 16eJk	16eeJJ
+8B- 8c 8eL	16aaLL
+.	16gg
+8B- 8c 8eJ	16ee
+.	16b-)JJ
+=	=
+8CL	8.a(L
+16r	.
+16A 16c 16fJk	16ggJk
+8A 8c 8fL	4ff)
+8A 8c 8fJ	.
+=	=
+8CL	16r
+.	16g#(LL
+16r	16a
+16A 16c 16fJk	16ccJJ
+8A 8c 8fL	16ggLL
+.	16ff
+8A- 8c 8fJ	16cc
+.	16a-)JJ
+=	=
+8G 8c 8eL	8g(L
+16r	16ccL
+16G 16c 16eJk	16eeJJ
+8G 8c 8eL	16ggLL
+.	16ccc
+8G 8c 8eJ	16eee
+.	16bbb-)JJ
+=	=
+8GG	16ccccLL
+.	16bbb-
+16r	16bbb-
+16G 16Bn 16f	16aaa#JJ
+8G 8B 8fL	16aaaLL
+.	16aaa-
+8G 8B 8fJ	16aaa
+.	16gggJJ
+=	=
+8CL	16gggLL
+.	16ccc
+16r	16ccc
+16G 16B- 16c 16eJk	16bb-JJ
+8G 8B- 8c 8eL	16bb-LL
+.	16gg
+8G 8B- 8c 8eJ	16gg
+.	16eeJJ
+=	=
+4B- 4c 4e 4a	16eeLL
+.	16b-(
+.	16cc
+.	16eeJJ
+4r	16aa;)LL
+.	16gg(
+.	16ee
+.	16cc)JJ
+=	=
+8CL	8.b-(L
+16r	.
+16G 16B- 16c 16eJk	16aaJk
+8G 8B- 8c 8eL	4gg)
+8G 8B- 8c 8eJ	.
+=	=
+8CL	16r
+.	16b-(LL
+16r	16cc
+16G 16B- 16c 16eJk	16eeJJ
+8G 8B- 8c 8eL	16aaLL
+.	16gg
+8G 8B- 8c 8eJ	16ee
+.	16cc)JJ
+=	=
+8CL	8.a(L
+16r	.
+16A 16c 16fJk	16ggJk
+8A 8c 8fL	4ff)
+8A 8c 8fJ	.
+=	=
+8BB-L	8r
+.	16cc#(LL
+16r	16dd
+16B- 16d 16gJJ	16ggJJ
+8B- 8d 8gL	16cccLL
+.	16bb-
+8B- 8d- 8gJ	16dd-
+.	16bb-)JJ
+=	=
+8CL	16bb-(LL
+.	16aa)
+16r	16aa(
+16A 16c 16fJk	16cc)JJ
+8A 8c 8fL	4cc
+8A 8c 8fJ	.
+=	=
+8DL	16r
+.	16bnLL
+8G 8Bn 8fJ	16b
+.	16aaJJ
+8EL	16aaLL
+.	16gg
+8B- 8c 8gJ	16gg
+.	16eeJJ
+=	=
+8FL	16ffLL
+.	16a(
+16r	16ff)
+16A 16c 16fJk	16cc[JJ
+8A 8c 8fL	16aa]LL
+.	16ff(
+8A 8c 8fJ	16ccc)
+.	16aa(JJ
+=	=
+4F 4A 4c 4f	16fff)LL
+.	16b-(
+.	16cc
+.	16eeJJ
+*	*8va
+4r	16aaa;(LL
+.	16ggg
+.	16eee
+.	16ccc)JJ
+=:|!	=:|!
+8F 8A 8c 8f	8cccc
+*	*X8va
+8r	8aa(L
+*	*8va
+4r	8gg#
+.	8aa)J
+*	*X8va
+=	=
+8AAA 8AAL	16bb-LL
+.	16cc#(
+16r	16ee
+16A 16c# 16gJk	16bb-)JJ
+8r	16bb-(LL
+.	16cc#(
+8A 8c# 8g	16ee
+.	16bb-)JJ
+=	=
+8AAA 8AAL	16bb-LL
+.	16cc#(
+16r	16ee
+16A 16c# 16gJk	16bb-)JJ
+8r	16bb-(LL
+.	16cc#(
+8A 8c# 8g	16ee
+.	16bb-)JJ
+=	=
+8DD 8DL	16bb-LL
+.	16dd(
+16r	16ff
+16A 16d 16fJJ	16aa)JJ
+8r	16aaLL
+.	16dd(
+8A 8d 8f	16ff
+.	16aa)JJ
+=	=
+8FF 8FL	16aaLL
+.	16dd(
+16r	16ff
+16A 16d 16fJk	16aa)JJ
+8r	16aaLL
+.	16aa-
+8A- 8d 8f	16aa-
+.	16ggJJ
+=	=

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/original/prediction_token_ids.json

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multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/original/summary.json

@@ -0,0 +1,17 @@
+{
+  "checkpoint": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_6.ckpt",
+  "device": "cuda",
+  "direct_verovio_render": null,
+  "elapsed_sec": 7.310388556914404,
+  "input": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/benchmarks/free-generation/atrahente-s70r30-free-generation/page1/Atrahente_page_001.png",
+  "input_image": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/original/Atrahente_page_001_input.png",
+  "input_page": 1,
+  "max_length": 2048,
+  "pred_token_count": 1231,
+  "prediction": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/original/prediction.krn",
+  "prediction_token_ids": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/atrahente/original/prediction_token_ids.json",
+  "render": {
+    "ok": false,
+    "reason": "skipped_by_request"
+  }
+}

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/polish21/augmented/command.log

@@ -0,0 +1,54 @@
+Skipping import of cpp extensions due to incompatible torch version 2.11.0+cu129 for torchao version 0.15.0             Please see https://github.com/pytorch/ao/issues/2919 for more info
+[transformers] You are using a model of type `vit_mae` to instantiate a model of type `vit`. This may be expected if you are loading a checkpoint that shares a subset of the architecture (e.g., loading a `sam2_video` checkpoint into `Sam2Model`), but is otherwise not supported and can yield errors. Please verify that the checkpoint is compatible with the model you are instantiating.
+
+[transformers] ViTModel LOAD REPORT from: PRAIG/musvit
+Key                                                                     | Status     | 
+------------------------------------------------------------------------+------------+-
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.k_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_before.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.v_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_before.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.v_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc1.weight          | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc1.bias            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc2.weight          | UNEXPECTED | 
+decoder.decoder_pos_embed                                               | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.o_proj.bias   | UNEXPECTED | 
+decoder.decoder_pred.bias                                               | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.q_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.k_proj.bias   | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_after.weight  | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.mlp.fc2.bias            | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.o_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.attention.q_proj.weight | UNEXPECTED | 
+decoder.decoder_layers.{0, 1, 2, 3, 4, 5, 6, 7}.layernorm_after.bias    | UNEXPECTED | 
+decoder.mask_token                                                      | UNEXPECTED | 
+decoder.decoder_embed.weight                                            | UNEXPECTED | 
+decoder.decoder_pred.weight                                             | UNEXPECTED | 
+decoder.decoder_embed.bias                                              | UNEXPECTED | 
+decoder.decoder_norm.weight                                             | UNEXPECTED | 
+decoder.decoder_norm.bias                                               | UNEXPECTED | 
+pooler.dense.bias                                                       | MISSING    | 
+pooler.dense.weight                                                     | MISSING    | 
+
+Notes:
+- UNEXPECTED:	can be ignored when loading from different task/architecture; not ok if you expect identical arch.
+- MISSING:	those params were newly initialized because missing from the checkpoint. Consider training on your downstream task.
+{
+  "checkpoint": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_6.ckpt",
+  "device": "cuda",
+  "direct_verovio_render": null,
+  "elapsed_sec": 6.191750355064869,
+  "input": "/gpfs/scrubbed/qxli2/rescore/examples/polish21/augmented_seed_20260826_selected.png",
+  "input_image": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/polish21/augmented/augmented_seed_20260826_selected_input.png",
+  "input_page": 1,
+  "max_length": 2048,
+  "pred_token_count": 1051,
+  "prediction": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/polish21/augmented/prediction.krn",
+  "prediction_token_ids": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/polish21/augmented/prediction_token_ids.json",
+  "render": {
+    "ok": false,
+    "reason": "skipped_by_request"
+  },
+  "summary": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/polish21/augmented/summary.json"
+}

multiview-renderswitch-encoder-only/free-generation-checkpoints/runs/epoch_6/polish21/augmented/prediction.krn

@@ -0,0 +1,180 @@
+*clefF4	*clefG2
+*k[f#c#]	*k[f#c#]
+4BBB- 4BB-	4E 4cn
+4AAA 4AA	4E 4c
+4GGG 4GG	8E( 8cL
+.	8G 8d
+4AAA 4AA	8cn 8e
+.	8d 8fnJ
+=	=
+4BBB- 4BB-	8e 8gL
+.	8d 8fn
+4AAA 4AA	8cn 8e
+.	8d) 8fJ
+4GGG 4GG	4e 4g
+4AAA 4AA	4c 4e 4ccn
+=	=
+4BBB- 4BB-	4e 4ccn
+4AAA 4AA	4e 4cc
+4GGG 4GG	8e( 8ccL
+.	8g 8dd
+4AAA 4AA	8cc 8ee
+.	8dd 8ffnJ
+=	=
+4BBB- 4BB-	8ee 8ggL
+.	8dd 8ffn
+4AAA 4AA	8ccn 8ee
+.	8dd) 8ffJ
+4GGG 4GG	4ee 4gg
+4AAA 4AA	4cc 4ee 4cccn
+=	=
+4FFFn 4FFn	4ffn 4aa 4fffn
+4Fn 4A 4cn	4fn 4a 4ccn
+8F( 8B- 8dL	8f( 8b- 8ddL
+8e	8ee
+8c	8cc
+8dJ	8ddJ
+=	=
+8B-L	8b-L
+8cn	8ccn
+8A	8a
+8B-)J	8b-)J
+4G	4g
+4BB- 4B-	4e 4g 4cc
+=	=
+4AA(( 4A	4d(( 4fn 4ccn
+4GG 4G	8b-L
+.	8aJ
+4FF)) 4Fn	4d)) 4g 4b-
+4EE 4E	4cn 4g 4ccn
+=	=
+4DD 4D	8cn( 8fn 8aL
+.	8g
+4CCn 4Cn	8e
+.	8f)J
+4BBBn 4BBn	4d
+4GGG 4GG	4Bn 4d 4g
+=	=
+4CCn	4cn 4e 4g
+4Cn	4c 4e 4g
+4AAA	8c( 8e 8aL
+.	8fn
+4AA	8d
+.	8e)J
+=	=
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+.	8e
+4D	8cn
+.	8d)J
+4GGG	4B-
+4GG	4B- 4d 4g
+=	=
+4Cn	8g( 8ccn 8eeL
+.	8dd
+4cn	8b-
+.	8cc)J
+4FFn	4a
+4Fn	4a 4cc 4ffn
+=	=
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+.	8cccn
+4b-	8aa
+.	8bb-)J
+4E-	4gg
+4e-	4gg 4bb- 4eee-
+=	=
+4AA	8en( 8a 8cc#L
+.	8b-
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+.	8a)J
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+=	=
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+.	8bb-
+4a	8gg
+.	8aa)J
+4D	4ffn
+4d	4ff 4aa 4ddd
+=	=
+8A(L	4e 4a 4cc#
+8B-	.
+8G	4r
+8AJ	.
+8FnL	8a( 8ddL
+8G	8b-
+8E	8g
+8FJ	8aJ
+=	=
+8DL	8fnL
+8E	8g
+8Cn	8e
+8DJ	8fJ
+8BB-L	8dL
+8C	8e
+8AA	8cn
+8BB-)J	8d)J
+=	=
+4r	8cn(L
+.	8d
+4FFn: 4Cn: 4A:	8fn
+.	8ccn 8eenJ
+4r	8ddL
+.	8b-
+4BB- 4D 4B-	8f
+.	8d)J
+=	=
+4r	8cn(L
+.	8d
+4FFn: 4Cn: 4A:	8fn
+.	8ccn 8ggnJ
+4r	8ddL
+.	8b-
+4BB- 4D 4B-	8f
+.	8d)J
+=	=
+4r	8cn(L
+.	8d
+4FFn: 4Cn: 4A:	8e
+.	8a 8eeJ
+4r	8ddL
+.	8b-
+4BB- 4D 4B-	8fn
+.	8d)J
+=	=
+4r	8cn(L
+.	8d
+4FFn: 4Cn: 4A:	8e
+.	8a 8eeJ
+4r	8ddL
+.	8b-
+4BB- 4D 4B-	8fn
+.	8d)J
+=	=
+4r	8c#(L
+.	8d
+4FFn: 4C#: 4B-:	8e
+.	8b- 8eeJ
+4r	8ddL
+.	8b-
+4BB- 4D 4B-	8fn
+.	8d)J
+=	=
+4r	8c#(L
+.	8d
+4FFn: 4C#: 4B-:	8e
+.	8b- 8eeJ
+4r	8ddL
+.	8b-
+4BB- 4D 4B-	8fn
+.	8d)J
+=	=
+4r	8c#(L
+.	8d
+4FFn: 4C#: 4B-:	8e
+.	8b- 8eeJ
+2r	8ddL
+.	8b-
+.	8fn
+.	8d)J
+=	=