diff --git a/paper/experiments/normalized_results/memory_manifest.jsonl b/paper/experiments/normalized_results/memory_manifest.jsonl
index 63bdeba..39cb224 100644
--- a/paper/experiments/normalized_results/memory_manifest.jsonl
+++ b/paper/experiments/normalized_results/memory_manifest.jsonl
@@ -1,108 +1,108 @@
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diff --git a/paper/experiments/normalized_results/organ3d/n_100/bispectrum_C_ch4_8_seed101112_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/bispectrum_C_ch4_8_seed101112_n100/results.json
new file mode 100644
index 0000000..d147a90
--- /dev/null
+++ b/paper/experiments/normalized_results/organ3d/n_100/bispectrum_C_ch4_8_seed101112_n100/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/organ3d/n_100/bispectrum_C_ch4_8_seed456_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/bispectrum_C_ch4_8_seed456_n100/results.json
new file mode 100644
index 0000000..3012bab
--- /dev/null
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diff --git a/paper/experiments/normalized_results/organ3d/n_100/bispectrum_C_ch4_8_seed789_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/bispectrum_C_ch4_8_seed789_n100/results.json
new file mode 100644
index 0000000..d841dba
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/organ3d/n_100/bispectrum_R_ch4_8_seed101112_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/bispectrum_R_ch4_8_seed101112_n100/results.json
new file mode 100644
index 0000000..d1485c3
--- /dev/null
+++ b/paper/experiments/normalized_results/organ3d/n_100/bispectrum_R_ch4_8_seed101112_n100/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/organ3d/n_100/bispectrum_R_ch4_8_seed123_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/bispectrum_R_ch4_8_seed123_n100/results.json
new file mode 100644
index 0000000..6d05e4c
--- /dev/null
+++ b/paper/experiments/normalized_results/organ3d/n_100/bispectrum_R_ch4_8_seed123_n100/results.json
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diff --git a/paper/experiments/normalized_results/organ3d/n_100/bispectrum_R_ch4_8_seed456_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/bispectrum_R_ch4_8_seed456_n100/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/organ3d/n_100/bispectrum_R_ch4_8_seed789_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/bispectrum_R_ch4_8_seed789_n100/results.json
new file mode 100644
index 0000000..2afe217
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/organ3d/n_100/max_pool_C_ch4_8_seed101112_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/max_pool_C_ch4_8_seed101112_n100/results.json
new file mode 100644
index 0000000..215a4b8
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diff --git a/paper/experiments/normalized_results/organ3d/n_100/max_pool_C_ch4_8_seed456_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/max_pool_C_ch4_8_seed456_n100/results.json
new file mode 100644
index 0000000..df9aa4b
--- /dev/null
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diff --git a/paper/experiments/normalized_results/organ3d/n_100/max_pool_C_ch4_8_seed789_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/max_pool_C_ch4_8_seed789_n100/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/organ3d/n_100/max_pool_R_ch4_8_seed101112_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/max_pool_R_ch4_8_seed101112_n100/results.json
new file mode 100644
index 0000000..08cfd74
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diff --git a/paper/experiments/normalized_results/organ3d/n_100/max_pool_R_ch4_8_seed123_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/max_pool_R_ch4_8_seed123_n100/results.json
new file mode 100644
index 0000000..c00deac
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diff --git a/paper/experiments/normalized_results/organ3d/n_100/max_pool_R_ch4_8_seed456_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/max_pool_R_ch4_8_seed456_n100/results.json
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diff --git a/paper/experiments/normalized_results/organ3d/n_100/max_pool_R_ch4_8_seed789_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/max_pool_R_ch4_8_seed789_n100/results.json
new file mode 100644
index 0000000..c395bae
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diff --git a/paper/experiments/normalized_results/organ3d/n_100/standard_C_ch4_8_seed101112_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/standard_C_ch4_8_seed101112_n100/results.json
new file mode 100644
index 0000000..dfaa636
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diff --git a/paper/experiments/normalized_results/organ3d/n_100/standard_C_ch4_8_seed456_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/standard_C_ch4_8_seed456_n100/results.json
new file mode 100644
index 0000000..6da13bd
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diff --git a/paper/experiments/normalized_results/organ3d/n_100/standard_C_ch4_8_seed789_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/standard_C_ch4_8_seed789_n100/results.json
new file mode 100644
index 0000000..90ed0ae
--- /dev/null
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diff --git a/paper/experiments/normalized_results/organ3d/n_100/standard_R_ch4_8_seed101112_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/standard_R_ch4_8_seed101112_n100/results.json
new file mode 100644
index 0000000..26178cc
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diff --git a/paper/experiments/normalized_results/organ3d/n_100/standard_R_ch4_8_seed123_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/standard_R_ch4_8_seed123_n100/results.json
new file mode 100644
index 0000000..ff1755b
--- /dev/null
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diff --git a/paper/experiments/normalized_results/organ3d/n_100/standard_R_ch4_8_seed456_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/standard_R_ch4_8_seed456_n100/results.json
new file mode 100644
index 0000000..af65b93
--- /dev/null
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diff --git a/paper/experiments/normalized_results/organ3d/n_100/standard_R_ch4_8_seed789_n100/results.json b/paper/experiments/normalized_results/organ3d/n_100/standard_R_ch4_8_seed789_n100/results.json
new file mode 100644
index 0000000..977bda2
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diff --git a/paper/experiments/normalized_results/organ3d/n_500/bispectrum_C_ch4_8_seed101112_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/bispectrum_C_ch4_8_seed101112_n500/results.json
new file mode 100644
index 0000000..192c1ef
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diff --git a/paper/experiments/normalized_results/organ3d/n_500/bispectrum_C_ch4_8_seed456_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/bispectrum_C_ch4_8_seed456_n500/results.json
new file mode 100644
index 0000000..44f1e09
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diff --git a/paper/experiments/normalized_results/organ3d/n_500/bispectrum_C_ch4_8_seed789_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/bispectrum_C_ch4_8_seed789_n500/results.json
new file mode 100644
index 0000000..09a10a4
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diff --git a/paper/experiments/normalized_results/organ3d/n_500/bispectrum_R_ch4_8_seed101112_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/bispectrum_R_ch4_8_seed101112_n500/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/organ3d/n_500/bispectrum_R_ch4_8_seed123_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/bispectrum_R_ch4_8_seed123_n500/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/organ3d/n_500/bispectrum_R_ch4_8_seed456_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/bispectrum_R_ch4_8_seed456_n500/results.json
new file mode 100644
index 0000000..d5884d3
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diff --git a/paper/experiments/normalized_results/organ3d/n_500/bispectrum_R_ch4_8_seed789_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/bispectrum_R_ch4_8_seed789_n500/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/organ3d/n_500/max_pool_C_ch4_8_seed101112_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/max_pool_C_ch4_8_seed101112_n500/results.json
new file mode 100644
index 0000000..01af575
--- /dev/null
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/organ3d/n_500/max_pool_C_ch4_8_seed456_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/max_pool_C_ch4_8_seed456_n500/results.json
new file mode 100644
index 0000000..1cb3032
--- /dev/null
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diff --git a/paper/experiments/normalized_results/organ3d/n_500/max_pool_C_ch4_8_seed789_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/max_pool_C_ch4_8_seed789_n500/results.json
new file mode 100644
index 0000000..29f8be2
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diff --git a/paper/experiments/normalized_results/organ3d/n_500/max_pool_R_ch4_8_seed101112_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/max_pool_R_ch4_8_seed101112_n500/results.json
new file mode 100644
index 0000000..78f16a1
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diff --git a/paper/experiments/normalized_results/organ3d/n_500/max_pool_R_ch4_8_seed123_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/max_pool_R_ch4_8_seed123_n500/results.json
new file mode 100644
index 0000000..b6bc161
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diff --git a/paper/experiments/normalized_results/organ3d/n_500/max_pool_R_ch4_8_seed456_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/max_pool_R_ch4_8_seed456_n500/results.json
new file mode 100644
index 0000000..0c60ff7
--- /dev/null
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diff --git a/paper/experiments/normalized_results/organ3d/n_500/max_pool_R_ch4_8_seed789_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/max_pool_R_ch4_8_seed789_n500/results.json
new file mode 100644
index 0000000..de47c26
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diff --git a/paper/experiments/normalized_results/organ3d/n_500/standard_C_ch4_8_seed101112_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/standard_C_ch4_8_seed101112_n500/results.json
new file mode 100644
index 0000000..51910b2
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diff --git a/paper/experiments/normalized_results/organ3d/n_500/standard_C_ch4_8_seed456_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/standard_C_ch4_8_seed456_n500/results.json
new file mode 100644
index 0000000..b9fdd23
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/organ3d/n_500/standard_C_ch4_8_seed789_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/standard_C_ch4_8_seed789_n500/results.json
new file mode 100644
index 0000000..3cc7500
--- /dev/null
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diff --git a/paper/experiments/normalized_results/organ3d/n_500/standard_R_ch4_8_seed101112_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/standard_R_ch4_8_seed101112_n500/results.json
new file mode 100644
index 0000000..1fd1335
--- /dev/null
+++ b/paper/experiments/normalized_results/organ3d/n_500/standard_R_ch4_8_seed101112_n500/results.json
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diff --git a/paper/experiments/normalized_results/organ3d/n_500/standard_R_ch4_8_seed123_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/standard_R_ch4_8_seed123_n500/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/organ3d/n_500/standard_R_ch4_8_seed456_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/standard_R_ch4_8_seed456_n500/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/organ3d/n_500/standard_R_ch4_8_seed789_n500/results.json b/paper/experiments/normalized_results/organ3d/n_500/standard_R_ch4_8_seed789_n500/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/organ3d/n_full/bispectrum_C_ch4_8_seed101112/results.json b/paper/experiments/normalized_results/organ3d/n_full/bispectrum_C_ch4_8_seed101112/results.json
new file mode 100644
index 0000000..5af114e
--- /dev/null
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diff --git a/paper/experiments/normalized_results/organ3d/n_full/bispectrum_C_ch4_8_seed456/results.json b/paper/experiments/normalized_results/organ3d/n_full/bispectrum_C_ch4_8_seed456/results.json
new file mode 100644
index 0000000..5e6f38e
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diff --git a/paper/experiments/normalized_results/organ3d/n_full/bispectrum_C_ch4_8_seed789/results.json b/paper/experiments/normalized_results/organ3d/n_full/bispectrum_C_ch4_8_seed789/results.json
new file mode 100644
index 0000000..a633f21
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diff --git a/paper/experiments/normalized_results/organ3d/n_full/bispectrum_R_ch4_8_seed101112/results.json b/paper/experiments/normalized_results/organ3d/n_full/bispectrum_R_ch4_8_seed101112/results.json
new file mode 100644
index 0000000..da01439
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diff --git a/paper/experiments/normalized_results/organ3d/n_full/bispectrum_R_ch4_8_seed123/results.json b/paper/experiments/normalized_results/organ3d/n_full/bispectrum_R_ch4_8_seed123/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/organ3d/n_full/bispectrum_R_ch4_8_seed456/results.json b/paper/experiments/normalized_results/organ3d/n_full/bispectrum_R_ch4_8_seed456/results.json
new file mode 100644
index 0000000..c3fc267
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diff --git a/paper/experiments/normalized_results/organ3d/n_full/bispectrum_R_ch4_8_seed789/results.json b/paper/experiments/normalized_results/organ3d/n_full/bispectrum_R_ch4_8_seed789/results.json
new file mode 100644
index 0000000..9ec3b07
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/organ3d/n_full/max_pool_C_ch4_8_seed101112/results.json b/paper/experiments/normalized_results/organ3d/n_full/max_pool_C_ch4_8_seed101112/results.json
new file mode 100644
index 0000000..55d791a
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diff --git a/paper/experiments/normalized_results/organ3d/n_full/max_pool_C_ch4_8_seed456/results.json b/paper/experiments/normalized_results/organ3d/n_full/max_pool_C_ch4_8_seed456/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/organ3d/n_full/max_pool_C_ch4_8_seed789/results.json b/paper/experiments/normalized_results/organ3d/n_full/max_pool_C_ch4_8_seed789/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/organ3d/n_full/max_pool_R_ch4_8_seed101112/results.json b/paper/experiments/normalized_results/organ3d/n_full/max_pool_R_ch4_8_seed101112/results.json
new file mode 100644
index 0000000..8173def
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diff --git a/paper/experiments/normalized_results/organ3d/n_full/max_pool_R_ch4_8_seed123/results.json b/paper/experiments/normalized_results/organ3d/n_full/max_pool_R_ch4_8_seed123/results.json
new file mode 100644
index 0000000..c29b1c6
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diff --git a/paper/experiments/normalized_results/organ3d/n_full/max_pool_R_ch4_8_seed456/results.json b/paper/experiments/normalized_results/organ3d/n_full/max_pool_R_ch4_8_seed456/results.json
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diff --git a/paper/experiments/normalized_results/organ3d/n_full/max_pool_R_ch4_8_seed789/results.json b/paper/experiments/normalized_results/organ3d/n_full/max_pool_R_ch4_8_seed789/results.json
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diff --git a/paper/experiments/normalized_results/organ3d/n_full/standard_C_ch4_8_seed101112/results.json b/paper/experiments/normalized_results/organ3d/n_full/standard_C_ch4_8_seed101112/results.json
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new file mode 100644
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diff --git a/paper/experiments/normalized_results/organ3d/n_full/standard_C_ch4_8_seed789/results.json b/paper/experiments/normalized_results/organ3d/n_full/standard_C_ch4_8_seed789/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/organ3d/n_full/standard_R_ch4_8_seed101112/results.json b/paper/experiments/normalized_results/organ3d/n_full/standard_R_ch4_8_seed101112/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/organ3d/n_full/standard_R_ch4_8_seed123/results.json b/paper/experiments/normalized_results/organ3d/n_full/standard_R_ch4_8_seed123/results.json
new file mode 100644
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new file mode 100644
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diff --git a/paper/experiments/normalized_results/organ3d/n_full/standard_R_ch4_8_seed789/results.json b/paper/experiments/normalized_results/organ3d/n_full/standard_R_ch4_8_seed789/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/pcam/n_100/bispectrum_c8_gr4_C_seed101112_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/bispectrum_c8_gr4_C_seed101112_n100/results.json
new file mode 100644
index 0000000..212a67b
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diff --git a/paper/experiments/normalized_results/pcam/n_100/bispectrum_c8_gr4_C_seed456_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/bispectrum_c8_gr4_C_seed456_n100/results.json
new file mode 100644
index 0000000..a2bd34e
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diff --git a/paper/experiments/normalized_results/pcam/n_100/bispectrum_c8_gr4_C_seed789_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/bispectrum_c8_gr4_C_seed789_n100/results.json
new file mode 100644
index 0000000..b6ab702
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diff --git a/paper/experiments/normalized_results/pcam/n_100/bispectrum_c8_gr4_R_seed456_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/bispectrum_c8_gr4_R_seed456_n100/results.json
new file mode 100644
index 0000000..0f98f22
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diff --git a/paper/experiments/normalized_results/pcam/n_100/bispectrum_c8_gr4_R_seed789_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/bispectrum_c8_gr4_R_seed789_n100/results.json
new file mode 100644
index 0000000..368e1ab
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diff --git a/paper/experiments/normalized_results/pcam/n_100/fourier_elu_c8_gr4_C_seed101112_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/fourier_elu_c8_gr4_C_seed101112_n100/results.json
new file mode 100644
index 0000000..f53a068
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diff --git a/paper/experiments/normalized_results/pcam/n_100/fourier_elu_c8_gr4_C_seed456_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/fourier_elu_c8_gr4_C_seed456_n100/results.json
new file mode 100644
index 0000000..7bf6a59
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diff --git a/paper/experiments/normalized_results/pcam/n_100/fourier_elu_c8_gr4_C_seed789_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/fourier_elu_c8_gr4_C_seed789_n100/results.json
new file mode 100644
index 0000000..dd21b78
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diff --git a/paper/experiments/normalized_results/pcam/n_100/fourier_elu_c8_gr4_R_seed456_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/fourier_elu_c8_gr4_R_seed456_n100/results.json
new file mode 100644
index 0000000..0ce8f7b
--- /dev/null
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diff --git a/paper/experiments/normalized_results/pcam/n_100/fourier_elu_c8_gr4_R_seed789_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/fourier_elu_c8_gr4_R_seed789_n100/results.json
new file mode 100644
index 0000000..21dba36
--- /dev/null
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@@ -0,0 +1,102 @@
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diff --git a/paper/experiments/normalized_results/pcam/n_100/gate_c8_gr3_C_seed101112_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/gate_c8_gr3_C_seed101112_n100/results.json
new file mode 100644
index 0000000..65d1f3f
--- /dev/null
+++ b/paper/experiments/normalized_results/pcam/n_100/gate_c8_gr3_C_seed101112_n100/results.json
@@ -0,0 +1,102 @@
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/pcam/n_100/gate_c8_gr3_C_seed456_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/gate_c8_gr3_C_seed456_n100/results.json
new file mode 100644
index 0000000..6f0c5d1
--- /dev/null
+++ b/paper/experiments/normalized_results/pcam/n_100/gate_c8_gr3_C_seed456_n100/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_100/gate_c8_gr3_C_seed789_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/gate_c8_gr3_C_seed789_n100/results.json
new file mode 100644
index 0000000..94ee3c6
--- /dev/null
+++ b/paper/experiments/normalized_results/pcam/n_100/gate_c8_gr3_C_seed789_n100/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_100/gate_c8_gr3_R_seed456_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/gate_c8_gr3_R_seed456_n100/results.json
new file mode 100644
index 0000000..8db2fc0
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diff --git a/paper/experiments/normalized_results/pcam/n_100/gate_c8_gr3_R_seed789_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/gate_c8_gr3_R_seed789_n100/results.json
new file mode 100644
index 0000000..478e415
--- /dev/null
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diff --git a/paper/experiments/normalized_results/pcam/n_100/norm_c8_gr4_C_seed101112_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/norm_c8_gr4_C_seed101112_n100/results.json
new file mode 100644
index 0000000..9989030
--- /dev/null
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diff --git a/paper/experiments/normalized_results/pcam/n_100/norm_c8_gr4_C_seed456_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/norm_c8_gr4_C_seed456_n100/results.json
new file mode 100644
index 0000000..6831e98
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diff --git a/paper/experiments/normalized_results/pcam/n_100/norm_c8_gr4_C_seed789_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/norm_c8_gr4_C_seed789_n100/results.json
new file mode 100644
index 0000000..812d4d8
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diff --git a/paper/experiments/normalized_results/pcam/n_100/norm_c8_gr4_R_seed456_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/norm_c8_gr4_R_seed456_n100/results.json
new file mode 100644
index 0000000..00a1e30
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diff --git a/paper/experiments/normalized_results/pcam/n_100/norm_c8_gr4_R_seed789_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/norm_c8_gr4_R_seed789_n100/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/pcam/n_100/standard_c8_gr12_C_seed101112_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/standard_c8_gr12_C_seed101112_n100/results.json
new file mode 100644
index 0000000..fc6f1e4
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diff --git a/paper/experiments/normalized_results/pcam/n_100/standard_c8_gr12_C_seed456_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/standard_c8_gr12_C_seed456_n100/results.json
new file mode 100644
index 0000000..1a82ed5
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diff --git a/paper/experiments/normalized_results/pcam/n_100/standard_c8_gr12_C_seed789_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/standard_c8_gr12_C_seed789_n100/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/pcam/n_100/standard_c8_gr12_R_seed456_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/standard_c8_gr12_R_seed456_n100/results.json
new file mode 100644
index 0000000..d3778bf
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diff --git a/paper/experiments/normalized_results/pcam/n_100/standard_c8_gr12_R_seed789_n100/results.json b/paper/experiments/normalized_results/pcam/n_100/standard_c8_gr12_R_seed789_n100/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/pcam/n_12500/bispectrum_c8_gr4_C_seed456_n12500/results.json b/paper/experiments/normalized_results/pcam/n_12500/bispectrum_c8_gr4_C_seed456_n12500/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_12500/bispectrum_c8_gr4_C_seed789_n12500/results.json b/paper/experiments/normalized_results/pcam/n_12500/bispectrum_c8_gr4_C_seed789_n12500/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/pcam/n_12500/bispectrum_c8_gr4_R_seed456_n12500/results.json b/paper/experiments/normalized_results/pcam/n_12500/bispectrum_c8_gr4_R_seed456_n12500/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/pcam/n_12500/bispectrum_c8_gr4_R_seed789_n12500/results.json b/paper/experiments/normalized_results/pcam/n_12500/bispectrum_c8_gr4_R_seed789_n12500/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_12500/fourier_elu_c8_gr4_C_seed456_n12500/results.json b/paper/experiments/normalized_results/pcam/n_12500/fourier_elu_c8_gr4_C_seed456_n12500/results.json
new file mode 100644
index 0000000..525d389
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diff --git a/paper/experiments/normalized_results/pcam/n_12500/fourier_elu_c8_gr4_C_seed789_n12500/results.json b/paper/experiments/normalized_results/pcam/n_12500/fourier_elu_c8_gr4_C_seed789_n12500/results.json
new file mode 100644
index 0000000..4f46c4b
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diff --git a/paper/experiments/normalized_results/pcam/n_12500/fourier_elu_c8_gr4_R_seed456_n12500/results.json b/paper/experiments/normalized_results/pcam/n_12500/fourier_elu_c8_gr4_R_seed456_n12500/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_12500/fourier_elu_c8_gr4_R_seed789_n12500/results.json b/paper/experiments/normalized_results/pcam/n_12500/fourier_elu_c8_gr4_R_seed789_n12500/results.json
new file mode 100644
index 0000000..ead5408
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diff --git a/paper/experiments/normalized_results/pcam/n_12500/gate_c8_gr3_C_seed456_n12500/results.json b/paper/experiments/normalized_results/pcam/n_12500/gate_c8_gr3_C_seed456_n12500/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/pcam/n_12500/gate_c8_gr3_C_seed789_n12500/results.json b/paper/experiments/normalized_results/pcam/n_12500/gate_c8_gr3_C_seed789_n12500/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/pcam/n_12500/gate_c8_gr3_R_seed456_n12500/results.json b/paper/experiments/normalized_results/pcam/n_12500/gate_c8_gr3_R_seed456_n12500/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/pcam/n_12500/gate_c8_gr3_R_seed789_n12500/results.json b/paper/experiments/normalized_results/pcam/n_12500/gate_c8_gr3_R_seed789_n12500/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_12500/norm_c8_gr4_C_seed456_n12500/results.json b/paper/experiments/normalized_results/pcam/n_12500/norm_c8_gr4_C_seed456_n12500/results.json
new file mode 100644
index 0000000..915d7b2
--- /dev/null
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diff --git a/paper/experiments/normalized_results/pcam/n_12500/norm_c8_gr4_C_seed789_n12500/results.json b/paper/experiments/normalized_results/pcam/n_12500/norm_c8_gr4_C_seed789_n12500/results.json
new file mode 100644
index 0000000..3cafd84
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diff --git a/paper/experiments/normalized_results/pcam/n_12500/norm_c8_gr4_R_seed456_n12500/results.json b/paper/experiments/normalized_results/pcam/n_12500/norm_c8_gr4_R_seed456_n12500/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/pcam/n_12500/norm_c8_gr4_R_seed789_n12500/results.json b/paper/experiments/normalized_results/pcam/n_12500/norm_c8_gr4_R_seed789_n12500/results.json
new file mode 100644
index 0000000..f3ddc67
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diff --git a/paper/experiments/normalized_results/pcam/n_12500/standard_c8_gr12_C_seed456_n12500/results.json b/paper/experiments/normalized_results/pcam/n_12500/standard_c8_gr12_C_seed456_n12500/results.json
new file mode 100644
index 0000000..6a6afd7
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diff --git a/paper/experiments/normalized_results/pcam/n_12500/standard_c8_gr12_C_seed789_n12500/results.json b/paper/experiments/normalized_results/pcam/n_12500/standard_c8_gr12_C_seed789_n12500/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_12500/standard_c8_gr12_R_seed456_n12500/results.json b/paper/experiments/normalized_results/pcam/n_12500/standard_c8_gr12_R_seed456_n12500/results.json
new file mode 100644
index 0000000..b2a7353
--- /dev/null
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diff --git a/paper/experiments/normalized_results/pcam/n_12500/standard_c8_gr12_R_seed789_n12500/results.json b/paper/experiments/normalized_results/pcam/n_12500/standard_c8_gr12_R_seed789_n12500/results.json
new file mode 100644
index 0000000..1ac2982
--- /dev/null
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diff --git a/paper/experiments/normalized_results/pcam/n_2500/bispectrum_c8_gr4_C_seed456_n2500/results.json b/paper/experiments/normalized_results/pcam/n_2500/bispectrum_c8_gr4_C_seed456_n2500/results.json
new file mode 100644
index 0000000..f5afafb
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diff --git a/paper/experiments/normalized_results/pcam/n_2500/bispectrum_c8_gr4_C_seed789_n2500/results.json b/paper/experiments/normalized_results/pcam/n_2500/bispectrum_c8_gr4_C_seed789_n2500/results.json
new file mode 100644
index 0000000..cc3af85
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+++ b/paper/experiments/normalized_results/pcam/n_2500/bispectrum_c8_gr4_C_seed789_n2500/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_2500/bispectrum_c8_gr4_R_seed456_n2500/results.json b/paper/experiments/normalized_results/pcam/n_2500/bispectrum_c8_gr4_R_seed456_n2500/results.json
new file mode 100644
index 0000000..7d24d33
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diff --git a/paper/experiments/normalized_results/pcam/n_2500/bispectrum_c8_gr4_R_seed789_n2500/results.json b/paper/experiments/normalized_results/pcam/n_2500/bispectrum_c8_gr4_R_seed789_n2500/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_2500/fourier_elu_c8_gr4_C_seed456_n2500/results.json b/paper/experiments/normalized_results/pcam/n_2500/fourier_elu_c8_gr4_C_seed456_n2500/results.json
new file mode 100644
index 0000000..2439304
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diff --git a/paper/experiments/normalized_results/pcam/n_2500/fourier_elu_c8_gr4_C_seed789_n2500/results.json b/paper/experiments/normalized_results/pcam/n_2500/fourier_elu_c8_gr4_C_seed789_n2500/results.json
new file mode 100644
index 0000000..f7ede0a
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diff --git a/paper/experiments/normalized_results/pcam/n_2500/fourier_elu_c8_gr4_R_seed456_n2500/results.json b/paper/experiments/normalized_results/pcam/n_2500/fourier_elu_c8_gr4_R_seed456_n2500/results.json
new file mode 100644
index 0000000..a025141
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diff --git a/paper/experiments/normalized_results/pcam/n_2500/fourier_elu_c8_gr4_R_seed789_n2500/results.json b/paper/experiments/normalized_results/pcam/n_2500/fourier_elu_c8_gr4_R_seed789_n2500/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/pcam/n_2500/gate_c8_gr3_C_seed456_n2500/results.json b/paper/experiments/normalized_results/pcam/n_2500/gate_c8_gr3_C_seed456_n2500/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/pcam/n_2500/gate_c8_gr3_C_seed789_n2500/results.json b/paper/experiments/normalized_results/pcam/n_2500/gate_c8_gr3_C_seed789_n2500/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_2500/gate_c8_gr3_R_seed456_n2500/results.json b/paper/experiments/normalized_results/pcam/n_2500/gate_c8_gr3_R_seed456_n2500/results.json
new file mode 100644
index 0000000..5c45a19
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diff --git a/paper/experiments/normalized_results/pcam/n_2500/gate_c8_gr3_R_seed789_n2500/results.json b/paper/experiments/normalized_results/pcam/n_2500/gate_c8_gr3_R_seed789_n2500/results.json
new file mode 100644
index 0000000..f2922bb
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diff --git a/paper/experiments/normalized_results/pcam/n_2500/norm_c8_gr4_C_seed456_n2500/results.json b/paper/experiments/normalized_results/pcam/n_2500/norm_c8_gr4_C_seed456_n2500/results.json
new file mode 100644
index 0000000..cf17ae0
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diff --git a/paper/experiments/normalized_results/pcam/n_2500/norm_c8_gr4_C_seed789_n2500/results.json b/paper/experiments/normalized_results/pcam/n_2500/norm_c8_gr4_C_seed789_n2500/results.json
new file mode 100644
index 0000000..eba58b9
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diff --git a/paper/experiments/normalized_results/pcam/n_2500/norm_c8_gr4_R_seed456_n2500/results.json b/paper/experiments/normalized_results/pcam/n_2500/norm_c8_gr4_R_seed456_n2500/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/pcam/n_2500/norm_c8_gr4_R_seed789_n2500/results.json b/paper/experiments/normalized_results/pcam/n_2500/norm_c8_gr4_R_seed789_n2500/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/pcam/n_2500/standard_c8_gr12_C_seed456_n2500/results.json b/paper/experiments/normalized_results/pcam/n_2500/standard_c8_gr12_C_seed456_n2500/results.json
new file mode 100644
index 0000000..42462be
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diff --git a/paper/experiments/normalized_results/pcam/n_2500/standard_c8_gr12_C_seed789_n2500/results.json b/paper/experiments/normalized_results/pcam/n_2500/standard_c8_gr12_C_seed789_n2500/results.json
new file mode 100644
index 0000000..98ef487
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diff --git a/paper/experiments/normalized_results/pcam/n_2500/standard_c8_gr12_R_seed456_n2500/results.json b/paper/experiments/normalized_results/pcam/n_2500/standard_c8_gr12_R_seed456_n2500/results.json
new file mode 100644
index 0000000..940ff38
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diff --git a/paper/experiments/normalized_results/pcam/n_2500/standard_c8_gr12_R_seed789_n2500/results.json b/paper/experiments/normalized_results/pcam/n_2500/standard_c8_gr12_R_seed789_n2500/results.json
new file mode 100644
index 0000000..2bb05ef
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diff --git a/paper/experiments/normalized_results/pcam/n_500/bispectrum_c8_gr4_C_seed456_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/bispectrum_c8_gr4_C_seed456_n500/results.json
new file mode 100644
index 0000000..1074c3f
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diff --git a/paper/experiments/normalized_results/pcam/n_500/bispectrum_c8_gr4_C_seed789_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/bispectrum_c8_gr4_C_seed789_n500/results.json
new file mode 100644
index 0000000..1520063
--- /dev/null
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diff --git a/paper/experiments/normalized_results/pcam/n_500/bispectrum_c8_gr4_R_seed456_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/bispectrum_c8_gr4_R_seed456_n500/results.json
new file mode 100644
index 0000000..a4bc081
--- /dev/null
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diff --git a/paper/experiments/normalized_results/pcam/n_500/bispectrum_c8_gr4_R_seed789_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/bispectrum_c8_gr4_R_seed789_n500/results.json
new file mode 100644
index 0000000..7e008a2
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diff --git a/paper/experiments/normalized_results/pcam/n_500/fourier_elu_c8_gr4_C_seed456_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/fourier_elu_c8_gr4_C_seed456_n500/results.json
new file mode 100644
index 0000000..602f2a8
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+++ b/paper/experiments/normalized_results/pcam/n_500/fourier_elu_c8_gr4_C_seed456_n500/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_500/fourier_elu_c8_gr4_C_seed789_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/fourier_elu_c8_gr4_C_seed789_n500/results.json
new file mode 100644
index 0000000..6997e27
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diff --git a/paper/experiments/normalized_results/pcam/n_500/fourier_elu_c8_gr4_R_seed456_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/fourier_elu_c8_gr4_R_seed456_n500/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_500/fourier_elu_c8_gr4_R_seed789_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/fourier_elu_c8_gr4_R_seed789_n500/results.json
new file mode 100644
index 0000000..7ce863f
--- /dev/null
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diff --git a/paper/experiments/normalized_results/pcam/n_500/gate_c8_gr3_C_seed456_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/gate_c8_gr3_C_seed456_n500/results.json
new file mode 100644
index 0000000..9b8f339
--- /dev/null
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diff --git a/paper/experiments/normalized_results/pcam/n_500/gate_c8_gr3_C_seed789_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/gate_c8_gr3_C_seed789_n500/results.json
new file mode 100644
index 0000000..aad608e
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diff --git a/paper/experiments/normalized_results/pcam/n_500/gate_c8_gr3_R_seed456_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/gate_c8_gr3_R_seed456_n500/results.json
new file mode 100644
index 0000000..7a32053
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diff --git a/paper/experiments/normalized_results/pcam/n_500/gate_c8_gr3_R_seed789_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/gate_c8_gr3_R_seed789_n500/results.json
new file mode 100644
index 0000000..8575466
--- /dev/null
+++ b/paper/experiments/normalized_results/pcam/n_500/gate_c8_gr3_R_seed789_n500/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_500/norm_c8_gr4_C_seed456_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/norm_c8_gr4_C_seed456_n500/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/pcam/n_500/norm_c8_gr4_C_seed789_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/norm_c8_gr4_C_seed789_n500/results.json
new file mode 100644
index 0000000..2594e9e
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diff --git a/paper/experiments/normalized_results/pcam/n_500/norm_c8_gr4_R_seed456_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/norm_c8_gr4_R_seed456_n500/results.json
new file mode 100644
index 0000000..3ed4257
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diff --git a/paper/experiments/normalized_results/pcam/n_500/norm_c8_gr4_R_seed789_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/norm_c8_gr4_R_seed789_n500/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/pcam/n_500/standard_c8_gr12_C_seed101112_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/standard_c8_gr12_C_seed101112_n500/results.json
new file mode 100644
index 0000000..68b2950
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diff --git a/paper/experiments/normalized_results/pcam/n_500/standard_c8_gr12_C_seed456_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/standard_c8_gr12_C_seed456_n500/results.json
new file mode 100644
index 0000000..30b7284
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diff --git a/paper/experiments/normalized_results/pcam/n_500/standard_c8_gr12_C_seed789_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/standard_c8_gr12_C_seed789_n500/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/pcam/n_500/standard_c8_gr12_R_seed456_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/standard_c8_gr12_R_seed456_n500/results.json
new file mode 100644
index 0000000..15d636b
--- /dev/null
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diff --git a/paper/experiments/normalized_results/pcam/n_500/standard_c8_gr12_R_seed789_n500/results.json b/paper/experiments/normalized_results/pcam/n_500/standard_c8_gr12_R_seed789_n500/results.json
new file mode 100644
index 0000000..d3384df
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diff --git a/paper/experiments/normalized_results/pcam/n_full/bispectrum_c8_gr4_C_seed456/results.json b/paper/experiments/normalized_results/pcam/n_full/bispectrum_c8_gr4_C_seed456/results.json
new file mode 100644
index 0000000..a131e15
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diff --git a/paper/experiments/normalized_results/pcam/n_full/bispectrum_c8_gr4_C_seed789/results.json b/paper/experiments/normalized_results/pcam/n_full/bispectrum_c8_gr4_C_seed789/results.json
new file mode 100644
index 0000000..ebd15b7
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diff --git a/paper/experiments/normalized_results/pcam/n_full/bispectrum_c8_gr4_R_seed123/results.json b/paper/experiments/normalized_results/pcam/n_full/bispectrum_c8_gr4_R_seed123/results.json
new file mode 100644
index 0000000..797c038
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diff --git a/paper/experiments/normalized_results/pcam/n_full/bispectrum_c8_gr4_R_seed456/results.json b/paper/experiments/normalized_results/pcam/n_full/bispectrum_c8_gr4_R_seed456/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_full/fourier_elu_c8_gr4_C_seed456/results.json b/paper/experiments/normalized_results/pcam/n_full/fourier_elu_c8_gr4_C_seed456/results.json
new file mode 100644
index 0000000..7508c66
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diff --git a/paper/experiments/normalized_results/pcam/n_full/fourier_elu_c8_gr4_R_seed123/results.json b/paper/experiments/normalized_results/pcam/n_full/fourier_elu_c8_gr4_R_seed123/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/pcam/n_full/fourier_elu_c8_gr4_R_seed456/results.json b/paper/experiments/normalized_results/pcam/n_full/fourier_elu_c8_gr4_R_seed456/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_full/gate_c8_gr3_C_seed456/results.json b/paper/experiments/normalized_results/pcam/n_full/gate_c8_gr3_C_seed456/results.json
new file mode 100644
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diff --git a/paper/experiments/normalized_results/pcam/n_full/gate_c8_gr3_C_seed789/results.json b/paper/experiments/normalized_results/pcam/n_full/gate_c8_gr3_C_seed789/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_full/gate_c8_gr3_R_seed123/results.json b/paper/experiments/normalized_results/pcam/n_full/gate_c8_gr3_R_seed123/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_full/gate_c8_gr3_R_seed456/results.json b/paper/experiments/normalized_results/pcam/n_full/gate_c8_gr3_R_seed456/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_full/norm_c8_gr4_C_seed456/results.json b/paper/experiments/normalized_results/pcam/n_full/norm_c8_gr4_C_seed456/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_full/norm_c8_gr4_R_seed456/results.json b/paper/experiments/normalized_results/pcam/n_full/norm_c8_gr4_R_seed456/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_full/standard_c8_gr12_C_seed456/results.json b/paper/experiments/normalized_results/pcam/n_full/standard_c8_gr12_C_seed456/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_full/standard_c8_gr12_C_seed789/results.json b/paper/experiments/normalized_results/pcam/n_full/standard_c8_gr12_C_seed789/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_full/standard_c8_gr12_R_seed456/results.json b/paper/experiments/normalized_results/pcam/n_full/standard_c8_gr12_R_seed456/results.json
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diff --git a/paper/experiments/normalized_results/pcam/n_full/standard_c8_gr12_R_seed789/results.json b/paper/experiments/normalized_results/pcam/n_full/standard_c8_gr12_R_seed789/results.json
new file mode 100644
index 0000000..32065de
--- /dev/null
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_C_seed101112_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_C_seed101112_n100/results.json
new file mode 100644
index 0000000..70bceda
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_C_seed101112_n100/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_C_seed456_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_C_seed456_n100/results.json
new file mode 100644
index 0000000..10e3810
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_C_seed456_n100/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_C_seed789_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_C_seed789_n100/results.json
new file mode 100644
index 0000000..2b849c7
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_C_seed789_n100/results.json
@@ -0,0 +1,81 @@
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_R_seed101112_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_R_seed101112_n100/results.json
new file mode 100644
index 0000000..0621fc8
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_R_seed101112_n100/results.json
@@ -0,0 +1,81 @@
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_R_seed123_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_R_seed123_n100/results.json
new file mode 100644
index 0000000..014c370
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_R_seed123_n100/results.json
@@ -0,0 +1,81 @@
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_R_seed456_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_R_seed456_n100/results.json
new file mode 100644
index 0000000..c2124f2
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_R_seed456_n100/results.json
@@ -0,0 +1,81 @@
+{
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+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_R_seed789_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_R_seed789_n100/results.json
new file mode 100644
index 0000000..22b4c77
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/bispectrum_R_seed789_n100/results.json
@@ -0,0 +1,81 @@
+{
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+    "--hidden",
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+    "--batch_size",
+    "256",
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+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
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+    "--train_size",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_C_seed101112_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_C_seed101112_n100/results.json
new file mode 100644
index 0000000..01854a9
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_C_seed101112_n100/results.json
@@ -0,0 +1,81 @@
+{
+  "dataset": "spherical_mnist",
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+    "--batch_size",
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+    "--output_dir",
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+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
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+    "10",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_C_seed456_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_C_seed456_n100/results.json
new file mode 100644
index 0000000..fb05386
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_C_seed456_n100/results.json
@@ -0,0 +1,81 @@
+{
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+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
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+    "--model",
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+    "--run_label",
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+    "456",
+    "--hidden",
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+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_100",
+    "--data_dir",
+    "./smnist_data",
+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
+    "777",
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+    "10",
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+    "50",
+    "--train_size",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_C_seed789_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_C_seed789_n100/results.json
new file mode 100644
index 0000000..8f8e1d4
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_C_seed789_n100/results.json
@@ -0,0 +1,81 @@
+{
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+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
+  "argv": [
+    "--model",
+    "power_spectrum",
+    "--run_label",
+    "power_spectrum",
+    "--train_mode",
+    "C",
+    "--seed",
+    "789",
+    "--hidden",
+    "256",
+    "--lmax",
+    "15",
+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_100",
+    "--data_dir",
+    "./smnist_data",
+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
+    "777",
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+    "10",
+    "--epochs",
+    "50",
+    "--train_size",
+    "100"
+  ]
+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_R_seed101112_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_R_seed101112_n100/results.json
new file mode 100644
index 0000000..66ace4b
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_R_seed101112_n100/results.json
@@ -0,0 +1,81 @@
+{
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+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
+  "argv": [
+    "--model",
+    "power_spectrum",
+    "--run_label",
+    "power_spectrum",
+    "--train_mode",
+    "R",
+    "--seed",
+    "101112",
+    "--hidden",
+    "256",
+    "--lmax",
+    "15",
+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_100",
+    "--data_dir",
+    "./smnist_data",
+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
+    "777",
+    "--patience",
+    "10",
+    "--epochs",
+    "50",
+    "--train_size",
+    "100"
+  ]
+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_R_seed123_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_R_seed123_n100/results.json
new file mode 100644
index 0000000..dac6625
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_R_seed123_n100/results.json
@@ -0,0 +1,81 @@
+{
+  "dataset": "spherical_mnist",
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+  "gpu_name": "NVIDIA A100-SXM4-80GB",
+  "cuda_total_memory_bytes": 85095874560,
+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
+  "argv": [
+    "--model",
+    "power_spectrum",
+    "--run_label",
+    "power_spectrum",
+    "--train_mode",
+    "R",
+    "--seed",
+    "123",
+    "--hidden",
+    "256",
+    "--lmax",
+    "15",
+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_100",
+    "--data_dir",
+    "./smnist_data",
+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
+    "777",
+    "--patience",
+    "10",
+    "--epochs",
+    "50",
+    "--train_size",
+    "100"
+  ]
+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_R_seed456_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_R_seed456_n100/results.json
new file mode 100644
index 0000000..4cf9166
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_R_seed456_n100/results.json
@@ -0,0 +1,81 @@
+{
+  "dataset": "spherical_mnist",
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_R_seed789_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_R_seed789_n100/results.json
new file mode 100644
index 0000000..bae6a7b
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_R_seed789_n100/results.json
@@ -0,0 +1,81 @@
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_C_seed101112_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_C_seed101112_n100/results.json
new file mode 100644
index 0000000..50214ca
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_C_seed101112_n100/results.json
@@ -0,0 +1,81 @@
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_C_seed456_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_C_seed456_n100/results.json
new file mode 100644
index 0000000..ded12bf
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_C_seed456_n100/results.json
@@ -0,0 +1,81 @@
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_C_seed789_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_C_seed789_n100/results.json
new file mode 100644
index 0000000..e79d1c2
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_C_seed789_n100/results.json
@@ -0,0 +1,81 @@
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_R_seed101112_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_R_seed101112_n100/results.json
new file mode 100644
index 0000000..c546664
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_R_seed101112_n100/results.json
@@ -0,0 +1,81 @@
+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_R_seed123_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_R_seed123_n100/results.json
new file mode 100644
index 0000000..8c04109
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_R_seed123_n100/results.json
@@ -0,0 +1,81 @@
+{
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_R_seed456_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_R_seed456_n100/results.json
new file mode 100644
index 0000000..49e79a1
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_R_seed456_n100/results.json
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_R_seed789_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_R_seed789_n100/results.json
new file mode 100644
index 0000000..e5c1581
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/power_spectrum_matched_R_seed789_n100/results.json
@@ -0,0 +1,81 @@
+{
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/standard_C_seed101112_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/standard_C_seed101112_n100/results.json
new file mode 100644
index 0000000..b5cd014
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/standard_C_seed101112_n100/results.json
@@ -0,0 +1,81 @@
+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/standard_C_seed456_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/standard_C_seed456_n100/results.json
new file mode 100644
index 0000000..2eade6c
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/standard_C_seed456_n100/results.json
@@ -0,0 +1,81 @@
+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/standard_C_seed789_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/standard_C_seed789_n100/results.json
new file mode 100644
index 0000000..b105730
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/standard_C_seed789_n100/results.json
@@ -0,0 +1,81 @@
+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/standard_R_seed101112_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/standard_R_seed101112_n100/results.json
new file mode 100644
index 0000000..2cfd22c
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/standard_R_seed101112_n100/results.json
@@ -0,0 +1,81 @@
+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/standard_R_seed123_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/standard_R_seed123_n100/results.json
new file mode 100644
index 0000000..4d4866e
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/standard_R_seed123_n100/results.json
@@ -0,0 +1,81 @@
+{
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+    "--data_dir",
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/standard_R_seed456_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/standard_R_seed456_n100/results.json
new file mode 100644
index 0000000..c0aa78b
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/standard_R_seed456_n100/results.json
@@ -0,0 +1,81 @@
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+    "./smnist_data",
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+  ]
+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_100/standard_R_seed789_n100/results.json b/paper/experiments/normalized_results/spherical_mnist/n_100/standard_R_seed789_n100/results.json
new file mode 100644
index 0000000..973e5c7
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_100/standard_R_seed789_n100/results.json
@@ -0,0 +1,81 @@
+{
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_C_seed101112_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_C_seed101112_n12500/results.json
new file mode 100644
index 0000000..f5a8369
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_C_seed101112_n12500/results.json
@@ -0,0 +1,81 @@
+{
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_C_seed456_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_C_seed456_n12500/results.json
new file mode 100644
index 0000000..d0723da
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_C_seed456_n12500/results.json
@@ -0,0 +1,81 @@
+{
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+    "--train_size",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_C_seed789_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_C_seed789_n12500/results.json
new file mode 100644
index 0000000..4ebfd3b
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_C_seed789_n12500/results.json
@@ -0,0 +1,81 @@
+{
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+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
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+    "256",
+    "--output_dir",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_R_seed101112_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_R_seed101112_n12500/results.json
new file mode 100644
index 0000000..7ee50f6
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_R_seed101112_n12500/results.json
@@ -0,0 +1,81 @@
+{
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+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
+  "argv": [
+    "--model",
+    "bispectrum",
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+    "bispectrum",
+    "--train_mode",
+    "R",
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+    "101112",
+    "--hidden",
+    "256",
+    "--lmax",
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+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_12500",
+    "--data_dir",
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+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
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+    "10",
+    "--epochs",
+    "50",
+    "--train_size",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_R_seed123_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_R_seed123_n12500/results.json
new file mode 100644
index 0000000..a8a4cf0
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_R_seed123_n12500/results.json
@@ -0,0 +1,81 @@
+{
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+  "cuda_total_memory_bytes": 85095874560,
+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
+  "argv": [
+    "--model",
+    "bispectrum",
+    "--run_label",
+    "bispectrum",
+    "--train_mode",
+    "R",
+    "--seed",
+    "123",
+    "--hidden",
+    "256",
+    "--lmax",
+    "15",
+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_12500",
+    "--data_dir",
+    "./smnist_data",
+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
+    "777",
+    "--patience",
+    "10",
+    "--epochs",
+    "50",
+    "--train_size",
+    "12500"
+  ]
+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_R_seed456_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_R_seed456_n12500/results.json
new file mode 100644
index 0000000..215e0fb
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_R_seed456_n12500/results.json
@@ -0,0 +1,81 @@
+{
+  "dataset": "spherical_mnist",
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+  "peak_train_reserved_bytes": 847249408,
+  "gpu_name": "NVIDIA A100-SXM4-80GB",
+  "cuda_total_memory_bytes": 85095874560,
+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
+  "argv": [
+    "--model",
+    "bispectrum",
+    "--run_label",
+    "bispectrum",
+    "--train_mode",
+    "R",
+    "--seed",
+    "456",
+    "--hidden",
+    "256",
+    "--lmax",
+    "15",
+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_12500",
+    "--data_dir",
+    "./smnist_data",
+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
+    "777",
+    "--patience",
+    "10",
+    "--epochs",
+    "50",
+    "--train_size",
+    "12500"
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_R_seed789_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_R_seed789_n12500/results.json
new file mode 100644
index 0000000..4570912
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/bispectrum_R_seed789_n12500/results.json
@@ -0,0 +1,81 @@
+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_C_seed101112_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_C_seed101112_n12500/results.json
new file mode 100644
index 0000000..c0f5d51
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_C_seed101112_n12500/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_C_seed456_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_C_seed456_n12500/results.json
new file mode 100644
index 0000000..4cc30fb
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_C_seed456_n12500/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_C_seed789_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_C_seed789_n12500/results.json
new file mode 100644
index 0000000..486eb53
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_C_seed789_n12500/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_R_seed101112_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_R_seed101112_n12500/results.json
new file mode 100644
index 0000000..772f94b
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_R_seed101112_n12500/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_R_seed123_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_R_seed123_n12500/results.json
new file mode 100644
index 0000000..f03b460
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_R_seed123_n12500/results.json
@@ -0,0 +1,81 @@
+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_R_seed456_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_R_seed456_n12500/results.json
new file mode 100644
index 0000000..e56c933
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_R_seed456_n12500/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_R_seed789_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_R_seed789_n12500/results.json
new file mode 100644
index 0000000..07d4f53
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_R_seed789_n12500/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_matched_C_seed101112_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_matched_C_seed101112_n12500/results.json
new file mode 100644
index 0000000..fb8628c
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_matched_C_seed101112_n12500/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_matched_C_seed456_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_matched_C_seed456_n12500/results.json
new file mode 100644
index 0000000..1f6acfc
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_matched_C_seed456_n12500/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_matched_C_seed789_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_matched_C_seed789_n12500/results.json
new file mode 100644
index 0000000..6100f8c
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_matched_C_seed789_n12500/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_matched_R_seed101112_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_matched_R_seed101112_n12500/results.json
new file mode 100644
index 0000000..661ae92
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_matched_R_seed101112_n12500/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_matched_R_seed123_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_matched_R_seed123_n12500/results.json
new file mode 100644
index 0000000..437c4d5
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_matched_R_seed123_n12500/results.json
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+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_matched_R_seed789_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_matched_R_seed789_n12500/results.json
new file mode 100644
index 0000000..56d74c8
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/power_spectrum_matched_R_seed789_n12500/results.json
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+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/standard_C_seed101112_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/standard_C_seed101112_n12500/results.json
new file mode 100644
index 0000000..cd76ea1
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/standard_C_seed101112_n12500/results.json
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+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/standard_C_seed456_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/standard_C_seed456_n12500/results.json
new file mode 100644
index 0000000..ab21bd1
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/standard_C_seed456_n12500/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/standard_C_seed789_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/standard_C_seed789_n12500/results.json
new file mode 100644
index 0000000..3d9c5d3
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/standard_C_seed789_n12500/results.json
@@ -0,0 +1,81 @@
+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/standard_R_seed101112_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/standard_R_seed101112_n12500/results.json
new file mode 100644
index 0000000..8f2cebb
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/standard_R_seed101112_n12500/results.json
@@ -0,0 +1,81 @@
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/standard_R_seed123_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/standard_R_seed123_n12500/results.json
new file mode 100644
index 0000000..ea65772
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/standard_R_seed123_n12500/results.json
@@ -0,0 +1,81 @@
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_12500/standard_R_seed456_n12500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_12500/standard_R_seed456_n12500/results.json
new file mode 100644
index 0000000..e8004fd
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_12500/standard_R_seed456_n12500/results.json
@@ -0,0 +1,81 @@
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_C_seed101112_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_C_seed101112_n2500/results.json
new file mode 100644
index 0000000..28bb83e
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_C_seed101112_n2500/results.json
@@ -0,0 +1,81 @@
+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_C_seed456_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_C_seed456_n2500/results.json
new file mode 100644
index 0000000..fd6a4c2
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_C_seed456_n2500/results.json
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+    "--train_size",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_C_seed789_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_C_seed789_n2500/results.json
new file mode 100644
index 0000000..9038b4d
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_C_seed789_n2500/results.json
@@ -0,0 +1,81 @@
+{
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_R_seed101112_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_R_seed101112_n2500/results.json
new file mode 100644
index 0000000..76b91ad
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_R_seed101112_n2500/results.json
@@ -0,0 +1,81 @@
+{
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_R_seed123_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_R_seed123_n2500/results.json
new file mode 100644
index 0000000..be5d6e3
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_R_seed123_n2500/results.json
@@ -0,0 +1,81 @@
+{
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+    "--output_dir",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_R_seed456_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_R_seed456_n2500/results.json
new file mode 100644
index 0000000..589a709
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_R_seed456_n2500/results.json
@@ -0,0 +1,81 @@
+{
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+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_2500",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_R_seed789_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_R_seed789_n2500/results.json
new file mode 100644
index 0000000..f28b46e
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/bispectrum_R_seed789_n2500/results.json
@@ -0,0 +1,81 @@
+{
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+    "R",
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+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_2500",
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+    "./smnist_data",
+    "--subset_dir",
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+    "777",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_C_seed101112_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_C_seed101112_n2500/results.json
new file mode 100644
index 0000000..7bb94a2
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_C_seed101112_n2500/results.json
@@ -0,0 +1,81 @@
+{
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+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
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+    "--batch_size",
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+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_2500",
+    "--data_dir",
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+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
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+    "--train_size",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_C_seed456_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_C_seed456_n2500/results.json
new file mode 100644
index 0000000..39ed06b
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_C_seed456_n2500/results.json
@@ -0,0 +1,81 @@
+{
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+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
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+    "456",
+    "--hidden",
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+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_2500",
+    "--data_dir",
+    "./smnist_data",
+    "--subset_dir",
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+    "10",
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+    "50",
+    "--train_size",
+    "2500"
+  ]
+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_C_seed789_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_C_seed789_n2500/results.json
new file mode 100644
index 0000000..ad900da
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_C_seed789_n2500/results.json
@@ -0,0 +1,81 @@
+{
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_R_seed101112_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_R_seed101112_n2500/results.json
new file mode 100644
index 0000000..599b12e
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_R_seed101112_n2500/results.json
@@ -0,0 +1,81 @@
+{
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_R_seed123_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_R_seed123_n2500/results.json
new file mode 100644
index 0000000..84d566b
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_R_seed123_n2500/results.json
@@ -0,0 +1,81 @@
+{
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_R_seed456_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_R_seed456_n2500/results.json
new file mode 100644
index 0000000..08be4cf
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_R_seed456_n2500/results.json
@@ -0,0 +1,81 @@
+{
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+    "256",
+    "--output_dir",
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+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_R_seed789_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_R_seed789_n2500/results.json
new file mode 100644
index 0000000..bc17ab2
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_R_seed789_n2500/results.json
@@ -0,0 +1,81 @@
+{
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+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
+  "argv": [
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+    "power_spectrum",
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+    "power_spectrum",
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+    "R",
+    "--seed",
+    "789",
+    "--hidden",
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+    "--lmax",
+    "15",
+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_2500",
+    "--data_dir",
+    "./smnist_data",
+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
+    "777",
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+    "10",
+    "--epochs",
+    "50",
+    "--train_size",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_C_seed101112_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_C_seed101112_n2500/results.json
new file mode 100644
index 0000000..bdaf469
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_C_seed101112_n2500/results.json
@@ -0,0 +1,81 @@
+{
+  "dataset": "spherical_mnist",
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+  "cuda_total_memory_bytes": 85095874560,
+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
+  "argv": [
+    "--model",
+    "power_spectrum",
+    "--run_label",
+    "power_spectrum_matched",
+    "--train_mode",
+    "C",
+    "--seed",
+    "101112",
+    "--hidden",
+    "1312",
+    "--lmax",
+    "15",
+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_2500",
+    "--data_dir",
+    "./smnist_data",
+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
+    "777",
+    "--patience",
+    "10",
+    "--epochs",
+    "50",
+    "--train_size",
+    "2500"
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_C_seed456_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_C_seed456_n2500/results.json
new file mode 100644
index 0000000..1cc4ffe
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_C_seed456_n2500/results.json
@@ -0,0 +1,81 @@
+{
+  "dataset": "spherical_mnist",
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+  "cuda_total_memory_bytes": 85095874560,
+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
+  "argv": [
+    "--model",
+    "power_spectrum",
+    "--run_label",
+    "power_spectrum_matched",
+    "--train_mode",
+    "C",
+    "--seed",
+    "456",
+    "--hidden",
+    "1312",
+    "--lmax",
+    "15",
+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_2500",
+    "--data_dir",
+    "./smnist_data",
+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
+    "777",
+    "--patience",
+    "10",
+    "--epochs",
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+    "--train_size",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_C_seed789_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_C_seed789_n2500/results.json
new file mode 100644
index 0000000..6dc5a23
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_C_seed789_n2500/results.json
@@ -0,0 +1,81 @@
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_R_seed101112_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_R_seed101112_n2500/results.json
new file mode 100644
index 0000000..ee47c51
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_R_seed101112_n2500/results.json
@@ -0,0 +1,81 @@
+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_R_seed123_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_R_seed123_n2500/results.json
new file mode 100644
index 0000000..384c0fc
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_R_seed123_n2500/results.json
@@ -0,0 +1,81 @@
+{
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_R_seed456_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_R_seed456_n2500/results.json
new file mode 100644
index 0000000..3bafde9
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_R_seed456_n2500/results.json
@@ -0,0 +1,81 @@
+{
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_R_seed789_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_R_seed789_n2500/results.json
new file mode 100644
index 0000000..1249832
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/power_spectrum_matched_R_seed789_n2500/results.json
@@ -0,0 +1,81 @@
+{
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+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
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+    "--batch_size",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/standard_C_seed101112_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/standard_C_seed101112_n2500/results.json
new file mode 100644
index 0000000..1bc35fb
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/standard_C_seed101112_n2500/results.json
@@ -0,0 +1,81 @@
+{
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+    "--subset_dir",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/standard_C_seed456_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/standard_C_seed456_n2500/results.json
new file mode 100644
index 0000000..b4e8f0b
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/standard_C_seed456_n2500/results.json
@@ -0,0 +1,81 @@
+{
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+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
+  "argv": [
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+    "C",
+    "--seed",
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+    "--lmax",
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+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_2500",
+    "--data_dir",
+    "./smnist_data",
+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
+    "777",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/standard_C_seed789_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/standard_C_seed789_n2500/results.json
new file mode 100644
index 0000000..25be709
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/standard_C_seed789_n2500/results.json
@@ -0,0 +1,81 @@
+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/standard_R_seed101112_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/standard_R_seed101112_n2500/results.json
new file mode 100644
index 0000000..b22958f
--- /dev/null
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/standard_R_seed123_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/standard_R_seed123_n2500/results.json
new file mode 100644
index 0000000..dbdc1d5
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/standard_R_seed123_n2500/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/standard_R_seed456_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/standard_R_seed456_n2500/results.json
new file mode 100644
index 0000000..6d59ddb
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/standard_R_seed456_n2500/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_2500/standard_R_seed789_n2500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_2500/standard_R_seed789_n2500/results.json
new file mode 100644
index 0000000..7078644
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_2500/standard_R_seed789_n2500/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_C_seed101112_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_C_seed101112_n500/results.json
new file mode 100644
index 0000000..0cad805
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_C_seed101112_n500/results.json
@@ -0,0 +1,81 @@
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_C_seed456_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_C_seed456_n500/results.json
new file mode 100644
index 0000000..f98c72f
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_C_seed456_n500/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_C_seed789_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_C_seed789_n500/results.json
new file mode 100644
index 0000000..173925e
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_C_seed789_n500/results.json
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+    "--train_size",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_R_seed101112_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_R_seed101112_n500/results.json
new file mode 100644
index 0000000..1869e83
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_R_seed101112_n500/results.json
@@ -0,0 +1,81 @@
+{
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_R_seed123_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_R_seed123_n500/results.json
new file mode 100644
index 0000000..df9af81
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_R_seed123_n500/results.json
@@ -0,0 +1,81 @@
+{
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+    "--hidden",
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+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_500",
+    "--data_dir",
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+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
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+    "777",
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+    "10",
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+    "50",
+    "--train_size",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_R_seed456_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_R_seed456_n500/results.json
new file mode 100644
index 0000000..e22e677
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_R_seed456_n500/results.json
@@ -0,0 +1,81 @@
+{
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+    "bispectrum",
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+    "--batch_size",
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+    "--output_dir",
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+    "--subset_dir",
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+    "--test_rotation_seed",
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+    "10",
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+    "50",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_R_seed789_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_R_seed789_n500/results.json
new file mode 100644
index 0000000..c197cca
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/bispectrum_R_seed789_n500/results.json
@@ -0,0 +1,81 @@
+{
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+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
+  "argv": [
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+    "bispectrum",
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+    "--hidden",
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+    "--batch_size",
+    "256",
+    "--output_dir",
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+    "--data_dir",
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+    "--train_size",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_C_seed101112_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_C_seed101112_n500/results.json
new file mode 100644
index 0000000..08d3da3
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_C_seed101112_n500/results.json
@@ -0,0 +1,81 @@
+{
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+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
+  "argv": [
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+    "power_spectrum",
+    "--run_label",
+    "power_spectrum",
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+    "C",
+    "--seed",
+    "101112",
+    "--hidden",
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+    "--lmax",
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+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_500",
+    "--data_dir",
+    "./smnist_data",
+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
+    "777",
+    "--patience",
+    "10",
+    "--epochs",
+    "50",
+    "--train_size",
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+  ]
+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_C_seed456_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_C_seed456_n500/results.json
new file mode 100644
index 0000000..0033718
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_C_seed456_n500/results.json
@@ -0,0 +1,81 @@
+{
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+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
+  "argv": [
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+    "--run_label",
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+    "--hidden",
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+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_500",
+    "--data_dir",
+    "./smnist_data",
+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
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+    "777",
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+    "10",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_C_seed789_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_C_seed789_n500/results.json
new file mode 100644
index 0000000..1a87b4c
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_C_seed789_n500/results.json
@@ -0,0 +1,81 @@
+{
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+  "cuda_total_memory_bytes": 85095874560,
+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
+  "argv": [
+    "--model",
+    "power_spectrum",
+    "--run_label",
+    "power_spectrum",
+    "--train_mode",
+    "C",
+    "--seed",
+    "789",
+    "--hidden",
+    "256",
+    "--lmax",
+    "15",
+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_500",
+    "--data_dir",
+    "./smnist_data",
+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
+    "777",
+    "--patience",
+    "10",
+    "--epochs",
+    "50",
+    "--train_size",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_R_seed101112_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_R_seed101112_n500/results.json
new file mode 100644
index 0000000..840c867
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_R_seed101112_n500/results.json
@@ -0,0 +1,81 @@
+{
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_R_seed123_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_R_seed123_n500/results.json
new file mode 100644
index 0000000..cef9412
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_R_seed123_n500/results.json
@@ -0,0 +1,81 @@
+{
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_R_seed456_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_R_seed456_n500/results.json
new file mode 100644
index 0000000..770c637
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_R_seed456_n500/results.json
@@ -0,0 +1,81 @@
+{
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_R_seed789_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_R_seed789_n500/results.json
new file mode 100644
index 0000000..9a431ec
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_R_seed789_n500/results.json
@@ -0,0 +1,81 @@
+{
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+    "256",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_C_seed101112_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_C_seed101112_n500/results.json
new file mode 100644
index 0000000..c6059a5
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_C_seed101112_n500/results.json
@@ -0,0 +1,81 @@
+{
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+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
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+    "101112",
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+    "15",
+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_500",
+    "--data_dir",
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+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
+    "777",
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+    "--train_size",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_C_seed456_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_C_seed456_n500/results.json
new file mode 100644
index 0000000..58fc2fc
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_C_seed456_n500/results.json
@@ -0,0 +1,81 @@
+{
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+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
+  "argv": [
+    "--model",
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+    "C",
+    "--seed",
+    "456",
+    "--hidden",
+    "1312",
+    "--lmax",
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+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_500",
+    "--data_dir",
+    "./smnist_data",
+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
+    "777",
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+    "10",
+    "--epochs",
+    "50",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_C_seed789_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_C_seed789_n500/results.json
new file mode 100644
index 0000000..0662fdc
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_C_seed789_n500/results.json
@@ -0,0 +1,81 @@
+{
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+  "cuda_total_memory_bytes": 85095874560,
+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
+  "argv": [
+    "--model",
+    "power_spectrum",
+    "--run_label",
+    "power_spectrum_matched",
+    "--train_mode",
+    "C",
+    "--seed",
+    "789",
+    "--hidden",
+    "1312",
+    "--lmax",
+    "15",
+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_500",
+    "--data_dir",
+    "./smnist_data",
+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
+    "777",
+    "--patience",
+    "10",
+    "--epochs",
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+    "--train_size",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_R_seed101112_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_R_seed101112_n500/results.json
new file mode 100644
index 0000000..6232b4d
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_R_seed101112_n500/results.json
@@ -0,0 +1,81 @@
+{
+  "dataset": "spherical_mnist",
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_R_seed123_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_R_seed123_n500/results.json
new file mode 100644
index 0000000..d0057b0
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_R_seed123_n500/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_R_seed456_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_R_seed456_n500/results.json
new file mode 100644
index 0000000..4894b8a
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_R_seed456_n500/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_R_seed789_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_R_seed789_n500/results.json
new file mode 100644
index 0000000..a47842b
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/power_spectrum_matched_R_seed789_n500/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/standard_C_seed101112_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/standard_C_seed101112_n500/results.json
new file mode 100644
index 0000000..1f12204
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/standard_C_seed101112_n500/results.json
@@ -0,0 +1,81 @@
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/standard_C_seed456_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/standard_C_seed456_n500/results.json
new file mode 100644
index 0000000..ba60d03
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/standard_C_seed456_n500/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/standard_C_seed789_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/standard_C_seed789_n500/results.json
new file mode 100644
index 0000000..29eb9a0
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/standard_C_seed789_n500/results.json
@@ -0,0 +1,81 @@
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/standard_R_seed101112_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/standard_R_seed101112_n500/results.json
new file mode 100644
index 0000000..ca31701
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/standard_R_seed101112_n500/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/standard_R_seed123_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/standard_R_seed123_n500/results.json
new file mode 100644
index 0000000..e1bdcfc
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/standard_R_seed123_n500/results.json
@@ -0,0 +1,81 @@
+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/standard_R_seed456_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/standard_R_seed456_n500/results.json
new file mode 100644
index 0000000..eddb17d
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/standard_R_seed456_n500/results.json
@@ -0,0 +1,81 @@
+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_500/standard_R_seed789_n500/results.json b/paper/experiments/normalized_results/spherical_mnist/n_500/standard_R_seed789_n500/results.json
new file mode 100644
index 0000000..e249c43
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_500/standard_R_seed789_n500/results.json
@@ -0,0 +1,81 @@
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_C_seed101112/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_C_seed101112/results.json
new file mode 100644
index 0000000..5e2ed36
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_C_seed101112/results.json
@@ -0,0 +1,79 @@
+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_C_seed456/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_C_seed456/results.json
new file mode 100644
index 0000000..718a562
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_C_seed456/results.json
@@ -0,0 +1,79 @@
+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_C_seed789/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_C_seed789/results.json
new file mode 100644
index 0000000..fd7913d
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_C_seed789/results.json
@@ -0,0 +1,79 @@
+{
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+    "256",
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_R_seed101112/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_R_seed101112/results.json
new file mode 100644
index 0000000..b432d5c
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_R_seed101112/results.json
@@ -0,0 +1,79 @@
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_R_seed123/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_R_seed123/results.json
new file mode 100644
index 0000000..70a99cc
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_R_seed123/results.json
@@ -0,0 +1,79 @@
+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_R_seed456/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_R_seed456/results.json
new file mode 100644
index 0000000..6a52cb2
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_R_seed456/results.json
@@ -0,0 +1,79 @@
+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_R_seed789/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_R_seed789/results.json
new file mode 100644
index 0000000..04769e1
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/bispectrum_R_seed789/results.json
@@ -0,0 +1,79 @@
+{
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_C_seed101112/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_C_seed101112/results.json
new file mode 100644
index 0000000..23f047c
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_C_seed101112/results.json
@@ -0,0 +1,79 @@
+{
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_C_seed456/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_C_seed456/results.json
new file mode 100644
index 0000000..15a6517
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_C_seed456/results.json
@@ -0,0 +1,79 @@
+{
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+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_full",
+    "--data_dir",
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+    "777",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_C_seed789/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_C_seed789/results.json
new file mode 100644
index 0000000..5a0eb0e
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_C_seed789/results.json
@@ -0,0 +1,79 @@
+{
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+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
+  "argv": [
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+    "--run_label",
+    "power_spectrum",
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+    "C",
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+    "789",
+    "--hidden",
+    "256",
+    "--lmax",
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+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_full",
+    "--data_dir",
+    "./smnist_data",
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+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
+    "777",
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+    "10",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_R_seed101112/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_R_seed101112/results.json
new file mode 100644
index 0000000..cd8b611
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_R_seed101112/results.json
@@ -0,0 +1,79 @@
+{
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+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
+  "argv": [
+    "--model",
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+    "--run_label",
+    "power_spectrum",
+    "--train_mode",
+    "R",
+    "--seed",
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+    "--hidden",
+    "256",
+    "--lmax",
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+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_full",
+    "--data_dir",
+    "./smnist_data",
+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
+    "777",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_R_seed123/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_R_seed123/results.json
new file mode 100644
index 0000000..94589ef
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_R_seed123/results.json
@@ -0,0 +1,79 @@
+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_R_seed456/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_R_seed456/results.json
new file mode 100644
index 0000000..fc57acf
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_R_seed456/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_R_seed789/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_R_seed789/results.json
new file mode 100644
index 0000000..ef51863
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_R_seed789/results.json
@@ -0,0 +1,79 @@
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_C_seed101112/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_C_seed101112/results.json
new file mode 100644
index 0000000..db330a0
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_C_seed101112/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_C_seed456/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_C_seed456/results.json
new file mode 100644
index 0000000..cda914e
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_C_seed456/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_C_seed789/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_C_seed789/results.json
new file mode 100644
index 0000000..f2e3c9e
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_C_seed789/results.json
@@ -0,0 +1,79 @@
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_R_seed101112/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_R_seed101112/results.json
new file mode 100644
index 0000000..7f1a94b
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_R_seed101112/results.json
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_R_seed123/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_R_seed123/results.json
new file mode 100644
index 0000000..e13fc89
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_R_seed123/results.json
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_R_seed456/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_R_seed456/results.json
new file mode 100644
index 0000000..aa9e40b
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_R_seed456/results.json
@@ -0,0 +1,79 @@
+{
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_R_seed789/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_R_seed789/results.json
new file mode 100644
index 0000000..1b0abdb
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/power_spectrum_matched_R_seed789/results.json
@@ -0,0 +1,79 @@
+{
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/standard_C_seed101112/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/standard_C_seed101112/results.json
new file mode 100644
index 0000000..93c7fbf
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/standard_C_seed101112/results.json
@@ -0,0 +1,79 @@
+{
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/standard_C_seed456/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/standard_C_seed456/results.json
new file mode 100644
index 0000000..20f0d4b
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/standard_C_seed456/results.json
@@ -0,0 +1,79 @@
+{
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+    "256",
+    "--output_dir",
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+    "--data_dir",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/standard_C_seed789/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/standard_C_seed789/results.json
new file mode 100644
index 0000000..bc12391
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/standard_C_seed789/results.json
@@ -0,0 +1,79 @@
+{
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+    "--hidden",
+    "256",
+    "--lmax",
+    "15",
+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_full",
+    "--data_dir",
+    "./smnist_data",
+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
+    "777",
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+    "10",
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/standard_R_seed101112/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/standard_R_seed101112/results.json
new file mode 100644
index 0000000..aea2298
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/standard_R_seed101112/results.json
@@ -0,0 +1,79 @@
+{
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+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
+  "argv": [
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+    "standard",
+    "--run_label",
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+    "--train_mode",
+    "R",
+    "--seed",
+    "101112",
+    "--hidden",
+    "256",
+    "--lmax",
+    "15",
+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_full",
+    "--data_dir",
+    "./smnist_data",
+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
+    "777",
+    "--patience",
+    "10",
+    "--epochs",
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+  ]
+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/standard_R_seed123/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/standard_R_seed123/results.json
new file mode 100644
index 0000000..493a9d2
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/standard_R_seed123/results.json
@@ -0,0 +1,79 @@
+{
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+  "git_sha": "5fb3903a1c11765c007a1686e1c9acd77b6024db",
+  "argv": [
+    "--model",
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+    "--run_label",
+    "standard",
+    "--train_mode",
+    "R",
+    "--seed",
+    "123",
+    "--hidden",
+    "256",
+    "--lmax",
+    "15",
+    "--batch_size",
+    "256",
+    "--output_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/spherical_mnist/n_full",
+    "--data_dir",
+    "./smnist_data",
+    "--subset_dir",
+    "/home/johmathe/bispectrum/paper/experiments/normalized_results/subsets",
+    "--test_rotation_seed",
+    "777",
+    "--patience",
+    "10",
+    "--epochs",
+    "50"
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/spherical_mnist/n_full/standard_R_seed456/results.json b/paper/experiments/normalized_results/spherical_mnist/n_full/standard_R_seed456/results.json
new file mode 100644
index 0000000..5655890
--- /dev/null
+++ b/paper/experiments/normalized_results/spherical_mnist/n_full/standard_R_seed456/results.json
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new file mode 100644
index 0000000..19ef221
--- /dev/null
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diff --git a/paper/experiments/normalized_results/subsets/organ3d_train_n500_seed789.json b/paper/experiments/normalized_results/subsets/organ3d_train_n500_seed789.json
new file mode 100644
index 0000000..adb42d4
--- /dev/null
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diff --git a/paper/experiments/normalized_results/subsets/pcam_train_n100_seed101112.json b/paper/experiments/normalized_results/subsets/pcam_train_n100_seed101112.json
new file mode 100644
index 0000000..b6bea62
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/pcam_train_n100_seed101112.json
@@ -0,0 +1,104 @@
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diff --git a/paper/experiments/normalized_results/subsets/pcam_train_n100_seed456.json b/paper/experiments/normalized_results/subsets/pcam_train_n100_seed456.json
new file mode 100644
index 0000000..e111eb0
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/pcam_train_n100_seed456.json
@@ -0,0 +1,104 @@
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/subsets/pcam_train_n100_seed789.json b/paper/experiments/normalized_results/subsets/pcam_train_n100_seed789.json
new file mode 100644
index 0000000..3081fb9
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/pcam_train_n100_seed789.json
@@ -0,0 +1,104 @@
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diff --git a/paper/experiments/normalized_results/subsets/pcam_train_n12500_seed456.json b/paper/experiments/normalized_results/subsets/pcam_train_n12500_seed456.json
new file mode 100644
index 0000000..12369b5
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/pcam_train_n12500_seed456.json
@@ -0,0 +1,12504 @@
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diff --git a/paper/experiments/normalized_results/subsets/pcam_train_n12500_seed789.json b/paper/experiments/normalized_results/subsets/pcam_train_n12500_seed789.json
new file mode 100644
index 0000000..5cadd7d
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/pcam_train_n12500_seed789.json
@@ -0,0 +1,12504 @@
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diff --git a/paper/experiments/normalized_results/subsets/pcam_train_n2500_seed456.json b/paper/experiments/normalized_results/subsets/pcam_train_n2500_seed456.json
new file mode 100644
index 0000000..9a656d3
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/pcam_train_n2500_seed456.json
@@ -0,0 +1,2504 @@
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/subsets/pcam_train_n2500_seed789.json b/paper/experiments/normalized_results/subsets/pcam_train_n2500_seed789.json
new file mode 100644
index 0000000..71f1981
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/pcam_train_n2500_seed789.json
@@ -0,0 +1,2504 @@
+{
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diff --git a/paper/experiments/normalized_results/subsets/pcam_train_n500_seed101112.json b/paper/experiments/normalized_results/subsets/pcam_train_n500_seed101112.json
new file mode 100644
index 0000000..7fbe63f
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/pcam_train_n500_seed101112.json
@@ -0,0 +1,504 @@
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diff --git a/paper/experiments/normalized_results/subsets/pcam_train_n500_seed456.json b/paper/experiments/normalized_results/subsets/pcam_train_n500_seed456.json
new file mode 100644
index 0000000..adc26ed
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/pcam_train_n500_seed456.json
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diff --git a/paper/experiments/normalized_results/subsets/pcam_train_n500_seed789.json b/paper/experiments/normalized_results/subsets/pcam_train_n500_seed789.json
new file mode 100644
index 0000000..9960945
--- /dev/null
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diff --git a/paper/experiments/normalized_results/subsets/spherical_mnist_train_n100_seed101112.json b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n100_seed101112.json
new file mode 100644
index 0000000..5040eb4
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n100_seed101112.json
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diff --git a/paper/experiments/normalized_results/subsets/spherical_mnist_train_n100_seed456.json b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n100_seed456.json
new file mode 100644
index 0000000..f9832a5
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n100_seed456.json
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diff --git a/paper/experiments/normalized_results/subsets/spherical_mnist_train_n100_seed789.json b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n100_seed789.json
new file mode 100644
index 0000000..4b8e2ad
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n100_seed789.json
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diff --git a/paper/experiments/normalized_results/subsets/spherical_mnist_train_n12500_seed101112.json b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n12500_seed101112.json
new file mode 100644
index 0000000..651e078
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n12500_seed101112.json
@@ -0,0 +1,12504 @@
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diff --git a/paper/experiments/normalized_results/subsets/spherical_mnist_train_n12500_seed456.json b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n12500_seed456.json
new file mode 100644
index 0000000..d90d8d0
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n12500_seed456.json
@@ -0,0 +1,12504 @@
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diff --git a/paper/experiments/normalized_results/subsets/spherical_mnist_train_n12500_seed789.json b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n12500_seed789.json
new file mode 100644
index 0000000..371d15c
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n12500_seed789.json
@@ -0,0 +1,12504 @@
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+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/subsets/spherical_mnist_train_n2500_seed101112.json b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n2500_seed101112.json
new file mode 100644
index 0000000..034d815
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n2500_seed101112.json
@@ -0,0 +1,2504 @@
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/subsets/spherical_mnist_train_n2500_seed456.json b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n2500_seed456.json
new file mode 100644
index 0000000..d585730
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n2500_seed456.json
@@ -0,0 +1,2504 @@
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\ No newline at end of file
diff --git a/paper/experiments/normalized_results/subsets/spherical_mnist_train_n2500_seed789.json b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n2500_seed789.json
new file mode 100644
index 0000000..4287899
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n2500_seed789.json
@@ -0,0 +1,2504 @@
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diff --git a/paper/experiments/normalized_results/subsets/spherical_mnist_train_n500_seed101112.json b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n500_seed101112.json
new file mode 100644
index 0000000..92b7403
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n500_seed101112.json
@@ -0,0 +1,504 @@
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diff --git a/paper/experiments/normalized_results/subsets/spherical_mnist_train_n500_seed456.json b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n500_seed456.json
new file mode 100644
index 0000000..c9ee2d3
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n500_seed456.json
@@ -0,0 +1,504 @@
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+    21112,
+    37478
+  ]
+}
\ No newline at end of file
diff --git a/paper/experiments/normalized_results/subsets/spherical_mnist_train_n500_seed789.json b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n500_seed789.json
new file mode 100644
index 0000000..9f9f4c5
--- /dev/null
+++ b/paper/experiments/normalized_results/subsets/spherical_mnist_train_n500_seed789.json
@@ -0,0 +1,504 @@
+{
+  "indices": [
+    12499,
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+    29107,
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+    25883,
+    16450,
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+    17178,
+    41313,
+    23461,
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+    42032,
+    43596,
+    2950,
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+    35408,
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+    29217,
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+    13773,
+    43213,
+    925,
+    13243,
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+    29871,
+    44159,
+    35969,
+    44400,
+    15382,
+    37814
+  ]
+}
\ No newline at end of file
diff --git a/paper/experiments/organ3d/data.py b/paper/experiments/organ3d/data.py
index 47c11b0..4b86e1c 100644
--- a/paper/experiments/organ3d/data.py
+++ b/paper/experiments/organ3d/data.py
@@ -32,6 +32,7 @@ class OrganMNIST3DDataset(Dataset):
     def __init__(self, split: str, data_dir: str, normalize: bool = True):
         import medmnist
 
+        Path(data_dir).mkdir(parents=True, exist_ok=True)
         ds = medmnist.OrganMNIST3D(
             split=split, download=True, root=data_dir, size=28,
         )
diff --git a/paper/experiments/organ3d/train.py b/paper/experiments/organ3d/train.py
index 4d9764e..759e739 100644
--- a/paper/experiments/organ3d/train.py
+++ b/paper/experiments/organ3d/train.py
@@ -20,6 +20,8 @@
 
 import argparse
 import json
+import subprocess
+import sys
 import time
 from collections import defaultdict
 from pathlib import Path
@@ -32,6 +34,43 @@
 NUM_CLASSES = 11
 
 
+def _git_sha() -> str:
+    try:
+        out = subprocess.run(
+            ['git', 'rev-parse', 'HEAD'],
+            cwd=Path(__file__).resolve().parent,
+            capture_output=True, text=True, timeout=5, check=False,
+        )
+        return out.stdout.strip() if out.returncode == 0 else ''
+    except (OSError, subprocess.SubprocessError):
+        return ''
+
+
+def _cost_record(device: torch.device, wall_time_s: float, epochs_run: int) -> dict:
+    if torch.cuda.is_available():
+        props = torch.cuda.get_device_properties(device)
+        return {
+            'wall_time_s': float(wall_time_s),
+            'epochs_run': int(epochs_run),
+            'peak_train_alloc_bytes': int(torch.cuda.max_memory_allocated(device)),
+            'peak_train_reserved_bytes': int(torch.cuda.max_memory_reserved(device)),
+            'gpu_name': torch.cuda.get_device_name(device),
+            'cuda_total_memory_bytes': int(props.total_memory),
+            'git_sha': _git_sha(),
+            'argv': list(sys.argv[1:]),
+        }
+    return {
+        'wall_time_s': float(wall_time_s),
+        'epochs_run': int(epochs_run),
+        'peak_train_alloc_bytes': 0,
+        'peak_train_reserved_bytes': 0,
+        'gpu_name': None,
+        'cuda_total_memory_bytes': 0,
+        'git_sha': _git_sha(),
+        'argv': list(sys.argv[1:]),
+    }
+
+
 def compute_metrics(
     model: torch.nn.Module,
     loader: torch.utils.data.DataLoader,
@@ -401,6 +440,10 @@ def train(args: argparse.Namespace) -> dict:
     )
     out_dir.mkdir(parents=True, exist_ok=True)
 
+    if torch.cuda.is_available():
+        torch.cuda.reset_peak_memory_stats(device)
+    t_start = time.time()
+    epochs_run = 0
     for epoch in range(1, args.epochs + 1):
         t0 = time.time()
         train_loss = train_one_epoch(
@@ -409,6 +452,7 @@ def train(args: argparse.Namespace) -> dict:
         )
         val_metrics = compute_metrics(model, val_loader, device)
         elapsed = time.time() - t0
+        epochs_run = epoch
 
         print(
             f'Epoch {epoch:3d}/{args.epochs} | '
@@ -430,6 +474,8 @@ def train(args: argparse.Namespace) -> dict:
             print(f'Early stopping at epoch {epoch} (patience={args.patience})')
             break
 
+    cost = _cost_record(device, time.time() - t_start, epochs_run)
+
     model.load_state_dict(torch.load(out_dir / 'best_model.pt', weights_only=True))
     test_c = compute_metrics(model, test_loader, device)
     print(f'\nTest C results: {test_c}')
@@ -465,6 +511,7 @@ def train(args: argparse.Namespace) -> dict:
         'test_c': test_c,
         'test_r': test_r,
         'rotation_robustness': rot_metrics,
+        **cost,
     }
     with open(out_dir / 'results.json', 'w') as f:
         json.dump(results, f, indent=2)
diff --git a/paper/experiments/pcam/train.py b/paper/experiments/pcam/train.py
index 84da9d1..63bc49e 100644
--- a/paper/experiments/pcam/train.py
+++ b/paper/experiments/pcam/train.py
@@ -26,6 +26,8 @@
 
 import argparse
 import json
+import subprocess
+import sys
 import time
 from collections import defaultdict
 from pathlib import Path
@@ -38,6 +40,43 @@
 from torch.optim.lr_scheduler import CosineAnnealingWarmRestarts
 
 
+def _git_sha() -> str:
+    try:
+        out = subprocess.run(
+            ['git', 'rev-parse', 'HEAD'],
+            cwd=Path(__file__).resolve().parent,
+            capture_output=True, text=True, timeout=5, check=False,
+        )
+        return out.stdout.strip() if out.returncode == 0 else ''
+    except (OSError, subprocess.SubprocessError):
+        return ''
+
+
+def _cost_record(device: torch.device, wall_time_s: float, epochs_run: int) -> dict:
+    if torch.cuda.is_available():
+        props = torch.cuda.get_device_properties(device)
+        return {
+            'wall_time_s': float(wall_time_s),
+            'epochs_run': int(epochs_run),
+            'peak_train_alloc_bytes': int(torch.cuda.max_memory_allocated(device)),
+            'peak_train_reserved_bytes': int(torch.cuda.max_memory_reserved(device)),
+            'gpu_name': torch.cuda.get_device_name(device),
+            'cuda_total_memory_bytes': int(props.total_memory),
+            'git_sha': _git_sha(),
+            'argv': list(sys.argv[1:]),
+        }
+    return {
+        'wall_time_s': float(wall_time_s),
+        'epochs_run': int(epochs_run),
+        'peak_train_alloc_bytes': 0,
+        'peak_train_reserved_bytes': 0,
+        'gpu_name': None,
+        'cuda_total_memory_bytes': 0,
+        'git_sha': _git_sha(),
+        'argv': list(sys.argv[1:]),
+    }
+
+
 def compute_metrics(
     model: torch.nn.Module,
     loader: torch.utils.data.DataLoader,
@@ -388,6 +427,10 @@ def train(args: argparse.Namespace) -> dict:
         out_dir = Path(args.output_dir) / f'{args.model}_{args.group}_gr{args.growth_rate}_{args.train_mode}_seed{args.seed}{n_tag}'
     out_dir.mkdir(parents=True, exist_ok=True)
 
+    if torch.cuda.is_available():
+        torch.cuda.reset_peak_memory_stats(device)
+    t_start = time.time()
+    epochs_run = 0
     for epoch in range(1, args.epochs + 1):
         t0 = time.time()
         train_loss = train_one_epoch(
@@ -397,6 +440,7 @@ def train(args: argparse.Namespace) -> dict:
         )
         val_metrics = compute_metrics(model, val_loader, device)
         elapsed = time.time() - t0
+        epochs_run = epoch
 
         print(
             f'Epoch {epoch:3d}/{args.epochs} | '
@@ -418,6 +462,8 @@ def train(args: argparse.Namespace) -> dict:
             print(f'Early stopping at epoch {epoch} (patience={args.patience})')
             break
 
+    cost = _cost_record(device, time.time() - t_start, epochs_run)
+
     model.load_state_dict(torch.load(out_dir / 'best_model.pt', weights_only=True))
     test_c = compute_metrics(model, test_loader, device)
     print(f'\nTest C results: {test_c}')
@@ -433,7 +479,6 @@ def train(args: argparse.Namespace) -> dict:
         rot_metrics = {}
         test_r = {}
 
-    # Save results.
     results: dict = {
         'dataset': 'pcam',
         'model': args.model,
@@ -451,6 +496,7 @@ def train(args: argparse.Namespace) -> dict:
         'test_c': test_c,
         'test_r': test_r,
         'rotation_robustness': rot_metrics,
+        **cost,
     }
     if args.model == 'so2_disk':
         results['bandlimit'] = args.bandlimit
diff --git a/paper/experiments/spherical_mnist/train.py b/paper/experiments/spherical_mnist/train.py
index b6ace4f..97cdee2 100644
--- a/paper/experiments/spherical_mnist/train.py
+++ b/paper/experiments/spherical_mnist/train.py
@@ -22,6 +22,8 @@
 
 import argparse
 import json
+import subprocess
+import sys
 import time
 from collections import defaultdict
 from pathlib import Path
@@ -36,6 +38,43 @@
 NUM_CLASSES = 10
 
 
+def _git_sha() -> str:
+    try:
+        out = subprocess.run(
+            ['git', 'rev-parse', 'HEAD'],
+            cwd=Path(__file__).resolve().parent,
+            capture_output=True, text=True, timeout=5, check=False,
+        )
+        return out.stdout.strip() if out.returncode == 0 else ''
+    except (OSError, subprocess.SubprocessError):
+        return ''
+
+
+def _cost_record(device: torch.device, wall_time_s: float, epochs_run: int) -> dict:
+    if torch.cuda.is_available():
+        props = torch.cuda.get_device_properties(device)
+        return {
+            'wall_time_s': float(wall_time_s),
+            'epochs_run': int(epochs_run),
+            'peak_train_alloc_bytes': int(torch.cuda.max_memory_allocated(device)),
+            'peak_train_reserved_bytes': int(torch.cuda.max_memory_reserved(device)),
+            'gpu_name': torch.cuda.get_device_name(device),
+            'cuda_total_memory_bytes': int(props.total_memory),
+            'git_sha': _git_sha(),
+            'argv': list(sys.argv[1:]),
+        }
+    return {
+        'wall_time_s': float(wall_time_s),
+        'epochs_run': int(epochs_run),
+        'peak_train_alloc_bytes': 0,
+        'peak_train_reserved_bytes': 0,
+        'gpu_name': None,
+        'cuda_total_memory_bytes': 0,
+        'git_sha': _git_sha(),
+        'argv': list(sys.argv[1:]),
+    }
+
+
 def _canonical_train_mode(train_mode: str) -> str:
     return 'C' if train_mode in {'C', 'NR'} else 'R'
 
@@ -344,6 +383,10 @@ def train(args: argparse.Namespace) -> dict:
     out_dir = Path(args.output_dir) / f'{run_label}_{train_mode}_seed{args.seed}{n_tag}'
     out_dir.mkdir(parents=True, exist_ok=True)
 
+    if torch.cuda.is_available():
+        torch.cuda.reset_peak_memory_stats(device)
+    t_start = time.time()
+    epochs_run = 0
     for epoch in range(1, args.epochs + 1):
         t0 = time.time()
         train_loss = train_one_epoch(
@@ -351,6 +394,7 @@ def train(args: argparse.Namespace) -> dict:
         )
         val_metrics = compute_metrics(model, val_loader, device)
         elapsed = time.time() - t0
+        epochs_run = epoch
 
         print(
             f'Epoch {epoch:3d}/{args.epochs} | '
@@ -371,6 +415,8 @@ def train(args: argparse.Namespace) -> dict:
             print(f'Early stopping at epoch {epoch} (patience={args.patience})')
             break
 
+    cost = _cost_record(device, time.time() - t_start, epochs_run)
+
     model.load_state_dict(torch.load(out_dir / 'best_model.pt', weights_only=True))
 
     test_nr = compute_metrics(model, test_nr_loader, device)
@@ -408,6 +454,7 @@ def train(args: argparse.Namespace) -> dict:
         'test_nr': test_nr,
         'test_r': test_r,
         'rotation_robustness': rot_robustness,
+        **cost,
     }
     with open(out_dir / 'results.json', 'w') as f:
         json.dump(results, f, indent=2)
diff --git a/pyproject.toml b/pyproject.toml
index 55b9373..937cb3a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -39,7 +39,7 @@ classifiers = [
 ]
 
 dependencies = [
-  "torch>=2.4.0",
+  "torch==2.11.0",
   "numpy>=1.22.4",
   "torch-harmonics",
 ]
@@ -51,6 +51,9 @@ optional-dependencies.dev = [
   "ruff>=0.4.0",
   "mypy>=1.5.0",
   "pre-commit>=3.3.3",
+  "medmnist",
+  "h5py",
+  "torchvision",
 ]
 optional-dependencies.plotting = ["matplotlib>=3.7.0"]
 
@@ -58,6 +61,19 @@ urls.Homepage = "https://github.com/geometric-intelligence/bispectrum"
 urls.Repository = "https://github.com/geometric-intelligence/bispectrum"
 urls.Issues = "https://github.com/geometric-intelligence/bispectrum/issues"
 
+# Pin torch and torchvision to the cu128 wheels so they match systems with
+# NVIDIA driver >= 12.8 (e.g. the local 8x H100 box). PyPI's default torch
+# wheels target a newer CUDA runtime and crash with
+# "NVIDIA driver on your system is too old (found version 12080)".
+[[tool.uv.index]]
+name = "pytorch-cu128"
+url = "https://download.pytorch.org/whl/cu128"
+explicit = true
+
+[tool.uv.sources]
+torch = { index = "pytorch-cu128" }
+torchvision = { index = "pytorch-cu128" }
+
 [tool.ruff]
 target-version = "py312"
 line-length = 120