✓ Initialized. View run at 
https://modal.com/apps/seth-45699/main/ap-PgWJOWwY64yp2nraJoeGdy
✓ Created objects.
├── 🔨 Created mount 
│   /private/tmp/claude-501/-Users-sethstafford-dev-research-sutro/aabe6221-ffef
│   -4b0f-bafe-aa419c95eb0e/scratchpad/c6/probe_sched.py
├── 🔨 Created mount 
│   /private/tmp/claude-501/-Users-sethstafford-dev-research-sutro/aabe6221-ffef
│   -4b0f-bafe-aa419c95eb0e/scratchpad/c6/ladder_t.py
├── 🔨 Created mount 
│   /private/tmp/claude-501/-Users-sethstafford-dev-research-sutro/aabe6221-ffef
│   -4b0f-bafe-aa419c95eb0e/scratchpad/c6/mnist.py
└── 🔨 Created function probe.

==========
== CUDA ==
==========

CUDA Version 13.3.0

Container image Copyright (c) 2016-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.



5000 steps recipe     mean 2.585%  draws [2.72, 2.38, 2.68, 2.66, 2.45, 2.62]
5000 steps early      mean 2.692%  draws [2.77, 2.41, 2.79, 2.86, 2.63, 2.69]
5000 steps lognorm1x  mean 4.182%  draws [4.22, 3.78, 4.46, 4.37, 3.96, 4.3]
5000 steps lognorm2x  mean 3.560%  draws [3.53, 2.99, 3.58, 3.58, 4.3, 3.38]
6500 steps recipe     mean 2.457%  draws [2.52, 2.19, 2.51, 2.46, 2.39, 2.67]
6500 steps early      mean 2.515%  draws [2.65, 2.27, 2.58, 2.52, 2.46, 2.61]
6500 steps lognorm1x  mean 3.818%  draws [3.96, 3.49, 4.08, 3.86, 3.65, 3.87]
{'5000 recipe': [2.719999849796295, 2.3799998685717583, 2.67999991774559, 2.6599999517202377, 2.449999935925007, 2.6200000196695328], '5000 early': [2.7699999511241913, 2.410000003874302, 2.7899999171495438, 2.8599999845027924, 2.630000002682209, 2.6899999007582664], '5000 lognorm1x': [4.21999990940094, 3.7799999117851257, 4.4599998742341995, 4.3699998408555984, 3.959999978542328, 4.29999977350235], '5000 lognorm2x': [3.529999777674675, 2.9899999499320984, 3.579999879002571, 3.579999879002571, 4.29999977350235, 3.3799998462200165], '6500 recipe': [2.5200000032782555, 2.190000005066395, 2.5100000202655792, 2.459999918937683, 2.3899998515844345, 2.669999934732914], '6500 early': [2.6499999687075615, 2.2699998691678047, 2.579999901354313, 2.5200000032782555, 2.459999918937683, 2.6099998503923416], '6500 lognorm1x': [3.959999978542328, 3.48999984562397, 4.079999774694443, 3.8599997758865356, 3.6499999463558197, 3.869999945163727], '6500 lognorm2x': [3.370000049471855, 2.850000001490116, 3.48999984562397, 3.3299997448921204, 3.049999848008156, 3.0399998649954796]}
6500 steps lognorm2x  mean 3.188%  draws [3.37, 2.85, 3.49, 3.33, 3.05, 3.04]
Stopping app - local entrypoint completed.
✓ App completed. View run at 
https://modal.com/apps/seth-45699/main/ap-PgWJOWwY64yp2nraJoeGdy
EXIT 0