From 915e419e152cf009a4b8039663a8dd4b70c15755 Mon Sep 17 00:00:00 2001
From: lschneider <leo.schneider@ecl19.ec-lyon.fr>
Date: Fri, 28 Jun 2024 10:57:32 +0200
Subject: [PATCH] res

---
 .../experiment_state-2024-06-27_14-14-55.json | 292 ++++++++++++++++++
 .../search_gen_state-2024-06-27_14-14-55.json | Bin 0 -> 2449 bytes
 .../searcher-state-2024-06-27_14-14-55.pkl    | Bin 0 -> 14855 bytes
 .../events.out.tfevents.1719523891.r8i6n8     | Bin 0 -> 4067 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719551009.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719493332.r8i6n8     | Bin 0 -> 1311 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |   2 +
 .../result.json                               |   1 +
 .../events.out.tfevents.1719514001.r8i6n8     | Bin 0 -> 3690 bytes
 .../events.out.tfevents.1719519535.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  21 ++
 .../result.json                               |  20 ++
 .../events.out.tfevents.1719493632.r8i6n8     | Bin 0 -> 1311 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |   2 +
 .../result.json                               |   1 +
 .../error.pkl                                 | Bin 0 -> 8633 bytes
 .../error.txt                                 |  71 +++++
 .../events.out.tfevents.1719491860.r8i6n8     | Bin 0 -> 40 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../result.json                               |   0
 .../events.out.tfevents.1719509904.r8i6n8     | Bin 0 -> 2771 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |   6 +
 .../result.json                               |   5 +
 .../events.out.tfevents.1719517360.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719538777.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719499413.r8i6n8     | Bin 0 -> 1676 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |   3 +
 .../result.json                               |   2 +
 .../events.out.tfevents.1719520903.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719551747.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../error.pkl                                 | Bin 0 -> 7986 bytes
 .../error.txt                                 |  65 ++++
 .../events.out.tfevents.1719498812.r8i6n8     | Bin 0 -> 40 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../result.json                               |   0
 .../events.out.tfevents.1719534198.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719491882.r8i6n8     | Bin 0 -> 1311 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |   2 +
 .../result.json                               |   1 +
 .../events.out.tfevents.1719548344.r8i6n8     | Bin 0 -> 4067 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719492460.r8i6n8     | Bin 0 -> 1311 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |   2 +
 .../result.json                               |   1 +
 .../events.out.tfevents.1719490508.r8i6n8     | Bin 0 -> 405 bytes
 .../events.out.tfevents.1719493727.r8i6n8     | Bin 0 -> 1311 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |   3 +
 .../result.json                               |   2 +
 .../events.out.tfevents.1719490908.r8i6n8     | Bin 0 -> 1311 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |   2 +
 .../result.json                               |   1 +
 .../events.out.tfevents.1719536263.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719499162.r8i6n8     | Bin 0 -> 1676 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |   3 +
 .../result.json                               |   2 +
 .../events.out.tfevents.1719518127.r8i6n8     | Bin 0 -> 3690 bytes
 .../events.out.tfevents.1719520207.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  21 ++
 .../result.json                               |  20 ++
 .../events.out.tfevents.1719533291.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719491580.r8i6n8     | Bin 0 -> 405 bytes
 .../events.out.tfevents.1719494192.r8i6n8     | Bin 0 -> 1311 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |   3 +
 .../result.json                               |   2 +
 .../events.out.tfevents.1719496720.r8i6n8     | Bin 0 -> 770 bytes
 .../events.out.tfevents.1719502633.r8i6n8     | Bin 0 -> 770 bytes
 .../events.out.tfevents.1719505849.r8i6n8     | Bin 0 -> 2406 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |   9 +
 .../result.json                               |   8 +
 .../events.out.tfevents.1719511075.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719531281.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719509538.r8i6n8     | Bin 0 -> 1865 bytes
 .../events.out.tfevents.1719512333.r8i6n8     | Bin 0 -> 2771 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719514665.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719493181.r8i6n8     | Bin 0 -> 1311 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |   2 +
 .../result.json                               |   1 +
 .../events.out.tfevents.1719561058.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719558038.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719531792.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719499017.r8i6n8     | Bin 0 -> 1676 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |   3 +
 .../result.json                               |   2 +
 .../events.out.tfevents.1719549146.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719509211.r8i6n8     | Bin 0 -> 2771 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |   6 +
 .../result.json                               |   5 +
 .../events.out.tfevents.1719502338.r8i6n8     | Bin 0 -> 2406 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |   5 +
 .../result.json                               |   4 +
 .../events.out.tfevents.1719521574.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719508546.r8i6n8     | Bin 0 -> 1865 bytes
 .../events.out.tfevents.1719511664.r8i6n8     | Bin 0 -> 1865 bytes
 .../events.out.tfevents.1719512699.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  21 ++
 .../result.json                               |  20 ++
 .../events.out.tfevents.1719532517.r8i6n8     | Bin 0 -> 4067 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719493262.r8i6n8     | Bin 0 -> 1311 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |   2 +
 .../result.json                               |   1 +
 .../events.out.tfevents.1719539368.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719510773.r8i6n8     | Bin 0 -> 2771 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |   6 +
 .../result.json                               |   5 +
 .../events.out.tfevents.1719547806.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719490613.r8i6n8     | Bin 0 -> 405 bytes
 .../events.out.tfevents.1719493831.r8i6n8     | Bin 0 -> 1311 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |   3 +
 .../result.json                               |   2 +
 .../events.out.tfevents.1719500447.r8i6n8     | Bin 0 -> 770 bytes
 .../events.out.tfevents.1719504907.r8i6n8     | Bin 0 -> 2230 bytes
 .../events.out.tfevents.1719506988.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |  19 ++
 .../result.json                               |  18 ++
 .../events.out.tfevents.1719502199.r8i6n8     | Bin 0 -> 1676 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |   3 +
 .../result.json                               |   2 +
 .../events.out.tfevents.1719491430.r8i6n8     | Bin 0 -> 405 bytes
 .../events.out.tfevents.1719494041.r8i6n8     | Bin 0 -> 1311 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |   3 +
 .../result.json                               |   2 +
 .../events.out.tfevents.1719493563.r8i6n8     | Bin 0 -> 405 bytes
 .../events.out.tfevents.1719494783.r8i6n8     | Bin 0 -> 1135 bytes
 .../events.out.tfevents.1719496142.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  15 +
 .../result.json                               |  14 +
 .../events.out.tfevents.1719490702.r8i6n8     | Bin 0 -> 1311 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |   2 +
 .../result.json                               |   1 +
 .../events.out.tfevents.1719562054.r8i6n8     | Bin 0 -> 1135 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |   4 +
 .../result.json                               |   3 +
 .../events.out.tfevents.1719496864.r8i6n8     | Bin 0 -> 770 bytes
 .../events.out.tfevents.1719502777.r8i6n8     | Bin 0 -> 1676 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |   5 +
 .../result.json                               |   4 +
 .../events.out.tfevents.1719492154.r8i6n8     | Bin 0 -> 405 bytes
 .../events.out.tfevents.1719494473.r8i6n8     | Bin 0 -> 405 bytes
 .../events.out.tfevents.1719495319.r8i6n8     | Bin 0 -> 1676 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |   5 +
 .../result.json                               |   4 +
 .../events.out.tfevents.1719508814.r8i6n8     | Bin 0 -> 1865 bytes
 .../events.out.tfevents.1719511934.r8i6n8     | Bin 0 -> 1865 bytes
 .../events.out.tfevents.1719513218.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  21 ++
 .../result.json                               |  20 ++
 .../events.out.tfevents.1719524735.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719500771.r8i6n8     | Bin 0 -> 1676 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 225 bytes
 .../progress.csv                              |   3 +
 .../result.json                               |   2 +
 .../events.out.tfevents.1719518822.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719498835.r8i6n8     | Bin 0 -> 770 bytes
 .../events.out.tfevents.1719504723.r8i6n8     | Bin 0 -> 770 bytes
 .../events.out.tfevents.1719506123.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  15 +
 .../result.json                               |  14 +
 .../events.out.tfevents.1719550406.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719491307.r8i6n8     | Bin 0 -> 405 bytes
 .../events.out.tfevents.1719493918.r8i6n8     | Bin 0 -> 405 bytes
 .../events.out.tfevents.1719494968.r8i6n8     | Bin 0 -> 1676 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |   5 +
 .../result.json                               |   4 +
 .../events.out.tfevents.1719538145.r8i6n8     | Bin 0 -> 4596 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |  11 +
 .../result.json                               |  10 +
 .../events.out.tfevents.1719491515.r8i6n8     | Bin 0 -> 405 bytes
 .../events.out.tfevents.1719494127.r8i6n8     | Bin 0 -> 405 bytes
 .../events.out.tfevents.1719495202.r8i6n8     | Bin 0 -> 770 bytes
 .../events.out.tfevents.1719495922.r8i6n8     | Bin 0 -> 2406 bytes
 .../params.json                               |  13 +
 .../params.pkl                                | Bin 0 -> 224 bytes
 .../progress.csv                              |   9 +
 .../result.json                               |   8 +
 ray_results/test_experiment/tuner.pkl         | Bin 3586 -> 3586 bytes
 343 files changed, 2218 insertions(+)
 create mode 100644 ray_results/test_experiment/experiment_state-2024-06-27_14-14-55.json
 create mode 100644 ray_results/test_experiment/search_gen_state-2024-06-27_14-14-55.json
 create mode 100644 ray_results/test_experiment/searcher-state-2024-06-27_14-14-55.pkl
 create mode 100644 ray_results/test_experiment/train_model_04dab8e5_43_batch_size=1024,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=1024,decoder_rt_num_layer=8,drop__2024-06-27_22-52-54/events.out.tfevents.1719523891.r8i6n8
 create mode 100644 ray_results/test_experiment/train_model_04dab8e5_43_batch_size=1024,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=1024,decoder_rt_num_layer=8,drop__2024-06-27_22-52-54/params.json
 create mode 100644 ray_results/test_experiment/train_model_04dab8e5_43_batch_size=1024,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=1024,decoder_rt_num_layer=8,drop__2024-06-27_22-52-54/params.pkl
 create mode 100644 ray_results/test_experiment/train_model_04dab8e5_43_batch_size=1024,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=1024,decoder_rt_num_layer=8,drop__2024-06-27_22-52-54/progress.csv
 create mode 100644 ray_results/test_experiment/train_model_04dab8e5_43_batch_size=1024,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=1024,decoder_rt_num_layer=8,drop__2024-06-27_22-52-54/result.json
 create mode 100644 ray_results/test_experiment/train_model_08bd9367_58_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=2,drop__2024-06-28_06-53-26/events.out.tfevents.1719551009.r8i6n8
 create mode 100644 ray_results/test_experiment/train_model_08bd9367_58_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=2,drop__2024-06-28_06-53-26/params.json
 create mode 100644 ray_results/test_experiment/train_model_08bd9367_58_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=2,drop__2024-06-28_06-53-26/params.pkl
 create mode 100644 ray_results/test_experiment/train_model_08bd9367_58_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=2,drop__2024-06-28_06-53-26/progress.csv
 create mode 100644 ray_results/test_experiment/train_model_08bd9367_58_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=2,drop__2024-06-28_06-53-26/result.json
 create mode 100644 ray_results/test_experiment/train_model_09d4c8af_15_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=512,decoder_rt_num_layer=2,drop_r_2024-06-27_15-01-02/events.out.tfevents.1719493332.r8i6n8
 create mode 100644 ray_results/test_experiment/train_model_09d4c8af_15_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=512,decoder_rt_num_layer=2,drop_r_2024-06-27_15-01-02/params.json
 create mode 100644 ray_results/test_experiment/train_model_09d4c8af_15_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=512,decoder_rt_num_layer=2,drop_r_2024-06-27_15-01-02/params.pkl
 create mode 100644 ray_results/test_experiment/train_model_09d4c8af_15_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=512,decoder_rt_num_layer=2,drop_r_2024-06-27_15-01-02/progress.csv
 create mode 100644 ray_results/test_experiment/train_model_09d4c8af_15_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=512,decoder_rt_num_layer=2,drop_r_2024-06-27_15-01-02/result.json
 create mode 100644 ray_results/test_experiment/train_model_0cc69cc0_36_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=512,decoder_rt_num_layer=2,drop_r_2024-06-27_19-57-55/events.out.tfevents.1719514001.r8i6n8
 create mode 100644 ray_results/test_experiment/train_model_0cc69cc0_36_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=512,decoder_rt_num_layer=2,drop_r_2024-06-27_19-57-55/events.out.tfevents.1719519535.r8i6n8
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diff --git a/ray_results/test_experiment/experiment_state-2024-06-27_14-14-55.json b/ray_results/test_experiment/experiment_state-2024-06-27_14-14-55.json
new file mode 100644
index 0000000..e8df413
--- /dev/null
+++ b/ray_results/test_experiment/experiment_state-2024-06-27_14-14-55.json
@@ -0,0 +1,292 @@
+{
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+}
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diff --git a/ray_results/test_experiment/searcher-state-2024-06-27_14-14-55.pkl b/ray_results/test_experiment/searcher-state-2024-06-27_14-14-55.pkl
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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+++ b/ray_results/test_experiment/train_model_0d034d62_17_batch_size=1024,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=4,drop__2024-06-27_15-06-03/progress.csv
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+loss,timestamp,checkpoint_dir_name,should_checkpoint,done,training_iteration,trial_id,date,time_this_iter_s,time_total_s,pid,hostname,node_ip,time_since_restore,iterations_since_restore
+2003.1058138148992,1719493727,checkpoint_000000,True,True,1,0d034d62,2024-06-27_15-08-47,94.90786528587341,94.90786528587341,69992,r8i6n8,10.159.28.66,94.90786528587341,1
diff --git a/ray_results/test_experiment/train_model_0d034d62_17_batch_size=1024,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=4,drop__2024-06-27_15-06-03/result.json b/ray_results/test_experiment/train_model_0d034d62_17_batch_size=1024,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=4,drop__2024-06-27_15-06-03/result.json
new file mode 100644
index 0000000..cb6ef2f
--- /dev/null
+++ b/ray_results/test_experiment/train_model_0d034d62_17_batch_size=1024,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=4,drop__2024-06-27_15-06-03/result.json
@@ -0,0 +1 @@
+{"loss": 2003.1058138148992, "timestamp": 1719493727, "checkpoint_dir_name": "checkpoint_000000", "should_checkpoint": true, "done": true, "training_iteration": 1, "trial_id": "0d034d62", "date": "2024-06-27_15-08-47", "time_this_iter_s": 94.90786528587341, "time_total_s": 94.90786528587341, "pid": 69992, "hostname": "r8i6n8", "node_ip": "10.159.28.66", "config": {"encoder_num_layer": 4, "decoder_rt_num_layer": 4, "decoder_int_num_layer": 1, "embedding_dim": 64, "encoder_ff": 2048, "decoder_rt_ff": 2048, "decoder_int_ff": 512, "n_head": 1, "drop_rate": 0.5738068254184514, "lr": 0.009136259111296272, "batch_size": 1024}, "time_since_restore": 94.90786528587341, "iterations_since_restore": 1}
diff --git a/ray_results/test_experiment/train_model_111ed79d_9_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=8,drop_r_2024-06-27_14-33-00/error.pkl b/ray_results/test_experiment/train_model_111ed79d_9_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=8,drop_r_2024-06-27_14-33-00/error.pkl
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diff --git a/ray_results/test_experiment/train_model_111ed79d_9_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=8,drop_r_2024-06-27_14-33-00/error.txt b/ray_results/test_experiment/train_model_111ed79d_9_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=8,drop_r_2024-06-27_14-33-00/error.txt
new file mode 100644
index 0000000..4f24db0
--- /dev/null
+++ b/ray_results/test_experiment/train_model_111ed79d_9_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=8,drop_r_2024-06-27_14-33-00/error.txt
@@ -0,0 +1,71 @@
+Failure # 1 (occurred at 2024-06-27_14-37-55)
+ray::ImplicitFunc.train() (pid=35196, ip=10.159.28.66, actor_id=76f13cb1c39b1e46c8a07d1101000000, repr=train_model)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/ray/tune/trainable/trainable.py", line 342, in train
+    raise skipped from exception_cause(skipped)
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/ray/air/_internal/util.py", line 88, in run
+    self._ret = self._target(*self._args, **self._kwargs)
+                ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/ray/tune/trainable/function_trainable.py", line 249, in <lambda>
+    training_func=lambda: self._trainable_func(self.config),
+                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/ray/tune/trainable/function_trainable.py", line 332, in _trainable_func
+    output = fn()
+             ^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/ray/tune/trainable/util.py", line 138, in inner
+    return trainable(config, **fn_kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfswork/rech/ute/ucg81ws/these/LC-MS-RT-prediction/main_ray_tune.py", line 66, in train_model
+    pred_rt = net.module.forward_rt(seq)
+              ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfsdswork/projects/rech/ute/ucg81ws/these/LC-MS-RT-prediction/model_custom.py", line 111, in forward_rt
+    out_rt = self.decoder_RT(enc)
+             ^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1511, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1520, in _call_impl
+    return forward_call(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/container.py", line 217, in forward
+    input = module(input)
+            ^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1511, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1520, in _call_impl
+    return forward_call(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/transformer.py", line 391, in forward
+    output = mod(output, src_mask=mask, is_causal=is_causal, src_key_padding_mask=src_key_padding_mask_for_layers)
+             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1511, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1520, in _call_impl
+    return forward_call(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/transformer.py", line 714, in forward
+    x = self.norm1(x + self._sa_block(x, src_mask, src_key_padding_mask, is_causal=is_causal))
+                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/transformer.py", line 722, in _sa_block
+    x = self.self_attn(x, x, x,
+        ^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1511, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1520, in _call_impl
+    return forward_call(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/activation.py", line 1241, in forward
+    attn_output, attn_output_weights = F.multi_head_attention_forward(
+                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/functional.py", line 5336, in multi_head_attention_forward
+    q, k, v = _in_projection_packed(query, key, value, in_proj_weight, in_proj_bias)
+              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/functional.py", line 4857, in _in_projection_packed
+    proj = linear(q, w, b)
+           ^^^^^^^^^^^^^^^
+torch.cuda.OutOfMemoryError: CUDA out of memory. Tried to allocate 600.00 MiB. GPU 0 has a total capacity of 31.73 GiB of which 64.69 MiB is free. Including non-PyTorch memory, this process has 31.67 GiB memory in use. Of the allocated memory 31.05 GiB is allocated by PyTorch, and 253.16 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)
diff --git a/ray_results/test_experiment/train_model_111ed79d_9_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=8,drop_r_2024-06-27_14-33-00/events.out.tfevents.1719491860.r8i6n8 b/ray_results/test_experiment/train_model_111ed79d_9_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=8,drop_r_2024-06-27_14-33-00/events.out.tfevents.1719491860.r8i6n8
new file mode 100644
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diff --git a/ray_results/test_experiment/train_model_111ed79d_9_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=8,drop_r_2024-06-27_14-33-00/params.json b/ray_results/test_experiment/train_model_111ed79d_9_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=8,drop_r_2024-06-27_14-33-00/params.json
new file mode 100644
index 0000000..50336d6
--- /dev/null
+++ b/ray_results/test_experiment/train_model_111ed79d_9_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=8,drop_r_2024-06-27_14-33-00/params.json
@@ -0,0 +1,13 @@
+{
+  "batch_size": 2048,
+  "decoder_int_ff": 512,
+  "decoder_int_num_layer": 1,
+  "decoder_rt_ff": 2048,
+  "decoder_rt_num_layer": 8,
+  "drop_rate": 0.18892533975584302,
+  "embedding_dim": 1024,
+  "encoder_ff": 2048,
+  "encoder_num_layer": 4,
+  "lr": 0.0023772931833339287,
+  "n_head": 2
+}
\ No newline at end of file
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new file mode 100644
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new file mode 100644
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new file mode 100644
index 0000000..7a920d9
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new file mode 100644
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new file mode 100644
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index 0000000..b626975
--- /dev/null
+++ b/ray_results/test_experiment/train_model_2ab41427_20_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=8,drop__2024-06-27_16-01-04/error.txt
@@ -0,0 +1,65 @@
+Failure # 1 (occurred at 2024-06-27_16-33-47)
+ray::ImplicitFunc.train() (pid=69992, ip=10.159.28.66, actor_id=4f23fe319defb9cd61c97da301000000, repr=train_model)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/ray/tune/trainable/trainable.py", line 342, in train
+    raise skipped from exception_cause(skipped)
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/ray/air/_internal/util.py", line 88, in run
+    self._ret = self._target(*self._args, **self._kwargs)
+                ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/ray/tune/trainable/function_trainable.py", line 249, in <lambda>
+    training_func=lambda: self._trainable_func(self.config),
+                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/ray/tune/trainable/function_trainable.py", line 332, in _trainable_func
+    output = fn()
+             ^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/ray/tune/trainable/util.py", line 138, in inner
+    return trainable(config, **fn_kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfswork/rech/ute/ucg81ws/these/LC-MS-RT-prediction/main_ray_tune.py", line 66, in train_model
+    pred_rt = net.module.forward_rt(seq)
+              ^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfsdswork/projects/rech/ute/ucg81ws/these/LC-MS-RT-prediction/model_custom.py", line 111, in forward_rt
+    out_rt = self.decoder_RT(enc)
+             ^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1511, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1520, in _call_impl
+    return forward_call(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/container.py", line 217, in forward
+    input = module(input)
+            ^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1511, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1520, in _call_impl
+    return forward_call(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/transformer.py", line 391, in forward
+    output = mod(output, src_mask=mask, is_causal=is_causal, src_key_padding_mask=src_key_padding_mask_for_layers)
+             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1511, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1520, in _call_impl
+    return forward_call(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/transformer.py", line 715, in forward
+    x = self.norm2(x + self._ff_block(x))
+                       ^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/transformer.py", line 730, in _ff_block
+    x = self.linear2(self.dropout(self.activation(self.linear1(x))))
+                                                  ^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1511, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/module.py", line 1520, in _call_impl
+    return forward_call(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/gpfslocalsup/pub/anaconda-py3/2023.09/envs/pytorch-gpu-2.2.0+py3.11.7/lib/python3.11/site-packages/torch/nn/modules/linear.py", line 116, in forward
+    return F.linear(input, self.weight, self.bias)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+torch.cuda.OutOfMemoryError: CUDA out of memory. Tried to allocate 400.00 MiB. GPU 0 has a total capacity of 31.73 GiB of which 116.69 MiB is free. Including non-PyTorch memory, this process has 31.62 GiB memory in use. Of the allocated memory 30.71 GiB is allocated by PyTorch, and 541.03 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)
diff --git a/ray_results/test_experiment/train_model_2ab41427_20_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=8,drop__2024-06-27_16-01-04/events.out.tfevents.1719498812.r8i6n8 b/ray_results/test_experiment/train_model_2ab41427_20_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=8,drop__2024-06-27_16-01-04/events.out.tfevents.1719498812.r8i6n8
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diff --git a/ray_results/test_experiment/train_model_2ab41427_20_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=8,drop__2024-06-27_16-01-04/params.json b/ray_results/test_experiment/train_model_2ab41427_20_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=8,drop__2024-06-27_16-01-04/params.json
new file mode 100644
index 0000000..ab38dc3
--- /dev/null
+++ b/ray_results/test_experiment/train_model_2ab41427_20_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=8,drop__2024-06-27_16-01-04/params.json
@@ -0,0 +1,13 @@
+{
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+  "decoder_int_ff": 512,
+  "decoder_int_num_layer": 1,
+  "decoder_rt_ff": 2048,
+  "decoder_rt_num_layer": 8,
+  "drop_rate": 0.8248444707020037,
+  "embedding_dim": 1024,
+  "encoder_ff": 1024,
+  "encoder_num_layer": 4,
+  "lr": 0.027832194286055118,
+  "n_head": 16
+}
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new file mode 100644
index 0000000..f96f121
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+++ b/ray_results/test_experiment/train_model_32772c28_49_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=1,drop__2024-06-28_02-08-11/params.json
@@ -0,0 +1,13 @@
+{
+  "batch_size": 2048,
+  "decoder_int_ff": 512,
+  "decoder_int_num_layer": 1,
+  "decoder_rt_ff": 2048,
+  "decoder_rt_num_layer": 1,
+  "drop_rate": 0.4976920968263533,
+  "embedding_dim": 1024,
+  "encoder_ff": 512,
+  "encoder_num_layer": 1,
+  "lr": 0.013704737381480214,
+  "n_head": 4
+}
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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diff --git a/ray_results/test_experiment/train_model_5dabf7aa_8_batch_size=1024,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=8,drop_r_2024-06-27_14-31-55/progress.csv b/ray_results/test_experiment/train_model_5dabf7aa_8_batch_size=1024,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=2048,decoder_rt_num_layer=8,drop_r_2024-06-27_14-31-55/progress.csv
new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
index 0000000..abdb6e0
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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diff --git a/ray_results/test_experiment/train_model_fbff5866_7_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=512,decoder_rt_num_layer=2,drop_ra_2024-06-27_14-30-30/result.json b/ray_results/test_experiment/train_model_fbff5866_7_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=512,decoder_rt_num_layer=2,drop_ra_2024-06-27_14-30-30/result.json
new file mode 100644
index 0000000..1881717
--- /dev/null
+++ b/ray_results/test_experiment/train_model_fbff5866_7_batch_size=2048,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=512,decoder_rt_num_layer=2,drop_ra_2024-06-27_14-30-30/result.json
@@ -0,0 +1,8 @@
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diff --git a/ray_results/test_experiment/tuner.pkl b/ray_results/test_experiment/tuner.pkl
index 064732323e8c0aae443330fb73506baaa5ff28c9..a613d19891a6982e11191f621900f0eefbee10bd 100644
GIT binary patch
delta 14
VcmZpYX_DDc%E9Qdxs0QS6#ye*1a$xa

delta 14
VcmZpYX_DDc%E73xxs0QS6#yb~1Wf<{

-- 
GitLab