From 80c0839dfe2c7b16a3a0a820faf88adfa0ccd1eb Mon Sep 17 00:00:00 2001 From: Galen Gorski Date: Wed, 30 Nov 2022 12:29:00 -0600 Subject: [PATCH 1/3] push trained model weights for 0_baseline_LSTM and 2_multitask_dense with new features from [#177] --- 2a_model.R | 12 ++-- .../rep_0/train_weights/.data-00000-of-00001 | Bin 13555 -> 22675 bytes .../nep_100/rep_0/train_weights/.index | Bin 1380 -> 1383 bytes .../rep_1/train_weights/.data-00000-of-00001 | Bin 0 -> 22675 bytes .../nep_100/rep_1/train_weights/.index | Bin 0 -> 1383 bytes .../rep_1/train_weights/.snakemake_timestamp | 0 .../nep_100/rep_1/train_weights/checkpoint | 2 + .../rep_2/train_weights/.data-00000-of-00001 | Bin 0 -> 22675 bytes .../nep_100/rep_2/train_weights/.index | Bin 0 -> 1383 bytes .../rep_2/train_weights/.snakemake_timestamp | 0 .../nep_100/rep_2/train_weights/checkpoint | 2 + .../rep_3/train_weights/.data-00000-of-00001 | Bin 0 -> 22675 bytes .../nep_100/rep_3/train_weights/.index | Bin 0 -> 1383 bytes .../rep_3/train_weights/.snakemake_timestamp | 0 .../nep_100/rep_3/train_weights/checkpoint | 2 + .../rep_4/train_weights/.data-00000-of-00001 | Bin 0 -> 22675 bytes .../nep_100/rep_4/train_weights/.index | Bin 0 -> 1383 bytes .../rep_4/train_weights/.snakemake_timestamp | 0 .../nep_100/rep_4/train_weights/checkpoint | 2 + .../rep_5/train_weights/.data-00000-of-00001 | Bin 0 -> 22675 bytes .../nep_100/rep_5/train_weights/.index | Bin 0 -> 1383 bytes .../rep_5/train_weights/.snakemake_timestamp | 0 .../nep_100/rep_5/train_weights/checkpoint | 2 + .../rep_6/train_weights/.data-00000-of-00001 | Bin 0 -> 22675 bytes .../nep_100/rep_6/train_weights/.index | Bin 0 -> 1383 bytes .../rep_6/train_weights/.snakemake_timestamp | 0 .../nep_100/rep_6/train_weights/checkpoint | 2 + .../rep_7/train_weights/.data-00000-of-00001 | Bin 0 -> 22675 bytes .../nep_100/rep_7/train_weights/.index | Bin 0 -> 1383 bytes .../rep_7/train_weights/.snakemake_timestamp | 0 .../nep_100/rep_7/train_weights/checkpoint | 2 + .../rep_8/train_weights/.data-00000-of-00001 | Bin 0 -> 22675 bytes .../nep_100/rep_8/train_weights/.index | Bin 0 -> 1383 bytes .../rep_8/train_weights/.snakemake_timestamp | 0 .../nep_100/rep_8/train_weights/checkpoint | 2 + .../rep_9/train_weights/.data-00000-of-00001 | Bin 0 -> 22675 bytes .../nep_100/rep_9/train_weights/.index | Bin 0 -> 1383 bytes .../rep_9/train_weights/.snakemake_timestamp | 0 .../nep_100/rep_9/train_weights/checkpoint | 2 + .../rep_0/train_weights/.data-00000-of-00001 | Bin 14787 -> 23907 bytes .../nep_100/rep_0/train_weights/.index | Bin 1758 -> 1761 bytes .../rep_1/train_weights/.data-00000-of-00001 | Bin 0 -> 23907 bytes .../nep_100/rep_1/train_weights/.index | Bin 0 -> 1761 bytes .../rep_1/train_weights/.snakemake_timestamp | 0 .../nep_100/rep_1/train_weights/checkpoint | 2 + .../rep_2/train_weights/.data-00000-of-00001 | Bin 0 -> 23907 bytes .../nep_100/rep_2/train_weights/.index | Bin 0 -> 1761 bytes .../rep_2/train_weights/.snakemake_timestamp | 0 .../nep_100/rep_2/train_weights/checkpoint | 2 + .../rep_3/train_weights/.data-00000-of-00001 | Bin 0 -> 23907 bytes .../nep_100/rep_3/train_weights/.index | Bin 0 -> 1761 bytes .../rep_3/train_weights/.snakemake_timestamp | 0 .../nep_100/rep_3/train_weights/checkpoint | 2 + .../rep_4/train_weights/.data-00000-of-00001 | Bin 0 -> 23907 bytes .../nep_100/rep_4/train_weights/.index | Bin 0 -> 1761 bytes .../rep_4/train_weights/.snakemake_timestamp | 0 .../nep_100/rep_4/train_weights/checkpoint | 2 + .../rep_5/train_weights/.data-00000-of-00001 | Bin 0 -> 23907 bytes .../nep_100/rep_5/train_weights/.index | Bin 0 -> 1761 bytes .../rep_5/train_weights/.snakemake_timestamp | 0 .../nep_100/rep_5/train_weights/checkpoint | 2 + .../rep_6/train_weights/.data-00000-of-00001 | Bin 0 -> 23907 bytes .../nep_100/rep_6/train_weights/.index | Bin 0 -> 1761 bytes .../rep_6/train_weights/.snakemake_timestamp | 0 .../nep_100/rep_6/train_weights/checkpoint | 2 + .../rep_7/train_weights/.data-00000-of-00001 | Bin 0 -> 23907 bytes .../nep_100/rep_7/train_weights/.index | Bin 0 -> 1761 bytes .../rep_7/train_weights/.snakemake_timestamp | 0 .../nep_100/rep_7/train_weights/checkpoint | 2 + .../rep_8/train_weights/.data-00000-of-00001 | Bin 0 -> 23907 bytes .../nep_100/rep_8/train_weights/.index | Bin 0 -> 1761 bytes .../rep_8/train_weights/.snakemake_timestamp | 0 .../nep_100/rep_8/train_weights/checkpoint | 2 + .../rep_9/train_weights/.data-00000-of-00001 | Bin 0 -> 23907 bytes .../nep_100/rep_9/train_weights/.index | Bin 0 -> 1761 bytes .../rep_9/train_weights/.snakemake_timestamp | 0 .../nep_100/rep_9/train_weights/checkpoint | 2 + 2a_model/out/models/add_weights.sh | 2 +- .../src/models/0_baseline_LSTM/config.yml | 8 +-- .../1a_multitask_do_gpp_er.yml | 18 +++--- .../src/models/1_metab_multitask/config.yml | 18 +++--- .../src/models/2_multitask_dense/config.yml | 18 +++--- 2a_model/src/models/config_base.yml | 54 ++++++++++++------ _targets.R | 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100644 2a_model/out/models/2_multitask_dense/nstates_10/nep_100/rep_9/train_weights/checkpoint diff --git a/2a_model.R b/2a_model.R index fa2e0d74..e5cea1d3 100644 --- a/2a_model.R +++ b/2a_model.R @@ -191,12 +191,12 @@ p2a_targets_list <- list( config_path = stringr::str_remove(p2a_config_baseline_LSTM_yml, "2a_model/src/models/")), # the 1_ models use the same model and therefore the same Snakefile # as the 0_baseline_LSTM run - list(model_id = "1_metab_multitask", - snakefile_dir = "0_baseline_LSTM", - config_path = stringr::str_remove(p2a_config_metab_multitask_yml, "2a_model/src/models/")), - list(model_id = "1a_multitask_do_gpp_er", - snakefile_dir = "0_baseline_LSTM", - config_path = stringr::str_remove(p2a_config_1a_metab_multitask_yml, "2a_model/src/models/")), + #list(model_id = "1_metab_multitask", + # snakefile_dir = "0_baseline_LSTM", + # config_path = stringr::str_remove(p2a_config_metab_multitask_yml, "2a_model/src/models/")), + #list(model_id = "1a_multitask_do_gpp_er", + # snakefile_dir = "0_baseline_LSTM", + # config_path = stringr::str_remove(p2a_config_1a_metab_multitask_yml, "2a_model/src/models/")), list(model_id = "2_multitask_dense", snakefile_dir = "2_multitask_dense", config_path = stringr::str_remove(p2a_config_multitask_dense_yml, "2a_model/src/models/")) diff --git a/2a_model/out/models/0_baseline_LSTM/nstates_10/nep_100/rep_0/train_weights/.data-00000-of-00001 b/2a_model/out/models/0_baseline_LSTM/nstates_10/nep_100/rep_0/train_weights/.data-00000-of-00001 index b77125d2f67f33a52b10ba94868c3b8a88b6038e..fcad468980a9d98fe6017a030a1b31f4f084f1cf 100644 GIT binary patch literal 22675 zcmW(+cUX?!|8JK>i&UhkvZC?adyq<2RwW@sAw;AQ+PgF*N!rp-sh)K|_qkJvC@X}F z$|&(kg`}dd-|t-4`Qw~_&pEI6Yn*rNuONCnKZ2$bDrhP7qjX&LY5K4GdHRe)A_q>T za~JoV<|1&4V-*rOD~sFQc+hrk!ublfHKc~CwAA1hc^>C{zX-U1^=9?;k{a&Ra1rJ1 z_l6Ve_Hh;iz1*G$3iMWXJ>8%hNAGb;qWASz)7B5W>B^NCY4wRbI-%e#?Kn;9|A)7? zHysFq>Hk|OcNi1y>JPbE+jU&Yt@B*gx!v3v|9xElH*YRi7vuEedbyjcw{s<>Eu8b` 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zFujAU_P=C57CY>d==WBdEH6mtpxLus^NWr1vAhVO+ZUVX`|Hk<7p#)+kcHX*%A$iM zB820=$fv`Q@7R3v1hYHjCH!A`eO#E4U*z(=%k!0{lYOJL7q;bA+EvtVU9tbU=zX|eL`J17=>7b zm^hdfW-w{+n7T5*%I7x~@(&2{^!1E#4T=x;@ek3@FDS{(&8$i-($6Kvq%Y<`lk_Hp zT+@&dDkDb2j$ELI#s0T1b1I5urxxX<=HS=G0dz1c*wJ?wHEc|8WZjAqG!-M)(FoIa zm;+6Vy1#afmW&tyha)uo$pLEGd+5??25q6-)RM#`lER%;;RK_Gh^en(AD0ki;m)eC z#2jeSw~q-b+C+srtHO&Mpa#x&H>dI_iVz#_T%fSmIKgPzawl3_#8jM;PzRf(aK{v6 zoZFf=_PR3SLhy^HZcnOmRhv}qQmrJ-b z_;OMci}Et_(&LK~OH%P^WCUv50kVkW)yYo`dcs9{dGR@kl|b8)Q*&~N%>Nn+drUMI zFq%%*3Mxu86dJNXMg{A%w&}@;5QtHTjwACKL0Y<&O>pK{6el(<%7Ja$ z!=!OQ)%5)Kk5%H7B}a&H4Hh8dc3hb%Za`FWgy=ew3({4f7{7#HTf8VWxwNP#HLoO| zSf7B>w1&bTb&Uf&riaZryA&z&3BO^A7??l|mz;~8Aes?G9Qd?w0|O&-F+(>mT Date: Wed, 30 Nov 2022 12:35:36 -0600 Subject: [PATCH 2/3] uncomment models in p2a_model_ids target --- 2a_model.R | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/2a_model.R b/2a_model.R index e5cea1d3..26e64e56 100644 --- a/2a_model.R +++ b/2a_model.R @@ -189,14 +189,14 @@ p2a_targets_list <- list( list(model_id = "0_baseline_LSTM", snakefile_dir = "0_baseline_LSTM", config_path = stringr::str_remove(p2a_config_baseline_LSTM_yml, "2a_model/src/models/")), - # the 1_ models use the same model and therefore the same Snakefile - # as the 0_baseline_LSTM run - #list(model_id = "1_metab_multitask", - # snakefile_dir = "0_baseline_LSTM", - # config_path = stringr::str_remove(p2a_config_metab_multitask_yml, "2a_model/src/models/")), - #list(model_id = "1a_multitask_do_gpp_er", - # snakefile_dir = "0_baseline_LSTM", - # config_path = stringr::str_remove(p2a_config_1a_metab_multitask_yml, "2a_model/src/models/")), + #the 1_ models use the same model and therefore the same Snakefile + #as the 0_baseline_LSTM run + list(model_id = "1_metab_multitask", + snakefile_dir = "0_baseline_LSTM", + config_path = stringr::str_remove(p2a_config_metab_multitask_yml, "2a_model/src/models/")), + list(model_id = "1a_multitask_do_gpp_er", + snakefile_dir = "0_baseline_LSTM", + config_path = stringr::str_remove(p2a_config_1a_metab_multitask_yml, "2a_model/src/models/")), list(model_id = "2_multitask_dense", snakefile_dir = "2_multitask_dense", config_path = stringr::str_remove(p2a_config_multitask_dense_yml, "2a_model/src/models/")) From 28fc7ae61631a4e5e04cd0145d111190c41fa0db Mon Sep 17 00:00:00 2001 From: jsadler2 Date: Tue, 13 Dec 2022 11:30:00 -0600 Subject: [PATCH 3/3] comment out 1 and 1a models --- 2a_model.R | 18 ++++++++++-------- 1 file changed, 10 insertions(+), 8 deletions(-) diff --git a/2a_model.R b/2a_model.R index 26e64e56..50829fee 100644 --- a/2a_model.R +++ b/2a_model.R @@ -191,12 +191,12 @@ p2a_targets_list <- list( config_path = stringr::str_remove(p2a_config_baseline_LSTM_yml, "2a_model/src/models/")), #the 1_ models use the same model and therefore the same Snakefile #as the 0_baseline_LSTM run - list(model_id = "1_metab_multitask", - snakefile_dir = "0_baseline_LSTM", - config_path = stringr::str_remove(p2a_config_metab_multitask_yml, "2a_model/src/models/")), - list(model_id = "1a_multitask_do_gpp_er", - snakefile_dir = "0_baseline_LSTM", - config_path = stringr::str_remove(p2a_config_1a_metab_multitask_yml, "2a_model/src/models/")), + #list(model_id = "1_metab_multitask", + #snakefile_dir = "0_baseline_LSTM", + #config_path = stringr::str_remove(p2a_config_metab_multitask_yml, "2a_model/src/models/")), + #list(model_id = "1a_multitask_do_gpp_er", + #snakefile_dir = "0_baseline_LSTM", + #config_path = stringr::str_remove(p2a_config_1a_metab_multitask_yml, "2a_model/src/models/")), list(model_id = "2_multitask_dense", snakefile_dir = "2_multitask_dense", config_path = stringr::str_remove(p2a_config_multitask_dense_yml, "2a_model/src/models/")) @@ -219,16 +219,18 @@ p2a_targets_list <- list( # this path is relative to the Snakefile prepped_data_file <- file.path("../../../out/models",p2a_model_ids$model_id, "prepped.npz") + # make sure the directory is unlocked (this has been a hangup for me) + system(stringr::str_glue("snakemake -s {snakefile_path} --configfile {config_path} --unlock")) # First create the prepped data files if they are not already. # These are needed to make the predictions. system(stringr::str_glue("snakemake {prepped_data_file} -s {snakefile_path} --configfile {config_path} -j")) # Then touch all of the existing files. This makes the weights "up-to-date" # so snakemake doesn't train the models again - system(stringr::str_glue("snakemake -s {snakefile_path} --configfile {config_path} -j --touch")) + system(stringr::str_glue("snakemake -s {snakefile_path} --configfile {config_path} -j --touch --rerun-incomplete")) # then run the snakemake pipeline to produce the predictions and metric files - system(stringr::str_glue("snakemake -s {snakefile_path} --configfile {config_path} -j --rerun-incomplete")) + system(stringr::str_glue("snakemake -s {snakefile_path} --configfile {config_path} -j --rerun-incomplete ")) # print out the metrics file name for the target file.path("2a_model/out/models", p2a_model_ids$model_id, "exp_overall_metrics.csv")

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