# Backup Schedule First start an internet instance that won't get killed: ``` srun --pty -A six@cpu -p compil --hint=nomultithread --time=20:00:00 bash --rcfile $six_ALL_CCFRWORK/start-prod ``` then back up: ## logs and eval-results (tiny) ``` gsutil rsync -x ".git" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/tr11-176B-ml-logs gs://bigscience-backups/tr11-176B-ml/tr11-176B-ml-logs gsutil rsync -x ".git" -r $six_ALL_CCFRSTORE/checkpoints/tr11-176B-ml/eval-results gs://bigscience-backups/tr11-176B-ml/tr11-176B-ml-eval-results ``` ## full checkpoint (2.3TB) 12 checkpoints: total 27TB ``` # done gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step3000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step3000 gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step10000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step10000 gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step20000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step20000 gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step30000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step30000 gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step40000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step40000 gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step50000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step50000 gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step60000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step60000 gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step70000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step70000 gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step80000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step80000 gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step90000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step90000 gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step95000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step95000 # in-progress # todo: gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step100000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step100000 gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step110000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step110000 gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step120000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step120000 ``` ## weights only checkpoints (0.33TB) 40 checkpoints: total 13TB - autogenerate the schedule: ``` perl -le 'print qq[gsutil rsync -x "bf16.*" -r \$six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step$_ gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step$_] for map { $_*3000 } 1..40' ``` ``` # done gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step3000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step3000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step6000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step6000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step9000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step9000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step12000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step12000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step15000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step15000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step18000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step18000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step21000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step21000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step24000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step24000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step27000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step27000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step33000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step33000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step36000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step36000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step39000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step39000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step42000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step42000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step45000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step45000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step48000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step48000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step51000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step51000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step54000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step54000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step57000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step57000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step63000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step63000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step66000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step66000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step69000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step69000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step72000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step72000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step75000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step75000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step78000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step78000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step81000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step81000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step84000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step84000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step87000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step87000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step93000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step93000 # in-progress # todo: gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step96000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step96000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step99000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step99000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step102000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step102000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step105000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step105000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step108000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step108000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step111000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step111000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step114000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step114000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step117000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step117000 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step120000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step120000 ``` ## spikes weights only ``` # done gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSTORE/checkpoints/tr11-176B-ml/checkpoints/spikes/global_step31200 gs://bigscience-backups/tr11-176B-ml/checkpoints-spikes-weights/global_step31200 gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSTORE/checkpoints/tr11-176B-ml/checkpoints/spikes/global_step31259 gs://bigscience-backups/tr11-176B-ml/checkpoints-spikes-weights/global_step31259 # in-progress # todo: ``` ## Tarring the checkpoints in STORE Since we don't have too many inodes in STORE we ought to tar the checkpoints ``` cd /gpfsdsstore/projects/rech/six/commun/checkpoints/tr11-176B-ml/checkpoints cd 1 find * -maxdepth 0 -type d -exec tar cvf {}.tar {} \; ```