EPFL final checkpoints and W&B history 1351-1400 of 1463
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- .gitattributes +13 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_030515-6k91ldtc/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_030515-6k91ldtc/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_030515-6k91ldtc/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_030515-6k91ldtc/run-6k91ldtc.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_030515-8km2sc23/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_030515-8km2sc23/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_030515-8km2sc23/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_030515-8km2sc23/run-8km2sc23.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_030515-ao5edbbv/run-ao5edbbv.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_030515-hmdx78bp/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_030515-hmdx78bp/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_030515-hmdx78bp/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_030515-hmdx78bp/run-hmdx78bp.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_030515-ut49ok16/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_030515-ut49ok16/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_030515-ut49ok16/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_030515-ut49ok16/run-ut49ok16.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-3la36nzy/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-3la36nzy/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-3la36nzy/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-3la36nzy/run-3la36nzy.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-3uan03m3/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-3uan03m3/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-3uan03m3/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-3uan03m3/run-3uan03m3.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-ifgmkpzt/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-ifgmkpzt/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-ifgmkpzt/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-ifgmkpzt/run-ifgmkpzt.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-meicy3md/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-meicy3md/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-meicy3md/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-meicy3md/run-meicy3md.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-n6s56yfr/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-n6s56yfr/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-n6s56yfr/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-n6s56yfr/run-n6s56yfr.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-xc6c08ps/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-xc6c08ps/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-xc6c08ps/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_131249-xc6c08ps/run-xc6c08ps.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-ghfbqjah/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-kbn66izc/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-kbn66izc/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-kbn66izc/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-kbn66izc/run-kbn66izc.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-zgrsvkbi/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-zgrsvkbi/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-zgrsvkbi/logs/debug.log +19 -0
.gitattributes
CHANGED
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@@ -176,3 +176,16 @@ epfl_final/SparseAtt/wandb/run-20260903_142704-7tfq6nwm/run-7tfq6nwm.wandb filte
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epfl_final/SparseAtt/wandb/run-20260903_191410-7tfq6nwm/run-7tfq6nwm.wandb filter=lfs diff=lfs merge=lfs -text
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| 177 |
epfl_final/SparseAtt/wandb/run-20260904_042057-7tfq6nwm/run-7tfq6nwm.wandb filter=lfs diff=lfs merge=lfs -text
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epfl_final/SparseAtt/wandb/offline-run-20260921_030515-1savcbqu/run-1savcbqu.wandb filter=lfs diff=lfs merge=lfs -text
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| 176 |
epfl_final/SparseAtt/wandb/run-20260903_191410-7tfq6nwm/run-7tfq6nwm.wandb filter=lfs diff=lfs merge=lfs -text
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| 177 |
epfl_final/SparseAtt/wandb/run-20260904_042057-7tfq6nwm/run-7tfq6nwm.wandb filter=lfs diff=lfs merge=lfs -text
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| 178 |
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-1savcbqu/run-1savcbqu.wandb filter=lfs diff=lfs merge=lfs -text
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| 179 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-ao5edbbv/run-ao5edbbv.wandb filter=lfs diff=lfs merge=lfs -text
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| 180 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-ut49ok16/run-ut49ok16.wandb filter=lfs diff=lfs merge=lfs -text
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| 181 |
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epfl_final/SparseAtt/wandb/offline-run-20260921_030515-6k91ldtc/run-6k91ldtc.wandb filter=lfs diff=lfs merge=lfs -text
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| 182 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-hmdx78bp/run-hmdx78bp.wandb filter=lfs diff=lfs merge=lfs -text
|
| 183 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-8km2sc23/run-8km2sc23.wandb filter=lfs diff=lfs merge=lfs -text
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| 184 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-ifgmkpzt/run-ifgmkpzt.wandb filter=lfs diff=lfs merge=lfs -text
|
| 185 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-meicy3md/run-meicy3md.wandb filter=lfs diff=lfs merge=lfs -text
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| 186 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-n6s56yfr/run-n6s56yfr.wandb filter=lfs diff=lfs merge=lfs -text
|
| 187 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-3la36nzy/run-3la36nzy.wandb filter=lfs diff=lfs merge=lfs -text
|
| 188 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-xc6c08ps/run-xc6c08ps.wandb filter=lfs diff=lfs merge=lfs -text
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| 189 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-3uan03m3/run-3uan03m3.wandb filter=lfs diff=lfs merge=lfs -text
|
| 190 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-kbn66izc/run-kbn66izc.wandb filter=lfs diff=lfs merge=lfs -text
|
| 191 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-zgrsvkbi/run-zgrsvkbi.wandb filter=lfs diff=lfs merge=lfs -text
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epfl_final/SparseAtt/wandb/offline-run-20260921_030515-6k91ldtc/files/requirements.txt
ADDED
|
@@ -0,0 +1,142 @@
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| 1 |
+
pip==26.0.1
|
| 2 |
+
nvidia-cusparselt-cu13==0.8.0
|
| 3 |
+
mpmath==1.3.0
|
| 4 |
+
cuda-toolkit==13.0.2
|
| 5 |
+
zstandard==0.25.0
|
| 6 |
+
xxhash==3.7.0
|
| 7 |
+
urllib3==2.6.3
|
| 8 |
+
typing_extensions==4.15.0
|
| 9 |
+
triton==3.6.0
|
| 10 |
+
tqdm==4.67.3
|
| 11 |
+
torchinfo==1.8.0
|
| 12 |
+
sympy==1.14.0
|
| 13 |
+
smmap==5.0.3
|
| 14 |
+
six==1.17.0
|
| 15 |
+
shellingham==1.5.4
|
| 16 |
+
setuptools==81.0.0
|
| 17 |
+
safetensors==0.7.0
|
| 18 |
+
regex==2026.4.4
|
| 19 |
+
PyYAML==6.0.3
|
| 20 |
+
Pygments==2.20.0
|
| 21 |
+
pyarrow==24.0.0
|
| 22 |
+
psutil==7.2.2
|
| 23 |
+
protobuf==7.34.1
|
| 24 |
+
propcache==0.4.1
|
| 25 |
+
platformdirs==4.9.6
|
| 26 |
+
packaging==26.2
|
| 27 |
+
nvidia-nvtx==13.0.85
|
| 28 |
+
nvidia-nvshmem-cu13==3.4.5
|
| 29 |
+
nvidia-nvjitlink==13.0.88
|
| 30 |
+
nvidia-nccl-cu13==2.28.9
|
| 31 |
+
nvidia-curand==10.4.0.35
|
| 32 |
+
nvidia-cufile==1.15.1.6
|
| 33 |
+
nvidia-cuda-runtime==13.0.96
|
| 34 |
+
nvidia-cuda-nvrtc==13.0.88
|
| 35 |
+
nvidia-cuda-cupti==13.0.85
|
| 36 |
+
nvidia-cublas==13.1.0.3
|
| 37 |
+
numpy==2.4.4
|
| 38 |
+
networkx==3.6.1
|
| 39 |
+
multidict==6.7.1
|
| 40 |
+
mdurl==0.1.2
|
| 41 |
+
MarkupSafe==3.0.3
|
| 42 |
+
idna==3.13
|
| 43 |
+
hf-xet==1.4.3
|
| 44 |
+
h11==0.16.0
|
| 45 |
+
fsspec==2026.2.0
|
| 46 |
+
frozenlist==1.8.0
|
| 47 |
+
filelock==3.29.0
|
| 48 |
+
dill==0.4.1
|
| 49 |
+
cuda-pathfinder==1.5.4
|
| 50 |
+
click==8.3.3
|
| 51 |
+
charset-normalizer==3.4.7
|
| 52 |
+
certifi==2026.4.22
|
| 53 |
+
attrs==26.1.0
|
| 54 |
+
annotated-types==0.7.0
|
| 55 |
+
annotated-doc==0.0.4
|
| 56 |
+
aiohappyeyeballs==2.6.1
|
| 57 |
+
yarl==1.23.0
|
| 58 |
+
typing-inspection==0.4.2
|
| 59 |
+
sentry-sdk==2.58.0
|
| 60 |
+
requests==2.33.1
|
| 61 |
+
python-dateutil==2.9.0.post0
|
| 62 |
+
pydantic_core==2.46.3
|
| 63 |
+
nvidia-cusparse==12.6.3.3
|
| 64 |
+
nvidia-cufft==12.0.0.61
|
| 65 |
+
nvidia-cudnn-cu13==9.19.0.56
|
| 66 |
+
multiprocess==0.70.19
|
| 67 |
+
markdown-it-py==4.0.0
|
| 68 |
+
Jinja2==3.1.6
|
| 69 |
+
httpcore==1.0.9
|
| 70 |
+
gitdb==4.0.12
|
| 71 |
+
cuda-bindings==13.2.0
|
| 72 |
+
anyio==4.13.0
|
| 73 |
+
aiosignal==1.4.0
|
| 74 |
+
rich==15.0.0
|
| 75 |
+
pydantic==2.13.3
|
| 76 |
+
pandas==3.0.2
|
| 77 |
+
nvidia-cusolver==12.0.4.66
|
| 78 |
+
httpx==0.28.1
|
| 79 |
+
GitPython==3.1.49
|
| 80 |
+
aiohttp==3.13.5
|
| 81 |
+
wandb==0.26.1
|
| 82 |
+
typer==0.25.1
|
| 83 |
+
torch==2.11.0
|
| 84 |
+
huggingface_hub==1.13.0
|
| 85 |
+
tokenizers==0.22.2
|
| 86 |
+
datasets==4.8.5
|
| 87 |
+
accelerate==1.13.0
|
| 88 |
+
transformers==5.7.0
|
| 89 |
+
word2number==1.1
|
| 90 |
+
sqlitedict==2.1.0
|
| 91 |
+
pytz==2026.2
|
| 92 |
+
threadpoolctl==3.6.0
|
| 93 |
+
tcolorpy==0.1.7
|
| 94 |
+
tabulate==0.10.0
|
| 95 |
+
scipy==1.17.1
|
| 96 |
+
portalocker==3.2.0
|
| 97 |
+
pathvalidate==3.3.1
|
| 98 |
+
narwhals==2.22.1
|
| 99 |
+
more-itertools==11.1.0
|
| 100 |
+
lxml==6.1.1
|
| 101 |
+
joblib==1.5.3
|
| 102 |
+
colorama==0.4.6
|
| 103 |
+
chardet==6.0.0.post1
|
| 104 |
+
absl-py==2.4.0
|
| 105 |
+
scikit-learn==1.9.0
|
| 106 |
+
sacrebleu==2.6.0
|
| 107 |
+
nltk==3.9.4
|
| 108 |
+
mbstrdecoder==1.1.5
|
| 109 |
+
typepy==1.3.5
|
| 110 |
+
rouge_score==0.1.2
|
| 111 |
+
DataProperty==1.1.1
|
| 112 |
+
tabledata==1.3.5
|
| 113 |
+
evaluate==0.4.6
|
| 114 |
+
pytablewriter==1.2.1
|
| 115 |
+
lm_eval==0.4.12
|
| 116 |
+
pluggy==1.6.0
|
| 117 |
+
iniconfig==2.3.0
|
| 118 |
+
pytest==9.1.0
|
| 119 |
+
py-spy==0.4.2
|
| 120 |
+
pillow==12.2.0
|
| 121 |
+
tifffile==2026.6.1
|
| 122 |
+
imagecodecs==2026.6.26
|
| 123 |
+
zipp==4.1.0
|
| 124 |
+
importlib_metadata==9.0.0
|
| 125 |
+
derivative==0.6.3
|
| 126 |
+
pysindy==2.1.0
|
| 127 |
+
pyparsing==3.3.2
|
| 128 |
+
kiwisolver==1.5.0
|
| 129 |
+
fonttools==4.63.0
|
| 130 |
+
cycler==0.12.1
|
| 131 |
+
contourpy==1.3.3
|
| 132 |
+
matplotlib==3.11.0
|
| 133 |
+
sortedcontainers==2.4.0
|
| 134 |
+
wcwidth==0.8.2
|
| 135 |
+
sigfig==1.3.19
|
| 136 |
+
importlib_resources==7.1.0
|
| 137 |
+
enum-tools==0.13.0
|
| 138 |
+
cramjam==2.11.0
|
| 139 |
+
python-snappy==0.7.3
|
| 140 |
+
compact-json==1.8.2
|
| 141 |
+
numbers-parser==4.18.5
|
| 142 |
+
entmax==1.3
|
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-6k91ldtc/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,11 @@
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|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T03:05:15.627748328Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
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{"time":"2026-09-21T03:05:15.627774557Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
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{"time":"2026-09-21T03:05:15.977507774Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
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{"time":"2026-09-21T03:05:15.977569276Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
+
{"time":"2026-09-21T03:05:15.977607514Z","level":"INFO","msg":"stream: created new stream","id":"6k91ldtc"}
|
| 6 |
+
{"time":"2026-09-21T03:05:15.977692221Z","level":"INFO","msg":"handler: started"}
|
| 7 |
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{"time":"2026-09-21T03:05:15.986110077Z","level":"INFO","msg":"stream: started"}
|
| 8 |
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{"time":"2026-09-21T03:05:15.986165781Z","level":"INFO","msg":"writer: started","stream_id":"6k91ldtc"}
|
| 9 |
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{"time":"2026-09-21T03:05:15.986204038Z","level":"INFO","msg":"sender: started"}
|
| 10 |
+
{"time":"2026-09-21T03:05:16.013061227Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
+
{"time":"2026-09-21T03:05:16.0130764Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-6k91ldtc/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 03:05:15,374 INFO MainThread:4776 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
| 2 |
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2026-09-21 03:05:15,374 INFO MainThread:4776 [wandb_setup.py:_flush():81] Configure stats pid to 4776
|
| 3 |
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2026-09-21 03:05:15,374 INFO MainThread:4776 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-09-21 03:05:15,374 INFO MainThread:4776 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_030515-6k91ldtc/logs/debug.log
|
| 5 |
+
2026-09-21 03:05:15,374 INFO MainThread:4776 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_030515-6k91ldtc/logs/debug-internal.log
|
| 6 |
+
2026-09-21 03:05:15,374 INFO MainThread:4776 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 03:05:15,374 INFO MainThread:4776 [wandb_init.py:init():855] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'model_path': '/mloscratch/homes/navasard/qwen3_06b_base', 'model_dtype': 'bfloat16', 'init_from_scratch': True, 'train_path': '/mloscratch/homes/navasard/data/fineweb_large/tokenized', 'val_path': None, 'max_seq_length': 8192, 'num_workers': 8, 'output_dir': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s44/run_20260921_030452', 'resume_from_checkpoint': None, 'force_new_run': True, 'num_epochs': 1, 'max_steps': 44000, 'per_device_batch_size': 2, 'gradient_accumulation_steps': 10, 'learning_rate': 0.0005, 'weight_decay': 0.01, 'warmup_steps': 750, 'lr_scheduler': 'cosine', 'max_grad_norm': 1.0, 'save_steps': 22000, 'eval_steps': 250, 'eval_batches': 50, 'logging_steps': 100, 'seed': 44, 'verbose': True, 'checkpoint_activations': False, 'resume_micro_step_override': None, 'strategy': 'ddp', 'mixed_precision': 'bf16', 'wandb_enabled': True, 'wandb_project': 'stochastic_sparsity', 'wandb_name': '365m alibi 8k s44', 'wandb_tags': ['qwen3', '365m', '8k', 'scaleladder', 'alibi', 'seed44'], 'hidden_size': 768, 'intermediate_size': 3072, 'num_attention_heads': 6, 'num_key_value_heads': 2, 'num_hidden_layers': 28, 'head_dim': None, 'attention_dropout': None, 'rope_train_position_scale_set': None, 'positional': 'alibi', 'attention_type': 'dense', 'sparse_block_size': 128, 'sparse_num_random_blocks': 31, 'sparse_mask_pool_size': 1, 'sparse_val_dense_compare': False, 'sparse_layer_indices': None, 'sparse_mask_cache_dir': None, 'sparse_mask_seed': 0, 'sparse_mixed_nrb_set': None, 'dense_mode': False, 'dense_step_intervals': None, '_wandb': {}}
|
| 9 |
+
2026-09-21 03:05:15,374 INFO MainThread:4776 [wandb_init.py:init():898] starting backend
|
| 10 |
+
2026-09-21 03:05:15,616 INFO MainThread:4776 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
+
2026-09-21 03:05:15,987 INFO MainThread:4776 [wandb_init.py:init():918] backend started and connected
|
| 12 |
+
2026-09-21 03:05:15,988 INFO MainThread:4776 [wandb_init.py:init():988] updated telemetry
|
| 13 |
+
2026-09-21 03:05:16,009 INFO MainThread:4776 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-09-21 03:05:16,014 INFO MainThread:4776 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
+
2026-09-21 03:05:16,229 INFO MainThread:4776 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
+
2026-09-21 03:05:16,229 INFO MainThread:4776 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
+
2026-09-21 03:05:16,229 INFO MainThread:4776 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
+
2026-09-21 03:05:16,230 INFO MainThread:4776 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
+
2026-09-21 03:05:16,235 INFO MainThread:4776 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-6k91ldtc/run-6k91ldtc.wandb
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c9fa5a8893b0d64471e1060bb2634231d6cfeb06f87b5f0bdf963159327fa592
|
| 3 |
+
size 9502720
|
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-8km2sc23/files/requirements.txt
ADDED
|
@@ -0,0 +1,142 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
pip==26.0.1
|
| 2 |
+
nvidia-cusparselt-cu13==0.8.0
|
| 3 |
+
mpmath==1.3.0
|
| 4 |
+
cuda-toolkit==13.0.2
|
| 5 |
+
zstandard==0.25.0
|
| 6 |
+
xxhash==3.7.0
|
| 7 |
+
urllib3==2.6.3
|
| 8 |
+
typing_extensions==4.15.0
|
| 9 |
+
triton==3.6.0
|
| 10 |
+
tqdm==4.67.3
|
| 11 |
+
torchinfo==1.8.0
|
| 12 |
+
sympy==1.14.0
|
| 13 |
+
smmap==5.0.3
|
| 14 |
+
six==1.17.0
|
| 15 |
+
shellingham==1.5.4
|
| 16 |
+
setuptools==81.0.0
|
| 17 |
+
safetensors==0.7.0
|
| 18 |
+
regex==2026.4.4
|
| 19 |
+
PyYAML==6.0.3
|
| 20 |
+
Pygments==2.20.0
|
| 21 |
+
pyarrow==24.0.0
|
| 22 |
+
psutil==7.2.2
|
| 23 |
+
protobuf==7.34.1
|
| 24 |
+
propcache==0.4.1
|
| 25 |
+
platformdirs==4.9.6
|
| 26 |
+
packaging==26.2
|
| 27 |
+
nvidia-nvtx==13.0.85
|
| 28 |
+
nvidia-nvshmem-cu13==3.4.5
|
| 29 |
+
nvidia-nvjitlink==13.0.88
|
| 30 |
+
nvidia-nccl-cu13==2.28.9
|
| 31 |
+
nvidia-curand==10.4.0.35
|
| 32 |
+
nvidia-cufile==1.15.1.6
|
| 33 |
+
nvidia-cuda-runtime==13.0.96
|
| 34 |
+
nvidia-cuda-nvrtc==13.0.88
|
| 35 |
+
nvidia-cuda-cupti==13.0.85
|
| 36 |
+
nvidia-cublas==13.1.0.3
|
| 37 |
+
numpy==2.4.4
|
| 38 |
+
networkx==3.6.1
|
| 39 |
+
multidict==6.7.1
|
| 40 |
+
mdurl==0.1.2
|
| 41 |
+
MarkupSafe==3.0.3
|
| 42 |
+
idna==3.13
|
| 43 |
+
hf-xet==1.4.3
|
| 44 |
+
h11==0.16.0
|
| 45 |
+
fsspec==2026.2.0
|
| 46 |
+
frozenlist==1.8.0
|
| 47 |
+
filelock==3.29.0
|
| 48 |
+
dill==0.4.1
|
| 49 |
+
cuda-pathfinder==1.5.4
|
| 50 |
+
click==8.3.3
|
| 51 |
+
charset-normalizer==3.4.7
|
| 52 |
+
certifi==2026.4.22
|
| 53 |
+
attrs==26.1.0
|
| 54 |
+
annotated-types==0.7.0
|
| 55 |
+
annotated-doc==0.0.4
|
| 56 |
+
aiohappyeyeballs==2.6.1
|
| 57 |
+
yarl==1.23.0
|
| 58 |
+
typing-inspection==0.4.2
|
| 59 |
+
sentry-sdk==2.58.0
|
| 60 |
+
requests==2.33.1
|
| 61 |
+
python-dateutil==2.9.0.post0
|
| 62 |
+
pydantic_core==2.46.3
|
| 63 |
+
nvidia-cusparse==12.6.3.3
|
| 64 |
+
nvidia-cufft==12.0.0.61
|
| 65 |
+
nvidia-cudnn-cu13==9.19.0.56
|
| 66 |
+
multiprocess==0.70.19
|
| 67 |
+
markdown-it-py==4.0.0
|
| 68 |
+
Jinja2==3.1.6
|
| 69 |
+
httpcore==1.0.9
|
| 70 |
+
gitdb==4.0.12
|
| 71 |
+
cuda-bindings==13.2.0
|
| 72 |
+
anyio==4.13.0
|
| 73 |
+
aiosignal==1.4.0
|
| 74 |
+
rich==15.0.0
|
| 75 |
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pydantic==2.13.3
|
| 76 |
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pandas==3.0.2
|
| 77 |
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nvidia-cusolver==12.0.4.66
|
| 78 |
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httpx==0.28.1
|
| 79 |
+
GitPython==3.1.49
|
| 80 |
+
aiohttp==3.13.5
|
| 81 |
+
wandb==0.26.1
|
| 82 |
+
typer==0.25.1
|
| 83 |
+
torch==2.11.0
|
| 84 |
+
huggingface_hub==1.13.0
|
| 85 |
+
tokenizers==0.22.2
|
| 86 |
+
datasets==4.8.5
|
| 87 |
+
accelerate==1.13.0
|
| 88 |
+
transformers==5.7.0
|
| 89 |
+
word2number==1.1
|
| 90 |
+
sqlitedict==2.1.0
|
| 91 |
+
pytz==2026.2
|
| 92 |
+
threadpoolctl==3.6.0
|
| 93 |
+
tcolorpy==0.1.7
|
| 94 |
+
tabulate==0.10.0
|
| 95 |
+
scipy==1.17.1
|
| 96 |
+
portalocker==3.2.0
|
| 97 |
+
pathvalidate==3.3.1
|
| 98 |
+
narwhals==2.22.1
|
| 99 |
+
more-itertools==11.1.0
|
| 100 |
+
lxml==6.1.1
|
| 101 |
+
joblib==1.5.3
|
| 102 |
+
colorama==0.4.6
|
| 103 |
+
chardet==6.0.0.post1
|
| 104 |
+
absl-py==2.4.0
|
| 105 |
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scikit-learn==1.9.0
|
| 106 |
+
sacrebleu==2.6.0
|
| 107 |
+
nltk==3.9.4
|
| 108 |
+
mbstrdecoder==1.1.5
|
| 109 |
+
typepy==1.3.5
|
| 110 |
+
rouge_score==0.1.2
|
| 111 |
+
DataProperty==1.1.1
|
| 112 |
+
tabledata==1.3.5
|
| 113 |
+
evaluate==0.4.6
|
| 114 |
+
pytablewriter==1.2.1
|
| 115 |
+
lm_eval==0.4.12
|
| 116 |
+
pluggy==1.6.0
|
| 117 |
+
iniconfig==2.3.0
|
| 118 |
+
pytest==9.1.0
|
| 119 |
+
py-spy==0.4.2
|
| 120 |
+
pillow==12.2.0
|
| 121 |
+
tifffile==2026.6.1
|
| 122 |
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imagecodecs==2026.6.26
|
| 123 |
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zipp==4.1.0
|
| 124 |
+
importlib_metadata==9.0.0
|
| 125 |
+
derivative==0.6.3
|
| 126 |
+
pysindy==2.1.0
|
| 127 |
+
pyparsing==3.3.2
|
| 128 |
+
kiwisolver==1.5.0
|
| 129 |
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fonttools==4.63.0
|
| 130 |
+
cycler==0.12.1
|
| 131 |
+
contourpy==1.3.3
|
| 132 |
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matplotlib==3.11.0
|
| 133 |
+
sortedcontainers==2.4.0
|
| 134 |
+
wcwidth==0.8.2
|
| 135 |
+
sigfig==1.3.19
|
| 136 |
+
importlib_resources==7.1.0
|
| 137 |
+
enum-tools==0.13.0
|
| 138 |
+
cramjam==2.11.0
|
| 139 |
+
python-snappy==0.7.3
|
| 140 |
+
compact-json==1.8.2
|
| 141 |
+
numbers-parser==4.18.5
|
| 142 |
+
entmax==1.3
|
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-8km2sc23/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T03:05:15.647686351Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-09-21T03:05:15.647714233Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
+
{"time":"2026-09-21T03:05:16.001225716Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-09-21T03:05:16.001272596Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
+
{"time":"2026-09-21T03:05:16.001306587Z","level":"INFO","msg":"stream: created new stream","id":"8km2sc23"}
|
| 6 |
+
{"time":"2026-09-21T03:05:16.001376873Z","level":"INFO","msg":"handler: started"}
|
| 7 |
+
{"time":"2026-09-21T03:05:16.007121864Z","level":"INFO","msg":"stream: started"}
|
| 8 |
+
{"time":"2026-09-21T03:05:16.007230587Z","level":"INFO","msg":"writer: started","stream_id":"8km2sc23"}
|
| 9 |
+
{"time":"2026-09-21T03:05:16.007241514Z","level":"INFO","msg":"sender: started"}
|
| 10 |
+
{"time":"2026-09-21T03:05:16.028513461Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
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{"time":"2026-09-21T03:05:16.028534102Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-8km2sc23/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 03:05:15,380 INFO MainThread:4779 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
| 2 |
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2026-09-21 03:05:15,380 INFO MainThread:4779 [wandb_setup.py:_flush():81] Configure stats pid to 4779
|
| 3 |
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2026-09-21 03:05:15,380 INFO MainThread:4779 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
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2026-09-21 03:05:15,380 INFO MainThread:4779 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_030515-8km2sc23/logs/debug.log
|
| 5 |
+
2026-09-21 03:05:15,380 INFO MainThread:4779 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_030515-8km2sc23/logs/debug-internal.log
|
| 6 |
+
2026-09-21 03:05:15,380 INFO MainThread:4779 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 03:05:15,381 INFO MainThread:4779 [wandb_init.py:init():855] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'model_path': '/mloscratch/homes/navasard/qwen3_06b_base', 'model_dtype': 'bfloat16', 'init_from_scratch': True, 'train_path': '/mloscratch/homes/navasard/data/fineweb_large/tokenized', 'val_path': None, 'max_seq_length': 8192, 'num_workers': 8, 'output_dir': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s47/run_20260921_030452', 'resume_from_checkpoint': None, 'force_new_run': True, 'num_epochs': 1, 'max_steps': 44000, 'per_device_batch_size': 2, 'gradient_accumulation_steps': 10, 'learning_rate': 0.0005, 'weight_decay': 0.01, 'warmup_steps': 750, 'lr_scheduler': 'cosine', 'max_grad_norm': 1.0, 'save_steps': 22000, 'eval_steps': 250, 'eval_batches': 50, 'logging_steps': 100, 'seed': 47, 'verbose': True, 'checkpoint_activations': False, 'resume_micro_step_override': None, 'strategy': 'ddp', 'mixed_precision': 'bf16', 'wandb_enabled': True, 'wandb_project': 'stochastic_sparsity', 'wandb_name': '365m alibi 8k s47', 'wandb_tags': ['qwen3', '365m', '8k', 'scaleladder', 'alibi', 'seed47'], 'hidden_size': 768, 'intermediate_size': 3072, 'num_attention_heads': 6, 'num_key_value_heads': 2, 'num_hidden_layers': 28, 'head_dim': None, 'attention_dropout': None, 'rope_train_position_scale_set': None, 'positional': 'alibi', 'attention_type': 'dense', 'sparse_block_size': 128, 'sparse_num_random_blocks': 31, 'sparse_mask_pool_size': 1, 'sparse_val_dense_compare': False, 'sparse_layer_indices': None, 'sparse_mask_cache_dir': None, 'sparse_mask_seed': 0, 'sparse_mixed_nrb_set': None, 'dense_mode': False, 'dense_step_intervals': None, '_wandb': {}}
|
| 9 |
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2026-09-21 03:05:15,381 INFO MainThread:4779 [wandb_init.py:init():898] starting backend
|
| 10 |
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2026-09-21 03:05:15,636 INFO MainThread:4779 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
+
2026-09-21 03:05:16,008 INFO MainThread:4779 [wandb_init.py:init():918] backend started and connected
|
| 12 |
+
2026-09-21 03:05:16,010 INFO MainThread:4779 [wandb_init.py:init():988] updated telemetry
|
| 13 |
+
2026-09-21 03:05:16,025 INFO MainThread:4779 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-09-21 03:05:16,030 INFO MainThread:4779 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
+
2026-09-21 03:05:16,260 INFO MainThread:4779 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
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2026-09-21 03:05:16,260 INFO MainThread:4779 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
+
2026-09-21 03:05:16,260 INFO MainThread:4779 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
+
2026-09-21 03:05:16,260 INFO MainThread:4779 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
+
2026-09-21 03:05:16,262 INFO MainThread:4779 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-8km2sc23/run-8km2sc23.wandb
ADDED
|
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|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:7f20ea78ff25351a9482d7556532b12dfc04bb9feccf50b508a5d996379de376
|
| 3 |
+
size 9502720
|
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-ao5edbbv/run-ao5edbbv.wandb
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
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|
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|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:a47ccd47018e8925ebe18a6bcc6a903833a70cb17c477052d08acb8df1e90288
|
| 3 |
+
size 9502720
|
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-hmdx78bp/files/requirements.txt
ADDED
|
@@ -0,0 +1,142 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
pip==26.0.1
|
| 2 |
+
nvidia-cusparselt-cu13==0.8.0
|
| 3 |
+
mpmath==1.3.0
|
| 4 |
+
cuda-toolkit==13.0.2
|
| 5 |
+
zstandard==0.25.0
|
| 6 |
+
xxhash==3.7.0
|
| 7 |
+
urllib3==2.6.3
|
| 8 |
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typing_extensions==4.15.0
|
| 9 |
+
triton==3.6.0
|
| 10 |
+
tqdm==4.67.3
|
| 11 |
+
torchinfo==1.8.0
|
| 12 |
+
sympy==1.14.0
|
| 13 |
+
smmap==5.0.3
|
| 14 |
+
six==1.17.0
|
| 15 |
+
shellingham==1.5.4
|
| 16 |
+
setuptools==81.0.0
|
| 17 |
+
safetensors==0.7.0
|
| 18 |
+
regex==2026.4.4
|
| 19 |
+
PyYAML==6.0.3
|
| 20 |
+
Pygments==2.20.0
|
| 21 |
+
pyarrow==24.0.0
|
| 22 |
+
psutil==7.2.2
|
| 23 |
+
protobuf==7.34.1
|
| 24 |
+
propcache==0.4.1
|
| 25 |
+
platformdirs==4.9.6
|
| 26 |
+
packaging==26.2
|
| 27 |
+
nvidia-nvtx==13.0.85
|
| 28 |
+
nvidia-nvshmem-cu13==3.4.5
|
| 29 |
+
nvidia-nvjitlink==13.0.88
|
| 30 |
+
nvidia-nccl-cu13==2.28.9
|
| 31 |
+
nvidia-curand==10.4.0.35
|
| 32 |
+
nvidia-cufile==1.15.1.6
|
| 33 |
+
nvidia-cuda-runtime==13.0.96
|
| 34 |
+
nvidia-cuda-nvrtc==13.0.88
|
| 35 |
+
nvidia-cuda-cupti==13.0.85
|
| 36 |
+
nvidia-cublas==13.1.0.3
|
| 37 |
+
numpy==2.4.4
|
| 38 |
+
networkx==3.6.1
|
| 39 |
+
multidict==6.7.1
|
| 40 |
+
mdurl==0.1.2
|
| 41 |
+
MarkupSafe==3.0.3
|
| 42 |
+
idna==3.13
|
| 43 |
+
hf-xet==1.4.3
|
| 44 |
+
h11==0.16.0
|
| 45 |
+
fsspec==2026.2.0
|
| 46 |
+
frozenlist==1.8.0
|
| 47 |
+
filelock==3.29.0
|
| 48 |
+
dill==0.4.1
|
| 49 |
+
cuda-pathfinder==1.5.4
|
| 50 |
+
click==8.3.3
|
| 51 |
+
charset-normalizer==3.4.7
|
| 52 |
+
certifi==2026.4.22
|
| 53 |
+
attrs==26.1.0
|
| 54 |
+
annotated-types==0.7.0
|
| 55 |
+
annotated-doc==0.0.4
|
| 56 |
+
aiohappyeyeballs==2.6.1
|
| 57 |
+
yarl==1.23.0
|
| 58 |
+
typing-inspection==0.4.2
|
| 59 |
+
sentry-sdk==2.58.0
|
| 60 |
+
requests==2.33.1
|
| 61 |
+
python-dateutil==2.9.0.post0
|
| 62 |
+
pydantic_core==2.46.3
|
| 63 |
+
nvidia-cusparse==12.6.3.3
|
| 64 |
+
nvidia-cufft==12.0.0.61
|
| 65 |
+
nvidia-cudnn-cu13==9.19.0.56
|
| 66 |
+
multiprocess==0.70.19
|
| 67 |
+
markdown-it-py==4.0.0
|
| 68 |
+
Jinja2==3.1.6
|
| 69 |
+
httpcore==1.0.9
|
| 70 |
+
gitdb==4.0.12
|
| 71 |
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cuda-bindings==13.2.0
|
| 72 |
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anyio==4.13.0
|
| 73 |
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aiosignal==1.4.0
|
| 74 |
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rich==15.0.0
|
| 75 |
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pydantic==2.13.3
|
| 76 |
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pandas==3.0.2
|
| 77 |
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nvidia-cusolver==12.0.4.66
|
| 78 |
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httpx==0.28.1
|
| 79 |
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GitPython==3.1.49
|
| 80 |
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aiohttp==3.13.5
|
| 81 |
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wandb==0.26.1
|
| 82 |
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typer==0.25.1
|
| 83 |
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torch==2.11.0
|
| 84 |
+
huggingface_hub==1.13.0
|
| 85 |
+
tokenizers==0.22.2
|
| 86 |
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datasets==4.8.5
|
| 87 |
+
accelerate==1.13.0
|
| 88 |
+
transformers==5.7.0
|
| 89 |
+
word2number==1.1
|
| 90 |
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sqlitedict==2.1.0
|
| 91 |
+
pytz==2026.2
|
| 92 |
+
threadpoolctl==3.6.0
|
| 93 |
+
tcolorpy==0.1.7
|
| 94 |
+
tabulate==0.10.0
|
| 95 |
+
scipy==1.17.1
|
| 96 |
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portalocker==3.2.0
|
| 97 |
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pathvalidate==3.3.1
|
| 98 |
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narwhals==2.22.1
|
| 99 |
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more-itertools==11.1.0
|
| 100 |
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lxml==6.1.1
|
| 101 |
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joblib==1.5.3
|
| 102 |
+
colorama==0.4.6
|
| 103 |
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chardet==6.0.0.post1
|
| 104 |
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absl-py==2.4.0
|
| 105 |
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scikit-learn==1.9.0
|
| 106 |
+
sacrebleu==2.6.0
|
| 107 |
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nltk==3.9.4
|
| 108 |
+
mbstrdecoder==1.1.5
|
| 109 |
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typepy==1.3.5
|
| 110 |
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rouge_score==0.1.2
|
| 111 |
+
DataProperty==1.1.1
|
| 112 |
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tabledata==1.3.5
|
| 113 |
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evaluate==0.4.6
|
| 114 |
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pytablewriter==1.2.1
|
| 115 |
+
lm_eval==0.4.12
|
| 116 |
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pluggy==1.6.0
|
| 117 |
+
iniconfig==2.3.0
|
| 118 |
+
pytest==9.1.0
|
| 119 |
+
py-spy==0.4.2
|
| 120 |
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pillow==12.2.0
|
| 121 |
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tifffile==2026.6.1
|
| 122 |
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imagecodecs==2026.6.26
|
| 123 |
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zipp==4.1.0
|
| 124 |
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importlib_metadata==9.0.0
|
| 125 |
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derivative==0.6.3
|
| 126 |
+
pysindy==2.1.0
|
| 127 |
+
pyparsing==3.3.2
|
| 128 |
+
kiwisolver==1.5.0
|
| 129 |
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fonttools==4.63.0
|
| 130 |
+
cycler==0.12.1
|
| 131 |
+
contourpy==1.3.3
|
| 132 |
+
matplotlib==3.11.0
|
| 133 |
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sortedcontainers==2.4.0
|
| 134 |
+
wcwidth==0.8.2
|
| 135 |
+
sigfig==1.3.19
|
| 136 |
+
importlib_resources==7.1.0
|
| 137 |
+
enum-tools==0.13.0
|
| 138 |
+
cramjam==2.11.0
|
| 139 |
+
python-snappy==0.7.3
|
| 140 |
+
compact-json==1.8.2
|
| 141 |
+
numbers-parser==4.18.5
|
| 142 |
+
entmax==1.3
|
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-hmdx78bp/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T03:05:15.644133914Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-09-21T03:05:15.644161065Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
+
{"time":"2026-09-21T03:05:15.995507455Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-09-21T03:05:15.995566224Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
+
{"time":"2026-09-21T03:05:15.995608958Z","level":"INFO","msg":"stream: created new stream","id":"hmdx78bp"}
|
| 6 |
+
{"time":"2026-09-21T03:05:15.995691291Z","level":"INFO","msg":"handler: started"}
|
| 7 |
+
{"time":"2026-09-21T03:05:15.997829013Z","level":"INFO","msg":"stream: started"}
|
| 8 |
+
{"time":"2026-09-21T03:05:15.997901802Z","level":"INFO","msg":"writer: started","stream_id":"hmdx78bp"}
|
| 9 |
+
{"time":"2026-09-21T03:05:15.997918447Z","level":"INFO","msg":"sender: started"}
|
| 10 |
+
{"time":"2026-09-21T03:05:16.02085118Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
+
{"time":"2026-09-21T03:05:16.020873704Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-hmdx78bp/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 03:05:15,378 INFO MainThread:4777 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
| 2 |
+
2026-09-21 03:05:15,378 INFO MainThread:4777 [wandb_setup.py:_flush():81] Configure stats pid to 4777
|
| 3 |
+
2026-09-21 03:05:15,378 INFO MainThread:4777 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-09-21 03:05:15,378 INFO MainThread:4777 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_030515-hmdx78bp/logs/debug.log
|
| 5 |
+
2026-09-21 03:05:15,378 INFO MainThread:4777 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_030515-hmdx78bp/logs/debug-internal.log
|
| 6 |
+
2026-09-21 03:05:15,378 INFO MainThread:4777 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 03:05:15,378 INFO MainThread:4777 [wandb_init.py:init():855] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'model_path': '/mloscratch/homes/navasard/qwen3_06b_base', 'model_dtype': 'bfloat16', 'init_from_scratch': True, 'train_path': '/mloscratch/homes/navasard/data/fineweb_large/tokenized', 'val_path': None, 'max_seq_length': 8192, 'num_workers': 8, 'output_dir': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s45/run_20260921_030452', 'resume_from_checkpoint': None, 'force_new_run': True, 'num_epochs': 1, 'max_steps': 44000, 'per_device_batch_size': 2, 'gradient_accumulation_steps': 10, 'learning_rate': 0.0005, 'weight_decay': 0.01, 'warmup_steps': 750, 'lr_scheduler': 'cosine', 'max_grad_norm': 1.0, 'save_steps': 22000, 'eval_steps': 250, 'eval_batches': 50, 'logging_steps': 100, 'seed': 45, 'verbose': True, 'checkpoint_activations': False, 'resume_micro_step_override': None, 'strategy': 'ddp', 'mixed_precision': 'bf16', 'wandb_enabled': True, 'wandb_project': 'stochastic_sparsity', 'wandb_name': '365m alibi 8k s45', 'wandb_tags': ['qwen3', '365m', '8k', 'scaleladder', 'alibi', 'seed45'], 'hidden_size': 768, 'intermediate_size': 3072, 'num_attention_heads': 6, 'num_key_value_heads': 2, 'num_hidden_layers': 28, 'head_dim': None, 'attention_dropout': None, 'rope_train_position_scale_set': None, 'positional': 'alibi', 'attention_type': 'dense', 'sparse_block_size': 128, 'sparse_num_random_blocks': 31, 'sparse_mask_pool_size': 1, 'sparse_val_dense_compare': False, 'sparse_layer_indices': None, 'sparse_mask_cache_dir': None, 'sparse_mask_seed': 0, 'sparse_mixed_nrb_set': None, 'dense_mode': False, 'dense_step_intervals': None, '_wandb': {}}
|
| 9 |
+
2026-09-21 03:05:15,378 INFO MainThread:4777 [wandb_init.py:init():898] starting backend
|
| 10 |
+
2026-09-21 03:05:15,632 INFO MainThread:4777 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
+
2026-09-21 03:05:15,998 INFO MainThread:4777 [wandb_init.py:init():918] backend started and connected
|
| 12 |
+
2026-09-21 03:05:16,001 INFO MainThread:4777 [wandb_init.py:init():988] updated telemetry
|
| 13 |
+
2026-09-21 03:05:16,018 INFO MainThread:4777 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-09-21 03:05:16,023 INFO MainThread:4777 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
+
2026-09-21 03:05:16,249 INFO MainThread:4777 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
+
2026-09-21 03:05:16,249 INFO MainThread:4777 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
+
2026-09-21 03:05:16,249 INFO MainThread:4777 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
+
2026-09-21 03:05:16,249 INFO MainThread:4777 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
+
2026-09-21 03:05:16,251 INFO MainThread:4777 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-hmdx78bp/run-hmdx78bp.wandb
ADDED
|
@@ -0,0 +1,3 @@
|
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|
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|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:529c1489903aaab749fa0277af1d0a0149c7354fdf132a44620412bbaa1cc1d3
|
| 3 |
+
size 9502720
|
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-ut49ok16/files/requirements.txt
ADDED
|
@@ -0,0 +1,142 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
pip==26.0.1
|
| 2 |
+
nvidia-cusparselt-cu13==0.8.0
|
| 3 |
+
mpmath==1.3.0
|
| 4 |
+
cuda-toolkit==13.0.2
|
| 5 |
+
zstandard==0.25.0
|
| 6 |
+
xxhash==3.7.0
|
| 7 |
+
urllib3==2.6.3
|
| 8 |
+
typing_extensions==4.15.0
|
| 9 |
+
triton==3.6.0
|
| 10 |
+
tqdm==4.67.3
|
| 11 |
+
torchinfo==1.8.0
|
| 12 |
+
sympy==1.14.0
|
| 13 |
+
smmap==5.0.3
|
| 14 |
+
six==1.17.0
|
| 15 |
+
shellingham==1.5.4
|
| 16 |
+
setuptools==81.0.0
|
| 17 |
+
safetensors==0.7.0
|
| 18 |
+
regex==2026.4.4
|
| 19 |
+
PyYAML==6.0.3
|
| 20 |
+
Pygments==2.20.0
|
| 21 |
+
pyarrow==24.0.0
|
| 22 |
+
psutil==7.2.2
|
| 23 |
+
protobuf==7.34.1
|
| 24 |
+
propcache==0.4.1
|
| 25 |
+
platformdirs==4.9.6
|
| 26 |
+
packaging==26.2
|
| 27 |
+
nvidia-nvtx==13.0.85
|
| 28 |
+
nvidia-nvshmem-cu13==3.4.5
|
| 29 |
+
nvidia-nvjitlink==13.0.88
|
| 30 |
+
nvidia-nccl-cu13==2.28.9
|
| 31 |
+
nvidia-curand==10.4.0.35
|
| 32 |
+
nvidia-cufile==1.15.1.6
|
| 33 |
+
nvidia-cuda-runtime==13.0.96
|
| 34 |
+
nvidia-cuda-nvrtc==13.0.88
|
| 35 |
+
nvidia-cuda-cupti==13.0.85
|
| 36 |
+
nvidia-cublas==13.1.0.3
|
| 37 |
+
numpy==2.4.4
|
| 38 |
+
networkx==3.6.1
|
| 39 |
+
multidict==6.7.1
|
| 40 |
+
mdurl==0.1.2
|
| 41 |
+
MarkupSafe==3.0.3
|
| 42 |
+
idna==3.13
|
| 43 |
+
hf-xet==1.4.3
|
| 44 |
+
h11==0.16.0
|
| 45 |
+
fsspec==2026.2.0
|
| 46 |
+
frozenlist==1.8.0
|
| 47 |
+
filelock==3.29.0
|
| 48 |
+
dill==0.4.1
|
| 49 |
+
cuda-pathfinder==1.5.4
|
| 50 |
+
click==8.3.3
|
| 51 |
+
charset-normalizer==3.4.7
|
| 52 |
+
certifi==2026.4.22
|
| 53 |
+
attrs==26.1.0
|
| 54 |
+
annotated-types==0.7.0
|
| 55 |
+
annotated-doc==0.0.4
|
| 56 |
+
aiohappyeyeballs==2.6.1
|
| 57 |
+
yarl==1.23.0
|
| 58 |
+
typing-inspection==0.4.2
|
| 59 |
+
sentry-sdk==2.58.0
|
| 60 |
+
requests==2.33.1
|
| 61 |
+
python-dateutil==2.9.0.post0
|
| 62 |
+
pydantic_core==2.46.3
|
| 63 |
+
nvidia-cusparse==12.6.3.3
|
| 64 |
+
nvidia-cufft==12.0.0.61
|
| 65 |
+
nvidia-cudnn-cu13==9.19.0.56
|
| 66 |
+
multiprocess==0.70.19
|
| 67 |
+
markdown-it-py==4.0.0
|
| 68 |
+
Jinja2==3.1.6
|
| 69 |
+
httpcore==1.0.9
|
| 70 |
+
gitdb==4.0.12
|
| 71 |
+
cuda-bindings==13.2.0
|
| 72 |
+
anyio==4.13.0
|
| 73 |
+
aiosignal==1.4.0
|
| 74 |
+
rich==15.0.0
|
| 75 |
+
pydantic==2.13.3
|
| 76 |
+
pandas==3.0.2
|
| 77 |
+
nvidia-cusolver==12.0.4.66
|
| 78 |
+
httpx==0.28.1
|
| 79 |
+
GitPython==3.1.49
|
| 80 |
+
aiohttp==3.13.5
|
| 81 |
+
wandb==0.26.1
|
| 82 |
+
typer==0.25.1
|
| 83 |
+
torch==2.11.0
|
| 84 |
+
huggingface_hub==1.13.0
|
| 85 |
+
tokenizers==0.22.2
|
| 86 |
+
datasets==4.8.5
|
| 87 |
+
accelerate==1.13.0
|
| 88 |
+
transformers==5.7.0
|
| 89 |
+
word2number==1.1
|
| 90 |
+
sqlitedict==2.1.0
|
| 91 |
+
pytz==2026.2
|
| 92 |
+
threadpoolctl==3.6.0
|
| 93 |
+
tcolorpy==0.1.7
|
| 94 |
+
tabulate==0.10.0
|
| 95 |
+
scipy==1.17.1
|
| 96 |
+
portalocker==3.2.0
|
| 97 |
+
pathvalidate==3.3.1
|
| 98 |
+
narwhals==2.22.1
|
| 99 |
+
more-itertools==11.1.0
|
| 100 |
+
lxml==6.1.1
|
| 101 |
+
joblib==1.5.3
|
| 102 |
+
colorama==0.4.6
|
| 103 |
+
chardet==6.0.0.post1
|
| 104 |
+
absl-py==2.4.0
|
| 105 |
+
scikit-learn==1.9.0
|
| 106 |
+
sacrebleu==2.6.0
|
| 107 |
+
nltk==3.9.4
|
| 108 |
+
mbstrdecoder==1.1.5
|
| 109 |
+
typepy==1.3.5
|
| 110 |
+
rouge_score==0.1.2
|
| 111 |
+
DataProperty==1.1.1
|
| 112 |
+
tabledata==1.3.5
|
| 113 |
+
evaluate==0.4.6
|
| 114 |
+
pytablewriter==1.2.1
|
| 115 |
+
lm_eval==0.4.12
|
| 116 |
+
pluggy==1.6.0
|
| 117 |
+
iniconfig==2.3.0
|
| 118 |
+
pytest==9.1.0
|
| 119 |
+
py-spy==0.4.2
|
| 120 |
+
pillow==12.2.0
|
| 121 |
+
tifffile==2026.6.1
|
| 122 |
+
imagecodecs==2026.6.26
|
| 123 |
+
zipp==4.1.0
|
| 124 |
+
importlib_metadata==9.0.0
|
| 125 |
+
derivative==0.6.3
|
| 126 |
+
pysindy==2.1.0
|
| 127 |
+
pyparsing==3.3.2
|
| 128 |
+
kiwisolver==1.5.0
|
| 129 |
+
fonttools==4.63.0
|
| 130 |
+
cycler==0.12.1
|
| 131 |
+
contourpy==1.3.3
|
| 132 |
+
matplotlib==3.11.0
|
| 133 |
+
sortedcontainers==2.4.0
|
| 134 |
+
wcwidth==0.8.2
|
| 135 |
+
sigfig==1.3.19
|
| 136 |
+
importlib_resources==7.1.0
|
| 137 |
+
enum-tools==0.13.0
|
| 138 |
+
cramjam==2.11.0
|
| 139 |
+
python-snappy==0.7.3
|
| 140 |
+
compact-json==1.8.2
|
| 141 |
+
numbers-parser==4.18.5
|
| 142 |
+
entmax==1.3
|
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-ut49ok16/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T03:05:15.626653773Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-09-21T03:05:15.626680303Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
+
{"time":"2026-09-21T03:05:15.981530157Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-09-21T03:05:15.981590878Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
+
{"time":"2026-09-21T03:05:15.981626161Z","level":"INFO","msg":"stream: created new stream","id":"ut49ok16"}
|
| 6 |
+
{"time":"2026-09-21T03:05:15.981707033Z","level":"INFO","msg":"handler: started"}
|
| 7 |
+
{"time":"2026-09-21T03:05:15.99192309Z","level":"INFO","msg":"stream: started"}
|
| 8 |
+
{"time":"2026-09-21T03:05:15.991947527Z","level":"INFO","msg":"writer: started","stream_id":"ut49ok16"}
|
| 9 |
+
{"time":"2026-09-21T03:05:15.991976481Z","level":"INFO","msg":"sender: started"}
|
| 10 |
+
{"time":"2026-09-21T03:05:16.024492801Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
+
{"time":"2026-09-21T03:05:16.0245186Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-ut49ok16/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
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|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 03:05:15,152 INFO MainThread:4775 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
| 2 |
+
2026-09-21 03:05:15,153 INFO MainThread:4775 [wandb_setup.py:_flush():81] Configure stats pid to 4775
|
| 3 |
+
2026-09-21 03:05:15,153 INFO MainThread:4775 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-09-21 03:05:15,153 INFO MainThread:4775 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_030515-ut49ok16/logs/debug.log
|
| 5 |
+
2026-09-21 03:05:15,153 INFO MainThread:4775 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_030515-ut49ok16/logs/debug-internal.log
|
| 6 |
+
2026-09-21 03:05:15,153 INFO MainThread:4775 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 03:05:15,153 INFO MainThread:4775 [wandb_init.py:init():855] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'model_path': '/mloscratch/homes/navasard/qwen3_06b_base', 'model_dtype': 'bfloat16', 'init_from_scratch': True, 'train_path': '/mloscratch/homes/navasard/data/fineweb_large/tokenized', 'val_path': None, 'max_seq_length': 8192, 'num_workers': 8, 'output_dir': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s43/run_20260921_030452', 'resume_from_checkpoint': None, 'force_new_run': True, 'num_epochs': 1, 'max_steps': 44000, 'per_device_batch_size': 2, 'gradient_accumulation_steps': 10, 'learning_rate': 0.0005, 'weight_decay': 0.01, 'warmup_steps': 750, 'lr_scheduler': 'cosine', 'max_grad_norm': 1.0, 'save_steps': 22000, 'eval_steps': 250, 'eval_batches': 50, 'logging_steps': 100, 'seed': 43, 'verbose': True, 'checkpoint_activations': False, 'resume_micro_step_override': None, 'strategy': 'ddp', 'mixed_precision': 'bf16', 'wandb_enabled': True, 'wandb_project': 'stochastic_sparsity', 'wandb_name': '365m alibi 8k s43', 'wandb_tags': ['qwen3', '365m', '8k', 'scaleladder', 'alibi', 'seed43'], 'hidden_size': 768, 'intermediate_size': 3072, 'num_attention_heads': 6, 'num_key_value_heads': 2, 'num_hidden_layers': 28, 'head_dim': None, 'attention_dropout': None, 'rope_train_position_scale_set': None, 'positional': 'alibi', 'attention_type': 'dense', 'sparse_block_size': 128, 'sparse_num_random_blocks': 31, 'sparse_mask_pool_size': 1, 'sparse_val_dense_compare': False, 'sparse_layer_indices': None, 'sparse_mask_cache_dir': None, 'sparse_mask_seed': 0, 'sparse_mixed_nrb_set': None, 'dense_mode': False, 'dense_step_intervals': None, '_wandb': {}}
|
| 9 |
+
2026-09-21 03:05:15,153 INFO MainThread:4775 [wandb_init.py:init():898] starting backend
|
| 10 |
+
2026-09-21 03:05:15,613 INFO MainThread:4775 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
+
2026-09-21 03:05:15,992 INFO MainThread:4775 [wandb_init.py:init():918] backend started and connected
|
| 12 |
+
2026-09-21 03:05:15,998 INFO MainThread:4775 [wandb_init.py:init():988] updated telemetry
|
| 13 |
+
2026-09-21 03:05:16,020 INFO MainThread:4775 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-09-21 03:05:16,028 INFO MainThread:4775 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
+
2026-09-21 03:05:16,251 INFO MainThread:4775 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
+
2026-09-21 03:05:16,251 INFO MainThread:4775 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
+
2026-09-21 03:05:16,251 INFO MainThread:4775 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
+
2026-09-21 03:05:16,251 INFO MainThread:4775 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
+
2026-09-21 03:05:16,253 INFO MainThread:4775 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_030515-ut49ok16/run-ut49ok16.wandb
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
|
|
|
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:652398a1a92d2ce4c8f034a80d6119d7e6e8370b537dc3bfb78449df8b3d97dc
|
| 3 |
+
size 9502720
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-3la36nzy/files/requirements.txt
ADDED
|
@@ -0,0 +1,142 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
pip==26.0.1
|
| 2 |
+
nvidia-cusparselt-cu13==0.8.0
|
| 3 |
+
mpmath==1.3.0
|
| 4 |
+
cuda-toolkit==13.0.2
|
| 5 |
+
zstandard==0.25.0
|
| 6 |
+
xxhash==3.7.0
|
| 7 |
+
urllib3==2.6.3
|
| 8 |
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typing_extensions==4.15.0
|
| 9 |
+
triton==3.6.0
|
| 10 |
+
tqdm==4.67.3
|
| 11 |
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torchinfo==1.8.0
|
| 12 |
+
sympy==1.14.0
|
| 13 |
+
smmap==5.0.3
|
| 14 |
+
six==1.17.0
|
| 15 |
+
shellingham==1.5.4
|
| 16 |
+
setuptools==81.0.0
|
| 17 |
+
safetensors==0.7.0
|
| 18 |
+
regex==2026.4.4
|
| 19 |
+
PyYAML==6.0.3
|
| 20 |
+
Pygments==2.20.0
|
| 21 |
+
pyarrow==24.0.0
|
| 22 |
+
psutil==7.2.2
|
| 23 |
+
protobuf==7.34.1
|
| 24 |
+
propcache==0.4.1
|
| 25 |
+
platformdirs==4.9.6
|
| 26 |
+
packaging==26.2
|
| 27 |
+
nvidia-nvtx==13.0.85
|
| 28 |
+
nvidia-nvshmem-cu13==3.4.5
|
| 29 |
+
nvidia-nvjitlink==13.0.88
|
| 30 |
+
nvidia-nccl-cu13==2.28.9
|
| 31 |
+
nvidia-curand==10.4.0.35
|
| 32 |
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nvidia-cufile==1.15.1.6
|
| 33 |
+
nvidia-cuda-runtime==13.0.96
|
| 34 |
+
nvidia-cuda-nvrtc==13.0.88
|
| 35 |
+
nvidia-cuda-cupti==13.0.85
|
| 36 |
+
nvidia-cublas==13.1.0.3
|
| 37 |
+
numpy==2.4.4
|
| 38 |
+
networkx==3.6.1
|
| 39 |
+
multidict==6.7.1
|
| 40 |
+
mdurl==0.1.2
|
| 41 |
+
MarkupSafe==3.0.3
|
| 42 |
+
idna==3.13
|
| 43 |
+
hf-xet==1.4.3
|
| 44 |
+
h11==0.16.0
|
| 45 |
+
fsspec==2026.2.0
|
| 46 |
+
frozenlist==1.8.0
|
| 47 |
+
filelock==3.29.0
|
| 48 |
+
dill==0.4.1
|
| 49 |
+
cuda-pathfinder==1.5.4
|
| 50 |
+
click==8.3.3
|
| 51 |
+
charset-normalizer==3.4.7
|
| 52 |
+
certifi==2026.4.22
|
| 53 |
+
attrs==26.1.0
|
| 54 |
+
annotated-types==0.7.0
|
| 55 |
+
annotated-doc==0.0.4
|
| 56 |
+
aiohappyeyeballs==2.6.1
|
| 57 |
+
yarl==1.23.0
|
| 58 |
+
typing-inspection==0.4.2
|
| 59 |
+
sentry-sdk==2.58.0
|
| 60 |
+
requests==2.33.1
|
| 61 |
+
python-dateutil==2.9.0.post0
|
| 62 |
+
pydantic_core==2.46.3
|
| 63 |
+
nvidia-cusparse==12.6.3.3
|
| 64 |
+
nvidia-cufft==12.0.0.61
|
| 65 |
+
nvidia-cudnn-cu13==9.19.0.56
|
| 66 |
+
multiprocess==0.70.19
|
| 67 |
+
markdown-it-py==4.0.0
|
| 68 |
+
Jinja2==3.1.6
|
| 69 |
+
httpcore==1.0.9
|
| 70 |
+
gitdb==4.0.12
|
| 71 |
+
cuda-bindings==13.2.0
|
| 72 |
+
anyio==4.13.0
|
| 73 |
+
aiosignal==1.4.0
|
| 74 |
+
rich==15.0.0
|
| 75 |
+
pydantic==2.13.3
|
| 76 |
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pandas==3.0.2
|
| 77 |
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nvidia-cusolver==12.0.4.66
|
| 78 |
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httpx==0.28.1
|
| 79 |
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GitPython==3.1.49
|
| 80 |
+
aiohttp==3.13.5
|
| 81 |
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wandb==0.26.1
|
| 82 |
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typer==0.25.1
|
| 83 |
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torch==2.11.0
|
| 84 |
+
huggingface_hub==1.13.0
|
| 85 |
+
tokenizers==0.22.2
|
| 86 |
+
datasets==4.8.5
|
| 87 |
+
accelerate==1.13.0
|
| 88 |
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transformers==5.7.0
|
| 89 |
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word2number==1.1
|
| 90 |
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sqlitedict==2.1.0
|
| 91 |
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pytz==2026.2
|
| 92 |
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threadpoolctl==3.6.0
|
| 93 |
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tcolorpy==0.1.7
|
| 94 |
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tabulate==0.10.0
|
| 95 |
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scipy==1.17.1
|
| 96 |
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portalocker==3.2.0
|
| 97 |
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pathvalidate==3.3.1
|
| 98 |
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narwhals==2.22.1
|
| 99 |
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more-itertools==11.1.0
|
| 100 |
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lxml==6.1.1
|
| 101 |
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joblib==1.5.3
|
| 102 |
+
colorama==0.4.6
|
| 103 |
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chardet==6.0.0.post1
|
| 104 |
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absl-py==2.4.0
|
| 105 |
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scikit-learn==1.9.0
|
| 106 |
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sacrebleu==2.6.0
|
| 107 |
+
nltk==3.9.4
|
| 108 |
+
mbstrdecoder==1.1.5
|
| 109 |
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typepy==1.3.5
|
| 110 |
+
rouge_score==0.1.2
|
| 111 |
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DataProperty==1.1.1
|
| 112 |
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tabledata==1.3.5
|
| 113 |
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evaluate==0.4.6
|
| 114 |
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pytablewriter==1.2.1
|
| 115 |
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lm_eval==0.4.12
|
| 116 |
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pluggy==1.6.0
|
| 117 |
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iniconfig==2.3.0
|
| 118 |
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pytest==9.1.0
|
| 119 |
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py-spy==0.4.2
|
| 120 |
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pillow==12.2.0
|
| 121 |
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tifffile==2026.6.1
|
| 122 |
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imagecodecs==2026.6.26
|
| 123 |
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zipp==4.1.0
|
| 124 |
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importlib_metadata==9.0.0
|
| 125 |
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derivative==0.6.3
|
| 126 |
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pysindy==2.1.0
|
| 127 |
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pyparsing==3.3.2
|
| 128 |
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kiwisolver==1.5.0
|
| 129 |
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fonttools==4.63.0
|
| 130 |
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cycler==0.12.1
|
| 131 |
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contourpy==1.3.3
|
| 132 |
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matplotlib==3.11.0
|
| 133 |
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sortedcontainers==2.4.0
|
| 134 |
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wcwidth==0.8.2
|
| 135 |
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sigfig==1.3.19
|
| 136 |
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importlib_resources==7.1.0
|
| 137 |
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enum-tools==0.13.0
|
| 138 |
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cramjam==2.11.0
|
| 139 |
+
python-snappy==0.7.3
|
| 140 |
+
compact-json==1.8.2
|
| 141 |
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numbers-parser==4.18.5
|
| 142 |
+
entmax==1.3
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-3la36nzy/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T13:12:50.483986586Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-09-21T13:12:50.484020637Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
+
{"time":"2026-09-21T13:12:50.838023892Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-09-21T13:12:50.838063321Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
+
{"time":"2026-09-21T13:12:50.838094006Z","level":"INFO","msg":"stream: created new stream","id":"3la36nzy"}
|
| 6 |
+
{"time":"2026-09-21T13:12:50.838213515Z","level":"INFO","msg":"handler: started"}
|
| 7 |
+
{"time":"2026-09-21T13:12:50.841655341Z","level":"INFO","msg":"stream: started"}
|
| 8 |
+
{"time":"2026-09-21T13:12:50.841683162Z","level":"INFO","msg":"writer: started","stream_id":"3la36nzy"}
|
| 9 |
+
{"time":"2026-09-21T13:12:50.841732275Z","level":"INFO","msg":"sender: started"}
|
| 10 |
+
{"time":"2026-09-21T13:12:50.870894371Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
+
{"time":"2026-09-21T13:12:50.87092038Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-3la36nzy/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 13:12:49,924 INFO MainThread:356 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
| 2 |
+
2026-09-21 13:12:49,924 INFO MainThread:356 [wandb_setup.py:_flush():81] Configure stats pid to 356
|
| 3 |
+
2026-09-21 13:12:49,924 INFO MainThread:356 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-09-21 13:12:49,924 INFO MainThread:356 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_131249-3la36nzy/logs/debug.log
|
| 5 |
+
2026-09-21 13:12:49,925 INFO MainThread:356 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_131249-3la36nzy/logs/debug-internal.log
|
| 6 |
+
2026-09-21 13:12:49,925 INFO MainThread:356 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 13:12:49,925 INFO MainThread:356 [wandb_init.py:init():855] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'model_path': '/mloscratch/homes/navasard/qwen3_06b_base', 'model_dtype': 'bfloat16', 'init_from_scratch': True, 'train_path': '/mloscratch/homes/navasard/data/fineweb_large/tokenized', 'val_path': None, 'max_seq_length': 8192, 'num_workers': 8, 'output_dir': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s45/run_20260921_131213', 'resume_from_checkpoint': None, 'force_new_run': True, 'num_epochs': 1, 'max_steps': 44000, 'per_device_batch_size': 2, 'gradient_accumulation_steps': 10, 'learning_rate': 0.0005, 'weight_decay': 0.01, 'warmup_steps': 750, 'lr_scheduler': 'cosine', 'max_grad_norm': 1.0, 'save_steps': 1000, 'eval_steps': 250, 'eval_batches': 50, 'logging_steps': 100, 'seed': 45, 'verbose': True, 'checkpoint_activations': False, 'resume_micro_step_override': None, 'strategy': 'ddp', 'mixed_precision': 'bf16', 'wandb_enabled': True, 'wandb_project': 'stochastic_sparsity', 'wandb_name': '365m alibi 8k s45', 'wandb_tags': ['qwen3', '365m', '8k', 'scaleladder', 'alibi', 'seed45'], 'hidden_size': 768, 'intermediate_size': 3072, 'num_attention_heads': 6, 'num_key_value_heads': 2, 'num_hidden_layers': 28, 'head_dim': None, 'attention_dropout': None, 'rope_train_position_scale_set': None, 'positional': 'alibi', 'attention_type': 'dense', 'sparse_block_size': 128, 'sparse_num_random_blocks': 31, 'sparse_mask_pool_size': 1, 'sparse_val_dense_compare': False, 'sparse_layer_indices': None, 'sparse_mask_cache_dir': None, 'sparse_mask_seed': 0, 'sparse_mixed_nrb_set': None, 'dense_mode': False, 'dense_step_intervals': None, '_wandb': {}}
|
| 9 |
+
2026-09-21 13:12:49,925 INFO MainThread:356 [wandb_init.py:init():898] starting backend
|
| 10 |
+
2026-09-21 13:12:50,469 INFO MainThread:356 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
+
2026-09-21 13:12:50,842 INFO MainThread:356 [wandb_init.py:init():918] backend started and connected
|
| 12 |
+
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|
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2026-09-21 13:12:50,867 INFO MainThread:356 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
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2026-09-21 13:12:50,873 INFO MainThread:356 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
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2026-09-21 13:12:51,121 INFO MainThread:356 [wandb_run.py:_console_start():2554] atexit reg
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2026-09-21 13:12:51,121 INFO MainThread:356 [wandb_run.py:_redirect():2472] Wrapping output streams.
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| 18 |
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2026-09-21 13:12:51,121 INFO MainThread:356 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
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2026-09-21 13:12:51,127 INFO MainThread:356 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-3la36nzy/run-3la36nzy.wandb
ADDED
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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|
| 3 |
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size 622592
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-3uan03m3/files/requirements.txt
ADDED
|
@@ -0,0 +1,142 @@
|
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|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
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|
|
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|
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|
|
|
|
|
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|
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|
|
|
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|
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|
|
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|
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|
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|
|
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|
|
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|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
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|
|
|
|
|
|
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|
|
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|
|
|
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|
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|
| 1 |
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pip==26.0.1
|
| 2 |
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nvidia-cusparselt-cu13==0.8.0
|
| 3 |
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mpmath==1.3.0
|
| 4 |
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cuda-toolkit==13.0.2
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zstandard==0.25.0
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xxhash==3.7.0
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urllib3==2.6.3
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tqdm==4.67.3
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torchinfo==1.8.0
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sympy==1.14.0
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six==1.17.0
|
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shellingham==1.5.4
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setuptools==81.0.0
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safetensors==0.7.0
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regex==2026.4.4
|
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PyYAML==6.0.3
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| 23 |
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protobuf==7.34.1
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| 24 |
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propcache==0.4.1
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platformdirs==4.9.6
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nvidia-nvtx==13.0.85
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nvidia-nvshmem-cu13==3.4.5
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nvidia-nvjitlink==13.0.88
|
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nvidia-nccl-cu13==2.28.9
|
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nvidia-curand==10.4.0.35
|
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|
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nvidia-cuda-runtime==13.0.96
|
| 34 |
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nvidia-cuda-nvrtc==13.0.88
|
| 35 |
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nvidia-cuda-cupti==13.0.85
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nvidia-cublas==13.1.0.3
|
| 37 |
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numpy==2.4.4
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| 38 |
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| 40 |
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mdurl==0.1.2
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idna==3.13
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h11==0.16.0
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| 45 |
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frozenlist==1.8.0
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| 47 |
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filelock==3.29.0
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| 48 |
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dill==0.4.1
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| 49 |
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cuda-pathfinder==1.5.4
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| 50 |
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click==8.3.3
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| 51 |
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charset-normalizer==3.4.7
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certifi==2026.4.22
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attrs==26.1.0
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aiohappyeyeballs==2.6.1
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yarl==1.23.0
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typing-inspection==0.4.2
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sentry-sdk==2.58.0
|
| 60 |
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requests==2.33.1
|
| 61 |
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python-dateutil==2.9.0.post0
|
| 62 |
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pydantic_core==2.46.3
|
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nvidia-cusparse==12.6.3.3
|
| 64 |
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nvidia-cufft==12.0.0.61
|
| 65 |
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nvidia-cudnn-cu13==9.19.0.56
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multiprocess==0.70.19
|
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markdown-it-py==4.0.0
|
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Jinja2==3.1.6
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httpcore==1.0.9
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gitdb==4.0.12
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cuda-bindings==13.2.0
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anyio==4.13.0
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aiosignal==1.4.0
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rich==15.0.0
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pydantic==2.13.3
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pandas==3.0.2
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nvidia-cusolver==12.0.4.66
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GitPython==3.1.49
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aiohttp==3.13.5
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wandb==0.26.1
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| 82 |
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typer==0.25.1
|
| 83 |
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torch==2.11.0
|
| 84 |
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huggingface_hub==1.13.0
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| 85 |
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tokenizers==0.22.2
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| 86 |
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datasets==4.8.5
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accelerate==1.13.0
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| 88 |
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word2number==1.1
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| 91 |
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pytz==2026.2
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| 93 |
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tcolorpy==0.1.7
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scipy==1.17.1
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portalocker==3.2.0
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pathvalidate==3.3.1
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narwhals==2.22.1
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joblib==1.5.3
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chardet==6.0.0.post1
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scikit-learn==1.9.0
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nltk==3.9.4
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rouge_score==0.1.2
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DataProperty==1.1.1
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pytablewriter==1.2.1
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lm_eval==0.4.12
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pytest==9.1.0
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importlib_metadata==9.0.0
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pysindy==2.1.0
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sigfig==1.3.19
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cramjam==2.11.0
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python-snappy==0.7.3
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compact-json==1.8.2
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numbers-parser==4.18.5
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| 142 |
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entmax==1.3
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-3uan03m3/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,11 @@
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|
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|
|
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|
|
|
|
|
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|
|
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|
| 1 |
+
{"time":"2026-09-21T13:12:50.483874479Z","level":"INFO","msg":"wandb-core"}
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| 2 |
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{"time":"2026-09-21T13:12:50.483901889Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
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{"time":"2026-09-21T13:12:50.841088435Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
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| 4 |
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{"time":"2026-09-21T13:12:50.841137017Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
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{"time":"2026-09-21T13:12:50.841184688Z","level":"INFO","msg":"stream: created new stream","id":"3uan03m3"}
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| 6 |
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{"time":"2026-09-21T13:12:50.841265799Z","level":"INFO","msg":"handler: started"}
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| 7 |
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{"time":"2026-09-21T13:12:50.84313623Z","level":"INFO","msg":"stream: started"}
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{"time":"2026-09-21T13:12:50.843167918Z","level":"INFO","msg":"writer: started","stream_id":"3uan03m3"}
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| 9 |
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{"time":"2026-09-21T13:12:50.84320998Z","level":"INFO","msg":"sender: started"}
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| 10 |
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{"time":"2026-09-21T13:12:50.870785509Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
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| 11 |
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{"time":"2026-09-21T13:12:50.870814782Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-3uan03m3/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
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|
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|
|
|
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|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
| 1 |
+
2026-09-21 13:12:49,929 INFO MainThread:353 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
| 2 |
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2026-09-21 13:12:49,929 INFO MainThread:353 [wandb_setup.py:_flush():81] Configure stats pid to 353
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| 3 |
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2026-09-21 13:12:49,929 INFO MainThread:353 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
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2026-09-21 13:12:49,929 INFO MainThread:353 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_131249-3uan03m3/logs/debug.log
|
| 5 |
+
2026-09-21 13:12:49,930 INFO MainThread:353 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_131249-3uan03m3/logs/debug-internal.log
|
| 6 |
+
2026-09-21 13:12:49,930 INFO MainThread:353 [wandb_init.py:init():850] calling init triggers
|
| 7 |
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2026-09-21 13:12:49,930 INFO MainThread:353 [wandb_init.py:init():855] wandb.init called with sweep_config: {}
|
| 8 |
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config: {'model_path': '/mloscratch/homes/navasard/qwen3_06b_base', 'model_dtype': 'bfloat16', 'init_from_scratch': True, 'train_path': '/mloscratch/homes/navasard/data/fineweb_large/tokenized', 'val_path': None, 'max_seq_length': 8192, 'num_workers': 8, 'output_dir': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s42/run_20260921_131213', 'resume_from_checkpoint': None, 'force_new_run': True, 'num_epochs': 1, 'max_steps': 44000, 'per_device_batch_size': 2, 'gradient_accumulation_steps': 10, 'learning_rate': 0.0005, 'weight_decay': 0.01, 'warmup_steps': 750, 'lr_scheduler': 'cosine', 'max_grad_norm': 1.0, 'save_steps': 1000, 'eval_steps': 250, 'eval_batches': 50, 'logging_steps': 100, 'seed': 42, 'verbose': True, 'checkpoint_activations': False, 'resume_micro_step_override': None, 'strategy': 'ddp', 'mixed_precision': 'bf16', 'wandb_enabled': True, 'wandb_project': 'stochastic_sparsity', 'wandb_name': '365m alibi 8k s42', 'wandb_tags': ['qwen3', '365m', '8k', 'scaleladder', 'alibi', 'seed42'], 'hidden_size': 768, 'intermediate_size': 3072, 'num_attention_heads': 6, 'num_key_value_heads': 2, 'num_hidden_layers': 28, 'head_dim': None, 'attention_dropout': None, 'rope_train_position_scale_set': None, 'positional': 'alibi', 'attention_type': 'dense', 'sparse_block_size': 128, 'sparse_num_random_blocks': 31, 'sparse_mask_pool_size': 1, 'sparse_val_dense_compare': False, 'sparse_layer_indices': None, 'sparse_mask_cache_dir': None, 'sparse_mask_seed': 0, 'sparse_mixed_nrb_set': None, 'dense_mode': False, 'dense_step_intervals': None, '_wandb': {}}
|
| 9 |
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2026-09-21 13:12:49,930 INFO MainThread:353 [wandb_init.py:init():898] starting backend
|
| 10 |
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2026-09-21 13:12:50,469 INFO MainThread:353 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
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2026-09-21 13:12:50,844 INFO MainThread:353 [wandb_init.py:init():918] backend started and connected
|
| 12 |
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2026-09-21 13:12:50,847 INFO MainThread:353 [wandb_init.py:init():988] updated telemetry
|
| 13 |
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2026-09-21 13:12:50,867 INFO MainThread:353 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
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2026-09-21 13:12:50,873 INFO MainThread:353 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
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2026-09-21 13:12:51,108 INFO MainThread:353 [wandb_run.py:_console_start():2554] atexit reg
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| 16 |
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2026-09-21 13:12:51,108 INFO MainThread:353 [wandb_run.py:_redirect():2403] redirect: wrap_raw
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| 17 |
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2026-09-21 13:12:51,108 INFO MainThread:353 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
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2026-09-21 13:12:51,108 INFO MainThread:353 [wandb_run.py:_redirect():2495] Redirects installed.
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| 19 |
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2026-09-21 13:12:51,115 INFO MainThread:353 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-3uan03m3/run-3uan03m3.wandb
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:8131887d0f9a50fc1d08591b27b346f6ac4586d89dfbf1fd0cf022321587af0f
|
| 3 |
+
size 622592
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epfl_final/SparseAtt/wandb/offline-run-20260921_131249-ifgmkpzt/files/requirements.txt
ADDED
|
@@ -0,0 +1,142 @@
|
|
|
|
|
|
|
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|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
pip==26.0.1
|
| 2 |
+
nvidia-cusparselt-cu13==0.8.0
|
| 3 |
+
mpmath==1.3.0
|
| 4 |
+
cuda-toolkit==13.0.2
|
| 5 |
+
zstandard==0.25.0
|
| 6 |
+
xxhash==3.7.0
|
| 7 |
+
urllib3==2.6.3
|
| 8 |
+
typing_extensions==4.15.0
|
| 9 |
+
triton==3.6.0
|
| 10 |
+
tqdm==4.67.3
|
| 11 |
+
torchinfo==1.8.0
|
| 12 |
+
sympy==1.14.0
|
| 13 |
+
smmap==5.0.3
|
| 14 |
+
six==1.17.0
|
| 15 |
+
shellingham==1.5.4
|
| 16 |
+
setuptools==81.0.0
|
| 17 |
+
safetensors==0.7.0
|
| 18 |
+
regex==2026.4.4
|
| 19 |
+
PyYAML==6.0.3
|
| 20 |
+
Pygments==2.20.0
|
| 21 |
+
pyarrow==24.0.0
|
| 22 |
+
psutil==7.2.2
|
| 23 |
+
protobuf==7.34.1
|
| 24 |
+
propcache==0.4.1
|
| 25 |
+
platformdirs==4.9.6
|
| 26 |
+
packaging==26.2
|
| 27 |
+
nvidia-nvtx==13.0.85
|
| 28 |
+
nvidia-nvshmem-cu13==3.4.5
|
| 29 |
+
nvidia-nvjitlink==13.0.88
|
| 30 |
+
nvidia-nccl-cu13==2.28.9
|
| 31 |
+
nvidia-curand==10.4.0.35
|
| 32 |
+
nvidia-cufile==1.15.1.6
|
| 33 |
+
nvidia-cuda-runtime==13.0.96
|
| 34 |
+
nvidia-cuda-nvrtc==13.0.88
|
| 35 |
+
nvidia-cuda-cupti==13.0.85
|
| 36 |
+
nvidia-cublas==13.1.0.3
|
| 37 |
+
numpy==2.4.4
|
| 38 |
+
networkx==3.6.1
|
| 39 |
+
multidict==6.7.1
|
| 40 |
+
mdurl==0.1.2
|
| 41 |
+
MarkupSafe==3.0.3
|
| 42 |
+
idna==3.13
|
| 43 |
+
hf-xet==1.4.3
|
| 44 |
+
h11==0.16.0
|
| 45 |
+
fsspec==2026.2.0
|
| 46 |
+
frozenlist==1.8.0
|
| 47 |
+
filelock==3.29.0
|
| 48 |
+
dill==0.4.1
|
| 49 |
+
cuda-pathfinder==1.5.4
|
| 50 |
+
click==8.3.3
|
| 51 |
+
charset-normalizer==3.4.7
|
| 52 |
+
certifi==2026.4.22
|
| 53 |
+
attrs==26.1.0
|
| 54 |
+
annotated-types==0.7.0
|
| 55 |
+
annotated-doc==0.0.4
|
| 56 |
+
aiohappyeyeballs==2.6.1
|
| 57 |
+
yarl==1.23.0
|
| 58 |
+
typing-inspection==0.4.2
|
| 59 |
+
sentry-sdk==2.58.0
|
| 60 |
+
requests==2.33.1
|
| 61 |
+
python-dateutil==2.9.0.post0
|
| 62 |
+
pydantic_core==2.46.3
|
| 63 |
+
nvidia-cusparse==12.6.3.3
|
| 64 |
+
nvidia-cufft==12.0.0.61
|
| 65 |
+
nvidia-cudnn-cu13==9.19.0.56
|
| 66 |
+
multiprocess==0.70.19
|
| 67 |
+
markdown-it-py==4.0.0
|
| 68 |
+
Jinja2==3.1.6
|
| 69 |
+
httpcore==1.0.9
|
| 70 |
+
gitdb==4.0.12
|
| 71 |
+
cuda-bindings==13.2.0
|
| 72 |
+
anyio==4.13.0
|
| 73 |
+
aiosignal==1.4.0
|
| 74 |
+
rich==15.0.0
|
| 75 |
+
pydantic==2.13.3
|
| 76 |
+
pandas==3.0.2
|
| 77 |
+
nvidia-cusolver==12.0.4.66
|
| 78 |
+
httpx==0.28.1
|
| 79 |
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GitPython==3.1.49
|
| 80 |
+
aiohttp==3.13.5
|
| 81 |
+
wandb==0.26.1
|
| 82 |
+
typer==0.25.1
|
| 83 |
+
torch==2.11.0
|
| 84 |
+
huggingface_hub==1.13.0
|
| 85 |
+
tokenizers==0.22.2
|
| 86 |
+
datasets==4.8.5
|
| 87 |
+
accelerate==1.13.0
|
| 88 |
+
transformers==5.7.0
|
| 89 |
+
word2number==1.1
|
| 90 |
+
sqlitedict==2.1.0
|
| 91 |
+
pytz==2026.2
|
| 92 |
+
threadpoolctl==3.6.0
|
| 93 |
+
tcolorpy==0.1.7
|
| 94 |
+
tabulate==0.10.0
|
| 95 |
+
scipy==1.17.1
|
| 96 |
+
portalocker==3.2.0
|
| 97 |
+
pathvalidate==3.3.1
|
| 98 |
+
narwhals==2.22.1
|
| 99 |
+
more-itertools==11.1.0
|
| 100 |
+
lxml==6.1.1
|
| 101 |
+
joblib==1.5.3
|
| 102 |
+
colorama==0.4.6
|
| 103 |
+
chardet==6.0.0.post1
|
| 104 |
+
absl-py==2.4.0
|
| 105 |
+
scikit-learn==1.9.0
|
| 106 |
+
sacrebleu==2.6.0
|
| 107 |
+
nltk==3.9.4
|
| 108 |
+
mbstrdecoder==1.1.5
|
| 109 |
+
typepy==1.3.5
|
| 110 |
+
rouge_score==0.1.2
|
| 111 |
+
DataProperty==1.1.1
|
| 112 |
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tabledata==1.3.5
|
| 113 |
+
evaluate==0.4.6
|
| 114 |
+
pytablewriter==1.2.1
|
| 115 |
+
lm_eval==0.4.12
|
| 116 |
+
pluggy==1.6.0
|
| 117 |
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iniconfig==2.3.0
|
| 118 |
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pytest==9.1.0
|
| 119 |
+
py-spy==0.4.2
|
| 120 |
+
pillow==12.2.0
|
| 121 |
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tifffile==2026.6.1
|
| 122 |
+
imagecodecs==2026.6.26
|
| 123 |
+
zipp==4.1.0
|
| 124 |
+
importlib_metadata==9.0.0
|
| 125 |
+
derivative==0.6.3
|
| 126 |
+
pysindy==2.1.0
|
| 127 |
+
pyparsing==3.3.2
|
| 128 |
+
kiwisolver==1.5.0
|
| 129 |
+
fonttools==4.63.0
|
| 130 |
+
cycler==0.12.1
|
| 131 |
+
contourpy==1.3.3
|
| 132 |
+
matplotlib==3.11.0
|
| 133 |
+
sortedcontainers==2.4.0
|
| 134 |
+
wcwidth==0.8.2
|
| 135 |
+
sigfig==1.3.19
|
| 136 |
+
importlib_resources==7.1.0
|
| 137 |
+
enum-tools==0.13.0
|
| 138 |
+
cramjam==2.11.0
|
| 139 |
+
python-snappy==0.7.3
|
| 140 |
+
compact-json==1.8.2
|
| 141 |
+
numbers-parser==4.18.5
|
| 142 |
+
entmax==1.3
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-ifgmkpzt/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T13:12:50.483216577Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-09-21T13:12:50.483239Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
+
{"time":"2026-09-21T13:12:50.836243114Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-09-21T13:12:50.836287921Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
+
{"time":"2026-09-21T13:12:50.836332528Z","level":"INFO","msg":"stream: created new stream","id":"ifgmkpzt"}
|
| 6 |
+
{"time":"2026-09-21T13:12:50.836402232Z","level":"INFO","msg":"handler: started"}
|
| 7 |
+
{"time":"2026-09-21T13:12:50.839011786Z","level":"INFO","msg":"stream: started"}
|
| 8 |
+
{"time":"2026-09-21T13:12:50.839030384Z","level":"INFO","msg":"writer: started","stream_id":"ifgmkpzt"}
|
| 9 |
+
{"time":"2026-09-21T13:12:50.839085496Z","level":"INFO","msg":"sender: started"}
|
| 10 |
+
{"time":"2026-09-21T13:12:50.870954671Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
+
{"time":"2026-09-21T13:12:50.870977545Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-ifgmkpzt/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 13:12:49,902 INFO MainThread:355 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
| 2 |
+
2026-09-21 13:12:49,902 INFO MainThread:355 [wandb_setup.py:_flush():81] Configure stats pid to 355
|
| 3 |
+
2026-09-21 13:12:49,902 INFO MainThread:355 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-09-21 13:12:49,902 INFO MainThread:355 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_131249-ifgmkpzt/logs/debug.log
|
| 5 |
+
2026-09-21 13:12:49,902 INFO MainThread:355 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_131249-ifgmkpzt/logs/debug-internal.log
|
| 6 |
+
2026-09-21 13:12:49,902 INFO MainThread:355 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 13:12:49,902 INFO MainThread:355 [wandb_init.py:init():855] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'model_path': '/mloscratch/homes/navasard/qwen3_06b_base', 'model_dtype': 'bfloat16', 'init_from_scratch': True, 'train_path': '/mloscratch/homes/navasard/data/fineweb_large/tokenized', 'val_path': None, 'max_seq_length': 8192, 'num_workers': 8, 'output_dir': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s44/run_20260921_131213', 'resume_from_checkpoint': None, 'force_new_run': True, 'num_epochs': 1, 'max_steps': 44000, 'per_device_batch_size': 2, 'gradient_accumulation_steps': 10, 'learning_rate': 0.0005, 'weight_decay': 0.01, 'warmup_steps': 750, 'lr_scheduler': 'cosine', 'max_grad_norm': 1.0, 'save_steps': 1000, 'eval_steps': 250, 'eval_batches': 50, 'logging_steps': 100, 'seed': 44, 'verbose': True, 'checkpoint_activations': False, 'resume_micro_step_override': None, 'strategy': 'ddp', 'mixed_precision': 'bf16', 'wandb_enabled': True, 'wandb_project': 'stochastic_sparsity', 'wandb_name': '365m alibi 8k s44', 'wandb_tags': ['qwen3', '365m', '8k', 'scaleladder', 'alibi', 'seed44'], 'hidden_size': 768, 'intermediate_size': 3072, 'num_attention_heads': 6, 'num_key_value_heads': 2, 'num_hidden_layers': 28, 'head_dim': None, 'attention_dropout': None, 'rope_train_position_scale_set': None, 'positional': 'alibi', 'attention_type': 'dense', 'sparse_block_size': 128, 'sparse_num_random_blocks': 31, 'sparse_mask_pool_size': 1, 'sparse_val_dense_compare': False, 'sparse_layer_indices': None, 'sparse_mask_cache_dir': None, 'sparse_mask_seed': 0, 'sparse_mixed_nrb_set': None, 'dense_mode': False, 'dense_step_intervals': None, '_wandb': {}}
|
| 9 |
+
2026-09-21 13:12:49,902 INFO MainThread:355 [wandb_init.py:init():898] starting backend
|
| 10 |
+
2026-09-21 13:12:50,469 INFO MainThread:355 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
+
2026-09-21 13:12:50,839 INFO MainThread:355 [wandb_init.py:init():918] backend started and connected
|
| 12 |
+
2026-09-21 13:12:50,843 INFO MainThread:355 [wandb_init.py:init():988] updated telemetry
|
| 13 |
+
2026-09-21 13:12:50,867 INFO MainThread:355 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-09-21 13:12:50,873 INFO MainThread:355 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
+
2026-09-21 13:12:51,130 INFO MainThread:355 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
+
2026-09-21 13:12:51,130 INFO MainThread:355 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
+
2026-09-21 13:12:51,130 INFO MainThread:355 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
+
2026-09-21 13:12:51,131 INFO MainThread:355 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
+
2026-09-21 13:12:51,133 INFO MainThread:355 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-ifgmkpzt/run-ifgmkpzt.wandb
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:b50e684727aea5e38ea564a5e13082ab3e25791c61b34c009b307cc1a7eb8bbd
|
| 3 |
+
size 622592
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-meicy3md/files/requirements.txt
ADDED
|
@@ -0,0 +1,142 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
pip==26.0.1
|
| 2 |
+
nvidia-cusparselt-cu13==0.8.0
|
| 3 |
+
mpmath==1.3.0
|
| 4 |
+
cuda-toolkit==13.0.2
|
| 5 |
+
zstandard==0.25.0
|
| 6 |
+
xxhash==3.7.0
|
| 7 |
+
urllib3==2.6.3
|
| 8 |
+
typing_extensions==4.15.0
|
| 9 |
+
triton==3.6.0
|
| 10 |
+
tqdm==4.67.3
|
| 11 |
+
torchinfo==1.8.0
|
| 12 |
+
sympy==1.14.0
|
| 13 |
+
smmap==5.0.3
|
| 14 |
+
six==1.17.0
|
| 15 |
+
shellingham==1.5.4
|
| 16 |
+
setuptools==81.0.0
|
| 17 |
+
safetensors==0.7.0
|
| 18 |
+
regex==2026.4.4
|
| 19 |
+
PyYAML==6.0.3
|
| 20 |
+
Pygments==2.20.0
|
| 21 |
+
pyarrow==24.0.0
|
| 22 |
+
psutil==7.2.2
|
| 23 |
+
protobuf==7.34.1
|
| 24 |
+
propcache==0.4.1
|
| 25 |
+
platformdirs==4.9.6
|
| 26 |
+
packaging==26.2
|
| 27 |
+
nvidia-nvtx==13.0.85
|
| 28 |
+
nvidia-nvshmem-cu13==3.4.5
|
| 29 |
+
nvidia-nvjitlink==13.0.88
|
| 30 |
+
nvidia-nccl-cu13==2.28.9
|
| 31 |
+
nvidia-curand==10.4.0.35
|
| 32 |
+
nvidia-cufile==1.15.1.6
|
| 33 |
+
nvidia-cuda-runtime==13.0.96
|
| 34 |
+
nvidia-cuda-nvrtc==13.0.88
|
| 35 |
+
nvidia-cuda-cupti==13.0.85
|
| 36 |
+
nvidia-cublas==13.1.0.3
|
| 37 |
+
numpy==2.4.4
|
| 38 |
+
networkx==3.6.1
|
| 39 |
+
multidict==6.7.1
|
| 40 |
+
mdurl==0.1.2
|
| 41 |
+
MarkupSafe==3.0.3
|
| 42 |
+
idna==3.13
|
| 43 |
+
hf-xet==1.4.3
|
| 44 |
+
h11==0.16.0
|
| 45 |
+
fsspec==2026.2.0
|
| 46 |
+
frozenlist==1.8.0
|
| 47 |
+
filelock==3.29.0
|
| 48 |
+
dill==0.4.1
|
| 49 |
+
cuda-pathfinder==1.5.4
|
| 50 |
+
click==8.3.3
|
| 51 |
+
charset-normalizer==3.4.7
|
| 52 |
+
certifi==2026.4.22
|
| 53 |
+
attrs==26.1.0
|
| 54 |
+
annotated-types==0.7.0
|
| 55 |
+
annotated-doc==0.0.4
|
| 56 |
+
aiohappyeyeballs==2.6.1
|
| 57 |
+
yarl==1.23.0
|
| 58 |
+
typing-inspection==0.4.2
|
| 59 |
+
sentry-sdk==2.58.0
|
| 60 |
+
requests==2.33.1
|
| 61 |
+
python-dateutil==2.9.0.post0
|
| 62 |
+
pydantic_core==2.46.3
|
| 63 |
+
nvidia-cusparse==12.6.3.3
|
| 64 |
+
nvidia-cufft==12.0.0.61
|
| 65 |
+
nvidia-cudnn-cu13==9.19.0.56
|
| 66 |
+
multiprocess==0.70.19
|
| 67 |
+
markdown-it-py==4.0.0
|
| 68 |
+
Jinja2==3.1.6
|
| 69 |
+
httpcore==1.0.9
|
| 70 |
+
gitdb==4.0.12
|
| 71 |
+
cuda-bindings==13.2.0
|
| 72 |
+
anyio==4.13.0
|
| 73 |
+
aiosignal==1.4.0
|
| 74 |
+
rich==15.0.0
|
| 75 |
+
pydantic==2.13.3
|
| 76 |
+
pandas==3.0.2
|
| 77 |
+
nvidia-cusolver==12.0.4.66
|
| 78 |
+
httpx==0.28.1
|
| 79 |
+
GitPython==3.1.49
|
| 80 |
+
aiohttp==3.13.5
|
| 81 |
+
wandb==0.26.1
|
| 82 |
+
typer==0.25.1
|
| 83 |
+
torch==2.11.0
|
| 84 |
+
huggingface_hub==1.13.0
|
| 85 |
+
tokenizers==0.22.2
|
| 86 |
+
datasets==4.8.5
|
| 87 |
+
accelerate==1.13.0
|
| 88 |
+
transformers==5.7.0
|
| 89 |
+
word2number==1.1
|
| 90 |
+
sqlitedict==2.1.0
|
| 91 |
+
pytz==2026.2
|
| 92 |
+
threadpoolctl==3.6.0
|
| 93 |
+
tcolorpy==0.1.7
|
| 94 |
+
tabulate==0.10.0
|
| 95 |
+
scipy==1.17.1
|
| 96 |
+
portalocker==3.2.0
|
| 97 |
+
pathvalidate==3.3.1
|
| 98 |
+
narwhals==2.22.1
|
| 99 |
+
more-itertools==11.1.0
|
| 100 |
+
lxml==6.1.1
|
| 101 |
+
joblib==1.5.3
|
| 102 |
+
colorama==0.4.6
|
| 103 |
+
chardet==6.0.0.post1
|
| 104 |
+
absl-py==2.4.0
|
| 105 |
+
scikit-learn==1.9.0
|
| 106 |
+
sacrebleu==2.6.0
|
| 107 |
+
nltk==3.9.4
|
| 108 |
+
mbstrdecoder==1.1.5
|
| 109 |
+
typepy==1.3.5
|
| 110 |
+
rouge_score==0.1.2
|
| 111 |
+
DataProperty==1.1.1
|
| 112 |
+
tabledata==1.3.5
|
| 113 |
+
evaluate==0.4.6
|
| 114 |
+
pytablewriter==1.2.1
|
| 115 |
+
lm_eval==0.4.12
|
| 116 |
+
pluggy==1.6.0
|
| 117 |
+
iniconfig==2.3.0
|
| 118 |
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pytest==9.1.0
|
| 119 |
+
py-spy==0.4.2
|
| 120 |
+
pillow==12.2.0
|
| 121 |
+
tifffile==2026.6.1
|
| 122 |
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imagecodecs==2026.6.26
|
| 123 |
+
zipp==4.1.0
|
| 124 |
+
importlib_metadata==9.0.0
|
| 125 |
+
derivative==0.6.3
|
| 126 |
+
pysindy==2.1.0
|
| 127 |
+
pyparsing==3.3.2
|
| 128 |
+
kiwisolver==1.5.0
|
| 129 |
+
fonttools==4.63.0
|
| 130 |
+
cycler==0.12.1
|
| 131 |
+
contourpy==1.3.3
|
| 132 |
+
matplotlib==3.11.0
|
| 133 |
+
sortedcontainers==2.4.0
|
| 134 |
+
wcwidth==0.8.2
|
| 135 |
+
sigfig==1.3.19
|
| 136 |
+
importlib_resources==7.1.0
|
| 137 |
+
enum-tools==0.13.0
|
| 138 |
+
cramjam==2.11.0
|
| 139 |
+
python-snappy==0.7.3
|
| 140 |
+
compact-json==1.8.2
|
| 141 |
+
numbers-parser==4.18.5
|
| 142 |
+
entmax==1.3
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-meicy3md/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T13:12:50.483553329Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-09-21T13:12:50.48358054Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
+
{"time":"2026-09-21T13:12:50.839693533Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-09-21T13:12:50.839788525Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
+
{"time":"2026-09-21T13:12:50.839831339Z","level":"INFO","msg":"stream: created new stream","id":"meicy3md"}
|
| 6 |
+
{"time":"2026-09-21T13:12:50.83995932Z","level":"INFO","msg":"handler: started"}
|
| 7 |
+
{"time":"2026-09-21T13:12:50.843120577Z","level":"INFO","msg":"stream: started"}
|
| 8 |
+
{"time":"2026-09-21T13:12:50.843209209Z","level":"INFO","msg":"writer: started","stream_id":"meicy3md"}
|
| 9 |
+
{"time":"2026-09-21T13:12:50.843275598Z","level":"INFO","msg":"sender: started"}
|
| 10 |
+
{"time":"2026-09-21T13:12:50.87087387Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
+
{"time":"2026-09-21T13:12:50.870909333Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-meicy3md/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 13:12:49,918 INFO MainThread:357 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
| 2 |
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2026-09-21 13:12:49,918 INFO MainThread:357 [wandb_setup.py:_flush():81] Configure stats pid to 357
|
| 3 |
+
2026-09-21 13:12:49,918 INFO MainThread:357 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-09-21 13:12:49,919 INFO MainThread:357 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_131249-meicy3md/logs/debug.log
|
| 5 |
+
2026-09-21 13:12:49,919 INFO MainThread:357 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_131249-meicy3md/logs/debug-internal.log
|
| 6 |
+
2026-09-21 13:12:49,919 INFO MainThread:357 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 13:12:49,919 INFO MainThread:357 [wandb_init.py:init():855] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'model_path': '/mloscratch/homes/navasard/qwen3_06b_base', 'model_dtype': 'bfloat16', 'init_from_scratch': True, 'train_path': '/mloscratch/homes/navasard/data/fineweb_large/tokenized', 'val_path': None, 'max_seq_length': 8192, 'num_workers': 8, 'output_dir': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s46/run_20260921_131213', 'resume_from_checkpoint': None, 'force_new_run': True, 'num_epochs': 1, 'max_steps': 44000, 'per_device_batch_size': 2, 'gradient_accumulation_steps': 10, 'learning_rate': 0.0005, 'weight_decay': 0.01, 'warmup_steps': 750, 'lr_scheduler': 'cosine', 'max_grad_norm': 1.0, 'save_steps': 1000, 'eval_steps': 250, 'eval_batches': 50, 'logging_steps': 100, 'seed': 46, 'verbose': True, 'checkpoint_activations': False, 'resume_micro_step_override': None, 'strategy': 'ddp', 'mixed_precision': 'bf16', 'wandb_enabled': True, 'wandb_project': 'stochastic_sparsity', 'wandb_name': '365m alibi 8k s46', 'wandb_tags': ['qwen3', '365m', '8k', 'scaleladder', 'alibi', 'seed46'], 'hidden_size': 768, 'intermediate_size': 3072, 'num_attention_heads': 6, 'num_key_value_heads': 2, 'num_hidden_layers': 28, 'head_dim': None, 'attention_dropout': None, 'rope_train_position_scale_set': None, 'positional': 'alibi', 'attention_type': 'dense', 'sparse_block_size': 128, 'sparse_num_random_blocks': 31, 'sparse_mask_pool_size': 1, 'sparse_val_dense_compare': False, 'sparse_layer_indices': None, 'sparse_mask_cache_dir': None, 'sparse_mask_seed': 0, 'sparse_mixed_nrb_set': None, 'dense_mode': False, 'dense_step_intervals': None, '_wandb': {}}
|
| 9 |
+
2026-09-21 13:12:49,919 INFO MainThread:357 [wandb_init.py:init():898] starting backend
|
| 10 |
+
2026-09-21 13:12:50,470 INFO MainThread:357 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
+
2026-09-21 13:12:50,844 INFO MainThread:357 [wandb_init.py:init():918] backend started and connected
|
| 12 |
+
2026-09-21 13:12:50,849 INFO MainThread:357 [wandb_init.py:init():988] updated telemetry
|
| 13 |
+
2026-09-21 13:12:50,867 INFO MainThread:357 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-09-21 13:12:50,873 INFO MainThread:357 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
+
2026-09-21 13:12:51,111 INFO MainThread:357 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
+
2026-09-21 13:12:51,111 INFO MainThread:357 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
+
2026-09-21 13:12:51,111 INFO MainThread:357 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
+
2026-09-21 13:12:51,111 INFO MainThread:357 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
+
2026-09-21 13:12:51,115 INFO MainThread:357 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-meicy3md/run-meicy3md.wandb
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:78693de0a766c541b0b8c83847e80ef9f3fb9a094f3b14113b5310df63b79b4c
|
| 3 |
+
size 622592
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-n6s56yfr/files/requirements.txt
ADDED
|
@@ -0,0 +1,142 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
pip==26.0.1
|
| 2 |
+
nvidia-cusparselt-cu13==0.8.0
|
| 3 |
+
mpmath==1.3.0
|
| 4 |
+
cuda-toolkit==13.0.2
|
| 5 |
+
zstandard==0.25.0
|
| 6 |
+
xxhash==3.7.0
|
| 7 |
+
urllib3==2.6.3
|
| 8 |
+
typing_extensions==4.15.0
|
| 9 |
+
triton==3.6.0
|
| 10 |
+
tqdm==4.67.3
|
| 11 |
+
torchinfo==1.8.0
|
| 12 |
+
sympy==1.14.0
|
| 13 |
+
smmap==5.0.3
|
| 14 |
+
six==1.17.0
|
| 15 |
+
shellingham==1.5.4
|
| 16 |
+
setuptools==81.0.0
|
| 17 |
+
safetensors==0.7.0
|
| 18 |
+
regex==2026.4.4
|
| 19 |
+
PyYAML==6.0.3
|
| 20 |
+
Pygments==2.20.0
|
| 21 |
+
pyarrow==24.0.0
|
| 22 |
+
psutil==7.2.2
|
| 23 |
+
protobuf==7.34.1
|
| 24 |
+
propcache==0.4.1
|
| 25 |
+
platformdirs==4.9.6
|
| 26 |
+
packaging==26.2
|
| 27 |
+
nvidia-nvtx==13.0.85
|
| 28 |
+
nvidia-nvshmem-cu13==3.4.5
|
| 29 |
+
nvidia-nvjitlink==13.0.88
|
| 30 |
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nvidia-nccl-cu13==2.28.9
|
| 31 |
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nvidia-curand==10.4.0.35
|
| 32 |
+
nvidia-cufile==1.15.1.6
|
| 33 |
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nvidia-cuda-runtime==13.0.96
|
| 34 |
+
nvidia-cuda-nvrtc==13.0.88
|
| 35 |
+
nvidia-cuda-cupti==13.0.85
|
| 36 |
+
nvidia-cublas==13.1.0.3
|
| 37 |
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numpy==2.4.4
|
| 38 |
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networkx==3.6.1
|
| 39 |
+
multidict==6.7.1
|
| 40 |
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mdurl==0.1.2
|
| 41 |
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MarkupSafe==3.0.3
|
| 42 |
+
idna==3.13
|
| 43 |
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hf-xet==1.4.3
|
| 44 |
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h11==0.16.0
|
| 45 |
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fsspec==2026.2.0
|
| 46 |
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frozenlist==1.8.0
|
| 47 |
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filelock==3.29.0
|
| 48 |
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dill==0.4.1
|
| 49 |
+
cuda-pathfinder==1.5.4
|
| 50 |
+
click==8.3.3
|
| 51 |
+
charset-normalizer==3.4.7
|
| 52 |
+
certifi==2026.4.22
|
| 53 |
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attrs==26.1.0
|
| 54 |
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annotated-types==0.7.0
|
| 55 |
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annotated-doc==0.0.4
|
| 56 |
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aiohappyeyeballs==2.6.1
|
| 57 |
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yarl==1.23.0
|
| 58 |
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typing-inspection==0.4.2
|
| 59 |
+
sentry-sdk==2.58.0
|
| 60 |
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requests==2.33.1
|
| 61 |
+
python-dateutil==2.9.0.post0
|
| 62 |
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pydantic_core==2.46.3
|
| 63 |
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nvidia-cusparse==12.6.3.3
|
| 64 |
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nvidia-cufft==12.0.0.61
|
| 65 |
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nvidia-cudnn-cu13==9.19.0.56
|
| 66 |
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multiprocess==0.70.19
|
| 67 |
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markdown-it-py==4.0.0
|
| 68 |
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Jinja2==3.1.6
|
| 69 |
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httpcore==1.0.9
|
| 70 |
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gitdb==4.0.12
|
| 71 |
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cuda-bindings==13.2.0
|
| 72 |
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anyio==4.13.0
|
| 73 |
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aiosignal==1.4.0
|
| 74 |
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rich==15.0.0
|
| 75 |
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pydantic==2.13.3
|
| 76 |
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pandas==3.0.2
|
| 77 |
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nvidia-cusolver==12.0.4.66
|
| 78 |
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|
| 79 |
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GitPython==3.1.49
|
| 80 |
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aiohttp==3.13.5
|
| 81 |
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wandb==0.26.1
|
| 82 |
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typer==0.25.1
|
| 83 |
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torch==2.11.0
|
| 84 |
+
huggingface_hub==1.13.0
|
| 85 |
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tokenizers==0.22.2
|
| 86 |
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datasets==4.8.5
|
| 87 |
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accelerate==1.13.0
|
| 88 |
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transformers==5.7.0
|
| 89 |
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word2number==1.1
|
| 90 |
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sqlitedict==2.1.0
|
| 91 |
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pytz==2026.2
|
| 92 |
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threadpoolctl==3.6.0
|
| 93 |
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tcolorpy==0.1.7
|
| 94 |
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tabulate==0.10.0
|
| 95 |
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scipy==1.17.1
|
| 96 |
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portalocker==3.2.0
|
| 97 |
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pathvalidate==3.3.1
|
| 98 |
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narwhals==2.22.1
|
| 99 |
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more-itertools==11.1.0
|
| 100 |
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lxml==6.1.1
|
| 101 |
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joblib==1.5.3
|
| 102 |
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colorama==0.4.6
|
| 103 |
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chardet==6.0.0.post1
|
| 104 |
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absl-py==2.4.0
|
| 105 |
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scikit-learn==1.9.0
|
| 106 |
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sacrebleu==2.6.0
|
| 107 |
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nltk==3.9.4
|
| 108 |
+
mbstrdecoder==1.1.5
|
| 109 |
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typepy==1.3.5
|
| 110 |
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rouge_score==0.1.2
|
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|
| 112 |
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|
| 113 |
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evaluate==0.4.6
|
| 114 |
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pytablewriter==1.2.1
|
| 115 |
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lm_eval==0.4.12
|
| 116 |
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pluggy==1.6.0
|
| 117 |
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iniconfig==2.3.0
|
| 118 |
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pytest==9.1.0
|
| 119 |
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py-spy==0.4.2
|
| 120 |
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pillow==12.2.0
|
| 121 |
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tifffile==2026.6.1
|
| 122 |
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imagecodecs==2026.6.26
|
| 123 |
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zipp==4.1.0
|
| 124 |
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importlib_metadata==9.0.0
|
| 125 |
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derivative==0.6.3
|
| 126 |
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pysindy==2.1.0
|
| 127 |
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pyparsing==3.3.2
|
| 128 |
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kiwisolver==1.5.0
|
| 129 |
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fonttools==4.63.0
|
| 130 |
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cycler==0.12.1
|
| 131 |
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contourpy==1.3.3
|
| 132 |
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matplotlib==3.11.0
|
| 133 |
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sortedcontainers==2.4.0
|
| 134 |
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wcwidth==0.8.2
|
| 135 |
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sigfig==1.3.19
|
| 136 |
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importlib_resources==7.1.0
|
| 137 |
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enum-tools==0.13.0
|
| 138 |
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cramjam==2.11.0
|
| 139 |
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python-snappy==0.7.3
|
| 140 |
+
compact-json==1.8.2
|
| 141 |
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numbers-parser==4.18.5
|
| 142 |
+
entmax==1.3
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-n6s56yfr/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,11 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T13:12:50.484598128Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
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{"time":"2026-09-21T13:12:50.484624147Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
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{"time":"2026-09-21T13:12:50.831760545Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
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{"time":"2026-09-21T13:12:50.831852012Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
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{"time":"2026-09-21T13:12:50.831921986Z","level":"INFO","msg":"stream: created new stream","id":"n6s56yfr"}
|
| 6 |
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{"time":"2026-09-21T13:12:50.832074734Z","level":"INFO","msg":"handler: started"}
|
| 7 |
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{"time":"2026-09-21T13:12:50.834780502Z","level":"INFO","msg":"stream: started"}
|
| 8 |
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{"time":"2026-09-21T13:12:50.83493327Z","level":"INFO","msg":"writer: started","stream_id":"n6s56yfr"}
|
| 9 |
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{"time":"2026-09-21T13:12:50.834970566Z","level":"INFO","msg":"sender: started"}
|
| 10 |
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{"time":"2026-09-21T13:12:50.870640873Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
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{"time":"2026-09-21T13:12:50.870664909Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-n6s56yfr/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 13:12:49,926 INFO MainThread:354 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
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2026-09-21 13:12:49,927 INFO MainThread:354 [wandb_setup.py:_flush():81] Configure stats pid to 354
|
| 3 |
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2026-09-21 13:12:49,927 INFO MainThread:354 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
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2026-09-21 13:12:49,927 INFO MainThread:354 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_131249-n6s56yfr/logs/debug.log
|
| 5 |
+
2026-09-21 13:12:49,927 INFO MainThread:354 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_131249-n6s56yfr/logs/debug-internal.log
|
| 6 |
+
2026-09-21 13:12:49,927 INFO MainThread:354 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 13:12:49,927 INFO MainThread:354 [wandb_init.py:init():855] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'model_path': '/mloscratch/homes/navasard/qwen3_06b_base', 'model_dtype': 'bfloat16', 'init_from_scratch': True, 'train_path': '/mloscratch/homes/navasard/data/fineweb_large/tokenized', 'val_path': None, 'max_seq_length': 8192, 'num_workers': 8, 'output_dir': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s43/run_20260921_131213', 'resume_from_checkpoint': None, 'force_new_run': True, 'num_epochs': 1, 'max_steps': 44000, 'per_device_batch_size': 2, 'gradient_accumulation_steps': 10, 'learning_rate': 0.0005, 'weight_decay': 0.01, 'warmup_steps': 750, 'lr_scheduler': 'cosine', 'max_grad_norm': 1.0, 'save_steps': 1000, 'eval_steps': 250, 'eval_batches': 50, 'logging_steps': 100, 'seed': 43, 'verbose': True, 'checkpoint_activations': False, 'resume_micro_step_override': None, 'strategy': 'ddp', 'mixed_precision': 'bf16', 'wandb_enabled': True, 'wandb_project': 'stochastic_sparsity', 'wandb_name': '365m alibi 8k s43', 'wandb_tags': ['qwen3', '365m', '8k', 'scaleladder', 'alibi', 'seed43'], 'hidden_size': 768, 'intermediate_size': 3072, 'num_attention_heads': 6, 'num_key_value_heads': 2, 'num_hidden_layers': 28, 'head_dim': None, 'attention_dropout': None, 'rope_train_position_scale_set': None, 'positional': 'alibi', 'attention_type': 'dense', 'sparse_block_size': 128, 'sparse_num_random_blocks': 31, 'sparse_mask_pool_size': 1, 'sparse_val_dense_compare': False, 'sparse_layer_indices': None, 'sparse_mask_cache_dir': None, 'sparse_mask_seed': 0, 'sparse_mixed_nrb_set': None, 'dense_mode': False, 'dense_step_intervals': None, '_wandb': {}}
|
| 9 |
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2026-09-21 13:12:49,927 INFO MainThread:354 [wandb_init.py:init():898] starting backend
|
| 10 |
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2026-09-21 13:12:50,469 INFO MainThread:354 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
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2026-09-21 13:12:50,836 INFO MainThread:354 [wandb_init.py:init():918] backend started and connected
|
| 12 |
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2026-09-21 13:12:50,839 INFO MainThread:354 [wandb_init.py:init():988] updated telemetry
|
| 13 |
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2026-09-21 13:12:50,867 INFO MainThread:354 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
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2026-09-21 13:12:50,873 INFO MainThread:354 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
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2026-09-21 13:12:51,107 INFO MainThread:354 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
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2026-09-21 13:12:51,107 INFO MainThread:354 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
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2026-09-21 13:12:51,107 INFO MainThread:354 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
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2026-09-21 13:12:51,107 INFO MainThread:354 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
+
2026-09-21 13:12:51,115 INFO MainThread:354 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-n6s56yfr/run-n6s56yfr.wandb
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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|
| 3 |
+
size 622592
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-xc6c08ps/files/requirements.txt
ADDED
|
@@ -0,0 +1,142 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
pip==26.0.1
|
| 2 |
+
nvidia-cusparselt-cu13==0.8.0
|
| 3 |
+
mpmath==1.3.0
|
| 4 |
+
cuda-toolkit==13.0.2
|
| 5 |
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zstandard==0.25.0
|
| 6 |
+
xxhash==3.7.0
|
| 7 |
+
urllib3==2.6.3
|
| 8 |
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typing_extensions==4.15.0
|
| 9 |
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triton==3.6.0
|
| 10 |
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tqdm==4.67.3
|
| 11 |
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torchinfo==1.8.0
|
| 12 |
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sympy==1.14.0
|
| 13 |
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smmap==5.0.3
|
| 14 |
+
six==1.17.0
|
| 15 |
+
shellingham==1.5.4
|
| 16 |
+
setuptools==81.0.0
|
| 17 |
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safetensors==0.7.0
|
| 18 |
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regex==2026.4.4
|
| 19 |
+
PyYAML==6.0.3
|
| 20 |
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Pygments==2.20.0
|
| 21 |
+
pyarrow==24.0.0
|
| 22 |
+
psutil==7.2.2
|
| 23 |
+
protobuf==7.34.1
|
| 24 |
+
propcache==0.4.1
|
| 25 |
+
platformdirs==4.9.6
|
| 26 |
+
packaging==26.2
|
| 27 |
+
nvidia-nvtx==13.0.85
|
| 28 |
+
nvidia-nvshmem-cu13==3.4.5
|
| 29 |
+
nvidia-nvjitlink==13.0.88
|
| 30 |
+
nvidia-nccl-cu13==2.28.9
|
| 31 |
+
nvidia-curand==10.4.0.35
|
| 32 |
+
nvidia-cufile==1.15.1.6
|
| 33 |
+
nvidia-cuda-runtime==13.0.96
|
| 34 |
+
nvidia-cuda-nvrtc==13.0.88
|
| 35 |
+
nvidia-cuda-cupti==13.0.85
|
| 36 |
+
nvidia-cublas==13.1.0.3
|
| 37 |
+
numpy==2.4.4
|
| 38 |
+
networkx==3.6.1
|
| 39 |
+
multidict==6.7.1
|
| 40 |
+
mdurl==0.1.2
|
| 41 |
+
MarkupSafe==3.0.3
|
| 42 |
+
idna==3.13
|
| 43 |
+
hf-xet==1.4.3
|
| 44 |
+
h11==0.16.0
|
| 45 |
+
fsspec==2026.2.0
|
| 46 |
+
frozenlist==1.8.0
|
| 47 |
+
filelock==3.29.0
|
| 48 |
+
dill==0.4.1
|
| 49 |
+
cuda-pathfinder==1.5.4
|
| 50 |
+
click==8.3.3
|
| 51 |
+
charset-normalizer==3.4.7
|
| 52 |
+
certifi==2026.4.22
|
| 53 |
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attrs==26.1.0
|
| 54 |
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annotated-types==0.7.0
|
| 55 |
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annotated-doc==0.0.4
|
| 56 |
+
aiohappyeyeballs==2.6.1
|
| 57 |
+
yarl==1.23.0
|
| 58 |
+
typing-inspection==0.4.2
|
| 59 |
+
sentry-sdk==2.58.0
|
| 60 |
+
requests==2.33.1
|
| 61 |
+
python-dateutil==2.9.0.post0
|
| 62 |
+
pydantic_core==2.46.3
|
| 63 |
+
nvidia-cusparse==12.6.3.3
|
| 64 |
+
nvidia-cufft==12.0.0.61
|
| 65 |
+
nvidia-cudnn-cu13==9.19.0.56
|
| 66 |
+
multiprocess==0.70.19
|
| 67 |
+
markdown-it-py==4.0.0
|
| 68 |
+
Jinja2==3.1.6
|
| 69 |
+
httpcore==1.0.9
|
| 70 |
+
gitdb==4.0.12
|
| 71 |
+
cuda-bindings==13.2.0
|
| 72 |
+
anyio==4.13.0
|
| 73 |
+
aiosignal==1.4.0
|
| 74 |
+
rich==15.0.0
|
| 75 |
+
pydantic==2.13.3
|
| 76 |
+
pandas==3.0.2
|
| 77 |
+
nvidia-cusolver==12.0.4.66
|
| 78 |
+
httpx==0.28.1
|
| 79 |
+
GitPython==3.1.49
|
| 80 |
+
aiohttp==3.13.5
|
| 81 |
+
wandb==0.26.1
|
| 82 |
+
typer==0.25.1
|
| 83 |
+
torch==2.11.0
|
| 84 |
+
huggingface_hub==1.13.0
|
| 85 |
+
tokenizers==0.22.2
|
| 86 |
+
datasets==4.8.5
|
| 87 |
+
accelerate==1.13.0
|
| 88 |
+
transformers==5.7.0
|
| 89 |
+
word2number==1.1
|
| 90 |
+
sqlitedict==2.1.0
|
| 91 |
+
pytz==2026.2
|
| 92 |
+
threadpoolctl==3.6.0
|
| 93 |
+
tcolorpy==0.1.7
|
| 94 |
+
tabulate==0.10.0
|
| 95 |
+
scipy==1.17.1
|
| 96 |
+
portalocker==3.2.0
|
| 97 |
+
pathvalidate==3.3.1
|
| 98 |
+
narwhals==2.22.1
|
| 99 |
+
more-itertools==11.1.0
|
| 100 |
+
lxml==6.1.1
|
| 101 |
+
joblib==1.5.3
|
| 102 |
+
colorama==0.4.6
|
| 103 |
+
chardet==6.0.0.post1
|
| 104 |
+
absl-py==2.4.0
|
| 105 |
+
scikit-learn==1.9.0
|
| 106 |
+
sacrebleu==2.6.0
|
| 107 |
+
nltk==3.9.4
|
| 108 |
+
mbstrdecoder==1.1.5
|
| 109 |
+
typepy==1.3.5
|
| 110 |
+
rouge_score==0.1.2
|
| 111 |
+
DataProperty==1.1.1
|
| 112 |
+
tabledata==1.3.5
|
| 113 |
+
evaluate==0.4.6
|
| 114 |
+
pytablewriter==1.2.1
|
| 115 |
+
lm_eval==0.4.12
|
| 116 |
+
pluggy==1.6.0
|
| 117 |
+
iniconfig==2.3.0
|
| 118 |
+
pytest==9.1.0
|
| 119 |
+
py-spy==0.4.2
|
| 120 |
+
pillow==12.2.0
|
| 121 |
+
tifffile==2026.6.1
|
| 122 |
+
imagecodecs==2026.6.26
|
| 123 |
+
zipp==4.1.0
|
| 124 |
+
importlib_metadata==9.0.0
|
| 125 |
+
derivative==0.6.3
|
| 126 |
+
pysindy==2.1.0
|
| 127 |
+
pyparsing==3.3.2
|
| 128 |
+
kiwisolver==1.5.0
|
| 129 |
+
fonttools==4.63.0
|
| 130 |
+
cycler==0.12.1
|
| 131 |
+
contourpy==1.3.3
|
| 132 |
+
matplotlib==3.11.0
|
| 133 |
+
sortedcontainers==2.4.0
|
| 134 |
+
wcwidth==0.8.2
|
| 135 |
+
sigfig==1.3.19
|
| 136 |
+
importlib_resources==7.1.0
|
| 137 |
+
enum-tools==0.13.0
|
| 138 |
+
cramjam==2.11.0
|
| 139 |
+
python-snappy==0.7.3
|
| 140 |
+
compact-json==1.8.2
|
| 141 |
+
numbers-parser==4.18.5
|
| 142 |
+
entmax==1.3
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-xc6c08ps/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T13:12:50.484437969Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-09-21T13:12:50.484464449Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
+
{"time":"2026-09-21T13:12:50.838624218Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-09-21T13:12:50.838691207Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
+
{"time":"2026-09-21T13:12:50.838730746Z","level":"INFO","msg":"stream: created new stream","id":"xc6c08ps"}
|
| 6 |
+
{"time":"2026-09-21T13:12:50.838795473Z","level":"INFO","msg":"handler: started"}
|
| 7 |
+
{"time":"2026-09-21T13:12:50.840941876Z","level":"INFO","msg":"stream: started"}
|
| 8 |
+
{"time":"2026-09-21T13:12:50.840979752Z","level":"INFO","msg":"writer: started","stream_id":"xc6c08ps"}
|
| 9 |
+
{"time":"2026-09-21T13:12:50.841010919Z","level":"INFO","msg":"sender: started"}
|
| 10 |
+
{"time":"2026-09-21T13:12:50.870744397Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
+
{"time":"2026-09-21T13:12:50.870771448Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-xc6c08ps/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 13:12:49,928 INFO MainThread:358 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
| 2 |
+
2026-09-21 13:12:49,928 INFO MainThread:358 [wandb_setup.py:_flush():81] Configure stats pid to 358
|
| 3 |
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2026-09-21 13:12:49,928 INFO MainThread:358 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-09-21 13:12:49,928 INFO MainThread:358 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_131249-xc6c08ps/logs/debug.log
|
| 5 |
+
2026-09-21 13:12:49,928 INFO MainThread:358 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_131249-xc6c08ps/logs/debug-internal.log
|
| 6 |
+
2026-09-21 13:12:49,928 INFO MainThread:358 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 13:12:49,928 INFO MainThread:358 [wandb_init.py:init():855] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'model_path': '/mloscratch/homes/navasard/qwen3_06b_base', 'model_dtype': 'bfloat16', 'init_from_scratch': True, 'train_path': '/mloscratch/homes/navasard/data/fineweb_large/tokenized', 'val_path': None, 'max_seq_length': 8192, 'num_workers': 8, 'output_dir': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s47/run_20260921_131213', 'resume_from_checkpoint': None, 'force_new_run': True, 'num_epochs': 1, 'max_steps': 44000, 'per_device_batch_size': 2, 'gradient_accumulation_steps': 10, 'learning_rate': 0.0005, 'weight_decay': 0.01, 'warmup_steps': 750, 'lr_scheduler': 'cosine', 'max_grad_norm': 1.0, 'save_steps': 1000, 'eval_steps': 250, 'eval_batches': 50, 'logging_steps': 100, 'seed': 47, 'verbose': True, 'checkpoint_activations': False, 'resume_micro_step_override': None, 'strategy': 'ddp', 'mixed_precision': 'bf16', 'wandb_enabled': True, 'wandb_project': 'stochastic_sparsity', 'wandb_name': '365m alibi 8k s47', 'wandb_tags': ['qwen3', '365m', '8k', 'scaleladder', 'alibi', 'seed47'], 'hidden_size': 768, 'intermediate_size': 3072, 'num_attention_heads': 6, 'num_key_value_heads': 2, 'num_hidden_layers': 28, 'head_dim': None, 'attention_dropout': None, 'rope_train_position_scale_set': None, 'positional': 'alibi', 'attention_type': 'dense', 'sparse_block_size': 128, 'sparse_num_random_blocks': 31, 'sparse_mask_pool_size': 1, 'sparse_val_dense_compare': False, 'sparse_layer_indices': None, 'sparse_mask_cache_dir': None, 'sparse_mask_seed': 0, 'sparse_mixed_nrb_set': None, 'dense_mode': False, 'dense_step_intervals': None, '_wandb': {}}
|
| 9 |
+
2026-09-21 13:12:49,928 INFO MainThread:358 [wandb_init.py:init():898] starting backend
|
| 10 |
+
2026-09-21 13:12:50,469 INFO MainThread:358 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
+
2026-09-21 13:12:50,841 INFO MainThread:358 [wandb_init.py:init():918] backend started and connected
|
| 12 |
+
2026-09-21 13:12:50,846 INFO MainThread:358 [wandb_init.py:init():988] updated telemetry
|
| 13 |
+
2026-09-21 13:12:50,867 INFO MainThread:358 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-09-21 13:12:50,873 INFO MainThread:358 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
+
2026-09-21 13:12:51,127 INFO MainThread:358 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
+
2026-09-21 13:12:51,127 INFO MainThread:358 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
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2026-09-21 13:12:51,127 INFO MainThread:358 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
+
2026-09-21 13:12:51,127 INFO MainThread:358 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
+
2026-09-21 13:12:51,129 INFO MainThread:358 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_131249-xc6c08ps/run-xc6c08ps.wandb
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:e9483abf7a5154cc7067a0597415e245fd9c190499f29c23aa5f133ed608d76c
|
| 3 |
+
size 622592
|
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-ghfbqjah/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 14:30:24,657 INFO MainThread:70 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
| 2 |
+
2026-09-21 14:30:24,657 INFO MainThread:70 [wandb_setup.py:_flush():81] Configure stats pid to 70
|
| 3 |
+
2026-09-21 14:30:24,658 INFO MainThread:70 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-09-21 14:30:24,658 INFO MainThread:70 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_143024-ghfbqjah/logs/debug.log
|
| 5 |
+
2026-09-21 14:30:24,658 INFO MainThread:70 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_143024-ghfbqjah/logs/debug-internal.log
|
| 6 |
+
2026-09-21 14:30:24,658 INFO MainThread:70 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 14:30:24,658 INFO MainThread:70 [wandb_init.py:init():855] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'model_path': '/mloscratch/homes/navasard/qwen3_06b_base', 'model_dtype': 'bfloat16', 'init_from_scratch': True, 'train_path': '/mloscratch/homes/navasard/data/fineweb_large/tokenized', 'val_path': None, 'max_seq_length': 8192, 'num_workers': 8, 'output_dir': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s45/run_20260921_142951', 'resume_from_checkpoint': None, 'force_new_run': False, 'num_epochs': 1, 'max_steps': 44000, 'per_device_batch_size': 2, 'gradient_accumulation_steps': 10, 'learning_rate': 0.0005, 'weight_decay': 0.01, 'warmup_steps': 750, 'lr_scheduler': 'cosine', 'max_grad_norm': 1.0, 'save_steps': 1000, 'eval_steps': 250, 'eval_batches': 50, 'logging_steps': 100, 'seed': 45, 'verbose': True, 'checkpoint_activations': False, 'resume_micro_step_override': None, 'strategy': 'ddp', 'mixed_precision': 'bf16', 'wandb_enabled': True, 'wandb_project': 'stochastic_sparsity', 'wandb_name': '365m alibi 8k s45', 'wandb_tags': ['qwen3', '365m', '8k', 'scaleladder', 'alibi', 'seed45'], 'hidden_size': 768, 'intermediate_size': 3072, 'num_attention_heads': 6, 'num_key_value_heads': 2, 'num_hidden_layers': 28, 'head_dim': None, 'attention_dropout': None, 'rope_train_position_scale_set': None, 'positional': 'alibi', 'attention_type': 'dense', 'sparse_block_size': 128, 'sparse_num_random_blocks': 31, 'sparse_mask_pool_size': 1, 'sparse_val_dense_compare': False, 'sparse_layer_indices': None, 'sparse_mask_cache_dir': None, 'sparse_mask_seed': 0, 'sparse_mixed_nrb_set': None, 'dense_mode': False, 'dense_step_intervals': None, '_wandb': {}}
|
| 9 |
+
2026-09-21 14:30:24,658 INFO MainThread:70 [wandb_init.py:init():898] starting backend
|
| 10 |
+
2026-09-21 14:30:25,191 INFO MainThread:70 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
+
2026-09-21 14:30:25,568 INFO MainThread:70 [wandb_init.py:init():918] backend started and connected
|
| 12 |
+
2026-09-21 14:30:25,570 INFO MainThread:70 [wandb_init.py:init():988] updated telemetry
|
| 13 |
+
2026-09-21 14:30:25,584 INFO MainThread:70 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-09-21 14:30:25,589 INFO MainThread:70 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
+
2026-09-21 14:30:25,756 INFO MainThread:70 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
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2026-09-21 14:30:25,756 INFO MainThread:70 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
+
2026-09-21 14:30:25,757 INFO MainThread:70 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
+
2026-09-21 14:30:25,757 INFO MainThread:70 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
+
2026-09-21 14:30:25,763 INFO MainThread:70 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-kbn66izc/files/requirements.txt
ADDED
|
@@ -0,0 +1,142 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
pip==26.0.1
|
| 2 |
+
nvidia-cusparselt-cu13==0.8.0
|
| 3 |
+
mpmath==1.3.0
|
| 4 |
+
cuda-toolkit==13.0.2
|
| 5 |
+
zstandard==0.25.0
|
| 6 |
+
xxhash==3.7.0
|
| 7 |
+
urllib3==2.6.3
|
| 8 |
+
typing_extensions==4.15.0
|
| 9 |
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triton==3.6.0
|
| 10 |
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tqdm==4.67.3
|
| 11 |
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torchinfo==1.8.0
|
| 12 |
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sympy==1.14.0
|
| 13 |
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smmap==5.0.3
|
| 14 |
+
six==1.17.0
|
| 15 |
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shellingham==1.5.4
|
| 16 |
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setuptools==81.0.0
|
| 17 |
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safetensors==0.7.0
|
| 18 |
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regex==2026.4.4
|
| 19 |
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PyYAML==6.0.3
|
| 20 |
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Pygments==2.20.0
|
| 21 |
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pyarrow==24.0.0
|
| 22 |
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psutil==7.2.2
|
| 23 |
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protobuf==7.34.1
|
| 24 |
+
propcache==0.4.1
|
| 25 |
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platformdirs==4.9.6
|
| 26 |
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packaging==26.2
|
| 27 |
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nvidia-nvtx==13.0.85
|
| 28 |
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nvidia-nvshmem-cu13==3.4.5
|
| 29 |
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nvidia-nvjitlink==13.0.88
|
| 30 |
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nvidia-nccl-cu13==2.28.9
|
| 31 |
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nvidia-curand==10.4.0.35
|
| 32 |
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nvidia-cufile==1.15.1.6
|
| 33 |
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nvidia-cuda-runtime==13.0.96
|
| 34 |
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nvidia-cuda-nvrtc==13.0.88
|
| 35 |
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nvidia-cuda-cupti==13.0.85
|
| 36 |
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nvidia-cublas==13.1.0.3
|
| 37 |
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numpy==2.4.4
|
| 38 |
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networkx==3.6.1
|
| 39 |
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multidict==6.7.1
|
| 40 |
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mdurl==0.1.2
|
| 41 |
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MarkupSafe==3.0.3
|
| 42 |
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idna==3.13
|
| 43 |
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hf-xet==1.4.3
|
| 44 |
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h11==0.16.0
|
| 45 |
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fsspec==2026.2.0
|
| 46 |
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frozenlist==1.8.0
|
| 47 |
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filelock==3.29.0
|
| 48 |
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dill==0.4.1
|
| 49 |
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cuda-pathfinder==1.5.4
|
| 50 |
+
click==8.3.3
|
| 51 |
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charset-normalizer==3.4.7
|
| 52 |
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certifi==2026.4.22
|
| 53 |
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attrs==26.1.0
|
| 54 |
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annotated-types==0.7.0
|
| 55 |
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annotated-doc==0.0.4
|
| 56 |
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aiohappyeyeballs==2.6.1
|
| 57 |
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yarl==1.23.0
|
| 58 |
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typing-inspection==0.4.2
|
| 59 |
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sentry-sdk==2.58.0
|
| 60 |
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requests==2.33.1
|
| 61 |
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python-dateutil==2.9.0.post0
|
| 62 |
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pydantic_core==2.46.3
|
| 63 |
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nvidia-cusparse==12.6.3.3
|
| 64 |
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nvidia-cufft==12.0.0.61
|
| 65 |
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nvidia-cudnn-cu13==9.19.0.56
|
| 66 |
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multiprocess==0.70.19
|
| 67 |
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markdown-it-py==4.0.0
|
| 68 |
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Jinja2==3.1.6
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| 69 |
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httpcore==1.0.9
|
| 70 |
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gitdb==4.0.12
|
| 71 |
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cuda-bindings==13.2.0
|
| 72 |
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anyio==4.13.0
|
| 73 |
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aiosignal==1.4.0
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rich==15.0.0
|
| 75 |
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pydantic==2.13.3
|
| 76 |
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| 77 |
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nvidia-cusolver==12.0.4.66
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| 78 |
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| 79 |
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|
| 80 |
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aiohttp==3.13.5
|
| 81 |
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wandb==0.26.1
|
| 82 |
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typer==0.25.1
|
| 83 |
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torch==2.11.0
|
| 84 |
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huggingface_hub==1.13.0
|
| 85 |
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tokenizers==0.22.2
|
| 86 |
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datasets==4.8.5
|
| 87 |
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accelerate==1.13.0
|
| 88 |
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transformers==5.7.0
|
| 89 |
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word2number==1.1
|
| 90 |
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sqlitedict==2.1.0
|
| 91 |
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pytz==2026.2
|
| 92 |
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threadpoolctl==3.6.0
|
| 93 |
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tcolorpy==0.1.7
|
| 94 |
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tabulate==0.10.0
|
| 95 |
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scipy==1.17.1
|
| 96 |
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portalocker==3.2.0
|
| 97 |
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pathvalidate==3.3.1
|
| 98 |
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narwhals==2.22.1
|
| 99 |
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more-itertools==11.1.0
|
| 100 |
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lxml==6.1.1
|
| 101 |
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joblib==1.5.3
|
| 102 |
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colorama==0.4.6
|
| 103 |
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chardet==6.0.0.post1
|
| 104 |
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absl-py==2.4.0
|
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scikit-learn==1.9.0
|
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sacrebleu==2.6.0
|
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nltk==3.9.4
|
| 108 |
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mbstrdecoder==1.1.5
|
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typepy==1.3.5
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rouge_score==0.1.2
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tabledata==1.3.5
|
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evaluate==0.4.6
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pytablewriter==1.2.1
|
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lm_eval==0.4.12
|
| 116 |
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pluggy==1.6.0
|
| 117 |
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iniconfig==2.3.0
|
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pytest==9.1.0
|
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py-spy==0.4.2
|
| 120 |
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pillow==12.2.0
|
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tifffile==2026.6.1
|
| 122 |
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|
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zipp==4.1.0
|
| 124 |
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importlib_metadata==9.0.0
|
| 125 |
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derivative==0.6.3
|
| 126 |
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pysindy==2.1.0
|
| 127 |
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pyparsing==3.3.2
|
| 128 |
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kiwisolver==1.5.0
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| 129 |
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fonttools==4.63.0
|
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cycler==0.12.1
|
| 131 |
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contourpy==1.3.3
|
| 132 |
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matplotlib==3.11.0
|
| 133 |
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sortedcontainers==2.4.0
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wcwidth==0.8.2
|
| 135 |
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sigfig==1.3.19
|
| 136 |
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importlib_resources==7.1.0
|
| 137 |
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enum-tools==0.13.0
|
| 138 |
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cramjam==2.11.0
|
| 139 |
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python-snappy==0.7.3
|
| 140 |
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compact-json==1.8.2
|
| 141 |
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numbers-parser==4.18.5
|
| 142 |
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entmax==1.3
|
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-kbn66izc/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T14:30:25.206945921Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
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{"time":"2026-09-21T14:30:25.206970507Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
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{"time":"2026-09-21T14:30:25.559404152Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
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{"time":"2026-09-21T14:30:25.559465233Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
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{"time":"2026-09-21T14:30:25.559507276Z","level":"INFO","msg":"stream: created new stream","id":"kbn66izc"}
|
| 6 |
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{"time":"2026-09-21T14:30:25.559588297Z","level":"INFO","msg":"handler: started"}
|
| 7 |
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{"time":"2026-09-21T14:30:25.561924124Z","level":"INFO","msg":"stream: started"}
|
| 8 |
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{"time":"2026-09-21T14:30:25.561956583Z","level":"INFO","msg":"writer: started","stream_id":"kbn66izc"}
|
| 9 |
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{"time":"2026-09-21T14:30:25.562002852Z","level":"INFO","msg":"sender: started"}
|
| 10 |
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{"time":"2026-09-21T14:30:25.588409287Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
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{"time":"2026-09-21T14:30:25.588434474Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-kbn66izc/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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2026-09-21 14:30:24,644 INFO MainThread:69 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
| 2 |
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2026-09-21 14:30:24,644 INFO MainThread:69 [wandb_setup.py:_flush():81] Configure stats pid to 69
|
| 3 |
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2026-09-21 14:30:24,644 INFO MainThread:69 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
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2026-09-21 14:30:24,644 INFO MainThread:69 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_143024-kbn66izc/logs/debug.log
|
| 5 |
+
2026-09-21 14:30:24,644 INFO MainThread:69 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_143024-kbn66izc/logs/debug-internal.log
|
| 6 |
+
2026-09-21 14:30:24,644 INFO MainThread:69 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 14:30:24,644 INFO MainThread:69 [wandb_init.py:init():855] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'model_path': '/mloscratch/homes/navasard/qwen3_06b_base', 'model_dtype': 'bfloat16', 'init_from_scratch': True, 'train_path': '/mloscratch/homes/navasard/data/fineweb_large/tokenized', 'val_path': None, 'max_seq_length': 8192, 'num_workers': 8, 'output_dir': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s44/run_20260921_142951', 'resume_from_checkpoint': None, 'force_new_run': False, 'num_epochs': 1, 'max_steps': 44000, 'per_device_batch_size': 2, 'gradient_accumulation_steps': 10, 'learning_rate': 0.0005, 'weight_decay': 0.01, 'warmup_steps': 750, 'lr_scheduler': 'cosine', 'max_grad_norm': 1.0, 'save_steps': 1000, 'eval_steps': 250, 'eval_batches': 50, 'logging_steps': 100, 'seed': 44, 'verbose': True, 'checkpoint_activations': False, 'resume_micro_step_override': None, 'strategy': 'ddp', 'mixed_precision': 'bf16', 'wandb_enabled': True, 'wandb_project': 'stochastic_sparsity', 'wandb_name': '365m alibi 8k s44', 'wandb_tags': ['qwen3', '365m', '8k', 'scaleladder', 'alibi', 'seed44'], 'hidden_size': 768, 'intermediate_size': 3072, 'num_attention_heads': 6, 'num_key_value_heads': 2, 'num_hidden_layers': 28, 'head_dim': None, 'attention_dropout': None, 'rope_train_position_scale_set': None, 'positional': 'alibi', 'attention_type': 'dense', 'sparse_block_size': 128, 'sparse_num_random_blocks': 31, 'sparse_mask_pool_size': 1, 'sparse_val_dense_compare': False, 'sparse_layer_indices': None, 'sparse_mask_cache_dir': None, 'sparse_mask_seed': 0, 'sparse_mixed_nrb_set': None, 'dense_mode': False, 'dense_step_intervals': None, '_wandb': {}}
|
| 9 |
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2026-09-21 14:30:24,644 INFO MainThread:69 [wandb_init.py:init():898] starting backend
|
| 10 |
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2026-09-21 14:30:25,191 INFO MainThread:69 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
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2026-09-21 14:30:25,562 INFO MainThread:69 [wandb_init.py:init():918] backend started and connected
|
| 12 |
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2026-09-21 14:30:25,565 INFO MainThread:69 [wandb_init.py:init():988] updated telemetry
|
| 13 |
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2026-09-21 14:30:25,585 INFO MainThread:69 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
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2026-09-21 14:30:25,591 INFO MainThread:69 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
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2026-09-21 14:30:25,790 INFO MainThread:69 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
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2026-09-21 14:30:25,790 INFO MainThread:69 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
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2026-09-21 14:30:25,790 INFO MainThread:69 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
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2026-09-21 14:30:25,791 INFO MainThread:69 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
+
2026-09-21 14:30:25,792 INFO MainThread:69 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-kbn66izc/run-kbn66izc.wandb
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:2f8d7767727a9fb0c9c652f571b990bbae7a5074ddfc36a5ebeed9b64e493455
|
| 3 |
+
size 1376256
|
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-zgrsvkbi/files/requirements.txt
ADDED
|
@@ -0,0 +1,142 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
pip==26.0.1
|
| 2 |
+
nvidia-cusparselt-cu13==0.8.0
|
| 3 |
+
mpmath==1.3.0
|
| 4 |
+
cuda-toolkit==13.0.2
|
| 5 |
+
zstandard==0.25.0
|
| 6 |
+
xxhash==3.7.0
|
| 7 |
+
urllib3==2.6.3
|
| 8 |
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typing_extensions==4.15.0
|
| 9 |
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triton==3.6.0
|
| 10 |
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tqdm==4.67.3
|
| 11 |
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torchinfo==1.8.0
|
| 12 |
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sympy==1.14.0
|
| 13 |
+
smmap==5.0.3
|
| 14 |
+
six==1.17.0
|
| 15 |
+
shellingham==1.5.4
|
| 16 |
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setuptools==81.0.0
|
| 17 |
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safetensors==0.7.0
|
| 18 |
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regex==2026.4.4
|
| 19 |
+
PyYAML==6.0.3
|
| 20 |
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Pygments==2.20.0
|
| 21 |
+
pyarrow==24.0.0
|
| 22 |
+
psutil==7.2.2
|
| 23 |
+
protobuf==7.34.1
|
| 24 |
+
propcache==0.4.1
|
| 25 |
+
platformdirs==4.9.6
|
| 26 |
+
packaging==26.2
|
| 27 |
+
nvidia-nvtx==13.0.85
|
| 28 |
+
nvidia-nvshmem-cu13==3.4.5
|
| 29 |
+
nvidia-nvjitlink==13.0.88
|
| 30 |
+
nvidia-nccl-cu13==2.28.9
|
| 31 |
+
nvidia-curand==10.4.0.35
|
| 32 |
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nvidia-cufile==1.15.1.6
|
| 33 |
+
nvidia-cuda-runtime==13.0.96
|
| 34 |
+
nvidia-cuda-nvrtc==13.0.88
|
| 35 |
+
nvidia-cuda-cupti==13.0.85
|
| 36 |
+
nvidia-cublas==13.1.0.3
|
| 37 |
+
numpy==2.4.4
|
| 38 |
+
networkx==3.6.1
|
| 39 |
+
multidict==6.7.1
|
| 40 |
+
mdurl==0.1.2
|
| 41 |
+
MarkupSafe==3.0.3
|
| 42 |
+
idna==3.13
|
| 43 |
+
hf-xet==1.4.3
|
| 44 |
+
h11==0.16.0
|
| 45 |
+
fsspec==2026.2.0
|
| 46 |
+
frozenlist==1.8.0
|
| 47 |
+
filelock==3.29.0
|
| 48 |
+
dill==0.4.1
|
| 49 |
+
cuda-pathfinder==1.5.4
|
| 50 |
+
click==8.3.3
|
| 51 |
+
charset-normalizer==3.4.7
|
| 52 |
+
certifi==2026.4.22
|
| 53 |
+
attrs==26.1.0
|
| 54 |
+
annotated-types==0.7.0
|
| 55 |
+
annotated-doc==0.0.4
|
| 56 |
+
aiohappyeyeballs==2.6.1
|
| 57 |
+
yarl==1.23.0
|
| 58 |
+
typing-inspection==0.4.2
|
| 59 |
+
sentry-sdk==2.58.0
|
| 60 |
+
requests==2.33.1
|
| 61 |
+
python-dateutil==2.9.0.post0
|
| 62 |
+
pydantic_core==2.46.3
|
| 63 |
+
nvidia-cusparse==12.6.3.3
|
| 64 |
+
nvidia-cufft==12.0.0.61
|
| 65 |
+
nvidia-cudnn-cu13==9.19.0.56
|
| 66 |
+
multiprocess==0.70.19
|
| 67 |
+
markdown-it-py==4.0.0
|
| 68 |
+
Jinja2==3.1.6
|
| 69 |
+
httpcore==1.0.9
|
| 70 |
+
gitdb==4.0.12
|
| 71 |
+
cuda-bindings==13.2.0
|
| 72 |
+
anyio==4.13.0
|
| 73 |
+
aiosignal==1.4.0
|
| 74 |
+
rich==15.0.0
|
| 75 |
+
pydantic==2.13.3
|
| 76 |
+
pandas==3.0.2
|
| 77 |
+
nvidia-cusolver==12.0.4.66
|
| 78 |
+
httpx==0.28.1
|
| 79 |
+
GitPython==3.1.49
|
| 80 |
+
aiohttp==3.13.5
|
| 81 |
+
wandb==0.26.1
|
| 82 |
+
typer==0.25.1
|
| 83 |
+
torch==2.11.0
|
| 84 |
+
huggingface_hub==1.13.0
|
| 85 |
+
tokenizers==0.22.2
|
| 86 |
+
datasets==4.8.5
|
| 87 |
+
accelerate==1.13.0
|
| 88 |
+
transformers==5.7.0
|
| 89 |
+
word2number==1.1
|
| 90 |
+
sqlitedict==2.1.0
|
| 91 |
+
pytz==2026.2
|
| 92 |
+
threadpoolctl==3.6.0
|
| 93 |
+
tcolorpy==0.1.7
|
| 94 |
+
tabulate==0.10.0
|
| 95 |
+
scipy==1.17.1
|
| 96 |
+
portalocker==3.2.0
|
| 97 |
+
pathvalidate==3.3.1
|
| 98 |
+
narwhals==2.22.1
|
| 99 |
+
more-itertools==11.1.0
|
| 100 |
+
lxml==6.1.1
|
| 101 |
+
joblib==1.5.3
|
| 102 |
+
colorama==0.4.6
|
| 103 |
+
chardet==6.0.0.post1
|
| 104 |
+
absl-py==2.4.0
|
| 105 |
+
scikit-learn==1.9.0
|
| 106 |
+
sacrebleu==2.6.0
|
| 107 |
+
nltk==3.9.4
|
| 108 |
+
mbstrdecoder==1.1.5
|
| 109 |
+
typepy==1.3.5
|
| 110 |
+
rouge_score==0.1.2
|
| 111 |
+
DataProperty==1.1.1
|
| 112 |
+
tabledata==1.3.5
|
| 113 |
+
evaluate==0.4.6
|
| 114 |
+
pytablewriter==1.2.1
|
| 115 |
+
lm_eval==0.4.12
|
| 116 |
+
pluggy==1.6.0
|
| 117 |
+
iniconfig==2.3.0
|
| 118 |
+
pytest==9.1.0
|
| 119 |
+
py-spy==0.4.2
|
| 120 |
+
pillow==12.2.0
|
| 121 |
+
tifffile==2026.6.1
|
| 122 |
+
imagecodecs==2026.6.26
|
| 123 |
+
zipp==4.1.0
|
| 124 |
+
importlib_metadata==9.0.0
|
| 125 |
+
derivative==0.6.3
|
| 126 |
+
pysindy==2.1.0
|
| 127 |
+
pyparsing==3.3.2
|
| 128 |
+
kiwisolver==1.5.0
|
| 129 |
+
fonttools==4.63.0
|
| 130 |
+
cycler==0.12.1
|
| 131 |
+
contourpy==1.3.3
|
| 132 |
+
matplotlib==3.11.0
|
| 133 |
+
sortedcontainers==2.4.0
|
| 134 |
+
wcwidth==0.8.2
|
| 135 |
+
sigfig==1.3.19
|
| 136 |
+
importlib_resources==7.1.0
|
| 137 |
+
enum-tools==0.13.0
|
| 138 |
+
cramjam==2.11.0
|
| 139 |
+
python-snappy==0.7.3
|
| 140 |
+
compact-json==1.8.2
|
| 141 |
+
numbers-parser==4.18.5
|
| 142 |
+
entmax==1.3
|
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-zgrsvkbi/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T14:30:25.206626644Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-09-21T14:30:25.20665084Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
+
{"time":"2026-09-21T14:30:25.554203978Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-09-21T14:30:25.554264238Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
+
{"time":"2026-09-21T14:30:25.554298309Z","level":"INFO","msg":"stream: created new stream","id":"zgrsvkbi"}
|
| 6 |
+
{"time":"2026-09-21T14:30:25.554400832Z","level":"INFO","msg":"handler: started"}
|
| 7 |
+
{"time":"2026-09-21T14:30:25.556590301Z","level":"INFO","msg":"stream: started"}
|
| 8 |
+
{"time":"2026-09-21T14:30:25.556631613Z","level":"INFO","msg":"writer: started","stream_id":"zgrsvkbi"}
|
| 9 |
+
{"time":"2026-09-21T14:30:25.556676189Z","level":"INFO","msg":"sender: started"}
|
| 10 |
+
{"time":"2026-09-21T14:30:25.588291171Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
+
{"time":"2026-09-21T14:30:25.588316949Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-zgrsvkbi/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 14:30:24,658 INFO MainThread:68 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
| 2 |
+
2026-09-21 14:30:24,659 INFO MainThread:68 [wandb_setup.py:_flush():81] Configure stats pid to 68
|
| 3 |
+
2026-09-21 14:30:24,659 INFO MainThread:68 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-09-21 14:30:24,659 INFO MainThread:68 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_143024-zgrsvkbi/logs/debug.log
|
| 5 |
+
2026-09-21 14:30:24,659 INFO MainThread:68 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_143024-zgrsvkbi/logs/debug-internal.log
|
| 6 |
+
2026-09-21 14:30:24,659 INFO MainThread:68 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 14:30:24,659 INFO MainThread:68 [wandb_init.py:init():855] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'model_path': '/mloscratch/homes/navasard/qwen3_06b_base', 'model_dtype': 'bfloat16', 'init_from_scratch': True, 'train_path': '/mloscratch/homes/navasard/data/fineweb_large/tokenized', 'val_path': None, 'max_seq_length': 8192, 'num_workers': 8, 'output_dir': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s43/run_20260921_142951', 'resume_from_checkpoint': None, 'force_new_run': False, 'num_epochs': 1, 'max_steps': 44000, 'per_device_batch_size': 2, 'gradient_accumulation_steps': 10, 'learning_rate': 0.0005, 'weight_decay': 0.01, 'warmup_steps': 750, 'lr_scheduler': 'cosine', 'max_grad_norm': 1.0, 'save_steps': 1000, 'eval_steps': 250, 'eval_batches': 50, 'logging_steps': 100, 'seed': 43, 'verbose': True, 'checkpoint_activations': False, 'resume_micro_step_override': None, 'strategy': 'ddp', 'mixed_precision': 'bf16', 'wandb_enabled': True, 'wandb_project': 'stochastic_sparsity', 'wandb_name': '365m alibi 8k s43', 'wandb_tags': ['qwen3', '365m', '8k', 'scaleladder', 'alibi', 'seed43'], 'hidden_size': 768, 'intermediate_size': 3072, 'num_attention_heads': 6, 'num_key_value_heads': 2, 'num_hidden_layers': 28, 'head_dim': None, 'attention_dropout': None, 'rope_train_position_scale_set': None, 'positional': 'alibi', 'attention_type': 'dense', 'sparse_block_size': 128, 'sparse_num_random_blocks': 31, 'sparse_mask_pool_size': 1, 'sparse_val_dense_compare': False, 'sparse_layer_indices': None, 'sparse_mask_cache_dir': None, 'sparse_mask_seed': 0, 'sparse_mixed_nrb_set': None, 'dense_mode': False, 'dense_step_intervals': None, '_wandb': {}}
|
| 9 |
+
2026-09-21 14:30:24,659 INFO MainThread:68 [wandb_init.py:init():898] starting backend
|
| 10 |
+
2026-09-21 14:30:25,191 INFO MainThread:68 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
+
2026-09-21 14:30:25,557 INFO MainThread:68 [wandb_init.py:init():918] backend started and connected
|
| 12 |
+
2026-09-21 14:30:25,558 INFO MainThread:68 [wandb_init.py:init():988] updated telemetry
|
| 13 |
+
2026-09-21 14:30:25,585 INFO MainThread:68 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-09-21 14:30:25,590 INFO MainThread:68 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
+
2026-09-21 14:30:25,804 INFO MainThread:68 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
+
2026-09-21 14:30:25,805 INFO MainThread:68 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
+
2026-09-21 14:30:25,805 INFO MainThread:68 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
+
2026-09-21 14:30:25,805 INFO MainThread:68 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
+
2026-09-21 14:30:25,806 INFO MainThread:68 [wandb_init.py:init():1094] run started, returning control to user process
|