EPFL final checkpoints and W&B history 1401-1450 of 1463
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- .gitattributes +12 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-6ijtsdl5/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-6ijtsdl5/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-6ijtsdl5/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-6ijtsdl5/run-6ijtsdl5.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-ghfbqjah/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-ghfbqjah/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-ghfbqjah/run-ghfbqjah.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-nihe6o4e/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-nihe6o4e/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-nihe6o4e/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-nihe6o4e/run-nihe6o4e.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-wk3rt7ae/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-wk3rt7ae/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-wk3rt7ae/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_143024-wk3rt7ae/run-wk3rt7ae.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_154845-ghfbqjah/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_154845-ghfbqjah/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_154845-ghfbqjah/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_154845-ghfbqjah/run-ghfbqjah.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_154845-nihe6o4e/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_154845-nihe6o4e/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_154845-nihe6o4e/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_154845-nihe6o4e/run-nihe6o4e.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_154845-wk3rt7ae/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_154845-wk3rt7ae/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_154845-wk3rt7ae/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_154845-wk3rt7ae/run-wk3rt7ae.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_154845-zgrsvkbi/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_154845-zgrsvkbi/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_154845-zgrsvkbi/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_154845-zgrsvkbi/run-zgrsvkbi.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_154846-kbn66izc/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_154846-kbn66izc/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_154846-kbn66izc/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_154846-kbn66izc/run-kbn66izc.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_163219-nihe6o4e/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_163219-nihe6o4e/logs/debug-internal.log +11 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_163219-nihe6o4e/logs/debug.log +19 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_163219-nihe6o4e/run-nihe6o4e.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_164533-kbn66izc/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_164533-kbn66izc/logs/debug-internal.log +16 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_164533-kbn66izc/logs/debug.log +23 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_164533-kbn66izc/run-kbn66izc.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_164537-zgrsvkbi/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_164537-zgrsvkbi/logs/debug-internal.log +16 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_164537-zgrsvkbi/logs/debug.log +23 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_164537-zgrsvkbi/run-zgrsvkbi.wandb +3 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_195241-nihe6o4e/files/requirements.txt +142 -0
- epfl_final/SparseAtt/wandb/offline-run-20260921_195241-nihe6o4e/logs/debug-internal.log +16 -0
.gitattributes
CHANGED
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@@ -189,3 +189,15 @@ epfl_final/SparseAtt/wandb/offline-run-20260921_131249-xc6c08ps/run-xc6c08ps.wan
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epfl_final/SparseAtt/wandb/offline-run-20260921_131249-3uan03m3/run-3uan03m3.wandb filter=lfs diff=lfs merge=lfs -text
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epfl_final/SparseAtt/wandb/offline-run-20260921_143024-kbn66izc/run-kbn66izc.wandb filter=lfs diff=lfs merge=lfs -text
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epfl_final/SparseAtt/wandb/offline-run-20260921_143024-zgrsvkbi/run-zgrsvkbi.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
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| 190 |
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-kbn66izc/run-kbn66izc.wandb filter=lfs diff=lfs merge=lfs -text
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epfl_final/SparseAtt/wandb/offline-run-20260921_143024-zgrsvkbi/run-zgrsvkbi.wandb filter=lfs diff=lfs merge=lfs -text
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| 192 |
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epfl_final/SparseAtt/wandb/offline-run-20260921_143024-ghfbqjah/run-ghfbqjah.wandb filter=lfs diff=lfs merge=lfs -text
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| 193 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-6ijtsdl5/run-6ijtsdl5.wandb filter=lfs diff=lfs merge=lfs -text
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| 194 |
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epfl_final/SparseAtt/wandb/offline-run-20260921_143024-wk3rt7ae/run-wk3rt7ae.wandb filter=lfs diff=lfs merge=lfs -text
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| 195 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-nihe6o4e/run-nihe6o4e.wandb filter=lfs diff=lfs merge=lfs -text
|
| 196 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_154845-ghfbqjah/run-ghfbqjah.wandb filter=lfs diff=lfs merge=lfs -text
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| 197 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_154845-zgrsvkbi/run-zgrsvkbi.wandb filter=lfs diff=lfs merge=lfs -text
|
| 198 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_154845-nihe6o4e/run-nihe6o4e.wandb filter=lfs diff=lfs merge=lfs -text
|
| 199 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_154845-wk3rt7ae/run-wk3rt7ae.wandb filter=lfs diff=lfs merge=lfs -text
|
| 200 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_154846-kbn66izc/run-kbn66izc.wandb filter=lfs diff=lfs merge=lfs -text
|
| 201 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_163219-nihe6o4e/run-nihe6o4e.wandb filter=lfs diff=lfs merge=lfs -text
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| 202 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_164533-kbn66izc/run-kbn66izc.wandb filter=lfs diff=lfs merge=lfs -text
|
| 203 |
+
epfl_final/SparseAtt/wandb/offline-run-20260921_164537-zgrsvkbi/run-zgrsvkbi.wandb filter=lfs diff=lfs merge=lfs -text
|
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-6ijtsdl5/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
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| 140 |
+
compact-json==1.8.2
|
| 141 |
+
numbers-parser==4.18.5
|
| 142 |
+
entmax==1.3
|
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-6ijtsdl5/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,11 @@
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T14:30:25.205688293Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
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{"time":"2026-09-21T14:30:25.205700601Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
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{"time":"2026-09-21T14:30:25.544942881Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
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{"time":"2026-09-21T14:30:25.545041428Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
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{"time":"2026-09-21T14:30:25.545090001Z","level":"INFO","msg":"stream: created new stream","id":"6ijtsdl5"}
|
| 6 |
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{"time":"2026-09-21T14:30:25.545224552Z","level":"INFO","msg":"handler: started"}
|
| 7 |
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{"time":"2026-09-21T14:30:25.547588391Z","level":"INFO","msg":"stream: started"}
|
| 8 |
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{"time":"2026-09-21T14:30:25.548874862Z","level":"INFO","msg":"sender: started"}
|
| 9 |
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{"time":"2026-09-21T14:30:25.548875933Z","level":"INFO","msg":"writer: started","stream_id":"6ijtsdl5"}
|
| 10 |
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{"time":"2026-09-21T14:30:25.588698359Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
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{"time":"2026-09-21T14:30:25.58873973Z","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_143024-6ijtsdl5/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 14:30:24,663 INFO MainThread:72 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
| 2 |
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2026-09-21 14:30:24,663 INFO MainThread:72 [wandb_setup.py:_flush():81] Configure stats pid to 72
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| 3 |
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2026-09-21 14:30:24,663 INFO MainThread:72 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-09-21 14:30:24,663 INFO MainThread:72 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_143024-6ijtsdl5/logs/debug.log
|
| 5 |
+
2026-09-21 14:30:24,663 INFO MainThread:72 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_143024-6ijtsdl5/logs/debug-internal.log
|
| 6 |
+
2026-09-21 14:30:24,663 INFO MainThread:72 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 14:30:24,664 INFO MainThread:72 [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_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': 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 14:30:24,664 INFO MainThread:72 [wandb_init.py:init():898] starting backend
|
| 10 |
+
2026-09-21 14:30:25,192 INFO MainThread:72 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
+
2026-09-21 14:30:25,548 INFO MainThread:72 [wandb_init.py:init():918] backend started and connected
|
| 12 |
+
2026-09-21 14:30:25,552 INFO MainThread:72 [wandb_init.py:init():988] updated telemetry
|
| 13 |
+
2026-09-21 14:30:25,585 INFO MainThread:72 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-09-21 14:30:25,591 INFO MainThread:72 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
+
2026-09-21 14:30:25,795 INFO MainThread:72 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
+
2026-09-21 14:30:25,795 INFO MainThread:72 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
+
2026-09-21 14:30:25,795 INFO MainThread:72 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
+
2026-09-21 14:30:25,796 INFO MainThread:72 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
+
2026-09-21 14:30:25,797 INFO MainThread:72 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-6ijtsdl5/run-6ijtsdl5.wandb
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:3cc5d982f52825586bc97397d7069a333bd09a3ba50406a9b0266cfef88e8421
|
| 3 |
+
size 1376256
|
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-ghfbqjah/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 |
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aiosignal==1.4.0
|
| 74 |
+
rich==15.0.0
|
| 75 |
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pydantic==2.13.3
|
| 76 |
+
pandas==3.0.2
|
| 77 |
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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 |
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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 |
+
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 |
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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_143024-ghfbqjah/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T14:30:25.207855399Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-09-21T14:30:25.207885784Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
+
{"time":"2026-09-21T14:30:25.565662376Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-09-21T14:30:25.565698019Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
+
{"time":"2026-09-21T14:30:25.565724288Z","level":"INFO","msg":"stream: created new stream","id":"ghfbqjah"}
|
| 6 |
+
{"time":"2026-09-21T14:30:25.565760121Z","level":"INFO","msg":"handler: started"}
|
| 7 |
+
{"time":"2026-09-21T14:30:25.567608171Z","level":"INFO","msg":"stream: started"}
|
| 8 |
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{"time":"2026-09-21T14:30:25.567633909Z","level":"INFO","msg":"writer: started","stream_id":"ghfbqjah"}
|
| 9 |
+
{"time":"2026-09-21T14:30:25.567661911Z","level":"INFO","msg":"sender: started"}
|
| 10 |
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{"time":"2026-09-21T14:30:25.588444309Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
+
{"time":"2026-09-21T14:30:25.588477479Z","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-ghfbqjah/run-ghfbqjah.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 sha256:85bd743fed8b7029fefeb99cd0ad6c4ae0e10464be9097780d5aaef5bf31dc7f
|
| 3 |
+
size 1376256
|
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-nihe6o4e/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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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
pip==26.0.1
|
| 2 |
+
nvidia-cusparselt-cu13==0.8.0
|
| 3 |
+
mpmath==1.3.0
|
| 4 |
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cuda-toolkit==13.0.2
|
| 5 |
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zstandard==0.25.0
|
| 6 |
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xxhash==3.7.0
|
| 7 |
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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 |
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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 |
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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 |
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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
|
| 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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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 |
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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
|
| 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 |
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mbstrdecoder==1.1.5
|
| 109 |
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typepy==1.3.5
|
| 110 |
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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
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| 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
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| 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
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| 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 |
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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_143024-nihe6o4e/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T14:30:25.207122284Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-09-21T14:30:25.207148273Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
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{"time":"2026-09-21T14:30:25.563932403Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-09-21T14:30:25.563969739Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
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{"time":"2026-09-21T14:30:25.564003799Z","level":"INFO","msg":"stream: created new stream","id":"nihe6o4e"}
|
| 6 |
+
{"time":"2026-09-21T14:30:25.564132572Z","level":"INFO","msg":"handler: started"}
|
| 7 |
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{"time":"2026-09-21T14:30:25.566124576Z","level":"INFO","msg":"stream: started"}
|
| 8 |
+
{"time":"2026-09-21T14:30:25.566219718Z","level":"INFO","msg":"sender: started"}
|
| 9 |
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{"time":"2026-09-21T14:30:25.566224274Z","level":"INFO","msg":"writer: started","stream_id":"nihe6o4e"}
|
| 10 |
+
{"time":"2026-09-21T14:30:25.598552731Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
+
{"time":"2026-09-21T14:30:25.598580863Z","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-nihe6o4e/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 14:30:24,666 INFO MainThread:67 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
| 2 |
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2026-09-21 14:30:24,666 INFO MainThread:67 [wandb_setup.py:_flush():81] Configure stats pid to 67
|
| 3 |
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2026-09-21 14:30:24,666 INFO MainThread:67 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-09-21 14:30:24,666 INFO MainThread:67 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_143024-nihe6o4e/logs/debug.log
|
| 5 |
+
2026-09-21 14:30:24,667 INFO MainThread:67 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_143024-nihe6o4e/logs/debug-internal.log
|
| 6 |
+
2026-09-21 14:30:24,667 INFO MainThread:67 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 14:30:24,667 INFO MainThread:67 [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_s42/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': 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 |
+
2026-09-21 14:30:24,667 INFO MainThread:67 [wandb_init.py:init():898] starting backend
|
| 10 |
+
2026-09-21 14:30:25,192 INFO MainThread:67 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
+
2026-09-21 14:30:25,567 INFO MainThread:67 [wandb_init.py:init():918] backend started and connected
|
| 12 |
+
2026-09-21 14:30:25,571 INFO MainThread:67 [wandb_init.py:init():988] updated telemetry
|
| 13 |
+
2026-09-21 14:30:25,595 INFO MainThread:67 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-09-21 14:30:25,601 INFO MainThread:67 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
+
2026-09-21 14:30:25,802 INFO MainThread:67 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
+
2026-09-21 14:30:25,802 INFO MainThread:67 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
+
2026-09-21 14:30:25,802 INFO MainThread:67 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
+
2026-09-21 14:30:25,802 INFO MainThread:67 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
+
2026-09-21 14:30:25,804 INFO MainThread:67 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-nihe6o4e/run-nihe6o4e.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 sha256:96a013ff2d1155a019f60391503db1a304dae2d90dfd1ded3ca4ff9e1ecb270e
|
| 3 |
+
size 1376256
|
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-wk3rt7ae/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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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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 |
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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 |
+
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-wk3rt7ae/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T14:30:25.207082344Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-09-21T14:30:25.207109204Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
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{"time":"2026-09-21T14:30:25.554324889Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-09-21T14:30:25.554389605Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
+
{"time":"2026-09-21T14:30:25.554438769Z","level":"INFO","msg":"stream: created new stream","id":"wk3rt7ae"}
|
| 6 |
+
{"time":"2026-09-21T14:30:25.554579739Z","level":"INFO","msg":"handler: started"}
|
| 7 |
+
{"time":"2026-09-21T14:30:25.556817811Z","level":"INFO","msg":"stream: started"}
|
| 8 |
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{"time":"2026-09-21T14:30:25.556913373Z","level":"INFO","msg":"writer: started","stream_id":"wk3rt7ae"}
|
| 9 |
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{"time":"2026-09-21T14:30:25.556961245Z","level":"INFO","msg":"sender: started"}
|
| 10 |
+
{"time":"2026-09-21T14:30:25.58822386Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
+
{"time":"2026-09-21T14:30:25.588239193Z","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-wk3rt7ae/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 14:30:24,664 INFO MainThread:71 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
| 2 |
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2026-09-21 14:30:24,664 INFO MainThread:71 [wandb_setup.py:_flush():81] Configure stats pid to 71
|
| 3 |
+
2026-09-21 14:30:24,664 INFO MainThread:71 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-09-21 14:30:24,664 INFO MainThread:71 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_143024-wk3rt7ae/logs/debug.log
|
| 5 |
+
2026-09-21 14:30:24,664 INFO MainThread:71 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_143024-wk3rt7ae/logs/debug-internal.log
|
| 6 |
+
2026-09-21 14:30:24,665 INFO MainThread:71 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 14:30:24,665 INFO MainThread:71 [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_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': 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 14:30:24,665 INFO MainThread:71 [wandb_init.py:init():898] starting backend
|
| 10 |
+
2026-09-21 14:30:25,192 INFO MainThread:71 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
+
2026-09-21 14:30:25,557 INFO MainThread:71 [wandb_init.py:init():918] backend started and connected
|
| 12 |
+
2026-09-21 14:30:25,561 INFO MainThread:71 [wandb_init.py:init():988] updated telemetry
|
| 13 |
+
2026-09-21 14:30:25,585 INFO MainThread:71 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-09-21 14:30:25,590 INFO MainThread:71 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
+
2026-09-21 14:30:25,799 INFO MainThread:71 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
+
2026-09-21 14:30:25,799 INFO MainThread:71 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
+
2026-09-21 14:30:25,799 INFO MainThread:71 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
+
2026-09-21 14:30:25,799 INFO MainThread:71 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
+
2026-09-21 14:30:25,801 INFO MainThread:71 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_143024-wk3rt7ae/run-wk3rt7ae.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 1376256
|
epfl_final/SparseAtt/wandb/offline-run-20260921_154845-ghfbqjah/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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|
|
|
| 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
|
| 5 |
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zstandard==0.25.0
|
| 6 |
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xxhash==3.7.0
|
| 7 |
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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 |
+
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 |
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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 |
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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 |
+
dill==0.4.1
|
| 49 |
+
cuda-pathfinder==1.5.4
|
| 50 |
+
click==8.3.3
|
| 51 |
+
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
|
| 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
|
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nvidia-cusolver==12.0.4.66
|
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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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|
| 109 |
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typepy==1.3.5
|
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rouge_score==0.1.2
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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
|
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|
| 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
|
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pillow==12.2.0
|
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tifffile==2026.6.1
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|
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|
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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
|
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pyparsing==3.3.2
|
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kiwisolver==1.5.0
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|
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cycler==0.12.1
|
| 131 |
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contourpy==1.3.3
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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
|
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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
|
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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_154845-ghfbqjah/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,11 @@
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T15:48:45.97315144Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
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{"time":"2026-09-21T15:48:45.973175436Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
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{"time":"2026-09-21T15:48:46.317654694Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
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{"time":"2026-09-21T15:48:46.317697138Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
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{"time":"2026-09-21T15:48:46.317754213Z","level":"INFO","msg":"stream: created new stream","id":"ghfbqjah"}
|
| 6 |
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{"time":"2026-09-21T15:48:46.317790477Z","level":"INFO","msg":"handler: started"}
|
| 7 |
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{"time":"2026-09-21T15:48:46.319985701Z","level":"INFO","msg":"stream: started"}
|
| 8 |
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{"time":"2026-09-21T15:48:46.32000528Z","level":"INFO","msg":"writer: started","stream_id":"ghfbqjah"}
|
| 9 |
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{"time":"2026-09-21T15:48:46.320027153Z","level":"INFO","msg":"sender: started"}
|
| 10 |
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{"time":"2026-09-21T15:48:46.353007627Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
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{"time":"2026-09-21T15:48:46.353039114Z","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_154845-ghfbqjah/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 15:48:45,417 INFO MainThread:189 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
| 2 |
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2026-09-21 15:48:45,417 INFO MainThread:189 [wandb_setup.py:_flush():81] Configure stats pid to 189
|
| 3 |
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2026-09-21 15:48:45,418 INFO MainThread:189 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-09-21 15:48:45,418 INFO MainThread:189 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_154845-ghfbqjah/logs/debug.log
|
| 5 |
+
2026-09-21 15:48:45,418 INFO MainThread:189 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_154845-ghfbqjah/logs/debug-internal.log
|
| 6 |
+
2026-09-21 15:48:45,418 INFO MainThread:189 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 15:48:45,418 INFO MainThread:189 [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': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s45/run_20260921_142951/checkpoint-2000', '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 15:48:45,418 INFO MainThread:189 [wandb_init.py:init():898] starting backend
|
| 10 |
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2026-09-21 15:48:45,958 INFO MainThread:189 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
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2026-09-21 15:48:46,320 INFO MainThread:189 [wandb_init.py:init():918] backend started and connected
|
| 12 |
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2026-09-21 15:48:46,324 INFO MainThread:189 [wandb_init.py:init():988] updated telemetry
|
| 13 |
+
2026-09-21 15:48:46,350 INFO MainThread:189 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-09-21 15:48:46,355 INFO MainThread:189 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
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2026-09-21 15:48:46,601 INFO MainThread:189 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
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2026-09-21 15:48:46,601 INFO MainThread:189 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
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2026-09-21 15:48:46,601 INFO MainThread:189 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
+
2026-09-21 15:48:46,601 INFO MainThread:189 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
+
2026-09-21 15:48:46,603 INFO MainThread:189 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_154845-ghfbqjah/run-ghfbqjah.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 557056
|
epfl_final/SparseAtt/wandb/offline-run-20260921_154845-nihe6o4e/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 |
+
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 |
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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 |
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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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|
| 48 |
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dill==0.4.1
|
| 49 |
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cuda-pathfinder==1.5.4
|
| 50 |
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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
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| 54 |
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annotated-types==0.7.0
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| 55 |
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annotated-doc==0.0.4
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yarl==1.23.0
|
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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
|
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markdown-it-py==4.0.0
|
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Jinja2==3.1.6
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| 70 |
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|
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cuda-bindings==13.2.0
|
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pydantic==2.13.3
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| 76 |
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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
|
| 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
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| 88 |
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| 89 |
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| 90 |
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|
| 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
|
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tabulate==0.10.0
|
| 95 |
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scipy==1.17.1
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| 96 |
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portalocker==3.2.0
|
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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
|
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|
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|
| 108 |
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|
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|
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|
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|
| 115 |
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lm_eval==0.4.12
|
| 116 |
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|
| 117 |
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|
| 118 |
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pytest==9.1.0
|
| 119 |
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|
| 120 |
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|
| 121 |
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|
| 122 |
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|
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|
| 124 |
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|
| 125 |
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|
| 126 |
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pysindy==2.1.0
|
| 127 |
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pyparsing==3.3.2
|
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|
| 129 |
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|
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cycler==0.12.1
|
| 131 |
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contourpy==1.3.3
|
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matplotlib==3.11.0
|
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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 |
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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_154845-nihe6o4e/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,11 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T15:48:45.973155927Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
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{"time":"2026-09-21T15:48:45.97317795Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
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{"time":"2026-09-21T15:48:46.224512758Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
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{"time":"2026-09-21T15:48:46.224589834Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
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{"time":"2026-09-21T15:48:46.224627911Z","level":"INFO","msg":"stream: created new stream","id":"nihe6o4e"}
|
| 6 |
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|
| 7 |
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{"time":"2026-09-21T15:48:46.226575624Z","level":"INFO","msg":"stream: started"}
|
| 8 |
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{"time":"2026-09-21T15:48:46.226611888Z","level":"INFO","msg":"writer: started","stream_id":"nihe6o4e"}
|
| 9 |
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{"time":"2026-09-21T15:48:46.22665338Z","level":"INFO","msg":"sender: started"}
|
| 10 |
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{"time":"2026-09-21T15:48:46.290800955Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
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{"time":"2026-09-21T15:48:46.290818902Z","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_154845-nihe6o4e/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 15:48:45,723 INFO MainThread:174 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
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2026-09-21 15:48:45,723 INFO MainThread:174 [wandb_setup.py:_flush():81] Configure stats pid to 174
|
| 3 |
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2026-09-21 15:48:45,723 INFO MainThread:174 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
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2026-09-21 15:48:45,723 INFO MainThread:174 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_154845-nihe6o4e/logs/debug.log
|
| 5 |
+
2026-09-21 15:48:45,723 INFO MainThread:174 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_154845-nihe6o4e/logs/debug-internal.log
|
| 6 |
+
2026-09-21 15:48:45,723 INFO MainThread:174 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 15:48:45,723 INFO MainThread:174 [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_s42/run_20260921_142951', 'resume_from_checkpoint': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s42/run_20260921_142951/checkpoint-2000', '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': 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 15:48:45,723 INFO MainThread:174 [wandb_init.py:init():898] starting backend
|
| 10 |
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2026-09-21 15:48:45,955 INFO MainThread:174 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
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2026-09-21 15:48:46,227 INFO MainThread:174 [wandb_init.py:init():918] backend started and connected
|
| 12 |
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2026-09-21 15:48:46,230 INFO MainThread:174 [wandb_init.py:init():988] updated telemetry
|
| 13 |
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2026-09-21 15:48:46,285 INFO MainThread:174 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
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2026-09-21 15:48:46,291 INFO MainThread:174 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
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2026-09-21 15:48:46,522 INFO MainThread:174 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
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2026-09-21 15:48:46,522 INFO MainThread:174 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
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2026-09-21 15:48:46,522 INFO MainThread:174 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
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2026-09-21 15:48:46,523 INFO MainThread:174 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
+
2026-09-21 15:48:46,529 INFO MainThread:174 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_154845-nihe6o4e/run-nihe6o4e.wandb
ADDED
|
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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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|
| 3 |
+
size 557056
|
epfl_final/SparseAtt/wandb/offline-run-20260921_154845-wk3rt7ae/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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|
| 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
|
| 5 |
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zstandard==0.25.0
|
| 6 |
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xxhash==3.7.0
|
| 7 |
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urllib3==2.6.3
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typing_extensions==4.15.0
|
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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 |
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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
|
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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 |
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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 |
+
numpy==2.4.4
|
| 38 |
+
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 |
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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 |
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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
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| 70 |
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gitdb==4.0.12
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cuda-bindings==13.2.0
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rich==15.0.0
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pydantic==2.13.3
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| 76 |
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wandb==0.26.1
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typer==0.25.1
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| 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
|
| 86 |
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datasets==4.8.5
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| 87 |
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accelerate==1.13.0
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| 89 |
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sqlitedict==2.1.0
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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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| 94 |
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tabulate==0.10.0
|
| 95 |
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scipy==1.17.1
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| 96 |
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| 97 |
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pathvalidate==3.3.1
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narwhals==2.22.1
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| 99 |
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more-itertools==11.1.0
|
| 100 |
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lxml==6.1.1
|
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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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|
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pytablewriter==1.2.1
|
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lm_eval==0.4.12
|
| 116 |
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|
| 117 |
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|
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pytest==9.1.0
|
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|
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|
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|
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|
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|
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|
| 126 |
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|
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|
| 131 |
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contourpy==1.3.3
|
| 132 |
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matplotlib==3.11.0
|
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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 |
+
entmax==1.3
|
epfl_final/SparseAtt/wandb/offline-run-20260921_154845-wk3rt7ae/logs/debug-internal.log
ADDED
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T15:48:45.973165451Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
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{"time":"2026-09-21T15:48:45.973200123Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
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{"time":"2026-09-21T15:48:46.220742849Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
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{"time":"2026-09-21T15:48:46.220815608Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
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{"time":"2026-09-21T15:48:46.220868327Z","level":"INFO","msg":"stream: created new stream","id":"wk3rt7ae"}
|
| 6 |
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{"time":"2026-09-21T15:48:46.220971972Z","level":"INFO","msg":"handler: started"}
|
| 7 |
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{"time":"2026-09-21T15:48:46.222811433Z","level":"INFO","msg":"stream: started"}
|
| 8 |
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{"time":"2026-09-21T15:48:46.223799912Z","level":"INFO","msg":"sender: started"}
|
| 9 |
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{"time":"2026-09-21T15:48:46.223838379Z","level":"INFO","msg":"writer: started","stream_id":"wk3rt7ae"}
|
| 10 |
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{"time":"2026-09-21T15:48:46.291016127Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
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{"time":"2026-09-21T15:48:46.291045461Z","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_154845-wk3rt7ae/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
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|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 15:48:45,731 INFO MainThread:194 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
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2026-09-21 15:48:45,731 INFO MainThread:194 [wandb_setup.py:_flush():81] Configure stats pid to 194
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| 3 |
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2026-09-21 15:48:45,731 INFO MainThread:194 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
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2026-09-21 15:48:45,731 INFO MainThread:194 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_154845-wk3rt7ae/logs/debug.log
|
| 5 |
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2026-09-21 15:48:45,731 INFO MainThread:194 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_154845-wk3rt7ae/logs/debug-internal.log
|
| 6 |
+
2026-09-21 15:48:45,731 INFO MainThread:194 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 15:48:45,732 INFO MainThread:194 [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_142951', 'resume_from_checkpoint': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s46/run_20260921_142951/checkpoint-2000', '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': 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 |
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2026-09-21 15:48:45,732 INFO MainThread:194 [wandb_init.py:init():898] starting backend
|
| 10 |
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2026-09-21 15:48:45,961 INFO MainThread:194 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
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2026-09-21 15:48:46,223 INFO MainThread:194 [wandb_init.py:init():918] backend started and connected
|
| 12 |
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2026-09-21 15:48:46,228 INFO MainThread:194 [wandb_init.py:init():988] updated telemetry
|
| 13 |
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2026-09-21 15:48:46,285 INFO MainThread:194 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
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2026-09-21 15:48:46,293 INFO MainThread:194 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
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2026-09-21 15:48:46,546 INFO MainThread:194 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
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2026-09-21 15:48:46,546 INFO MainThread:194 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
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2026-09-21 15:48:46,546 INFO MainThread:194 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
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2026-09-21 15:48:46,546 INFO MainThread:194 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
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2026-09-21 15:48:46,548 INFO MainThread:194 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_154845-wk3rt7ae/run-wk3rt7ae.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 557056
|
epfl_final/SparseAtt/wandb/offline-run-20260921_154845-zgrsvkbi/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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|
| 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
|
| 5 |
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zstandard==0.25.0
|
| 6 |
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xxhash==3.7.0
|
| 7 |
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urllib3==2.6.3
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typing_extensions==4.15.0
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triton==3.6.0
|
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tqdm==4.67.3
|
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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 |
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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
|
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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 |
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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 |
+
cuda-pathfinder==1.5.4
|
| 50 |
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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
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| 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
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| 73 |
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aiosignal==1.4.0
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| 74 |
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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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| 78 |
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httpx==0.28.1
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GitPython==3.1.49
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aiohttp==3.13.5
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| 81 |
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wandb==0.26.1
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typer==0.25.1
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| 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
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| 88 |
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transformers==5.7.0
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| 89 |
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word2number==1.1
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sqlitedict==2.1.0
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| 91 |
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pytz==2026.2
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threadpoolctl==3.6.0
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tcolorpy==0.1.7
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tabulate==0.10.0
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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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more-itertools==11.1.0
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lxml==6.1.1
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| 103 |
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|
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entmax==1.3
|
epfl_final/SparseAtt/wandb/offline-run-20260921_154845-zgrsvkbi/logs/debug-internal.log
ADDED
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T15:48:45.976437516Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
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|
| 4 |
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| 5 |
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| 6 |
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|
| 7 |
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| 8 |
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|
| 9 |
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|
| 10 |
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{"time":"2026-09-21T15:48:46.291039061Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
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{"time":"2026-09-21T15:48:46.291076247Z","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_154845-zgrsvkbi/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 15:48:45,718 INFO MainThread:179 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
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2026-09-21 15:48:45,718 INFO MainThread:179 [wandb_setup.py:_flush():81] Configure stats pid to 179
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| 3 |
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2026-09-21 15:48:45,718 INFO MainThread:179 [wandb_setup.py:_flush():81] Loading settings from environment variables
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| 4 |
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2026-09-21 15:48:45,719 INFO MainThread:179 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_154845-zgrsvkbi/logs/debug.log
|
| 5 |
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2026-09-21 15:48:45,719 INFO MainThread:179 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_154845-zgrsvkbi/logs/debug-internal.log
|
| 6 |
+
2026-09-21 15:48:45,719 INFO MainThread:179 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 15:48:45,719 INFO MainThread:179 [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': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s43/run_20260921_142951/checkpoint-2000', '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 15:48:45,719 INFO MainThread:179 [wandb_init.py:init():898] starting backend
|
| 10 |
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2026-09-21 15:48:45,965 INFO MainThread:179 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
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2026-09-21 15:48:46,239 INFO MainThread:179 [wandb_init.py:init():918] backend started and connected
|
| 12 |
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2026-09-21 15:48:46,243 INFO MainThread:179 [wandb_init.py:init():988] updated telemetry
|
| 13 |
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2026-09-21 15:48:46,285 INFO MainThread:179 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
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2026-09-21 15:48:46,292 INFO MainThread:179 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
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2026-09-21 15:48:46,527 INFO MainThread:179 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
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2026-09-21 15:48:46,527 INFO MainThread:179 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
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2026-09-21 15:48:46,527 INFO MainThread:179 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
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2026-09-21 15:48:46,527 INFO MainThread:179 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
+
2026-09-21 15:48:46,529 INFO MainThread:179 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_154845-zgrsvkbi/run-zgrsvkbi.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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|
epfl_final/SparseAtt/wandb/offline-run-20260921_154846-kbn66izc/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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| 1 |
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pip==26.0.1
|
| 2 |
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nvidia-cusparselt-cu13==0.8.0
|
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mpmath==1.3.0
|
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cuda-toolkit==13.0.2
|
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zstandard==0.25.0
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|
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urllib3==2.6.3
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triton==3.6.0
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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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smmap==5.0.3
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six==1.17.0
|
| 15 |
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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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Pygments==2.20.0
|
| 21 |
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pyarrow==24.0.0
|
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psutil==7.2.2
|
| 23 |
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protobuf==7.34.1
|
| 24 |
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propcache==0.4.1
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| 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
|
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nvidia-curand==10.4.0.35
|
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nvidia-cuda-runtime==13.0.96
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nvidia-cuda-nvrtc==13.0.88
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| 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
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| 49 |
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cuda-pathfinder==1.5.4
|
| 50 |
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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
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| 54 |
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annotated-types==0.7.0
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| 55 |
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annotated-doc==0.0.4
|
| 56 |
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aiohappyeyeballs==2.6.1
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| 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
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| 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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pydantic==2.13.3
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typer==0.25.1
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torch==2.11.0
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huggingface_hub==1.13.0
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tokenizers==0.22.2
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datasets==4.8.5
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accelerate==1.13.0
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word2number==1.1
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sqlitedict==2.1.0
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pytz==2026.2
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threadpoolctl==3.6.0
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tabulate==0.10.0
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scipy==1.17.1
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pathvalidate==3.3.1
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narwhals==2.22.1
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more-itertools==11.1.0
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colorama==0.4.6
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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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wcwidth==0.8.2
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python-snappy==0.7.3
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numbers-parser==4.18.5
|
| 142 |
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entmax==1.3
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epfl_final/SparseAtt/wandb/offline-run-20260921_154846-kbn66izc/logs/debug-internal.log
ADDED
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| 1 |
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{"time":"2026-09-21T15:48:46.438986648Z","level":"INFO","msg":"wandb-core"}
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{"time":"2026-09-21T15:48:46.596521556Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
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{"time":"2026-09-21T15:48:46.596543008Z","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_154846-kbn66izc/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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|
| 1 |
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2026-09-21 15:48:46,197 INFO MainThread:184 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
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2026-09-21 15:48:46,197 INFO MainThread:184 [wandb_setup.py:_flush():81] Configure stats pid to 184
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2026-09-21 15:48:46,197 INFO MainThread:184 [wandb_setup.py:_flush():81] Loading settings from environment variables
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2026-09-21 15:48:46,197 INFO MainThread:184 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_154846-kbn66izc/logs/debug.log
|
| 5 |
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2026-09-21 15:48:46,197 INFO MainThread:184 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_154846-kbn66izc/logs/debug-internal.log
|
| 6 |
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2026-09-21 15:48:46,197 INFO MainThread:184 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 15:48:46,197 INFO MainThread:184 [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': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s44/run_20260921_142951/checkpoint-2000', '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 |
+
2026-09-21 15:48:46,197 INFO MainThread:184 [wandb_init.py:init():898] starting backend
|
| 10 |
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2026-09-21 15:48:46,427 INFO MainThread:184 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
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2026-09-21 15:48:46,577 INFO MainThread:184 [wandb_init.py:init():918] backend started and connected
|
| 12 |
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2026-09-21 15:48:46,580 INFO MainThread:184 [wandb_init.py:init():988] updated telemetry
|
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2026-09-21 15:48:46,594 INFO MainThread:184 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
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2026-09-21 15:48:46,597 INFO MainThread:184 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
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2026-09-21 15:48:46,811 INFO MainThread:184 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
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2026-09-21 15:48:46,811 INFO MainThread:184 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
+
2026-09-21 15:48:46,811 INFO MainThread:184 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
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2026-09-21 15:48:46,811 INFO MainThread:184 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
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2026-09-21 15:48:46,813 INFO MainThread:184 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_154846-kbn66izc/run-kbn66izc.wandb
ADDED
|
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|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:aec2d054f22f5949d7d9d256bc1cfbad70df2d5f04db8d4745b8d208897ca7d2
|
| 3 |
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size 557056
|
epfl_final/SparseAtt/wandb/offline-run-20260921_163219-nihe6o4e/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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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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
|
| 5 |
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zstandard==0.25.0
|
| 6 |
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xxhash==3.7.0
|
| 7 |
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urllib3==2.6.3
|
| 8 |
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typing_extensions==4.15.0
|
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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 |
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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 |
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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 |
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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
|
| 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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| 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
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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
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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
|
| 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
|
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pathvalidate==3.3.1
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| 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 |
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mbstrdecoder==1.1.5
|
| 109 |
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typepy==1.3.5
|
| 110 |
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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
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| 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
|
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tifffile==2026.6.1
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| 122 |
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imagecodecs==2026.6.26
|
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zipp==4.1.0
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| 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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| 130 |
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cycler==0.12.1
|
| 131 |
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contourpy==1.3.3
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| 132 |
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matplotlib==3.11.0
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sortedcontainers==2.4.0
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| 134 |
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wcwidth==0.8.2
|
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sigfig==1.3.19
|
| 136 |
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importlib_resources==7.1.0
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| 137 |
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enum-tools==0.13.0
|
| 138 |
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cramjam==2.11.0
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| 139 |
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python-snappy==0.7.3
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| 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_163219-nihe6o4e/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T16:32:19.893591207Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
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{"time":"2026-09-21T16:32:19.893619479Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
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{"time":"2026-09-21T16:32:20.046817338Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
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{"time":"2026-09-21T16:32:20.046876216Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
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| 5 |
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{"time":"2026-09-21T16:32:20.046930778Z","level":"INFO","msg":"stream: created new stream","id":"nihe6o4e"}
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| 6 |
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{"time":"2026-09-21T16:32:20.047043416Z","level":"INFO","msg":"handler: started"}
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| 7 |
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{"time":"2026-09-21T16:32:20.049160733Z","level":"INFO","msg":"stream: started"}
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| 8 |
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{"time":"2026-09-21T16:32:20.04919915Z","level":"INFO","msg":"writer: started","stream_id":"nihe6o4e"}
|
| 9 |
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{"time":"2026-09-21T16:32:20.049243957Z","level":"INFO","msg":"sender: started"}
|
| 10 |
+
{"time":"2026-09-21T16:32:20.089660068Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
+
{"time":"2026-09-21T16:32:20.089689632Z","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_163219-nihe6o4e/logs/debug.log
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 16:32:19,612 INFO MainThread:268 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
| 2 |
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2026-09-21 16:32:19,612 INFO MainThread:268 [wandb_setup.py:_flush():81] Configure stats pid to 268
|
| 3 |
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2026-09-21 16:32:19,612 INFO MainThread:268 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-09-21 16:32:19,612 INFO MainThread:268 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_163219-nihe6o4e/logs/debug.log
|
| 5 |
+
2026-09-21 16:32:19,613 INFO MainThread:268 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_163219-nihe6o4e/logs/debug-internal.log
|
| 6 |
+
2026-09-21 16:32:19,613 INFO MainThread:268 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 16:32:19,613 INFO MainThread:268 [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_s42/run_20260921_142951', 'resume_from_checkpoint': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s42/run_20260921_142951/checkpoint-2000', 'force_new_run': False, 'num_epochs': 1, 'max_steps': 44000, 'per_device_batch_size': 1, 'gradient_accumulation_steps': 5, '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': 10000, '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 |
+
2026-09-21 16:32:19,613 INFO MainThread:268 [wandb_init.py:init():898] starting backend
|
| 10 |
+
2026-09-21 16:32:19,880 INFO MainThread:268 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
+
2026-09-21 16:32:20,050 INFO MainThread:268 [wandb_init.py:init():918] backend started and connected
|
| 12 |
+
2026-09-21 16:32:20,055 INFO MainThread:268 [wandb_init.py:init():988] updated telemetry
|
| 13 |
+
2026-09-21 16:32:20,086 INFO MainThread:268 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-09-21 16:32:20,100 INFO MainThread:268 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
+
2026-09-21 16:32:20,398 INFO MainThread:268 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
+
2026-09-21 16:32:20,398 INFO MainThread:268 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
+
2026-09-21 16:32:20,398 INFO MainThread:268 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
+
2026-09-21 16:32:20,399 INFO MainThread:268 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
+
2026-09-21 16:32:20,402 INFO MainThread:268 [wandb_init.py:init():1094] run started, returning control to user process
|
epfl_final/SparseAtt/wandb/offline-run-20260921_163219-nihe6o4e/run-nihe6o4e.wandb
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:d55a048cb5bc4a9201d9644da58d274285914becd036f1bff4e4470fe88abf43
|
| 3 |
+
size 2392064
|
epfl_final/SparseAtt/wandb/offline-run-20260921_164533-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 |
+
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_164533-kbn66izc/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T16:45:34.951715029Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-09-21T16:45:34.951729165Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
+
{"time":"2026-09-21T16:45:35.478503057Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-09-21T16:45:35.478524787Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
+
{"time":"2026-09-21T16:45:35.478555224Z","level":"INFO","msg":"stream: created new stream","id":"kbn66izc"}
|
| 6 |
+
{"time":"2026-09-21T16:45:35.478593225Z","level":"INFO","msg":"handler: started"}
|
| 7 |
+
{"time":"2026-09-21T16:45:35.501714375Z","level":"INFO","msg":"stream: started"}
|
| 8 |
+
{"time":"2026-09-21T16:45:35.505389607Z","level":"INFO","msg":"sender: started"}
|
| 9 |
+
{"time":"2026-09-21T16:45:35.505394967Z","level":"INFO","msg":"writer: started","stream_id":"kbn66izc"}
|
| 10 |
+
{"time":"2026-09-21T16:45:35.549255731Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
+
{"time":"2026-09-21T16:45:35.549268585Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
| 12 |
+
{"time":"2026-09-22T03:50:08.983849971Z","level":"INFO","msg":"handler: operation stats","stats":{}}
|
| 13 |
+
{"time":"2026-09-22T03:50:08.990497594Z","level":"INFO","msg":"stream: finishing up"}
|
| 14 |
+
{"time":"2026-09-22T03:50:08.99051679Z","level":"INFO","msg":"handler: closed"}
|
| 15 |
+
{"time":"2026-09-22T03:50:08.991565127Z","level":"INFO","msg":"sender: closed"}
|
| 16 |
+
{"time":"2026-09-22T03:50:08.99157224Z","level":"INFO","msg":"stream: all finished"}
|
epfl_final/SparseAtt/wandb/offline-run-20260921_164533-kbn66izc/logs/debug.log
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 16:45:33,941 INFO MainThread:238 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
| 2 |
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2026-09-21 16:45:33,942 INFO MainThread:238 [wandb_setup.py:_flush():81] Configure stats pid to 238
|
| 3 |
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2026-09-21 16:45:33,942 INFO MainThread:238 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
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2026-09-21 16:45:33,942 INFO MainThread:238 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_164533-kbn66izc/logs/debug.log
|
| 5 |
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2026-09-21 16:45:33,942 INFO MainThread:238 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_164533-kbn66izc/logs/debug-internal.log
|
| 6 |
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2026-09-21 16:45:33,942 INFO MainThread:238 [wandb_init.py:init():850] calling init triggers
|
| 7 |
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2026-09-21 16:45:33,942 INFO MainThread:238 [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': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s44/run_20260921_142951/checkpoint-2000', 'force_new_run': False, 'num_epochs': 1, 'max_steps': 44000, 'per_device_batch_size': 1, 'gradient_accumulation_steps': 4, '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': 8000, '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 16:45:33,942 INFO MainThread:238 [wandb_init.py:init():898] starting backend
|
| 10 |
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2026-09-21 16:45:34,935 INFO MainThread:238 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
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2026-09-21 16:45:35,502 INFO MainThread:238 [wandb_init.py:init():918] backend started and connected
|
| 12 |
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2026-09-21 16:45:35,506 INFO MainThread:238 [wandb_init.py:init():988] updated telemetry
|
| 13 |
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2026-09-21 16:45:35,546 INFO MainThread:238 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-09-21 16:45:35,550 INFO MainThread:238 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
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2026-09-21 16:45:35,784 INFO MainThread:238 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
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2026-09-21 16:45:35,784 INFO MainThread:238 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
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2026-09-21 16:45:35,784 INFO MainThread:238 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
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2026-09-21 16:45:35,784 INFO MainThread:238 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
+
2026-09-21 16:45:35,799 INFO MainThread:238 [wandb_init.py:init():1094] run started, returning control to user process
|
| 20 |
+
2026-09-22 03:50:08,977 INFO MainThread:238 [wandb_run.py:_finish():2321] finishing run stochastic_sparsity/kbn66izc
|
| 21 |
+
2026-09-22 03:50:08,978 INFO MainThread:238 [wandb_run.py:_atexit_cleanup():2520] got exitcode: 0
|
| 22 |
+
2026-09-22 03:50:08,980 INFO MainThread:238 [wandb_run.py:_restore():2502] restore
|
| 23 |
+
2026-09-22 03:50:08,980 INFO MainThread:238 [wandb_run.py:_restore():2508] restore done
|
epfl_final/SparseAtt/wandb/offline-run-20260921_164533-kbn66izc/run-kbn66izc.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:d917d1f5ecf537741b1509bda27a6cf13f48cb81298670cc7a75e03721986608
|
| 3 |
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size 7641216
|
epfl_final/SparseAtt/wandb/offline-run-20260921_164537-zgrsvkbi/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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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
pip==26.0.1
|
| 2 |
+
nvidia-cusparselt-cu13==0.8.0
|
| 3 |
+
mpmath==1.3.0
|
| 4 |
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cuda-toolkit==13.0.2
|
| 5 |
+
zstandard==0.25.0
|
| 6 |
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xxhash==3.7.0
|
| 7 |
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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 |
+
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 |
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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 |
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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 |
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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 |
+
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 |
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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 |
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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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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 |
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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
|
| 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 |
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mbstrdecoder==1.1.5
|
| 109 |
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typepy==1.3.5
|
| 110 |
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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 |
+
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 |
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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_164537-zgrsvkbi/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T16:45:37.803741511Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-09-21T16:45:37.803757971Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
+
{"time":"2026-09-21T16:45:38.139478759Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-09-21T16:45:38.139514896Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
+
{"time":"2026-09-21T16:45:38.139546384Z","level":"INFO","msg":"stream: created new stream","id":"zgrsvkbi"}
|
| 6 |
+
{"time":"2026-09-21T16:45:38.139586388Z","level":"INFO","msg":"handler: started"}
|
| 7 |
+
{"time":"2026-09-21T16:45:38.141813423Z","level":"INFO","msg":"stream: started"}
|
| 8 |
+
{"time":"2026-09-21T16:45:38.142565807Z","level":"INFO","msg":"sender: started"}
|
| 9 |
+
{"time":"2026-09-21T16:45:38.142566037Z","level":"INFO","msg":"writer: started","stream_id":"zgrsvkbi"}
|
| 10 |
+
{"time":"2026-09-21T16:45:38.193714108Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
+
{"time":"2026-09-21T16:45:38.193729426Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
| 12 |
+
{"time":"2026-09-22T04:08:06.511878708Z","level":"INFO","msg":"handler: operation stats","stats":{}}
|
| 13 |
+
{"time":"2026-09-22T04:08:06.522226378Z","level":"INFO","msg":"stream: finishing up"}
|
| 14 |
+
{"time":"2026-09-22T04:08:06.52224334Z","level":"INFO","msg":"handler: closed"}
|
| 15 |
+
{"time":"2026-09-22T04:08:06.523497333Z","level":"INFO","msg":"sender: closed"}
|
| 16 |
+
{"time":"2026-09-22T04:08:06.523505869Z","level":"INFO","msg":"stream: all finished"}
|
epfl_final/SparseAtt/wandb/offline-run-20260921_164537-zgrsvkbi/logs/debug.log
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-09-21 16:45:37,291 INFO MainThread:235 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
|
| 2 |
+
2026-09-21 16:45:37,291 INFO MainThread:235 [wandb_setup.py:_flush():81] Configure stats pid to 235
|
| 3 |
+
2026-09-21 16:45:37,291 INFO MainThread:235 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-09-21 16:45:37,291 INFO MainThread:235 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_164537-zgrsvkbi/logs/debug.log
|
| 5 |
+
2026-09-21 16:45:37,291 INFO MainThread:235 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/offline-run-20260921_164537-zgrsvkbi/logs/debug-internal.log
|
| 6 |
+
2026-09-21 16:45:37,291 INFO MainThread:235 [wandb_init.py:init():850] calling init triggers
|
| 7 |
+
2026-09-21 16:45:37,291 INFO MainThread:235 [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': '/mloscratch/homes/navasard/sparse/models/ALIBI_20260921/365m_alibi_s43/run_20260921_142951/checkpoint-2000', 'force_new_run': False, 'num_epochs': 1, 'max_steps': 44000, 'per_device_batch_size': 1, 'gradient_accumulation_steps': 4, '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': 8000, '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 16:45:37,291 INFO MainThread:235 [wandb_init.py:init():898] starting backend
|
| 10 |
+
2026-09-21 16:45:37,788 INFO MainThread:235 [wandb_init.py:init():913] sending inform_init request
|
| 11 |
+
2026-09-21 16:45:38,142 INFO MainThread:235 [wandb_init.py:init():918] backend started and connected
|
| 12 |
+
2026-09-21 16:45:38,147 INFO MainThread:235 [wandb_init.py:init():988] updated telemetry
|
| 13 |
+
2026-09-21 16:45:38,190 INFO MainThread:235 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-09-21 16:45:38,195 INFO MainThread:235 [wandb_init.py:init():1056] starting run threads in backend
|
| 15 |
+
2026-09-21 16:45:38,433 INFO MainThread:235 [wandb_run.py:_console_start():2554] atexit reg
|
| 16 |
+
2026-09-21 16:45:38,433 INFO MainThread:235 [wandb_run.py:_redirect():2403] redirect: wrap_raw
|
| 17 |
+
2026-09-21 16:45:38,433 INFO MainThread:235 [wandb_run.py:_redirect():2472] Wrapping output streams.
|
| 18 |
+
2026-09-21 16:45:38,433 INFO MainThread:235 [wandb_run.py:_redirect():2495] Redirects installed.
|
| 19 |
+
2026-09-21 16:45:38,439 INFO MainThread:235 [wandb_init.py:init():1094] run started, returning control to user process
|
| 20 |
+
2026-09-22 04:08:06,508 INFO MainThread:235 [wandb_run.py:_finish():2321] finishing run stochastic_sparsity/zgrsvkbi
|
| 21 |
+
2026-09-22 04:08:06,509 INFO MainThread:235 [wandb_run.py:_atexit_cleanup():2520] got exitcode: 0
|
| 22 |
+
2026-09-22 04:08:06,510 INFO MainThread:235 [wandb_run.py:_restore():2502] restore
|
| 23 |
+
2026-09-22 04:08:06,510 INFO MainThread:235 [wandb_run.py:_restore():2508] restore done
|
epfl_final/SparseAtt/wandb/offline-run-20260921_164537-zgrsvkbi/run-zgrsvkbi.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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|
| 3 |
+
size 7726453
|
epfl_final/SparseAtt/wandb/offline-run-20260921_195241-nihe6o4e/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 |
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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 |
+
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 |
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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 |
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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 |
+
threadpoolctl==3.6.0
|
| 93 |
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tcolorpy==0.1.7
|
| 94 |
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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 |
+
narwhals==2.22.1
|
| 99 |
+
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 |
+
chardet==6.0.0.post1
|
| 104 |
+
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 |
+
DataProperty==1.1.1
|
| 112 |
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tabledata==1.3.5
|
| 113 |
+
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 |
+
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 |
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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 |
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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 |
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numbers-parser==4.18.5
|
| 142 |
+
entmax==1.3
|
epfl_final/SparseAtt/wandb/offline-run-20260921_195241-nihe6o4e/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"time":"2026-09-21T19:52:42.319490993Z","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-09-21T19:52:42.319520437Z","level":"INFO","msg":"stream: starting","core version":"0.26.1"}
|
| 3 |
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{"time":"2026-09-21T19:52:42.58442705Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 4 |
+
{"time":"2026-09-21T19:52:42.584504607Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 5 |
+
{"time":"2026-09-21T19:52:42.584554181Z","level":"INFO","msg":"stream: created new stream","id":"nihe6o4e"}
|
| 6 |
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{"time":"2026-09-21T19:52:42.584644176Z","level":"INFO","msg":"handler: started"}
|
| 7 |
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{"time":"2026-09-21T19:52:42.586982479Z","level":"INFO","msg":"stream: started"}
|
| 8 |
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{"time":"2026-09-21T19:52:42.588333569Z","level":"INFO","msg":"sender: started"}
|
| 9 |
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{"time":"2026-09-21T19:52:42.588362913Z","level":"INFO","msg":"writer: started","stream_id":"nihe6o4e"}
|
| 10 |
+
{"time":"2026-09-21T19:52:42.666823239Z","level":"WARN","msg":"featurechecker: GraphQL client is nil, skipping feature loading"}
|
| 11 |
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{"time":"2026-09-21T19:52:42.666853084Z","level":"WARN","msg":"runupserter: server does not expand metric globs but the x_server_side_expand_glob_metrics setting is set; ignoring"}
|
| 12 |
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{"time":"2026-09-21T23:17:02.832069883Z","level":"INFO","msg":"handler: operation stats","stats":{}}
|
| 13 |
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{"time":"2026-09-21T23:17:02.836913023Z","level":"INFO","msg":"stream: finishing up"}
|
| 14 |
+
{"time":"2026-09-21T23:17:02.836921235Z","level":"INFO","msg":"handler: closed"}
|
| 15 |
+
{"time":"2026-09-21T23:17:02.838136842Z","level":"INFO","msg":"sender: closed"}
|
| 16 |
+
{"time":"2026-09-21T23:17:02.838143012Z","level":"INFO","msg":"stream: all finished"}
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