Skip to content

Instantly share code, notes, and snippets.

View jph00's full-sized avatar
🦘

Jeremy Howard jph00

🦘
View GitHub Profile
@jph00
jph00 / sweep.csv
Created June 13, 2022 15:29
fastai_timm wandb sweep results
We can make this file beautiful and searchable if this error is corrected: It looks like row 10 should actually have 7 columns, instead of 2. in line 9.
dataset,model_name,GPU_mem,error_rate,valid_loss,train_loss,fit_time
pets,swinv2_cr_tiny_ns_224,3.787109375,0.0588633418083192,0.24936801195144653,0.019529560580849648,133.23359032196458
pets,swinv2_cr_tiny_ns_224,3.37109375,0.0588633418083192,0.24477967619895935,0.02033395692706108,131.0072173139779
pets,swinv2_cr_tiny_ns_224,3.330078125,0.05412721633911122,0.20794494450092316,0.021329525858163834,131.57327181001892
pets,swinv2_cr_small_ns_224,6.177734375,0.0446549654006958,0.21994665265083313,0.015108372084796429,327.2828737530508
pets,swinv2_cr_small_ns_224,6.2109375,0.05074423551559437,0.20733796060085297,0.01944943517446518,211.57673111901383
pets,swinv2_cr_small_ns_224,5.384765625,0.04668468236923218,0.2127318978309631,0.024523036554455757,344.7638177879853
pets,swinv2_cr_small_224,6.1171875,0.058186709880828746,0.2444191724061966,0.017354698851704597,345.65878029097803
pets,swinv2_cr_small_224,6.1171875,0.058186709880828746,0.2404960095882416,0.01604991964995861,213.62937671499097
pets,swinv2_cr_small_
We can make this file beautiful and searchable if this error is corrected: Unclosed quoted field in line 6.
"Name","accuracy","User","valid_loss","GPU_mem","model parameters","model_name","num_experiments","learning_rate","fit_time","train_loss","error_rate"
"cosmic-sweep-342","0.893098771572113","jph00","0.4043380320072174","1.05859375","6263360","vit_tiny_r_s16_p8_224","3","0.008","74.63291443999333","0.08092606067657471","0.10690122097730637"
"worthy-sweep-341","0.8971583247184753","jph00","0.3881302773952484","0.9765625","6263360","vit_tiny_r_s16_p8_224","2","0.008","80.31514062899805","0.07855783402919769","0.10284167528152466"
"chocolate-sweep-340","0.8944519758224487","jph00","0.4079037010669708","0.9765625","6263360","vit_tiny_r_s16_p8_224","1","0.008","85.1170430029888","0.07688259333372116","0.10554803907871246"
"lyric-sweep-339","0.9012178778648376","jph00","0.35034531354904175","1.16015625","5643072","vit_tiny_patch16_224","3","0.008","78.18763143400429","0.0953610986471176","0.09878213703632356"
"generous-sweep-338","0.908660352230072","jph00","0.33963635563850403","1.07421875","5643072","vit_tiny_patc
We can make this file beautiful and searchable if this error is corrected: Unclosed quoted field in line 6.
"Name","State","Created","Runtime","Learner.arch","learning_rate","model_name","num_experiments","valid_loss","train_loss","fit_time","accuracy_multi"
"blooming-sweep-315","finished","2022-06-02T02:00:29.000Z","119","vit_base_patch16_224","0.008","vit_base_patch16_224","3","0.09851958602666856","0.12880989909172058","25.836685962000047","0.9632352590560912"
"smart-sweep-314","finished","2022-06-02T01:59:02.000Z","84","vit_base_patch16_224","0.008","vit_base_patch16_224","2","0.09799090027809144","0.12930510938167572","26.209168308996595","0.9626470804214478"
"peachy-sweep-319","finished","2022-06-02T02:06:47.000Z","44","vit_base_patch16_224_sam","0.008","vit_base_patch16_224_sam","1","0.1101434975862503","0.13224607706069946","28.266185689004487","0.9608823657035828"
"sandy-sweep-328","finished","2022-06-02T02:18:27.000Z","38","vit_small_patch16_224","0.008","vit_small_patch16_224","1","0.11220161616802216","0.13845551013946533","21.900724929000717","0.9602941274642944"
"lilac-sweep-313","finished","2022-06-0
@jph00
jph00 / compare.ipynb
Created May 4, 2022 04:15
timm vs tvm fine tuning 2
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@jph00
jph00 / compare.ipynb
Created May 4, 2022 01:48
timm vs tvm fine tuning
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
mkdir lfs
cd lfs
curl -L $(curl https://latest.fast.ai/git-lfs/git-lfs/linux-amd64) | tar xz
sudo ./install.sh
cd ..
rm -rf lfs
#!/usr/bin/env bash
# Install miniconda - skip if you've already got conda
cd ~
mkdir -p downloads
cd downloads
wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh
bash Miniconda3-latest-Linux-x86_64.sh -b
conda init bash
cd ..
@jph00
jph00 / 01_pre-read.ipynb
Created December 1, 2021 09:46
riiid-acp-pub/01_pre-read.ipynb
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@jph00
jph00 / aus-seir.ipynb
Created November 1, 2021 04:54
nbs/vic-deseas.ipynb
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@jph00
jph00 / uk-young-covid.ipynb
Last active November 1, 2021 05:04
nbs/uk-young-covid.ipynb
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.