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ResNet-50
MosaicML Mild
MosaicML Medium
MosaicML Hot
MosaicML Baseline
FFCV
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timm a1
timm a2
timm a3
Amazon Web Services
Google Compute Platform
MosaicML Cloud
Oracle Cloud Infrastructure
Nvidia A100 40GB
Nvidia A100 80GB
Nvidia V100 16GB
Binary Cross Entropy Loss
Blurpool
Channels Last
Colout
Exponential Moving Average
FixRes
Label Smoothing
Mixup
Progressive Resizing
RandAugment
Sharpness-Aware Minimization
Scale Schedule
Stochastic Depth
Top-1 accuracy
Cost
Frontier
Selected
Baseline
Time
Same quality
$11.04
76.64%
Same speed
79.51%
3h 21m
25m 15s