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Examples of parallel training on one GPU using functorch.vmap with torchopt #32

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Merged
merged 12 commits into from
Aug 11, 2022
Merged

Examples of parallel training on one GPU using functorch.vmap with torchopt #32

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14f0652
feat(examples): add functorch vmap support examples
Benjamin-eecs Jul 19, 2022
4ebcf38
feat(examples): add functorch vmap support examples
Benjamin-eecs Jul 19, 2022
e959bc0
feat: working functorch + torchopt parallel training example
Benjamin-eecs Jul 21, 2022
c9ecd25
fix: pass lint
Benjamin-eecs Jul 21, 2022
220c5f8
Merge remote-tracking branch 'upstream/main' into feature/functorch_v…
Benjamin-eecs Jul 22, 2022
fcc9f3e
Merge remote-tracking branch 'upstream/main' into feature/functorch_v…
Benjamin-eecs Aug 6, 2022
05960bc
fix: pass lint
Benjamin-eecs Aug 6, 2022
8a3ea6a
merge: resolve conflicts
Benjamin-eecs Aug 10, 2022
acba2e1
fix: update comment
Benjamin-eecs Aug 10, 2022
fc679ad
fix: resolve comments
Benjamin-eecs Aug 11, 2022
84615d2
fix: update torchopt/_src/transform.py
Benjamin-eecs Aug 11, 2022
aa8efd4
fix: update torchopt/_src/transform.py
Benjamin-eecs Aug 11, 2022
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fix: pass lint
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@Benjamin-eecs
Benjamin-eecs committed Aug 6, 2022
commit 05960bc50725534162a2f12cb6ecdd17fc359fa9
4 changes: 2 additions & 2 deletions examples/functorch/parallel_train_torchopt.py
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from collections import namedtuple
from typing import Any, NamedTuple

import functorch
import torch
import torch.nn as nn
import torch.nn.functional as F
from functorch import combine_state_for_ensemble, grad_and_value, make_functional, vmap

import functorch
import torchopt
from functorch import combine_state_for_ensemble, grad_and_value, make_functional, vmap


def make_spirals(n_samples, noise_std=0.0, rotations=1.0):
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2 changes: 1 addition & 1 deletion tests/unit/low_level/test_low_level_inplace.py
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import copy
import unittest

import functorch
import pytest
import torch
import torch.nn.functional as F
from torch.utils import data
from torchvision import models

import functorch
import torchopt


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