From 88b6803be9ca97945e1a5af807f06280af3f1093 Mon Sep 17 00:00:00 2001 From: Xuehai Pan Date: Thu, 3 Nov 2022 01:06:09 +0800 Subject: [PATCH 1/8] fix(examples/implicit): fix iMAML example with functional APIs --- examples/iMAML/imaml_omniglot_functional.py | 83 +++++++++++---------- tests/test_implicit.py | 61 +++++++-------- tutorials/5_Implicit_Differentiation.ipynb | 19 +++-- 3 files changed, 82 insertions(+), 81 deletions(-) diff --git a/examples/iMAML/imaml_omniglot_functional.py b/examples/iMAML/imaml_omniglot_functional.py index 080541c6..a5def530 100644 --- a/examples/iMAML/imaml_omniglot_functional.py +++ b/examples/iMAML/imaml_omniglot_functional.py @@ -101,23 +101,21 @@ def main(): # We will use Adam to (meta-)optimize the initial parameters # to be adapted. net.train() - fnet, params = functorch.make_functional(net) + fnet, meta_params = model = functorch.make_functional(net) meta_opt = torchopt.adam(lr=1e-3) - meta_opt_state = meta_opt.init(params) + meta_opt_state = meta_opt.init(meta_params) log = [] - test(db, [params, fnet], epoch=-1, log=log, args=args) + test(db, model, epoch=-1, log=log, args=args) for epoch in range(10): - meta_opt, meta_opt_state = train( - db, [params, fnet], (meta_opt, meta_opt_state), epoch, log, args - ) - test(db, [params, fnet], epoch, log, args) + meta_opt, meta_opt_state = train(db, model, (meta_opt, meta_opt_state), epoch, log, args) + test(db, model, epoch, log, args) plot(log) -def train(db, net, meta_opt_and_state, epoch, log, args): +def train(db, model, meta_opt_and_state, epoch, log, args): n_train_iter = db.x_train.shape[0] // db.batchsz - params, fnet = net + fnet, meta_params = model meta_opt, meta_opt_state = meta_opt_and_state # Given this module we've created, rip out the parameters and buffers # and return a functional version of the module. `fnet` is stateless @@ -136,8 +134,8 @@ def train(db, net, meta_opt_and_state, epoch, log, args): qry_losses = [] qry_accs = [] - init_params_copy = pytree.tree_map( - lambda t: t.clone().detach_().requires_grad_(requires_grad=t.requires_grad), params + meta_params_backup = pytree.tree_map( + lambda t: t.clone().detach_().requires_grad_(requires_grad=t.requires_grad), meta_params ) for i in range(task_num): @@ -145,9 +143,13 @@ def train(db, net, meta_opt_and_state, epoch, log, args): # gradient steps w.r.t. the model's parameters. # This adapts the model's meta-parameters to the task. + init_params = pytree.tree_map( + lambda t: t.clone().detach_().requires_grad_(requires_grad=t.requires_grad), + meta_params_backup, + ) optimal_params = train_imaml_inner_solver( - init_params_copy, - params, + init_params, + meta_params_backup, (x_spt[i], y_spt[i]), (fnet, n_inner_iter, reg_param), ) @@ -159,9 +161,9 @@ def train(db, net, meta_opt_and_state, epoch, log, args): # Update the model's meta-parameters to optimize the query # losses across all of the tasks sampled in this batch. # qry_loss = qry_loss / task_num # scale gradients - meta_grads = torch.autograd.grad(qry_loss / task_num, params) + meta_grads = torch.autograd.grad(qry_loss / task_num, meta_params) meta_updates, meta_opt_state = meta_opt.update(meta_grads, meta_opt_state) - params = torchopt.apply_updates(params, meta_updates) + meta_params = torchopt.apply_updates(meta_params, meta_updates) qry_acc = (qry_logits.argmax(dim=1) == y_qry[i]).float().mean() qry_losses.append(qry_loss.item()) qry_accs.append(qry_acc.item()) @@ -188,25 +190,22 @@ def train(db, net, meta_opt_and_state, epoch, log, args): return (meta_opt, meta_opt_state) -def test(db, net, epoch, log, args): +def test(db, model, epoch, log, args): # Crucially in our testing procedure here, we do *not* fine-tune # the model during testing for simplicity. # Most research papers using MAML for this task do an extra # stage of fine-tuning here that should be added if you are # adapting this code for research. - params, fnet = net - # fnet, params, buffers = functorch.make_functional_with_buffers(net) + fnet, meta_params = model n_test_iter = db.x_test.shape[0] // db.batchsz + n_inner_iter = args.inner_steps + reg_param = args.reg_params qry_losses = [] qry_accs = [] - # TODO: Maybe pull this out into a separate module so it - # doesn't have to be duplicated between `train` and `test`? - n_inner_iter = args.inner_steps - reg_param = args.reg_params - init_params_copy = pytree.tree_map( - lambda t: t.clone().detach_().requires_grad_(requires_grad=t.requires_grad), params + meta_params_backup = pytree.tree_map( + lambda t: t.clone().detach_().requires_grad_(requires_grad=t.requires_grad), meta_params ) for batch_idx in range(n_test_iter): @@ -219,9 +218,13 @@ def test(db, net, epoch, log, args): # gradient steps w.r.t. the model's parameters. # This adapts the model's meta-parameters to the task. + init_params = pytree.tree_map( + lambda t: t.clone().detach_().requires_grad_(requires_grad=t.requires_grad), + meta_params_backup, + ) optimal_params = test_imaml_inner_solver( - init_params_copy, - params, + init_params, + meta_params_backup, (x_spt[i], y_spt[i]), (fnet, n_inner_iter, reg_param), ) @@ -249,12 +252,12 @@ def test(db, net, epoch, log, args): ) -def imaml_objective(optimal_params, init_params, data, aux): +def imaml_objective(params, meta_params, data, aux): x_spt, y_spt = data fnet, n_inner_iter, reg_param = aux - y_pred = fnet(optimal_params, x_spt) + y_pred = fnet(params, x_spt) regularization_loss = 0 - for p1, p2 in zip(optimal_params, init_params): + for p1, p2 in zip(params, meta_params): regularization_loss += 0.5 * reg_param * torch.sum(torch.square(p1 - p2)) loss = F.cross_entropy(y_pred, y_spt) + regularization_loss return loss @@ -266,11 +269,10 @@ def imaml_objective(optimal_params, init_params, data, aux): has_aux=False, solve=torchopt.linear_solve.solve_normal_cg(maxiter=5, atol=0), ) -def train_imaml_inner_solver(init_params_copy, init_params, data, aux): +def train_imaml_inner_solver(params, meta_params, data, aux): x_spt, y_spt = data fnet, n_inner_iter, reg_param = aux # Initial functional optimizer based on TorchOpt - params = init_params_copy inner_opt = torchopt.sgd(lr=1e-1) inner_opt_state = inner_opt.init(params) with torch.enable_grad(): @@ -280,20 +282,21 @@ def train_imaml_inner_solver(init_params_copy, init_params, data, aux): loss = F.cross_entropy(pred, y_spt) # compute loss # Compute regularization loss regularization_loss = 0 - for p1, p2 in zip(params, init_params): + for p1, p2 in zip(params, meta_params): regularization_loss += 0.5 * reg_param * torch.sum(torch.square(p1 - p2)) final_loss = loss + regularization_loss grads = torch.autograd.grad(final_loss, params) # compute gradients - updates, inner_opt_state = inner_opt.update(grads, inner_opt_state) # get updates - params = torchopt.apply_updates(params, updates) + updates, inner_opt_state = inner_opt.update( + grads, inner_opt_state, inplace=True + ) # get updates + params = torchopt.apply_updates(params, updates, inplace=True) return params -def test_imaml_inner_solver(init_params_copy, init_params, data, aux): +def test_imaml_inner_solver(params, meta_params, data, aux): x_spt, y_spt = data fnet, n_inner_iter, reg_param = aux # Initial functional optimizer based on TorchOpt - params = init_params_copy inner_opt = torchopt.sgd(lr=1e-1) inner_opt_state = inner_opt.init(params) with torch.enable_grad(): @@ -303,12 +306,14 @@ def test_imaml_inner_solver(init_params_copy, init_params, data, aux): loss = F.cross_entropy(pred, y_spt) # compute loss # Compute regularization loss regularization_loss = 0 - for p1, p2 in zip(params, init_params): + for p1, p2 in zip(params, meta_params): regularization_loss += 0.5 * reg_param * torch.sum(torch.square(p1 - p2)) final_loss = loss + regularization_loss grads = torch.autograd.grad(final_loss, params) # compute gradients - updates, inner_opt_state = inner_opt.update(grads, inner_opt_state) # get updates - params = torchopt.apply_updates(params, updates) + updates, inner_opt_state = inner_opt.update( + grads, inner_opt_state, inplace=True + ) # get updates + params = torchopt.apply_updates(params, updates, inplace=True) return params diff --git a/tests/test_implicit.py b/tests/test_implicit.py index 06d180d4..661a6627 100644 --- a/tests/test_implicit.py +++ b/tests/test_implicit.py @@ -126,11 +126,11 @@ def test_imaml(dtype: torch.dtype, lr: float, inner_lr: float, inner_update: int optim_jax = optax.sgd(lr) optim_state_jax = optim_jax.init(jax_params) - def imaml_objective_torchopt(optimal_params, init_params, data): + def imaml_objective_torchopt(params, meta_params, data): x, y, f = data - y_pred = f(optimal_params, x) + y_pred = f(params, x) regularization_loss = 0 - for p1, p2 in zip(optimal_params, init_params): + for p1, p2 in zip(params, meta_params): regularization_loss += 0.5 * torch.sum(torch.square(p1 - p2)) loss = F.cross_entropy(y_pred, y) + regularization_loss return loss @@ -138,10 +138,9 @@ def imaml_objective_torchopt(optimal_params, init_params, data): @torchopt.diff.implicit.custom_root( functorch.grad(imaml_objective_torchopt, argnums=0), argnums=1, has_aux=True ) - def inner_solver_torchopt(init_params_copy, init_params, data): + def inner_solver_torchopt(params, meta_params, data): # Initial functional optimizer based on TorchOpt x, y, f = data - params = init_params_copy optimizer = torchopt.sgd(lr=inner_lr) opt_state = optimizer.init(params) with torch.enable_grad(): @@ -151,43 +150,42 @@ def inner_solver_torchopt(init_params_copy, init_params, data): loss = F.cross_entropy(pred, y) # compute loss # Compute regularization loss regularization_loss = 0 - for p1, p2 in zip(params, init_params): + for p1, p2 in zip(params, meta_params): regularization_loss += 0.5 * torch.sum(torch.square(p1 - p2)) final_loss = loss + regularization_loss grads = torch.autograd.grad(final_loss, params) # compute gradients - updates, opt_state = optimizer.update(grads, opt_state) # get updates - params = torchopt.apply_updates(params, updates) + updates, opt_state = optimizer.update(grads, opt_state, inplace=True) # get updates + params = torchopt.apply_updates(params, updates, inplace=True) return params, (0, {'a': 1, 'b': 2}) - def imaml_objective_jax(optimal_params, init_params, x, y): - y_pred = jax_model(optimal_params, x) + def imaml_objective_jax(params, meta_params, x, y): + y_pred = jax_model(params, x) loss = jnp.mean(optax.softmax_cross_entropy_with_integer_labels(y_pred, y)) regularization_loss = 0 - for p1, p2 in zip(optimal_params.values(), init_params.values()): + for p1, p2 in zip(params.values(), meta_params.values()): regularization_loss += 0.5 * jnp.sum(jnp.square((p1 - p2))) loss = loss + regularization_loss return loss @jaxopt.implicit_diff.custom_root(jax.grad(imaml_objective_jax, argnums=0), has_aux=True) - def inner_solver_jax(init_params_copy, init_params, x, y): + def inner_solver_jax(params, meta_params, x, y): """Solve ridge regression by conjugate gradient.""" # Initial functional optimizer based on torchopt - params = init_params_copy optimizer = optax.sgd(inner_lr) opt_state = optimizer.init(params) - def compute_loss(params, init_params, x, y): + def compute_loss(params, meta_params, x, y): pred = jax_model(params, x) loss = jnp.mean(optax.softmax_cross_entropy_with_integer_labels(pred, y)) # Compute regularization loss regularization_loss = 0 - for p1, p2 in zip(params.values(), init_params.values()): + for p1, p2 in zip(params.values(), meta_params.values()): regularization_loss += 0.5 * jnp.sum(jnp.square((p1 - p2))) final_loss = loss + regularization_loss return final_loss for i in range(inner_update): - grads = jax.grad(compute_loss)(params, init_params, x, y) # compute gradients + grads = jax.grad(compute_loss)(params, meta_params, x, y) # compute gradients updates, opt_state = optimizer.update(grads, opt_state) # get updates params = optax.apply_updates(params, updates) return params, (0, {'a': 1, 'b': 2}) @@ -195,10 +193,10 @@ def compute_loss(params, init_params, x, y): for xs, ys in loader: xs = xs.to(dtype=dtype) data = (xs, ys, fmodel) - init_params_copy = pytree.tree_map( + meta_params_copy = pytree.tree_map( lambda t: t.clone().detach_().requires_grad_(requires_grad=t.requires_grad), params ) - optimal_params, aux = inner_solver_torchopt(init_params_copy, params, data) + optimal_params, aux = inner_solver_torchopt(meta_params_copy, params, data) assert aux == (0, {'a': 1, 'b': 2}) outer_loss = fmodel(optimal_params, xs).mean() @@ -275,35 +273,34 @@ def solve(self, x, y): optim_jax = optax.sgd(lr) optim_state_jax = optim_jax.init(jax_params) - def imaml_objective_jax(optimal_params, init_params, x, y): - y_pred = jax_model(optimal_params, x) + def imaml_objective_jax(params, meta_params, x, y): + y_pred = jax_model(params, x) loss = jnp.mean(optax.softmax_cross_entropy_with_integer_labels(y_pred, y)) regularization_loss = 0 - for p1, p2 in zip(optimal_params.values(), init_params.values()): + for p1, p2 in zip(params.values(), meta_params.values()): regularization_loss += 0.5 * jnp.sum(jnp.square((p1 - p2))) loss = loss + regularization_loss return loss @jaxopt.implicit_diff.custom_root(jax.grad(imaml_objective_jax, argnums=0), has_aux=True) - def inner_solver_jax(init_params_copy, init_params, x, y): + def inner_solver_jax(params, meta_params, x, y): """Solve ridge regression by conjugate gradient.""" # Initial functional optimizer based on torchopt - params = init_params_copy optimizer = optax.sgd(inner_lr) opt_state = optimizer.init(params) - def compute_loss(params, init_params, x, y): + def compute_loss(params, meta_params, x, y): pred = jax_model(params, x) loss = jnp.mean(optax.softmax_cross_entropy_with_integer_labels(pred, y)) # Compute regularization loss regularization_loss = 0 - for p1, p2 in zip(params.values(), init_params.values()): + for p1, p2 in zip(params.values(), meta_params.values()): regularization_loss += 0.5 * jnp.sum(jnp.square((p1 - p2))) final_loss = loss + regularization_loss return final_loss for i in range(inner_update): - grads = jax.grad(compute_loss)(params, init_params, x, y) # compute gradients + grads = jax.grad(compute_loss)(params, meta_params, x, y) # compute gradients updates, opt_state = optimizer.update(grads, opt_state) # get updates params = optax.apply_updates(params, updates) return params, (0, {'a': 1, 'b': 2}) @@ -374,7 +371,7 @@ def ridge_objective_torch(params, l2reg, data): return 0.5 * torch.mean(torch.square(residuals)) + regularization_loss @torchopt.diff.implicit.custom_root(functorch.grad(ridge_objective_torch, argnums=0), argnums=1) - def ridge_solver_torch(init_params, l2reg, data): + def ridge_solver_torch(params, l2reg, data): """Solve ridge regression by conjugate gradient.""" X_tr, y_tr = data @@ -383,7 +380,7 @@ def matvec(u): solve = torchopt.linear_solve.solve_cg( ridge=len(y_tr) * l2reg.item(), - init=init_params, + init=params, maxiter=20, ) @@ -396,7 +393,7 @@ def ridge_objective_jax(params, l2reg, X_tr, y_tr): return 0.5 * jnp.mean(jnp.square(residuals)) + regularization_loss @jaxopt.implicit_diff.custom_root(jax.grad(ridge_objective_jax, argnums=0)) - def ridge_solver_jax(init_params, l2reg, X_tr, y_tr): + def ridge_solver_jax(params, l2reg, X_tr, y_tr): """Solve ridge regression by conjugate gradient.""" def matvec(u): @@ -406,7 +403,7 @@ def matvec(u): matvec=matvec, b=X_tr.T @ y_tr, ridge=len(y_tr) * l2reg.item(), - init=init_params, + init=params, maxiter=20, ) @@ -428,8 +425,8 @@ def matvec(u): xq = jnp.array(xq.numpy(), dtype=np_dtype) yq = jnp.array(yq.numpy(), dtype=np_dtype) - def outer_level(init_params_jax, l2reg_jax, xs, ys, xq, yq): - w_fit = ridge_solver_jax(init_params_jax, l2reg_jax, xs, ys) + def outer_level(params_jax, l2reg_jax, xs, ys, xq, yq): + w_fit = ridge_solver_jax(params_jax, l2reg_jax, xs, ys) y_pred = xq @ w_fit loss_value = jnp.mean(jnp.square(y_pred - yq)) return loss_value diff --git a/tutorials/5_Implicit_Differentiation.ipynb b/tutorials/5_Implicit_Differentiation.ipynb index f52aceb1..7c484120 100644 --- a/tutorials/5_Implicit_Differentiation.ipynb +++ b/tutorials/5_Implicit_Differentiation.ipynb @@ -78,11 +78,11 @@ "outputs": [], "source": [ "# Optimality function\n", - "def imaml_objective(optimal_params, init_params, data):\n", + "def imaml_objective(params, meta_params, data):\n", " x, y, fmodel = data\n", - " y_pred = fmodel(optimal_params, x)\n", + " y_pred = fmodel(params, x)\n", " regularization_loss = 0.0\n", - " for p1, p2 in zip(optimal_params, init_params):\n", + " for p1, p2 in zip(params, meta_params):\n", " regularization_loss += 0.5 * torch.sum(torch.square(p1.view(-1) - p2.view(-1)))\n", " loss = F.mse_loss(y_pred, y) + regularization_loss\n", " return loss\n", @@ -94,13 +94,12 @@ "# You can also set argnums as (1, 2) if you want to backpropogate through multiple meta parameters\n", "\n", "# Here we pass argnums=1 to the custom_root. That means we want to compute the gradient of\n", - "# optimal_params w.r.t. the 1-indexed argument in inner_solver, i.e., init_params.\n", + "# optimal_params w.r.t. the 1-indexed argument in inner_solver, i.e., params.\n", "@torchopt.diff.implicit.custom_root(functorch.grad(imaml_objective, argnums=0), argnums=1)\n", - "def inner_solver(init_params_copy, init_params, data):\n", + "def inner_solver(params, meta_params, data):\n", " \"\"\"Solve ridge regression by conjugate gradient.\"\"\"\n", " # Initial functional optimizer based on TorchOpt\n", " x, y, fmodel = data\n", - " params = init_params_copy\n", " optimizer = torchopt.sgd(lr=2e-2)\n", " opt_state = optimizer.init(params)\n", " with torch.enable_grad():\n", @@ -111,13 +110,13 @@ "\n", " # Compute regularization loss\n", " regularization_loss = 0.0\n", - " for p1, p2 in zip(params, init_params):\n", + " for p1, p2 in zip(params, meta_params):\n", " regularization_loss += 0.5 * torch.sum(torch.square(p1.view(-1) - p2.view(-1)))\n", " final_loss = loss + regularization_loss\n", "\n", " grads = torch.autograd.grad(final_loss, params) # compute gradients\n", - " updates, opt_state = optimizer.update(grads, opt_state) # get updates\n", - " params = torchopt.apply_updates(params, updates)\n", + " updates, opt_state = optimizer.update(grads, opt_state, inplace=True) # get updates\n", + " params = torchopt.apply_updates(params, updates, inplace=True)\n", "\n", " optimal_params = params\n", " return optimal_params" @@ -253,7 +252,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.13" + "version": "3.9.7" }, "vscode": { "interpreter": { From 55ba89e5ed5ec19b12708b48378f31aa13bca6f5 Mon Sep 17 00:00:00 2001 From: Xuehai Pan Date: Thu, 3 Nov 2022 13:39:44 +0800 Subject: [PATCH 2/8] docs(CHANGELOG): update CHANGELOG.md --- CHANGELOG.md | 1 + 1 file changed, 1 insertion(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index 644cd7eb..a01f6751 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -30,6 +30,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Fixed +- Fix implicit MAML omniglot few-shot classification example by [@XuehaiPan](https://github.com/XuehaiPan) in [#108](https://github.com/metaopt/torchopt/pull/108). - Align results of distributed examples by [@XuehaiPan](https://github.com/XuehaiPan) in [#95](https://github.com/metaopt/torchopt/pull/95). - Fix `None` in module containers by [@XuehaiPan](https://github.com/XuehaiPan). - Fix backward errors when using inplace `sqrt_` and `add_` by [@Benjamin-eecs](https://github.com/Benjamin-eecs) and [@JieRen98](https://github.com/JieRen98) and [@XuehaiPan](https://github.com/XuehaiPan). From 64cfd2d0c3954abc0d49e13e2c3d87925de17b6b Mon Sep 17 00:00:00 2001 From: Xuehai Pan Date: Thu, 3 Nov 2022 14:12:37 +0800 Subject: [PATCH 3/8] chore: update type hint --- torchopt/diff/implicit/nn/module.py | 15 +++++++-------- torchopt/optim/meta/adam.py | 6 +++--- torchopt/optim/meta/adamw.py | 6 +++--- torchopt/optim/meta/base.py | 21 +++++++++++---------- torchopt/optim/meta/rmsprop.py | 6 +++--- torchopt/optim/meta/sgd.py | 6 +++--- 6 files changed, 30 insertions(+), 30 deletions(-) diff --git a/torchopt/diff/implicit/nn/module.py b/torchopt/diff/implicit/nn/module.py index 4ad48d32..8a01dd13 100644 --- a/torchopt/diff/implicit/nn/module.py +++ b/torchopt/diff/implicit/nn/module.py @@ -14,6 +14,8 @@ # ============================================================================== """The base class for differentiable implicit meta-gradient models.""" +# pylint: disable=redefined-builtin + import functools import itertools from typing import Any, Callable, Dict, Optional, Tuple, Type, Union @@ -35,7 +37,7 @@ def make_optimality_from_objective( objective: Callable[..., torch.Tensor] ) -> Callable[..., TupleOfTensors]: """Make a function that computes the optimality function of the objective function.""" - # pylint: disable-next=redefined-builtin + def optimality(self: 'ImplicitMetaGradientModule', *input, **kwargs) -> TupleOfTensors: params_containers = extract_module_containers(self, with_buffers=False)[0] params_containers_backups = [container.copy() for container in params_containers] @@ -43,7 +45,6 @@ def optimality(self: 'ImplicitMetaGradientModule', *input, **kwargs) -> TupleOfT # pylint: disable-next=line-too-long flat_params, params_containers_treespec = pytree.tree_flatten_as_tuple(params_containers) # type: ignore[arg-type] - # pylint: disable-next=redefined-builtin def objective_fn(flat_params: TupleOfTensors, *input, **kwargs) -> torch.Tensor: flat_grad_tracking_params = flat_params grad_tracking_params_containers: Tuple[ @@ -87,7 +88,7 @@ def enable_implicit_gradients( @functools.wraps(cls_solve) def wrapped( # pylint: disable=too-many-locals - self: 'ImplicitMetaGradientModule', *input, **kwargs # pylint: disable=redefined-builtin + self: 'ImplicitMetaGradientModule', *input, **kwargs ) -> Union['ImplicitMetaGradientModule', Tuple['ImplicitMetaGradientModule', Any]]: """Solve the optimization problem.""" params_containers = extract_module_containers(self, with_buffers=False)[0] @@ -114,7 +115,7 @@ def wrapped( # pylint: disable=too-many-locals def optimality_fn( flat_params: TupleOfTensors, flat_meta_params: TupleOfTensors, - *input, # pylint: disable=redefined-builtin + *input, **kwargs, ) -> TupleOfTensors: flat_grad_tracking_params = flat_params @@ -149,7 +150,7 @@ def optimality_fn( def solver_fn( flat_params: TupleOfTensors, # pylint: disable=unused-argument flat_meta_params: TupleOfTensors, # pylint: disable=unused-argument - *input, # pylint: disable=redefined-builtin + *input, **kwargs, ) -> Union[TupleOfTensors, Tuple[TupleOfTensors, Any]]: output = cls_solve(self, *input, **kwargs) @@ -227,7 +228,7 @@ def __init_subclass__( enable_implicit_gradients(cls) def solve( - self, *input, **kwargs # pylint: disable=redefined-builtin + self, *input, **kwargs ) -> Union['ImplicitMetaGradientModule', Tuple['ImplicitMetaGradientModule', Any]]: """Solves the inner optimization problem. @@ -259,7 +260,6 @@ def solve(self, batch, labels): """ raise NotImplementedError # update parameters - # pylint: disable-next=redefined-builtin def optimality(self, *input, **kwargs) -> TensorTree: r"""Computes the optimality residual. @@ -302,7 +302,6 @@ def optimality(self, *input, **kwargs) -> TensorTree: """ # pylint: disable=line-too-long raise NotImplementedError - # pylint: disable-next=redefined-builtin def objective(self, *input, **kwargs) -> torch.Tensor: """Computes the objective function value. diff --git a/torchopt/optim/meta/adam.py b/torchopt/optim/meta/adam.py index 8d934e2c..9340b513 100644 --- a/torchopt/optim/meta/adam.py +++ b/torchopt/optim/meta/adam.py @@ -37,7 +37,7 @@ class MetaAdam(MetaOptimizer): # pylint: disable-next=too-many-arguments def __init__( self, - net: nn.Module, + module: nn.Module, lr: ScalarOrSchedule = 1e-3, betas: Tuple[float, float] = (0.9, 0.999), eps: float = 1e-8, @@ -51,7 +51,7 @@ def __init__( """The :meth:`init` function. Args: - net: (nn.Module) + module: (nn.Module) A network whose parameters should be optimized. lr: (default: :const:`1e-3`) This is a fixed global scaling factor. @@ -75,7 +75,7 @@ def __init__( If :data:`True` use our implemented fused operator. """ super().__init__( - net, + module, alias.adam( lr=lr, betas=betas, diff --git a/torchopt/optim/meta/adamw.py b/torchopt/optim/meta/adamw.py index cb91f38f..70f3a80a 100644 --- a/torchopt/optim/meta/adamw.py +++ b/torchopt/optim/meta/adamw.py @@ -37,7 +37,7 @@ class MetaAdamW(MetaOptimizer): # pylint: disable-next=too-many-arguments def __init__( self, - net: nn.Module, + module: nn.Module, lr: ScalarOrSchedule = 1e-3, betas: Tuple[float, float] = (0.9, 0.999), eps: float = 1e-8, @@ -52,7 +52,7 @@ def __init__( """The :meth:`init` function. Args: - net: (nn.Module) + module: (nn.Module) A network whose parameters should be optimized. lr: (default: :const:`1e-3`) This is a fixed global scaling factor. @@ -85,7 +85,7 @@ def __init__( If :data:`True` use our implemented fused operator. """ super().__init__( - net, + module, alias.adamw( lr=lr, betas=betas, diff --git a/torchopt/optim/meta/base.py b/torchopt/optim/meta/base.py index b83d3fd2..7af32e17 100644 --- a/torchopt/optim/meta/base.py +++ b/torchopt/optim/meta/base.py @@ -14,7 +14,7 @@ # ============================================================================== """The base class for differentiable meta-optimizers.""" -from typing import Dict, List, Optional, Sequence, Tuple, cast +from typing import Dict, List, Optional, Sequence, Tuple import torch import torch.nn as nn @@ -31,11 +31,11 @@ class MetaOptimizer: """The base class for high-level differentiable optimizers.""" - def __init__(self, net: nn.Module, impl: GradientTransformation): + def __init__(self, module: nn.Module, impl: GradientTransformation) -> None: """The :meth:`init` function. Args: - net: (nn.Module) + module: (nn.Module) A network whose parameters should be optimized. impl: (GradientTransformation) A low level optimizer function, it could be a optimizer function provided by @@ -51,9 +51,9 @@ def __init__(self, net: nn.Module, impl: GradientTransformation): self.param_containers_groups: List[Tuple[Dict[str, Optional[torch.Tensor]], ...]] = [] self.state_groups: List[OptState] = [] - self.add_param_group(net) + self.add_param_group(module) - def step(self, loss: torch.Tensor): # pylint: disable=too-many-locals + def step(self, loss: torch.Tensor) -> None: # pylint: disable=too-many-locals """Compute the gradients of the loss to the network parameters and update network parameters. Graph of the derivative will be constructed, allowing to compute higher order derivative @@ -84,16 +84,17 @@ def step(self, loss: torch.Tensor): # pylint: disable=too-many-locals ) self.state_groups[i] = new_state flat_new_params = apply_updates(flat_params, updates, inplace=False) - new_params = cast( - Tuple[Dict[str, Optional[torch.Tensor]], ...], - pytree.tree_unflatten(container_treespec, flat_new_params), + new_params: Tuple[ + Dict[str, Optional[torch.Tensor]], ... + ] = pytree.tree_unflatten( # type: ignore[assignment] + container_treespec, flat_new_params ) for container, new_param in zip(param_container, new_params): container.update(new_param) - def add_param_group(self, net: nn.Module) -> None: + def add_param_group(self, module: nn.Module) -> None: """Add a param group to the optimizer's :attr:`state_groups`.""" - params_container = extract_module_containers(net, with_buffers=False)[0] + params_container = extract_module_containers(module, with_buffers=False)[0] flat_params: TupleOfTensors = tuple(pytree.tree_leaves(params_container)) # type: ignore[arg-type] optimizer_state = self.impl.init(flat_params) self.param_containers_groups.append(params_container) diff --git a/torchopt/optim/meta/rmsprop.py b/torchopt/optim/meta/rmsprop.py index e7bc9b37..47c3e983 100644 --- a/torchopt/optim/meta/rmsprop.py +++ b/torchopt/optim/meta/rmsprop.py @@ -35,7 +35,7 @@ class MetaRMSProp(MetaOptimizer): # pylint: disable-next=too-many-arguments def __init__( self, - net: nn.Module, + module: nn.Module, lr: ScalarOrSchedule = 1e-2, alpha: float = 0.99, eps: float = 1e-8, @@ -50,7 +50,7 @@ def __init__( """The :meth:`init` function. Args: - net: (nn.Module) + module: (nn.Module) A network whose parameters should be optimized. lr: (default: :const:`1e-2`) This is a fixed global scaling factor. @@ -76,7 +76,7 @@ def __init__( Maximize the params based on the objective, instead of minimizing. """ super().__init__( - net, + module, alias.rmsprop( lr=lr, alpha=alpha, diff --git a/torchopt/optim/meta/sgd.py b/torchopt/optim/meta/sgd.py index 78b8e2fc..f46158a6 100644 --- a/torchopt/optim/meta/sgd.py +++ b/torchopt/optim/meta/sgd.py @@ -35,7 +35,7 @@ class MetaSGD(MetaOptimizer): # pylint: disable-next=too-many-arguments def __init__( self, - net: nn.Module, + module: nn.Module, lr: ScalarOrSchedule, momentum: float = 0.0, weight_decay: float = 0.0, @@ -47,7 +47,7 @@ def __init__( """The :meth:`init` function. Args: - net: (nn.Module) + module: (nn.Module) A network whose parameters should be optimized. lr: This is a fixed global scaling factor. momentum: (default: :const:`0.0`) @@ -66,7 +66,7 @@ def __init__( Maximize the params based on the objective, instead of minimizing. """ super().__init__( - net, + module, alias.sgd( lr=lr, momentum=momentum, From 283ead7451bfbdae5c876335b994510e485d6328 Mon Sep 17 00:00:00 2001 From: Xuehai Pan Date: Thu, 3 Nov 2022 15:58:11 +0800 Subject: [PATCH 4/8] fix(examples/implicit): fix iMAML example with functional APIs --- examples/iMAML/imaml_omniglot_functional.py | 23 ++++++++------------- 1 file changed, 9 insertions(+), 14 deletions(-) diff --git a/examples/iMAML/imaml_omniglot_functional.py b/examples/iMAML/imaml_omniglot_functional.py index a5def530..29810579 100644 --- a/examples/iMAML/imaml_omniglot_functional.py +++ b/examples/iMAML/imaml_omniglot_functional.py @@ -131,13 +131,10 @@ def train(db, model, meta_opt_and_state, epoch, log, args): n_inner_iter = args.inner_steps reg_param = args.reg_params + qry_losses = [] qry_accs = [] - meta_params_backup = pytree.tree_map( - lambda t: t.clone().detach_().requires_grad_(requires_grad=t.requires_grad), meta_params - ) - for i in range(task_num): # Optimize the likelihood of the support set by taking # gradient steps w.r.t. the model's parameters. @@ -145,11 +142,11 @@ def train(db, model, meta_opt_and_state, epoch, log, args): init_params = pytree.tree_map( lambda t: t.clone().detach_().requires_grad_(requires_grad=t.requires_grad), - meta_params_backup, + meta_params, ) optimal_params = train_imaml_inner_solver( init_params, - meta_params_backup, + meta_params, (x_spt[i], y_spt[i]), (fnet, n_inner_iter, reg_param), ) @@ -158,17 +155,15 @@ def train(db, model, meta_opt_and_state, epoch, log, args): # These will be used to update the model's meta-parameters. qry_logits = fnet(optimal_params, x_qry[i]) qry_loss = F.cross_entropy(qry_logits, y_qry[i]) - # Update the model's meta-parameters to optimize the query - # losses across all of the tasks sampled in this batch. - # qry_loss = qry_loss / task_num # scale gradients - meta_grads = torch.autograd.grad(qry_loss / task_num, meta_params) - meta_updates, meta_opt_state = meta_opt.update(meta_grads, meta_opt_state) - meta_params = torchopt.apply_updates(meta_params, meta_updates) qry_acc = (qry_logits.argmax(dim=1) == y_qry[i]).float().mean() - qry_losses.append(qry_loss.item()) + qry_losses.append(qry_loss) qry_accs.append(qry_acc.item()) - qry_losses = np.mean(qry_losses) + qry_losses = torch.mean(torch.stack(qry_losses)) + meta_grads = torch.autograd.grad(qry_losses, meta_params) + meta_updates, meta_opt_state = meta_opt.update(meta_grads, meta_opt_state) + meta_params = torchopt.apply_updates(meta_params, meta_updates) + qry_losses = qry_losses.item() qry_accs = 100.0 * np.mean(qry_accs) i = epoch + float(batch_idx) / n_train_iter iter_time = time.time() - start_time From 59ae34115b7d71a14033727a9efb9d5ac6b504d8 Mon Sep 17 00:00:00 2001 From: Xuehai Pan Date: Thu, 3 Nov 2022 16:44:10 +0800 Subject: [PATCH 5/8] chore: update results --- examples/iMAML/imaml-accs-functional.png | Bin 183882 -> 176305 bytes 1 file changed, 0 insertions(+), 0 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z@zB!Z#jl%%vmg*Ix|VtwDjG~tAESJrPtfc1vGPN*yqnnWOL((+i_y2l&G`@x(}6J4 zup%a*@4&x*nrKbhlfr#um{~O!62R9sLPt57~YK>7!CRvfHj-$oBTQ{iI{@1pmYE zKzq~CyoTV8%V;0&|CWxw-j0-Cj(h*Fx%$8H%ZT|n-)GJWY5x%A-@Fp&?mvD1Z@k<8 m{5t;sFWJ}rw-184?VSjVD$_%g=eNoHP+QwgOdJ2@H~#`JaG;d{ From 228782ab031cad5c463fb8db298f5aee665ef592 Mon Sep 17 00:00:00 2001 From: Xuehai Pan Date: Thu, 3 Nov 2022 17:30:47 +0800 Subject: [PATCH 6/8] fix: fix stop gradient --- torchopt/diff/implicit/nn/module.py | 69 ++++++++++++++++------------- torchopt/utils.py | 7 +-- 2 files changed, 43 insertions(+), 33 deletions(-) diff --git a/torchopt/diff/implicit/nn/module.py b/torchopt/diff/implicit/nn/module.py index 8a01dd13..47527b1a 100644 --- a/torchopt/diff/implicit/nn/module.py +++ b/torchopt/diff/implicit/nn/module.py @@ -16,9 +16,10 @@ # pylint: disable=redefined-builtin +import contextlib import functools import itertools -from typing import Any, Callable, Dict, Optional, Tuple, Type, Union +from typing import Any, Callable, Dict, Generator, Iterable, Optional, Tuple, Type, Union import functorch import torch @@ -33,6 +34,32 @@ __all__ = ['ImplicitMetaGradientModule'] +def update_containers( + dst_containers: Iterable[Dict[str, Optional[torch.Tensor]]], + src_containers: Iterable[Dict[str, Optional[torch.Tensor]]], +) -> None: + """Update the tensor containers in ``dst_containers`` with the ones in ``src_containers``.""" + for src_container, dst_container in zip(src_containers, dst_containers): + dst_container.update(src_container) + + +@contextlib.contextmanager +def container_context( + orig_containers: Iterable[Dict[str, Optional[torch.Tensor]]], + args_containers: Iterable[Dict[str, Optional[torch.Tensor]]], +) -> Generator[None, None, None]: + # pylint: disable-next=line-too-long + """A context manager that temporarily updates the containers in ``orig_containers`` with the ones in ``args_containers``.""" + if not isinstance(orig_containers, (list, tuple)): + orig_containers = list(orig_containers) + orig_containers_backups = [container.copy() for container in orig_containers] + try: + update_containers(orig_containers, args_containers) + yield + finally: + update_containers(orig_containers, orig_containers_backups) + + def make_optimality_from_objective( objective: Callable[..., torch.Tensor] ) -> Callable[..., TupleOfTensors]: @@ -40,7 +67,6 @@ def make_optimality_from_objective( def optimality(self: 'ImplicitMetaGradientModule', *input, **kwargs) -> TupleOfTensors: params_containers = extract_module_containers(self, with_buffers=False)[0] - params_containers_backups = [container.copy() for container in params_containers] flat_params: TupleOfTensors # pylint: disable-next=line-too-long flat_params, params_containers_treespec = pytree.tree_flatten_as_tuple(params_containers) # type: ignore[arg-type] @@ -53,18 +79,8 @@ def objective_fn(flat_params: TupleOfTensors, *input, **kwargs) -> torch.Tensor: params_containers_treespec, flat_grad_tracking_params ) - try: - for container, grad_tracking_container in zip( - params_containers, grad_tracking_params_containers - ): - container.update(grad_tracking_container) - + with container_context(params_containers, grad_tracking_params_containers): return objective(self, *input, **kwargs) - finally: - for container, container_backup in zip( - params_containers, params_containers_backups - ): - container.update(container_backup) objective_grad_fn = functorch.grad(objective_fn, argnums=0) flat_grads = objective_grad_fn(flat_params, *input, **kwargs) @@ -98,10 +114,6 @@ def wrapped( # pylint: disable=too-many-locals extract_module_containers(meta_module, with_buffers=False)[0] ) meta_params_containers = tuple(meta_params_containers) - params_containers_backups = tuple(container.copy() for container in params_containers) - meta_params_containers_backups = tuple( - container.copy() for container in meta_params_containers - ) flat_params: TupleOfTensors flat_meta_params: TupleOfTensors @@ -131,20 +143,17 @@ def optimality_fn( meta_params_containers_treespec, flat_grad_tracking_meta_params ) - try: - for container, grad_tracking_container in itertools.chain( - zip(params_containers, grad_tracking_params_containers), - zip(meta_params_containers, grad_tracking_meta_params_containers), - ): - container.update(grad_tracking_container) - + with container_context( + itertools.chain( + params_containers, + meta_params_containers, + ), + itertools.chain( + grad_tracking_params_containers, + grad_tracking_meta_params_containers, + ), + ): return self.optimality(*input, **kwargs) - finally: - for container, container_backup in itertools.chain( - zip(params_containers, params_containers_backups), - zip(meta_params_containers, meta_params_containers_backups), - ): - container.update(container_backup) @custom_root(optimality_fn, argnums=1, **custom_root_kwargs) # type: ignore[arg-type] def solver_fn( diff --git a/torchopt/utils.py b/torchopt/utils.py index cfe25e32..404dfee1 100644 --- a/torchopt/utils.py +++ b/torchopt/utils.py @@ -85,9 +85,10 @@ def stop_gradient(target: Union[TensorTree, ModuleState, nn.Module, 'MetaOptimiz # pylint: disable-next=import-outside-toplevel from torchopt.optim.meta.base import MetaOptimizer - def f(obj): + def fn_(obj): if isinstance(obj, torch.Tensor): - obj.detach_().requires_grad_(obj.requires_grad) + requires_grad = obj.requires_grad + obj.detach_().requires_grad_(requires_grad) if isinstance(target, ModuleState): true_target = cast(TensorTree, (target.params, target.buffers)) @@ -98,7 +99,7 @@ def f(obj): else: true_target = cast(TensorTree, target) # tree of tensors - pytree.tree_map(f, true_target) + pytree.tree_map(fn_, true_target) @overload From d7bf5b786106cb19d32791d2cd05f8fe2e1ade87 Mon Sep 17 00:00:00 2001 From: Xuehai Pan Date: Thu, 3 Nov 2022 17:44:25 +0800 Subject: [PATCH 7/8] chore: touch notebooks --- tutorials/5_Implicit_Differentiation.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tutorials/5_Implicit_Differentiation.ipynb b/tutorials/5_Implicit_Differentiation.ipynb index 7c484120..c83e69b8 100644 --- a/tutorials/5_Implicit_Differentiation.ipynb +++ b/tutorials/5_Implicit_Differentiation.ipynb @@ -252,7 +252,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.8.13" }, "vscode": { "interpreter": { From 31da6f12fd0963b9e67474c07d6c3cd8e12c2276 Mon Sep 17 00:00:00 2001 From: Xuehai Pan Date: Thu, 3 Nov 2022 20:52:30 +0800 Subject: [PATCH 8/8] chore: update results --- examples/iMAML/imaml-accs.png | Bin 169952 -> 168922 bytes examples/iMAML/imaml_omniglot_functional.py | 8 ++------ 2 files changed, 2 insertions(+), 6 deletions(-) diff --git a/examples/iMAML/imaml-accs.png b/examples/iMAML/imaml-accs.png index c0296be8c7c7b33c2b74121392fbe96dc4c56833..1a6a56365391eb29a7bd2a9e27a8dccd5f39180a 100644 GIT binary patch literal 168922 zcmeFZgAS4Fl2) z!+d*C&-0w`dEdX_`}m!Mo?*CW-)pb6u4`S_zE9LcH6;JIq! 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