From bc8e5f2817dcdb97eb8f95268a98874a7b682c54 Mon Sep 17 00:00:00 2001 From: "Harle, Antoine (Contracteur)" Date: Wed, 13 Nov 2019 11:45:05 -0500 Subject: [PATCH] Rangement dans le code 2 --- higher/datasets.py | 47 + ...-100 epochs (dataug:0)- 0 in_it (SOFT).png | Bin 0 -> 57710 bytes ...2)-LeNet)-3 epochs (dataug:0)- 0 in_it.png | Bin 0 -> 46084 bytes higher/res/LeNet-3 epochs.png | Bin 0 -> 36705 bytes ...LeNet)-100 epochs (dataug:0)- 10 in_it.png | Bin 0 -> 141325 bytes ...-LeNet)-200 epochs (dataug:0)- 0 in_it.png | Bin 0 -> 53351 bytes ...LeNet)-200 epochs (dataug:0)- 10 in_it.png | Bin 0 -> 125078 bytes ...LeNet)-100 epochs (dataug:0)- 10 in_it.png | Bin 0 -> 144049 bytes ...-LeNet)-200 epochs (dataug:0)- 0 in_it.png | Bin 0 -> 58388 bytes ...LeNet)-200 epochs (dataug:0)- 10 in_it.png | Bin 0 -> 109105 bytes ...LeNet)-100 epochs (dataug:0)- 10 in_it.png | Bin 0 -> 129384 bytes ...-LeNet)-200 epochs (dataug:0)- 0 in_it.png | Bin 0 -> 53155 bytes ...LeNet)-200 epochs (dataug:0)- 10 in_it.png | Bin 0 -> 107671 bytes ...LeNet)-100 epochs (dataug:0)- 10 in_it.png | Bin 0 -> 111261 bytes ...-LeNet)-200 epochs (dataug:0)- 0 in_it.png | Bin 0 -> 58681 bytes ...LeNet)-200 epochs (dataug:0)- 10 in_it.png | Bin 0 -> 113607 bytes ...-LeNet)-200 epochs (dataug:0)- 0 in_it.png | Bin 0 -> 58335 bytes ...LeNet)-200 epochs (dataug:0)- 10 in_it.png | Bin 0 -> 91673 bytes ...eNet)-100 epochs (dataug:0)- 10 in_it.json | 2326 +++++++++++++++++ ...LeNet)-200 epochs (dataug:0)- 0 in_it.json | 1038 ++++++++ ...eNet)-200 epochs (dataug:0)- 10 in_it.json | 1705 ++++++++++++ ...eNet)-100 epochs (dataug:0)- 10 in_it.json | 2326 +++++++++++++++++ ...LeNet)-200 epochs (dataug:0)- 0 in_it.json | 1843 +++++++++++++ ...eNet)-200 epochs (dataug:0)- 10 in_it.json | 1268 +++++++++ ...eNet)-100 epochs (dataug:0)- 10 in_it.json | 2326 +++++++++++++++++ ...LeNet)-200 epochs (dataug:0)- 0 in_it.json | 1061 ++++++++ ...eNet)-200 epochs (dataug:0)- 10 in_it.json | 2119 +++++++++++++++ ...eNet)-100 epochs (dataug:0)- 10 in_it.json | 2326 +++++++++++++++++ ...LeNet)-200 epochs (dataug:0)- 0 in_it.json | 1797 +++++++++++++ ...eNet)-200 epochs (dataug:0)- 10 in_it.json | 1337 ++++++++++ ...LeNet)-200 epochs (dataug:0)- 0 in_it.json | 1521 +++++++++++ ...eNet)-200 epochs (dataug:0)- 10 in_it.json | 1337 ++++++++++ higher/res/TF_seq_tests_compare.png | Bin 0 -> 65642 bytes ...LeNet)-100 epochs (dataug:0)- 0 in_it.json | 1452 ++++++++++ ...)-LeNet)-3 epochs (dataug:0)- 0 in_it.json | 95 + higher/res/log/LeNet-3 epochs.json | 34 + higher/train_utils.py | 666 +++++ 37 files changed, 26624 insertions(+) create mode 100644 higher/datasets.py create mode 100644 higher/res/Aug_mod(Data_augV4(Uniform-14 TF x 2)-LeNet)-100 epochs (dataug:0)- 0 in_it (SOFT).png create mode 100644 higher/res/Aug_mod(Data_augV4(Uniform-14 TF x 2)-LeNet)-3 epochs (dataug:0)- 0 in_it.png create mode 100644 higher/res/LeNet-3 epochs.png create mode 100644 higher/res/TF_nb_tests/Aug_mod(Data_augV4(Uniform-14 TF x 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b/higher/datasets.py @@ -0,0 +1,47 @@ +import torch +from torch.utils.data import SubsetRandomSampler +import torchvision + +BATCH_SIZE = 300 +#TEST_SIZE = 300 +TEST_SIZE = 10000 + +#ATTENTION : Dataug (Kornia) Expect image in the range of [0, 1] +#transform_train = torchvision.transforms.Compose([ +# torchvision.transforms.RandomHorizontalFlip(), +# torchvision.transforms.ToTensor(), + #torchvision.transforms.Normalize((0.4914, 0.4822, 0.4465), (0.2023, 0.1994, 0.2010)), #CIFAR10 +#]) +transform = torchvision.transforms.Compose([ + torchvision.transforms.ToTensor(), + #torchvision.transforms.Normalize((0.4914, 0.4822, 0.4465), (0.2023, 0.1994, 0.2010)), #CIFAR10 +]) +''' +data_train = torchvision.datasets.MNIST( + "./data", train=True, download=True, + transform=torchvision.transforms.Compose([ + #torchvision.transforms.RandomAffine(degrees=180, translate=None, scale=None, shear=None, resample=False, fillcolor=0), + torchvision.transforms.ToTensor() + ]) +) +data_test = torchvision.datasets.MNIST( + "./data", train=False, download=True, transform=torchvision.transforms.ToTensor() +) +''' +data_train = torchvision.datasets.CIFAR10( + "./data", train=True, download=True, transform=transform +) +#data_val = torchvision.datasets.CIFAR10( +# "./data", train=True, download=True, transform=transform +#) +data_test = torchvision.datasets.CIFAR10( + "./data", train=False, download=True, transform=transform +) +#''' +train_subset_indices=range(int(len(data_train)/2)) +#train_subset_indices=range(BATCH_SIZE*10) +val_subset_indices=range(int(len(data_train)/2),len(data_train)) + +dl_train = torch.utils.data.DataLoader(data_train, batch_size=BATCH_SIZE, shuffle=False, sampler=SubsetRandomSampler(train_subset_indices)) +dl_val = torch.utils.data.DataLoader(data_train, batch_size=BATCH_SIZE, shuffle=False, sampler=SubsetRandomSampler(val_subset_indices)) +dl_test = torch.utils.data.DataLoader(data_test, batch_size=TEST_SIZE, shuffle=False) \ No newline at end of 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+ 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774 + ] + }, + { + "epoch": 60, + "train_loss": 1.0311279296875, + "val_loss": 0.8523227572441101, + "acc": 69.84, + "time": 41.05310432499982, + "param": [ + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774 + ] + }, + { + "epoch": 61, + "train_loss": 0.9474169611930847, + "val_loss": 0.8507015705108643, + "acc": 69.24, + "time": 42.71511146700004, + "param": [ + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774 + ] + }, + { + "epoch": 62, + "train_loss": 0.8786706924438477, + "val_loss": 0.8434257507324219, + "acc": 69.78999999999999, + "time": 43.89594824200003, + "param": [ + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774 + ] + } + ] +} \ No newline at end of file diff --git a/higher/res/log/Aug_mod(Data_augV4(Uniform-14 TF x 2)-LeNet)-3 epochs (dataug:0)- 0 in_it.json b/higher/res/log/Aug_mod(Data_augV4(Uniform-14 TF x 2)-LeNet)-3 epochs (dataug:0)- 0 in_it.json new file mode 100644 index 0000000..17859fd --- /dev/null +++ b/higher/res/log/Aug_mod(Data_augV4(Uniform-14 TF x 2)-LeNet)-3 epochs (dataug:0)- 0 in_it.json @@ -0,0 +1,95 @@ +{ + "Accuracy": 31.369999999999997, + "Time": [ + 38.67262149066667, + 0.4140408795968137 + ], + "Device": "TITAN RTX", + "Param_names": [ + "Identity", + "FlipUD", + "FlipLR", + "Rotate", + "TranslateX", + "TranslateY", + "ShearX", + "ShearY", + "Contrast", + "Color", + "Brightness", + "Sharpness", + "Posterize", + "Solarize" + ], + "Log": [ + { + "epoch": 1, + "train_loss": 2.2571041584014893, + "val_loss": 2.212921142578125, + "acc": 20.169999999999998, + "time": 38.788926192000005, + "param": [ + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774 + ] + }, + { + "epoch": 2, + "train_loss": 2.212834358215332, + "val_loss": 2.043567180633545, + "acc": 25.009999999999998, + "time": 38.117478509, + "param": [ + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774 + ] + }, + { + "epoch": 3, + "train_loss": 2.091825008392334, + "val_loss": 1.9359350204467773, + "acc": 31.369999999999997, + "time": 39.111459771, + "param": [ + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774, + 0.0714285746216774 + ] + } + ] +} \ No newline at end of file diff --git a/higher/res/log/LeNet-3 epochs.json b/higher/res/log/LeNet-3 epochs.json new file mode 100644 index 0000000..c5addf9 --- /dev/null +++ b/higher/res/log/LeNet-3 epochs.json @@ -0,0 +1,34 @@ +{ + "Accuracy": 39.2, + "Time": [ + 3.9452463850000012, + 0.2891758564900622 + ], + "Device": "TITAN RTX", + "Log": [ + { + "epoch": 0, + "train_loss": 2.109266757965088, + "val_loss": 2.1106348037719727, + "acc": 22.3, + "time": 4.312489993, + "param": null + }, + { + "epoch": 1, + "train_loss": 1.7782783508300781, + "val_loss": 1.8776130676269531, + "acc": 33.76, + "time": 3.605794182000002, + "param": null + }, + { + "epoch": 2, + "train_loss": 1.8152618408203125, + "val_loss": 1.6963396072387695, + "acc": 39.2, + "time": 3.9174549800000023, + "param": null + } + ] +} \ No newline at end of file diff --git a/higher/train_utils.py b/higher/train_utils.py new file mode 100644 index 0000000..d3bfa3d --- /dev/null +++ b/higher/train_utils.py @@ -0,0 +1,666 @@ +import torch +#import torch.optim +import torchvision +import higher + +from datasets import * +from utils import * + +#Variables a definir +#dl_train = None +#dl_val = None +#dl_test = None +#device = torch.device('cuda') + +def test(model): + device = next(model.parameters()).device + model.eval() + for i, (features, labels) in enumerate(dl_test): + features,labels = features.to(device), labels.to(device) + + pred = model.forward(features) + return pred.argmax(dim=1).eq(labels).sum().item() / dl_test.batch_size * 100 + +def compute_vaLoss(model, dl_val_it): + device = next(model.parameters()).device + try: + xs_val, ys_val = next(dl_val_it) + except StopIteration: #Fin epoch val + dl_val_it = iter(dl_val) + xs_val, ys_val = next(dl_val_it) + xs_val, ys_val = xs_val.to(device), ys_val.to(device) + + try: + model.augment(mode=False) #Validation sans transfornations ! + except: + pass + return F.cross_entropy(model(xs_val), ys_val) + +def train_classic(model, epochs=1): + device = next(model.parameters()).device + #opt = torch.optim.Adam(model.parameters(), lr=1e-3) + optim = torch.optim.SGD(model.parameters(), lr=1e-2, momentum=0.9) + + model.train() + dl_val_it = iter(dl_val) + log = [] + for epoch in range(epochs): + #print_torch_mem("Start epoch") + t0 = time.process_time() + for i, (features, labels) in enumerate(dl_train): + #print_torch_mem("Start iter") + features,labels = features.to(device), labels.to(device) + + optim.zero_grad() + pred = model.forward(features) + loss = F.cross_entropy(pred,labels) + loss.backward() + optim.step() + + #### Tests #### + tf = time.process_time() + try: + xs_val, ys_val = next(dl_val_it) + except StopIteration: #Fin epoch val + dl_val_it = iter(dl_val) + xs_val, ys_val = next(dl_val_it) + xs_val, ys_val = xs_val.to(device), ys_val.to(device) + + val_loss = F.cross_entropy(model(xs_val), ys_val) + accuracy=test(model) + model.train() + #### Log #### + data={ + "epoch": epoch, + "train_loss": loss.item(), + "val_loss": val_loss.item(), + "acc": accuracy, + "time": tf - t0, + + "param": None, + } + log.append(data) + + return log + +def train_classic_higher(model, epochs=1): + device = next(model.parameters()).device + #opt = torch.optim.Adam(model.parameters(), lr=1e-3) + optim = torch.optim.SGD(model.parameters(), lr=1e-2, momentum=0.9) + + model.train() + dl_val_it = iter(dl_val) + log = [] + + fmodel = higher.patch.monkeypatch(model, device=None, copy_initial_weights=True) + diffopt = higher.optim.get_diff_optim(optim, model.parameters(),fmodel=fmodel,track_higher_grads=False) + #with higher.innerloop_ctx(model, optim, copy_initial_weights=True, track_higher_grads=False) as (fmodel, diffopt): + + for epoch in range(epochs): + #print_torch_mem("Start epoch "+str(epoch)) + #print("Fast param ",len(fmodel._fast_params)) + t0 = time.process_time() + for i, (features, labels) in enumerate(dl_train): + #print_torch_mem("Start iter") + features,labels = features.to(device), labels.to(device) + + #optim.zero_grad() + pred = fmodel.forward(features) + loss = F.cross_entropy(pred,labels) + #.backward() + #optim.step() + diffopt.step(loss) #(opt.zero_grad, loss.backward, opt.step) + + model_copy(src=fmodel, dst=model, patch_copy=False) + optim_copy(dopt=diffopt, opt=optim) + fmodel = higher.patch.monkeypatch(model, device=None, copy_initial_weights=True) + diffopt = higher.optim.get_diff_optim(optim, model.parameters(),fmodel=fmodel,track_higher_grads=False) + + #### Tests #### + tf = time.process_time() + try: + xs_val, ys_val = next(dl_val_it) + except StopIteration: #Fin epoch val + dl_val_it = iter(dl_val) + xs_val, ys_val = next(dl_val_it) + xs_val, ys_val = xs_val.to(device), ys_val.to(device) + + val_loss = F.cross_entropy(model(xs_val), ys_val) + accuracy=test(model) + model.train() + #### Log #### + data={ + "epoch": epoch, + "train_loss": loss.item(), + "val_loss": val_loss.item(), + "acc": accuracy, + "time": tf - t0, + + "param": None, + } + log.append(data) + + return log + +def train_classic_tests(model, epochs=1): + device = next(model.parameters()).device + #opt = torch.optim.Adam(model.parameters(), lr=1e-3) + optim = torch.optim.SGD(model.parameters(), lr=1e-2, momentum=0.9) + + countcopy=0 + model.train() + dl_val_it = iter(dl_val) + log = [] + + fmodel = higher.patch.monkeypatch(model, device=None, copy_initial_weights=True) + doptim = higher.optim.get_diff_optim(optim, model.parameters(), fmodel=fmodel, track_higher_grads=False) + for epoch in range(epochs): + print_torch_mem("Start epoch") + print(len(fmodel._fast_params)) + t0 = time.process_time() + #with higher.innerloop_ctx(model, optim, copy_initial_weights=True, track_higher_grads=True) as (fmodel, doptim): + + #fmodel = higher.patch.monkeypatch(model, device=None, copy_initial_weights=True) + #doptim = higher.optim.get_diff_optim(optim, model.parameters(), track_higher_grads=True) + + for i, (features, labels) in enumerate(dl_train): + features,labels = features.to(device), labels.to(device) + + #with higher.innerloop_ctx(model, optim, copy_initial_weights=True, track_higher_grads=False) as (fmodel, doptim): + + + #optim.zero_grad() + pred = fmodel.forward(features) + loss = F.cross_entropy(pred,labels) + doptim.step(loss) #(opt.zero_grad, loss.backward, opt.step) + #loss.backward() + #new_params = doptim.step(loss, params=fmodel.parameters()) + #fmodel.update_params(new_params) + + + #print('Fast param',len(fmodel._fast_params)) + #print('opt state', type(doptim.state[0][0]['momentum_buffer']), doptim.state[0][2]['momentum_buffer'].shape) + + if False or (len(fmodel._fast_params)>1): + print("fmodel fast param",len(fmodel._fast_params)) + ''' + #val_loss = F.cross_entropy(fmodel(features), labels) + + #print_graph(val_loss) + + #val_loss.backward() + #print('bip') + + tmp = fmodel.parameters() + + #print(list(tmp)[1]) + tmp = [higher.utils._copy_tensor(t,safe_copy=True) if isinstance(t, torch.Tensor) else t for t in tmp] + #print(len(tmp)) + + #fmodel._fast_params.clear() + del fmodel._fast_params + fmodel._fast_params=None + + fmodel.fast_params=tmp # Surcharge la memoire + #fmodel.update_params(tmp) #Meilleur perf / Surcharge la memoire avec trach higher grad + + #optim._fmodel=fmodel + ''' + + + countcopy+=1 + model_copy(src=fmodel, dst=model, patch_copy=False) + fmodel = higher.patch.monkeypatch(model, device=None, copy_initial_weights=True) + #doptim.detach_dyn() + #tmp = doptim.state + #tmp = doptim.state_dict() + #for k, v in tmp['state'].items(): + # print('dict',k, type(v)) + + a = optim.param_groups[0]['params'][0] + state = optim.state[a] + #state['momentum_buffer'] = None + #print('opt state', type(optim.state[a]), len(optim.state[a])) + #optim.load_state_dict(tmp) + + + for group_idx, group in enumerate(optim.param_groups): + # print('gp idx',group_idx) + for p_idx, p in enumerate(group['params']): + optim.state[p]=doptim.state[group_idx][p_idx] + + #print('opt state', type(optim.state[a]['momentum_buffer']), optim.state[a]['momentum_buffer'][0:10]) + #print('dopt state', type(doptim.state[0][0]['momentum_buffer']), doptim.state[0][0]['momentum_buffer'][0:10]) + ''' + for a in tmp: + #print(type(a), len(a)) + for nb, b in a.items(): + #print(nb, type(b), len(b)) + for n, state in b.items(): + #print(n, type(states)) + #print(state.grad_fn) + state = torch.tensor(state.data).requires_grad_() + #print(state.grad_fn) + ''' + + + doptim = higher.optim.get_diff_optim(optim, model.parameters(), track_higher_grads=True) + #doptim.state = tmp + + + countcopy+=1 + model_copy(src=fmodel, dst=model) + optim_copy(dopt=diffopt, opt=inner_opt) + + #### Tests #### + tf = time.process_time() + try: + xs_val, ys_val = next(dl_val_it) + except StopIteration: #Fin epoch val + dl_val_it = iter(dl_val) + xs_val, ys_val = next(dl_val_it) + xs_val, ys_val = xs_val.to(device), ys_val.to(device) + + val_loss = F.cross_entropy(model(xs_val), ys_val) + accuracy=test(model) + model.train() + #### Log #### + data={ + "epoch": epoch, + "train_loss": loss.item(), + "val_loss": val_loss.item(), + "acc": accuracy, + "time": tf - t0, + + "param": None, + } + log.append(data) + + #countcopy+=1 + #model_copy(src=fmodel, dst=model, patch_copy=False) + #optim.load_state_dict(doptim.state_dict()) #Besoin sauver etat otpim ? + + print("Copy ", countcopy) + return log + +def run_simple_dataug(inner_it, epochs=1): + device = next(model.parameters()).device + dl_train_it = iter(dl_train) + dl_val_it = iter(dl_val) + + #aug_model = nn.Sequential( + # Data_aug(), + # LeNet(1,10), + # ) + aug_model = Augmented_model(Data_aug(), LeNet(1,10)).to(device) + print(str(aug_model)) + meta_opt = torch.optim.Adam(aug_model['data_aug'].parameters(), lr=1e-2) + inner_opt = torch.optim.SGD(aug_model['model'].parameters(), lr=1e-2, momentum=0.9) + + log = [] + t0 = time.process_time() + + epoch = 0 + while epoch < epochs: + meta_opt.zero_grad() + aug_model.train() + with higher.innerloop_ctx(aug_model, inner_opt, copy_initial_weights=True, track_higher_grads=True) as (fmodel, diffopt): #effet copy_initial_weight pas clair... + + for i in range(n_inner_iter): + try: + xs, ys = next(dl_train_it) + except StopIteration: #Fin epoch train + tf = time.process_time() + epoch +=1 + dl_train_it = iter(dl_train) + xs, ys = next(dl_train_it) + + accuracy=test(aug_model) + aug_model.train() + + #### Print #### + print('-'*9) + print('Epoch %d/%d'%(epoch,epochs)) + print('train loss',loss.item(), '/ val loss', val_loss.item()) + print('acc', accuracy) + print('mag', aug_model['data_aug']['mag'].item()) + + #### Log #### + data={ + "epoch": epoch, + "train_loss": loss.item(), + "val_loss": val_loss.item(), + "acc": accuracy, + "time": tf - t0, + + "param": aug_model['data_aug']['mag'].item(), + } + log.append(data) + t0 = time.process_time() + + xs, ys = xs.to(device), ys.to(device) + + logits = fmodel(xs) # modified `params` can also be passed as a kwarg + + loss = F.cross_entropy(logits, ys) # no need to call loss.backwards() + #loss.backward(retain_graph=True) + #print(fmodel['model']._params['b4'].grad) + #print('mag', fmodel['data_aug']['mag'].grad) + + diffopt.step(loss) # note that `step` must take `loss` as an argument! + # The line above gets P[t+1] from P[t] and loss[t]. `step` also returns + # these new parameters, as an alternative to getting them from + # `fmodel.fast_params` or `fmodel.parameters()` after calling + # `diffopt.step`. + + # At this point, or at any point in the iteration, you can take the + # gradient of `fmodel.parameters()` (or equivalently + # `fmodel.fast_params`) w.r.t. `fmodel.parameters(time=0)` (equivalently + # `fmodel.init_fast_params`). i.e. `fast_params` will always have + # `grad_fn` as an attribute, and be part of the gradient tape. + + # At the end of your inner loop you can obtain these e.g. ... + #grad_of_grads = torch.autograd.grad( + # meta_loss_fn(fmodel.parameters()), fmodel.parameters(time=0)) + try: + xs_val, ys_val = next(dl_val_it) + except StopIteration: #Fin epoch val + dl_val_it = iter(dl_val) + xs_val, ys_val = next(dl_val_it) + xs_val, ys_val = xs_val.to(device), ys_val.to(device) + + fmodel.augment(mode=False) + val_logits = fmodel(xs_val) #Validation sans transfornations ! + val_loss = F.cross_entropy(val_logits, ys_val) + #print('val_loss',val_loss.item()) + val_loss.backward() + + #print('mag', fmodel['data_aug']['mag'], '/', fmodel['data_aug']['mag'].grad) + + #model=copy.deepcopy(fmodel) + aug_model.load_state_dict(fmodel.state_dict()) #Do not copy gradient ! + #Copie des gradients + for paramName, paramValue, in fmodel.named_parameters(): + for netCopyName, netCopyValue, in aug_model.named_parameters(): + if paramName == netCopyName: + netCopyValue.grad = paramValue.grad + + #print('mag', aug_model['data_aug']['mag'], '/', aug_model['data_aug']['mag'].grad) + meta_opt.step() + + plot_res(log, fig_name="res/{}-{} epochs- {} in_it".format(str(aug_model),epochs,inner_it)) + print('-'*9) + times = [x["time"] for x in log] + print(str(aug_model),": acc", max([x["acc"] for x in log]), "in (ms):", np.mean(times), "+/-", np.std(times)) + +def run_dist_dataug(model, epochs=1, inner_it=1, dataug_epoch_start=0): + device = next(model.parameters()).device + dl_train_it = iter(dl_train) + dl_val_it = iter(dl_val) + + meta_opt = torch.optim.Adam(model['data_aug'].parameters(), lr=1e-3) + inner_opt = torch.optim.SGD(model['model'].parameters(), lr=1e-2, momentum=0.9) + + high_grad_track = True + if dataug_epoch_start>0: + model.augment(mode=False) + high_grad_track = False + + model.train() + + log = [] + t0 = time.process_time() + + countcopy=0 + val_loss=torch.tensor(0) + opt_param=None + + epoch = 0 + while epoch < epochs: + meta_opt.zero_grad() + with higher.innerloop_ctx(model, inner_opt, copy_initial_weights=True, override=opt_param, track_higher_grads=high_grad_track) as (fmodel, diffopt): #effet copy_initial_weight pas clair... + + for i in range(n_inner_iter): + try: + xs, ys = next(dl_train_it) + except StopIteration: #Fin epoch train + tf = time.process_time() + epoch +=1 + dl_train_it = iter(dl_train) + xs, ys = next(dl_train_it) + + #viz_sample_data(imgs=xs, labels=ys, fig_name='samples/data_sample_epoch{}_noTF'.format(epoch)) + #viz_sample_data(imgs=aug_model['data_aug'](xs), labels=ys, fig_name='samples/data_sample_epoch{}'.format(epoch)) + + accuracy=test(model) + model.train() + + #### Print #### + print('-'*9) + print('Epoch : %d/%d'%(epoch,epochs)) + print('Train loss :',loss.item(), '/ val loss', val_loss.item()) + print('Accuracy :', accuracy) + print('Data Augmention : {} (Epoch {})'.format(model._data_augmentation, dataug_epoch_start)) + print('TF Proba :', model['data_aug']['prob'].data) + #print('proba grad',aug_model['data_aug']['prob'].grad) + ############# + #### Log #### + data={ + "epoch": epoch, + "train_loss": loss.item(), + "val_loss": val_loss.item(), + "acc": accuracy, + "time": tf - t0, + + "param": [p for p in model['data_aug']['prob']], + } + log.append(data) + ############# + + if epoch == dataug_epoch_start: + print('Starting Data Augmention...') + model.augment(mode=True) + high_grad_track = True + + t0 = time.process_time() + + xs, ys = xs.to(device), ys.to(device) + + ''' + #Methode exacte + final_loss = 0 + for tf_idx in range(fmodel['data_aug']._nb_tf): + fmodel['data_aug'].transf_idx=tf_idx + logits = fmodel(xs) + loss = F.cross_entropy(logits, ys) + #loss.backward(retain_graph=True) + #print('idx', tf_idx) + #print(fmodel['data_aug']['prob'][tf_idx], fmodel['data_aug']['prob'][tf_idx].grad) + final_loss += loss*fmodel['data_aug']['prob'][tf_idx] #Take it in the forward function ? + + loss = final_loss + ''' + #Methode uniforme + logits = fmodel(xs) # modified `params` can also be passed as a kwarg + loss = F.cross_entropy(logits, ys, reduction='none') # no need to call loss.backwards() + if fmodel._data_augmentation: #Weight loss + w_loss = fmodel['data_aug'].loss_weight().to(device) + loss = loss * w_loss + loss = loss.mean() + #''' + + #to visualize computational graph + #print_graph(loss) + + #loss.backward(retain_graph=True) + #print(fmodel['model']._params['b4'].grad) + #print('prob grad', fmodel['data_aug']['prob'].grad) + + diffopt.step(loss) #(opt.zero_grad, loss.backward, opt.step) + + try: + xs_val, ys_val = next(dl_val_it) + except StopIteration: #Fin epoch val + dl_val_it = iter(dl_val) + xs_val, ys_val = next(dl_val_it) + xs_val, ys_val = xs_val.to(device), ys_val.to(device) + + fmodel.augment(mode=False) #Validation sans transfornations ! + val_loss = F.cross_entropy(fmodel(xs_val), ys_val) + + #print_graph(val_loss) + + val_loss.backward() + + countcopy+=1 + model_copy(src=fmodel, dst=model) + optim_copy(dopt=diffopt, opt=inner_opt) + + meta_opt.step() + model['data_aug'].adjust_prob() #Contrainte sum(proba)=1 + + print("Copy ", countcopy) + return log + +def run_dist_dataugV2(model, epochs=1, inner_it=0, dataug_epoch_start=0, print_freq=1, loss_patience=None): + device = next(model.parameters()).device + log = [] + countcopy=0 + val_loss=torch.tensor(0) #Necessaire si pas de metastep sur une epoch + dl_val_it = iter(dl_val) + + meta_opt = torch.optim.Adam(model['data_aug'].parameters(), lr=1e-2) + inner_opt = torch.optim.SGD(model['model'].parameters(), lr=1e-2, momentum=0.9) + + high_grad_track = True + if inner_it == 0: + high_grad_track=False + if dataug_epoch_start!=0: + model.augment(mode=False) + high_grad_track = False + + val_loss_monitor= None + if loss_patience != None : + if dataug_epoch_start==-1: val_loss_monitor = loss_monitor(patience=loss_patience, end_train=2) #1st limit = dataug start + else: val_loss_monitor = loss_monitor(patience=loss_patience) #Val loss monitor + + model.train() + + fmodel = higher.patch.monkeypatch(model, device=None, copy_initial_weights=True) + diffopt = higher.optim.get_diff_optim(inner_opt, model.parameters(),fmodel=fmodel,track_higher_grads=high_grad_track) + + for epoch in range(1, epochs+1): + #print_torch_mem("Start epoch "+str(epoch)) + #print(high_grad_track, fmodel._data_augmentation, len(fmodel._fast_params)) + t0 = time.process_time() + #with higher.innerloop_ctx(model, inner_opt, copy_initial_weights=True, override=opt_param, track_higher_grads=high_grad_track) as (fmodel, diffopt): + + for i, (xs, ys) in enumerate(dl_train): + xs, ys = xs.to(device), ys.to(device) + ''' + #Methode exacte + final_loss = 0 + for tf_idx in range(fmodel['data_aug']._nb_tf): + fmodel['data_aug'].transf_idx=tf_idx + logits = fmodel(xs) + loss = F.cross_entropy(logits, ys) + #loss.backward(retain_graph=True) + #print('idx', tf_idx) + #print(fmodel['data_aug']['prob'][tf_idx], fmodel['data_aug']['prob'][tf_idx].grad) + final_loss += loss*fmodel['data_aug']['prob'][tf_idx] #Take it in the forward function ? + + loss = final_loss + ''' + #Methode uniforme + + logits = fmodel(xs) # modified `params` can also be passed as a kwarg + loss = F.cross_entropy(logits, ys, reduction='none') # no need to call loss.backwards() + #PAS PONDERE LOSS POUR DIST MIX + if fmodel._data_augmentation: # and not fmodel['data_aug']._mix_dist: #Weight loss + w_loss = fmodel['data_aug'].loss_weight().to(device) + loss = loss * w_loss + loss = loss.mean() + #''' + + #to visualize computational graph + #print_graph(loss) + + #loss.backward(retain_graph=True) + #print(fmodel['model']._params['b4'].grad) + #print('prob grad', fmodel['data_aug']['prob'].grad) + + diffopt.step(loss) #(opt.zero_grad, loss.backward, opt.step) + + if(high_grad_track and i%inner_it==0): #Perform Meta step + #print("meta") + #Peu utile si high_grad_track = False + val_loss = compute_vaLoss(model=fmodel, dl_val_it=dl_val_it) + + #print_graph(val_loss) + + val_loss.backward() + + countcopy+=1 + model_copy(src=fmodel, dst=model) + optim_copy(dopt=diffopt, opt=inner_opt) + + meta_opt.step() + model['data_aug'].adjust_prob(soft=False) #Contrainte sum(proba)=1 + + fmodel = higher.patch.monkeypatch(model, device=None, copy_initial_weights=True) + diffopt = higher.optim.get_diff_optim(inner_opt, model.parameters(),fmodel=fmodel, track_higher_grads=high_grad_track) + + tf = time.process_time() + + #viz_sample_data(imgs=xs, labels=ys, fig_name='samples/data_sample_epoch{}_noTF'.format(epoch)) + #viz_sample_data(imgs=aug_model['data_aug'](xs), labels=ys, fig_name='samples/data_sample_epoch{}'.format(epoch)) + + if(not high_grad_track): + countcopy+=1 + model_copy(src=fmodel, dst=model) + optim_copy(dopt=diffopt, opt=inner_opt) + val_loss = compute_vaLoss(model=fmodel, dl_val_it=dl_val_it) + + #Necessaire pour reset higher (Accumule les fast_param meme avec track_higher_grads = False) + fmodel = higher.patch.monkeypatch(model, device=None, copy_initial_weights=True) + diffopt = higher.optim.get_diff_optim(inner_opt, model.parameters(),fmodel=fmodel, track_higher_grads=high_grad_track) + + accuracy=test(model) + model.train() + + #### Print #### + if(print_freq and epoch%print_freq==0): + print('-'*9) + print('Epoch : %d/%d'%(epoch,epochs)) + print('Time : %.00f ms'%(tf - t0)) + print('Train loss :',loss.item(), '/ val loss', val_loss.item()) + print('Accuracy :', accuracy) + print('Data Augmention : {} (Epoch {})'.format(model._data_augmentation, dataug_epoch_start)) + print('TF Proba :', model['data_aug']['prob'].data) + #print('proba grad',aug_model['data_aug']['prob'].grad) + ############# + #### Log #### + data={ + "epoch": epoch, + "train_loss": loss.item(), + "val_loss": val_loss.item(), + "acc": accuracy, + "time": tf - t0, + + "param": [p.item() for p in model['data_aug']['prob']], + } + log.append(data) + ############# + if val_loss_monitor : + val_loss_monitor.register(val_loss.item()) + if val_loss_monitor.end_training(): break #Stop training + + + if not model.is_augmenting() and (epoch == dataug_epoch_start or (val_loss_monitor and val_loss_monitor.limit_reached()==1)): + print('Starting Data Augmention...') + dataug_epoch_start = epoch + model.augment(mode=True) + if inner_it != 0: high_grad_track = True + + #print("Copy ", countcopy) + return log \ No newline at end of file