From 522287128d79cdc927475a215ae3a08f330544b7 Mon Sep 17 00:00:00 2001 From: Korneel Van den Berghe Date: Wed, 27 Mar 2024 10:44:22 +0100 Subject: [PATCH 01/31] initialize correctly --- neurobench/examples/dvs_gesture/CSNN.py | 102 +++++++++++++++----- neurobench/examples/dvs_gesture/training.py | 33 +++++-- 2 files changed, 104 insertions(+), 31 deletions(-) diff --git a/neurobench/examples/dvs_gesture/CSNN.py b/neurobench/examples/dvs_gesture/CSNN.py index 17c8d26e..35a456ad 100644 --- a/neurobench/examples/dvs_gesture/CSNN.py +++ b/neurobench/examples/dvs_gesture/CSNN.py @@ -13,6 +13,7 @@ from tqdm import tqdm +import wandb # from torch.profiler import profile, record_function, ProfilerActivity class Conv_SNN(nn.Module): @@ -26,25 +27,30 @@ def __init__(self): stride = 2 self.pool1 = nn.AvgPool2d(2,stride=stride) self.conv1 = nn.Conv2d(3,24,3,1) - self.syn1 = snn.Synaptic(alpha=alpha, beta= beta, spike_grad = grad) + # initialize the weights of the convolutional layer with a normal distribution with mean .5 and std 0.25 + nn.init.normal_(self.conv1.weight, mean=0.5, std=0.25) + + self.syn1 = snn.Leaky(beta= .5, spike_grad = grad) self.pool2 = nn.AvgPool2d(2,stride=stride) self.conv2 = nn.Conv2d(24,24,3, 1) - self.syn2 = snn.Synaptic(alpha=alpha, beta= beta, spike_grad = grad) + nn.init.normal_(self.conv2.weight, mean=0.5, std=0.25) + self.syn2 = snn.Leaky(beta= .7, spike_grad = grad) self.pool3 = nn.AvgPool2d(2,stride=stride) self.conv3 = nn.Conv2d(24, 64,3,1) - self.syn3 = snn.Synaptic(alpha=alpha, beta= beta, spike_grad = grad) + nn.init.normal_(self.conv3.weight, mean=0.5, std=0.25) + self.syn3 = snn.Leaky(beta= .8, spike_grad = grad) self.lin1 = nn.Linear(1024,11) - self.syn4 = snn.Synaptic(alpha=alpha, beta= beta, spike_grad = grad) + self.syn4 = snn.Leaky(beta= .95, spike_grad = grad) self.lin2 = nn.Linear(128,11) - self.mem1, self.cur1 = self.syn1.init_synaptic() - self.mem2, self.cur2 = self.syn2.init_synaptic() - self.mem3, self.cur3 = self.syn3.init_synaptic() - self.mem4, self.cur4 = self.syn4.init_synaptic() + self.mem1 = self.syn1.init_leaky() + self.mem2 = self.syn2.init_leaky() + self.mem3 = self.syn3.init_leaky() + self.mem4 = self.syn4.init_leaky() def forward(self, frame, warmup_frames = 0): @@ -54,33 +60,37 @@ def forward(self, frame, warmup_frames = 0): x = self.conv1(frame) x = self.pool1(x) # print(x.shape) - x, self.mem1, self.cur1 = self.syn1(x, self.mem1,self.cur1) + x, self.mem1 = self.syn1(x, self.mem1) x = self.conv2(x) x = self.pool2(x) - x, self.mem2, self.cur2 = self.syn2(x, self.mem2,self.cur2) + x, self.mem2 = self.syn2(x, self.mem2) x = self.conv3(x) - x, self.mem3, self.cur3 = self.syn3(x, self.mem3,self.cur3) + x, self.mem3 = self.syn3(x, self.mem3) x = x.view(x.shape[0],-1) x = self.lin1(x) - spks, self.mem4, self.cur4 = self.syn4(x, self.mem4,self.cur4) + spks, self.mem4 = self.syn4(x, self.mem4) return spks.reshape(-1,11).detach(), self.mem4 def reset(self): - self.mem1, self.cur1 = self.syn1.init_synaptic() - self.mem2, self.cur2 = self.syn2.init_synaptic() - self.mem3, self.cur3 = self.syn3.init_synaptic() - self.mem4, self.cur4 = self.syn4.init_synaptic() + self.mem1 = self.syn1.init_leaky() + self.mem2 = self.syn2.init_leaky() + self.mem3 = self.syn3.init_leaky() + self.mem4 = self.syn4.init_leaky() - def single_forward(self, frames, warmup_frames = 0): + def single_forward(self, frames, warmup_frames = 0, wandb_log = False): self.reset() out_spk = 0 # from [nr_batches,nr_frames,c,h,w] -> [nr_frames,nr_batches,c,h,w] # frames = frames.transpose(1,0) + spk_1 = [] + spk_2 = [] + spk_3 = [] + spk_4 = [] # Data is expected to be shape (batch, timestep, features*) for step in range(frames.shape[1]): @@ -90,32 +100,70 @@ def single_forward(self, frames, warmup_frames = 0): # frame = transforms.Resize((32,32))(frame).to(dtype=torch.float32) x = self.conv1(frame) x = self.pool1(x) - x, self.mem1, self.cur1 = self.syn1(x, self.mem1,self.cur1) + x, self.mem1 = self.syn1(x, self.mem1) + spk_1.append(x) + if wandb_log: + # wandb.log({'spikes1':x}) + # average number of spikes in layer 1 + spikes_avg = torch.mean(x) + wandb.log({"avg membrane potential layer 1 in last training round" : torch.mean(self.mem1).item()}) + wandb.log({"avg nr of spikes layer 1 in last training round" : spikes_avg.item()}) + + # Log y with WandB + # wandb.log({f'spikes_1': [(step, y.item())]}) x = self.conv2(x) x = self.pool2(x) - x, self.mem2, self.cur2 = self.syn2(x, self.mem2,self.cur2) + x, self.mem2 = self.syn2(x, self.mem2) + spk_2.append(x) + if wandb_log: + spikes_avg = torch.mean(x) + wandb.log({"avg nr of spikes layer 2 in last training round" : spikes_avg.item()}) x = self.conv3(x) - x, self.mem3, self.cur3 = self.syn3(x, self.mem3,self.cur3) + x, self.mem3 = self.syn3(x, self.mem3) + spk_3.append(x) + if wandb_log: + spikes_avg = torch.mean(x) + wandb.log({"avg nr of spikes layer 3 in last training round" : spikes_avg.item()}) x = x.view(x.shape[0],-1) x = self.lin1(x) - x, self.mem4, self.cur4 = self.syn4(x, self.mem4,self.cur4) + x, self.mem4 = self.syn4(x, self.mem4) + spk_4.append(x) + if wandb_log: + spikes_avg = torch.mean(x) + wandb.log({"avg nr of spikes layer 4 in last training round" : spikes_avg.item()}) if step >= warmup_frames: out_spk += x - + # log average spike rates of each layer + spk_1 = torch.stack(spk_1) + spk_2 = torch.stack(spk_2) + spk_3 = torch.stack(spk_3) + spk_4 = torch.stack(spk_4) + + wandb.log({'average spike rate of layer 1': torch.mean(spk_1)}) + wandb.log({'average spike rate of layer 1': torch.mean(spk_2)}) + wandb.log({'average spike rate of layer 3': torch.mean(spk_3)}) + wandb.log({'average spike rate of layer 4': torch.mean(spk_4)}) + # log a table of the output spikes with wandb + + # print(out_spk) prediction = torch.nn.functional.softmax(out_spk.reshape(11,-1), dim=0) return prediction def fit(self, dataloader_training, warmup_frames, optimizer, device, nr_episodes = 10): - for _ in tqdm(range(nr_episodes)): + for episode in tqdm(range(nr_episodes)): + # print(f"Episode {episode}") for frames, labels in dataloader_training: # Print GPU memory # with profile(activities=[ProfilerActivity.CPU], record_shapes=True, profile_memory=True) as prof: # with record_function("model_inference"): - prediction = self.single_forward(frames.to(device), warmup_frames) + wandb_log = False + if episode == nr_episodes-1: + wandb_log = True + prediction = self.single_forward(frames.to(device), warmup_frames, wandb_log=wandb_log) # Add a delay to allow profiler to collect data # import time @@ -128,10 +176,14 @@ def fit(self, dataloader_training, warmup_frames, optimizer, device, nr_episodes targets_one_hot = torch.nn.functional.one_hot(label_tensor, num_classes=11).transpose(1,0) loss = torch.nn.functional.smooth_l1_loss(prediction,targets_one_hot) + + + optimizer.zero_grad() loss.backward() + wandb.log({'loss': loss.item()}) optimizer.step() - print(loss.item()) + # print(loss.item()) diff --git a/neurobench/examples/dvs_gesture/training.py b/neurobench/examples/dvs_gesture/training.py index 3b1756f1..9a26fc85 100644 --- a/neurobench/examples/dvs_gesture/training.py +++ b/neurobench/examples/dvs_gesture/training.py @@ -13,19 +13,40 @@ from CSNN import Conv_SNN +#wandb tracking +import wandb + +run = wandb.init(project='dvs_gesture', + # entity='neurobench', + config={ + 'model': 'CSNN', + 'dataset': 'dvs_gesture', + 'batch_size': 1, + 'learning_rate': 1.2e-3, + 'warmup_frames': 34, + 'nr_episodes': 10, + 'optimizer': 'Adamax', + 'betas': [0.9, 0.95] + }) + device = torch.device('cuda' if torch.cuda.is_available() else 'cpu') device = 'cpu' - +# Set the seeds for reproducibility +torch.manual_seed(0) +torch.cuda.manual_seed(0) # data in repo root dir data = DVSGesture('../../../data/dvs_gesture/', split='testing', preprocessing='stack') -dataloader_training = DataLoader(data, 10,shuffle=False) +dataloader_training = DataLoader(data, 24,shuffle=False) model = Conv_SNN().to(device) -data_1 = [(torch.tensor(data[0][0]).unsqueeze(0),torch.tensor(data[0][1]).unsqueeze(0))] -data_2 = [next(iter(dataloader_training))] +run.watch(model, log='all', log_freq=1) +# data_1 = [(torch.tensor(data[0][0]).unsqueeze(0),torch.tensor(data[0][1]).unsqueeze(0))] +# data_2 = [next(iter(dataloader_training))] -torch.save(model.state_dict(), 'model_data/DVS_SNN_untrained.pth') +# single_batch = next(iter(dataloader_training)) +# print(single_batch[0].shape) +# torch.save(model.state_dict(), 'model_data/DVS_SNN_untrained.pth') optimizer = torch.optim.Adamax(model.parameters(),lr=1.2e-3,betas=[0.9,0.95]) # model.fit(dataloader_training=dataloader_training,device=device, warmup_frames=70, optimizer=optimizer, nr_episodes=1000) -# model.fit(dataloader_training=data_2,device=device, warmup_frames=70, optimizer=optimizer, nr_episodes=10) +model.fit(dataloader_training=dataloader_training,device=device, warmup_frames=34, optimizer=optimizer, nr_episodes=3) # torch.save(model.state_dict(), 'neurobench/examples/dvs_gesture/model_data/DVS_SNN_trained.pth') \ No newline at end of file From 1588fb98f4ad6397a955528d43979147e29d27a0 Mon Sep 17 00:00:00 2001 From: korneelf1 Date: Wed, 27 Mar 2024 07:03:12 -0400 Subject: [PATCH 02/31] increase batch size --- neurobench/examples/dvs_gesture/training.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/neurobench/examples/dvs_gesture/training.py b/neurobench/examples/dvs_gesture/training.py index 9a26fc85..5da490ea 100644 --- a/neurobench/examples/dvs_gesture/training.py +++ b/neurobench/examples/dvs_gesture/training.py @@ -36,7 +36,7 @@ torch.cuda.manual_seed(0) # data in repo root dir data = DVSGesture('../../../data/dvs_gesture/', split='testing', preprocessing='stack') -dataloader_training = DataLoader(data, 24,shuffle=False) +dataloader_training = DataLoader(data, 128,shuffle=False) model = Conv_SNN().to(device) run.watch(model, log='all', log_freq=1) # data_1 = [(torch.tensor(data[0][0]).unsqueeze(0),torch.tensor(data[0][1]).unsqueeze(0))] @@ -48,5 +48,5 @@ optimizer = torch.optim.Adamax(model.parameters(),lr=1.2e-3,betas=[0.9,0.95]) # model.fit(dataloader_training=dataloader_training,device=device, warmup_frames=70, optimizer=optimizer, nr_episodes=1000) -model.fit(dataloader_training=dataloader_training,device=device, warmup_frames=34, optimizer=optimizer, nr_episodes=3) -# torch.save(model.state_dict(), 'neurobench/examples/dvs_gesture/model_data/DVS_SNN_trained.pth') \ No newline at end of file +model.fit(dataloader_training=dataloader_training,device=device, warmup_frames=34, optimizer=optimizer, nr_episodes=50) +# torch.save(model.state_dict(), 'neurobench/examples/dvs_gesture/model_data/DVS_SNN_trained.pth') From bbc4a3285577c17c6c5f10775447ed7fa1b57141 Mon Sep 17 00:00:00 2001 From: Jason Yik Date: Fri, 12 Apr 2024 12:10:36 -0400 Subject: [PATCH 03/31] add sphinx_rtd_theme requirements for readthedocs build --- .readthedocs.yaml | 6 +++++- docs/requirements.txt | 1 + 2 files changed, 6 insertions(+), 1 deletion(-) create mode 100644 docs/requirements.txt diff --git a/.readthedocs.yaml b/.readthedocs.yaml index 16a9598a..236fe730 100644 --- a/.readthedocs.yaml +++ b/.readthedocs.yaml @@ -17,4 +17,8 @@ build: - poetry install --with dev sphinx: - configuration: docs/conf.py \ No newline at end of file + configuration: docs/conf.py + +python: + install: + - requirements: docs/requirements.txt \ No newline at end of file diff --git a/docs/requirements.txt b/docs/requirements.txt new file mode 100644 index 00000000..4170c03e --- /dev/null +++ b/docs/requirements.txt @@ -0,0 +1 @@ +sphinx-rtd-theme \ No newline at end of file From 3d867934312290fd729549fac74db9c47f8d84fd Mon Sep 17 00:00:00 2001 From: Jason Yik Date: Fri, 12 Apr 2024 12:42:28 -0400 Subject: [PATCH 04/31] update doc requirements --- docs/requirements.txt | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/docs/requirements.txt b/docs/requirements.txt index 4170c03e..ef9bdecb 100644 --- a/docs/requirements.txt +++ b/docs/requirements.txt @@ -1 +1,4 @@ -sphinx-rtd-theme \ No newline at end of file +sphinx-rtd-theme +tqdm +tonic +numpy \ No newline at end of file From 4483e2aee88c10b43951ba7db59aeb0af692ded6 Mon Sep 17 00:00:00 2001 From: Jason Yik Date: Fri, 12 Apr 2024 12:49:28 -0400 Subject: [PATCH 05/31] update readthedocs virtualenv based on new bug --- .readthedocs.yaml | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/.readthedocs.yaml b/.readthedocs.yaml index 236fe730..3b008d81 100644 --- a/.readthedocs.yaml +++ b/.readthedocs.yaml @@ -10,15 +10,17 @@ build: # https://python-poetry.org/docs/#installing-manually - pip install poetry # Tell poetry to not use a virtual environment - - poetry config virtualenvs.create false + # - poetry config virtualenvs.create false post_install: # Install dependencies with 'docs' dependency group # https://python-poetry.org/docs/managing-dependencies/#dependency-groups - - poetry install --with dev + # VIRTUAL_ENV needs to be set manually for now. + # See https://github.com/readthedocs/readthedocs.org/pull/11152/ + - VIRTUAL_ENV=$READTHEDOCS_VIRTUALENV_PATH poetry install --with dev sphinx: configuration: docs/conf.py -python: - install: - - requirements: docs/requirements.txt \ No newline at end of file +# python: +# install: +# - requirements: docs/requirements.txt \ No newline at end of file From c9056d29f645f6bf231f8d083934906e87355bd3 Mon Sep 17 00:00:00 2001 From: Douwe den Blanken Date: Mon, 15 Apr 2024 10:10:38 +0200 Subject: [PATCH 06/31] Fix the way the list in the description of MSWC dataset is rendered in the docs --- neurobench/datasets/MSWC_dataset.py | 1 + 1 file changed, 1 insertion(+) diff --git a/neurobench/datasets/MSWC_dataset.py b/neurobench/datasets/MSWC_dataset.py index 5a0bc1bc..c5eb92bf 100644 --- a/neurobench/datasets/MSWC_dataset.py +++ b/neurobench/datasets/MSWC_dataset.py @@ -257,6 +257,7 @@ class MSWC(Dataset): Subset version (https://huggingface.co/datasets/NeuroBench/mswc_fscil_subset) of the original MSWC dataset (https://mlcommons.org/en/multilingual-spoken-words/) for a few-shot class-incremental learning (FSCIL) task consisting of 200 voice commands keywords: + - 100 base classes available for pre-training with: - 500 train samples - 100 validation samples From 8ff7f8d13f67f3168be76eefd350918e42826988 Mon Sep 17 00:00:00 2001 From: benedettoleto Date: Thu, 18 Apr 2024 00:14:11 +0200 Subject: [PATCH 07/31] introducing a membrane potential updates as a new workload metric --- neurobench/benchmarks/benchmark.py | 7 ++- neurobench/benchmarks/hooks.py | 7 +++ neurobench/benchmarks/workload_metrics.py | 54 +++++++++++++++++++++++ 3 files changed, 67 insertions(+), 1 deletion(-) diff --git a/neurobench/benchmarks/benchmark.py b/neurobench/benchmarks/benchmark.py index 39c5b803..183645da 100644 --- a/neurobench/benchmarks/benchmark.py +++ b/neurobench/benchmarks/benchmark.py @@ -5,7 +5,12 @@ from . import static_metrics, workload_metrics # workload metrics which require hooks -requires_hooks = ["activation_sparsity", "number_neuron_updates", "synaptic_operations"] +requires_hooks = [ + "activation_sparsity", + "number_neuron_updates", + "synaptic_operations", + "membrane_updates", +] class Benchmark: diff --git a/neurobench/benchmarks/hooks.py b/neurobench/benchmarks/hooks.py index c5390862..ee0ad6d8 100644 --- a/neurobench/benchmarks/hooks.py +++ b/neurobench/benchmarks/hooks.py @@ -21,6 +21,8 @@ def __init__(self, layer, connection_layer=None, prev_act_layer_hook=None): """ self.activation_outputs = [] self.activation_inputs = [] + self.pre_fire_mem_potential = [] + self.post_fire_mem_potential = [] if layer is not None: self.hook = layer.register_forward_hook(self.hook_fn) self.hook_pre = layer.register_forward_pre_hook(self.pre_hook_fn) @@ -46,6 +48,8 @@ def pre_hook_fn(self, layer, input): """ self.activation_inputs.append(input) + if self.spiking: + self.pre_fire_mem_potential.append(layer.mem) def hook_fn(self, layer, input, output): """ @@ -62,6 +66,7 @@ def hook_fn(self, layer, input, output): """ if self.spiking: self.activation_outputs.append(output[0]) + self.post_fire_mem_potential.append(layer.mem) else: self.activation_outputs.append(output) @@ -75,6 +80,8 @@ def reset(self): """Resets the stored activation outputs and inputs.""" self.activation_outputs = [] self.activation_inputs = [] + self.pre_fire_mem_potential = [] + self.post_fire_mem_potential = [] def close(self): """Remove the registered hook.""" diff --git a/neurobench/benchmarks/workload_metrics.py b/neurobench/benchmarks/workload_metrics.py index 5e5fca2f..45b60d85 100644 --- a/neurobench/benchmarks/workload_metrics.py +++ b/neurobench/benchmarks/workload_metrics.py @@ -2,6 +2,7 @@ import numpy as np from ..utils import check_shape, make_binary_copy, single_layer_MACs from .hooks import ActivationHook, LayerHook +from collections import defaultdict class AccumulatedMetric: @@ -121,6 +122,59 @@ def activation_sparsity(model, preds, data): return sparsity +class membrane_updates(AccumulatedMetric): + """ + Number of synaptic operations. + + MACs for ANN ACs for SNN + + """ + + def __init__(self): + self.total_samples = 0 + self.neuron_membrane_updates = defaultdict(int) + + def reset(self): + self.total_samples = 0 + self.neuron_membrane_updates = defaultdict(int) + + def __call__(self, model, preds, data): + """ + Multiply-accumulates (MACs) of the model forward. + + Args: + model: A NeuroBenchModel. + preds: A tensor of model predictions. + data: A tuple of data and labels. + inputs: A tensor of model inputs. + Returns: + float: Multiply-accumulates. + + """ + for hook in model.activation_hooks: + for index_mem in range(len(hook.pre_fire_mem_potential) - 1): + pre_fire_mem = hook.pre_fire_mem_potential[index_mem + 1] + post_fire_mem = hook.post_fire_mem_potential[index_mem + 1] + nr_updates = torch.count_nonzero(pre_fire_mem - post_fire_mem) + self.neuron_membrane_updates[str(type(hook.layer))] += int(nr_updates) + self.neuron_membrane_updates[str(type(hook.layer))] += int( + torch.numel(hook.post_fire_mem_potential[0]) + ) + self.total_samples += data[0].size(0) + return self.compute() + + def compute(self): + if self.total_samples == 0: + return 0 + + total_mem_updates = 0 + for key in self.neuron_membrane_updates: + total_mem_updates += self.neuron_membrane_updates[key] + + total_updates_per_sample = total_mem_updates / self.total_samples + return total_updates_per_sample + + def number_neuron_updates(model, preds, data): """ Number of times each neuron type is updated. From 49091208b0d439e076ba96ce623741c1aae6abb6 Mon Sep 17 00:00:00 2001 From: benedettoleto Date: Sat, 20 Apr 2024 11:29:02 +0200 Subject: [PATCH 08/31] enhance documentation for membrane updates metric and generate tests --- neurobench/benchmarks/workload_metrics.py | 19 +++++++++++---- tests/test_metrics.py | 28 +++++++++++++++++++++++ 2 files changed, 42 insertions(+), 5 deletions(-) diff --git a/neurobench/benchmarks/workload_metrics.py b/neurobench/benchmarks/workload_metrics.py index 45b60d85..114f0831 100644 --- a/neurobench/benchmarks/workload_metrics.py +++ b/neurobench/benchmarks/workload_metrics.py @@ -124,31 +124,32 @@ def activation_sparsity(model, preds, data): class membrane_updates(AccumulatedMetric): """ - Number of synaptic operations. + Number of membrane potential updates. - MACs for ANN ACs for SNN + This metric can only be used for spiking models implemented with SNNTorch. """ def __init__(self): + """Init metric state.""" self.total_samples = 0 self.neuron_membrane_updates = defaultdict(int) def reset(self): + """Reset metric state.""" self.total_samples = 0 self.neuron_membrane_updates = defaultdict(int) def __call__(self, model, preds, data): """ - Multiply-accumulates (MACs) of the model forward. + Number of membrane updates of the model forward. Args: model: A NeuroBenchModel. preds: A tensor of model predictions. data: A tuple of data and labels. - inputs: A tensor of model inputs. Returns: - float: Multiply-accumulates. + float: Number of membrane potential updates. """ for hook in model.activation_hooks: @@ -164,6 +165,14 @@ def __call__(self, model, preds, data): return self.compute() def compute(self): + """ + Compute membrane updates using accumulated data. + + Returns: + float: Compute the total updates to each neuron's membrane potential within the model, + aggregated across all neurons and normalized by the number of samples processed. + + """ if self.total_samples == 0: return 0 diff --git a/tests/test_metrics.py b/tests/test_metrics.py index 6d0b425c..7edcdef5 100644 --- a/tests/test_metrics.py +++ b/tests/test_metrics.py @@ -21,6 +21,7 @@ detect_activations_connections, synaptic_operations, number_neuron_updates, + membrane_updates, ) from torch.profiler import profile, record_function, ProfilerActivity @@ -531,6 +532,33 @@ def test_neuron_update_metric(): print("Passed neuron update metric") +def test_membrane_potential_updates(): + + # test snn layers + net_snn = nn.Sequential( + # nn.Flatten(), + nn.Linear(20, 5, bias=False), + snn.Leaky( + beta=0.9, spike_grad=surrogate.fast_sigmoid(), init_hidden=True, output=True + ), + ) + + # simulate spiking input with only ones + inp = torch.ones(5, 10, 20) # batch size, time steps, input size + + model = SNNTorchModel(net_snn) + + detect_activations_connections(model) + + out = model(inp) + mem_updates = membrane_updates() + tot_mem_updates = mem_updates(model, out, (inp, 0)) + + assert tot_mem_updates == 50 + + print("Passed membrane updates") + + class simple_LSTM(nn.Module): """Nonsense LSTM for operations testing Should be 615 MACs.""" From e19041f130f1629de800a6ebfeba2b54b01a2954 Mon Sep 17 00:00:00 2001 From: benedettoleto Date: Sat, 20 Apr 2024 11:35:37 +0200 Subject: [PATCH 09/31] reduce doc tree depth --- docs/neurobench.benchmarks.rst | 4 ++-- neurobench/benchmarks/__init__.py | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/neurobench.benchmarks.rst b/docs/neurobench.benchmarks.rst index 3f5d3bb6..19df9857 100644 --- a/docs/neurobench.benchmarks.rst +++ b/docs/neurobench.benchmarks.rst @@ -4,8 +4,8 @@ neurobench.benchmarks Benchmark ^^^^^^^^^ -.. automodule:: neurobench.benchmarks.benchmark - :members: +.. automodule:: neurobench.benchmarks + :members: Benchmark :undoc-members: :show-inheritance: diff --git a/neurobench/benchmarks/__init__.py b/neurobench/benchmarks/__init__.py index 16e605b0..1db9265e 100644 --- a/neurobench/benchmarks/__init__.py +++ b/neurobench/benchmarks/__init__.py @@ -1 +1 @@ -from .benchmark import * +from .benchmark import Benchmark From 9faee97b74626eea568ffdf7770cf2b236caf742 Mon Sep 17 00:00:00 2001 From: Jason Yik Date: Wed, 8 May 2024 09:59:47 -0400 Subject: [PATCH 10/31] bugfix r2 test --- tests/test_metrics.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_metrics.py b/tests/test_metrics.py index 7edcdef5..2b6e221c 100644 --- a/tests/test_metrics.py +++ b/tests/test_metrics.py @@ -202,7 +202,7 @@ def test_r2(): data = ( torch.randn(2, batch_size), - torch.tensor(targets).transpose(0, 1), + torch.tensor(targets, dtype=torch.float).transpose(0, 1), ) # input and targets preds = [ From 4cd68522b7c6256bae75f58cd218c75e25c98537 Mon Sep 17 00:00:00 2001 From: benedettoleto Date: Sat, 11 May 2024 10:34:59 +0200 Subject: [PATCH 11/31] configure bumpversion --- docs/conf.py | 2 +- pyproject.toml | 29 +++++++++++++++++++++++++++++ 2 files changed, 30 insertions(+), 1 deletion(-) diff --git a/docs/conf.py b/docs/conf.py index e17de93e..6c80c711 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -14,7 +14,7 @@ project = "NeuroBench" copyright = "2024, Jason Yik, Noah Pacik-Nelson, Korneel Van Den Berghe" author = "Jason Yik, Noah Pacik-Nelson, Korneel Van Den Berghe" -release = "v1.0.0" +release = "1.0.3" # -- General configuration --------------------------------------------------- # https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration diff --git a/pyproject.toml b/pyproject.toml index 200c4d3c..eb959d8c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -41,6 +41,35 @@ nehar = ["pytorch-lightning", "gdown"] [tool.black] exclude = '/examples/' +[tool.bumpversion] +parse = "(?P\\d+)\\.(?P\\d+)\\.(?P\\d+)" +serialize = ["{major}.{minor}.{patch}"] +regex = false +current_version = "1.0.3" +ignore_missing_version = false +search = "{current_version}" +replace = "{new_version}" +tag = false +sign_tags = false +tag_name = "{new_version}" +tag_message = "Bump version: {version} → {new_version}" +allow_dirty = false +commit = false +message = "Bump version: {version} → {new_version}" +commit_args = "" + +[[tool.bumpversion.file]] +filename = "pyproject.toml" +search = "{version}" +replace = "{new_version}" + +[[tool.bumpversion.file]] +filename = "docs/conf.py" +search = "{release}" +replace = "{new_version}" + + + [build-system] requires = ["poetry-core"] build-backend = "poetry.core.masonry.api" From 69771bb8ba5b429385d108dcabbe3556a2085562 Mon Sep 17 00:00:00 2001 From: benedettoleto Date: Sat, 11 May 2024 10:38:11 +0200 Subject: [PATCH 12/31] configure bumpversion --- pyproject.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index eb959d8c..6f37cf83 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -58,12 +58,12 @@ commit = false message = "Bump version: {version} → {new_version}" commit_args = "" -[[tool.bumpversion.file]] +[tool.bumpversion.file] filename = "pyproject.toml" search = "{version}" replace = "{new_version}" -[[tool.bumpversion.file]] +[tool.bumpversion.file] filename = "docs/conf.py" search = "{release}" replace = "{new_version}" From afa17a2e3d2dcb448d4dcae1d788fdf83a9bec3d Mon Sep 17 00:00:00 2001 From: benedettoleto Date: Sat, 11 May 2024 10:40:40 +0200 Subject: [PATCH 13/31] configure bumpversion --- pyproject.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 6f37cf83..eb959d8c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -58,12 +58,12 @@ commit = false message = "Bump version: {version} → {new_version}" commit_args = "" -[tool.bumpversion.file] +[[tool.bumpversion.file]] filename = "pyproject.toml" search = "{version}" replace = "{new_version}" -[tool.bumpversion.file] +[[tool.bumpversion.file]] filename = "docs/conf.py" search = "{release}" replace = "{new_version}" From 857bbf5a482ae56ea42936049b59778d38a10a6d Mon Sep 17 00:00:00 2001 From: benedettoleto Date: Sat, 11 May 2024 10:42:35 +0200 Subject: [PATCH 14/31] configure bumpversion --- pyproject.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index eb959d8c..4ff2cec9 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -58,12 +58,12 @@ commit = false message = "Bump version: {version} → {new_version}" commit_args = "" -[[tool.bumpversion.file]] +[[tool.bumpversion.files]] filename = "pyproject.toml" search = "{version}" replace = "{new_version}" -[[tool.bumpversion.file]] +[[tool.bumpversion.files]] filename = "docs/conf.py" search = "{release}" replace = "{new_version}" From c7fb9aa9bb1b03cb9aa5f1169cbeed669f208198 Mon Sep 17 00:00:00 2001 From: benedettoleto Date: Sat, 11 May 2024 10:43:08 +0200 Subject: [PATCH 15/31] configure bumpversion --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 4ff2cec9..16bff8c9 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -60,7 +60,7 @@ commit_args = "" [[tool.bumpversion.files]] filename = "pyproject.toml" -search = "{version}" +search = "version" replace = "{new_version}" [[tool.bumpversion.files]] From 49b29314a6bd5f5461eed6e25b69b90e3713f26b Mon Sep 17 00:00:00 2001 From: benedettoleto Date: Sat, 11 May 2024 10:46:38 +0200 Subject: [PATCH 16/31] configure bumpversion --- .bumpversion.toml | 27 +++++++++++++++++++++++++++ pyproject.toml | 29 ----------------------------- 2 files changed, 27 insertions(+), 29 deletions(-) create mode 100644 .bumpversion.toml diff --git a/.bumpversion.toml b/.bumpversion.toml new file mode 100644 index 00000000..a6719be9 --- /dev/null +++ b/.bumpversion.toml @@ -0,0 +1,27 @@ + +[tool.bumpversion] +parse = "(?P\\d+)\\.(?P\\d+)\\.(?P\\d+)" +serialize = ["{major}.{minor}.{patch}"] +regex = false +current_version = "1.0.3" +ignore_missing_version = false +search = "{current_version}" +replace = "{new_version}" +tag = false +sign_tags = false +tag_name = "{new_version}" +tag_message = "Bump version: {current_version} → {new_version}" +allow_dirty = false +commit = false +message = "Bump version: {current_version} → {new_version}" +commit_args = "" + +[[tool.bumpversion.files]] +filename = "pyproject.toml" +search = "version" +replace = "{new_version}" + +[[tool.bumpversion.files]] +filename = "docs/conf.py" +search = "release" +replace = "{new_version}" \ No newline at end of file diff --git a/pyproject.toml b/pyproject.toml index 16bff8c9..200c4d3c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -41,35 +41,6 @@ nehar = ["pytorch-lightning", "gdown"] [tool.black] exclude = '/examples/' -[tool.bumpversion] -parse = "(?P\\d+)\\.(?P\\d+)\\.(?P\\d+)" -serialize = ["{major}.{minor}.{patch}"] -regex = false -current_version = "1.0.3" -ignore_missing_version = false -search = "{current_version}" -replace = "{new_version}" -tag = false -sign_tags = false -tag_name = "{new_version}" -tag_message = "Bump version: {version} → {new_version}" -allow_dirty = false -commit = false -message = "Bump version: {version} → {new_version}" -commit_args = "" - -[[tool.bumpversion.files]] -filename = "pyproject.toml" -search = "version" -replace = "{new_version}" - -[[tool.bumpversion.files]] -filename = "docs/conf.py" -search = "{release}" -replace = "{new_version}" - - - [build-system] requires = ["poetry-core"] build-backend = "poetry.core.masonry.api" From a6fbc762eb40b33afae64faeeff3d2a4ac7c1bc3 Mon Sep 17 00:00:00 2001 From: benedettoleto Date: Sat, 11 May 2024 10:49:14 +0200 Subject: [PATCH 17/31] configure bumpversion --- .bumpversion.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.bumpversion.toml b/.bumpversion.toml index a6719be9..2c1b2243 100644 --- a/.bumpversion.toml +++ b/.bumpversion.toml @@ -18,10 +18,10 @@ commit_args = "" [[tool.bumpversion.files]] filename = "pyproject.toml" -search = "version" +search = "version = \"{current_version}\"" replace = "{new_version}" [[tool.bumpversion.files]] filename = "docs/conf.py" -search = "release" +search = "release = \"{current_version}\"" replace = "{new_version}" \ No newline at end of file From 823d774fd6e7dbc7df12f0ce1e937b679575dd94 Mon Sep 17 00:00:00 2001 From: benedettoleto Date: Sat, 11 May 2024 10:50:56 +0200 Subject: [PATCH 18/31] configure bumpversion --- .bumpversion.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.bumpversion.toml b/.bumpversion.toml index 2c1b2243..3bf235c0 100644 --- a/.bumpversion.toml +++ b/.bumpversion.toml @@ -19,9 +19,9 @@ commit_args = "" [[tool.bumpversion.files]] filename = "pyproject.toml" search = "version = \"{current_version}\"" -replace = "{new_version}" +replace = "version = \"{new_version}\"" [[tool.bumpversion.files]] filename = "docs/conf.py" search = "release = \"{current_version}\"" -replace = "{new_version}" \ No newline at end of file +replace = "release = \"{new_version}\"" \ No newline at end of file From a428cdcf585b2e74d6b223a03cb136d1daefe84e Mon Sep 17 00:00:00 2001 From: benedettoleto Date: Sat, 11 May 2024 11:01:00 +0200 Subject: [PATCH 19/31] base configuration for version bumping --- docs/_static/.gitkeep | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 docs/_static/.gitkeep diff --git a/docs/_static/.gitkeep b/docs/_static/.gitkeep new file mode 100644 index 00000000..e69de29b From 3b127acae0dfde60f3a4f7dd3d9253cd8db3e585 Mon Sep 17 00:00:00 2001 From: benedettoleto Date: Sat, 11 May 2024 11:24:47 +0200 Subject: [PATCH 20/31] add release guidelines --- RELEASE.rst | 70 +++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 70 insertions(+) create mode 100644 RELEASE.rst diff --git a/RELEASE.rst b/RELEASE.rst new file mode 100644 index 00000000..ed4e34b5 --- /dev/null +++ b/RELEASE.rst @@ -0,0 +1,70 @@ +Version Release Guidelines +======================= + +This document describes the guidelines for releasing new versions of the library. We follow semantic versioning, which means our version numbers have three parts: MAJOR.MINOR.PATCH. + +- MAJOR version when you make incompatible API changes +- MINOR version when you add functionality in a backwards-compatible manner +- PATCH version when you make backwards-compatible bug fixes + + +1. Install the `bumpversion` package: + + ``` + pip install --upgrade bump-my-version + ``` +-------------------- + +2. Create a new branch for the release from dev branch: + + ``` + git checkout -b release/x.y.z + ``` +-------------------- + +3. Update the version number using the `bump-my-version` command: + + ``` + bump-my-version bump path + ``` + or + ``` + bump-my-version bump minor + ``` + or + ``` + bump-my-version bump major + ``` +-------------------- + +4. Commit the changes with the following message and push the changes to the release branch: + + ``` + git commit -m "Bump version: {current_version} → {new_version}" + ``` + + ``` + git push origin release/x.y.z + ``` + +-------------------- + +5. Create a pull request from the release branch to the dev branch. + +6. Once the pull request is approved and merged, create a new pull request from the dev branch to the master branch. + +7. Once the pull request is approved and merged, create the tag to invoke the package publishing workflow: + + ``` + git tag -a x.y.z -m "Release x.y.z" + ``` + + ``` + git push origin + ``` +-------------------- + +8. Once the tag is pushed, the package publishing workflow will be triggered and the package will be published to the PyPI. + +9. Once the package is published, create a new release on GitHub with the tag name and the release notes. + From 069158945c4991779e1e1b3867e2ad400798cadf Mon Sep 17 00:00:00 2001 From: benedettoleto Date: Sat, 11 May 2024 11:27:48 +0200 Subject: [PATCH 21/31] fix package name --- RELEASE.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/RELEASE.rst b/RELEASE.rst index ed4e34b5..5e313ecd 100644 --- a/RELEASE.rst +++ b/RELEASE.rst @@ -8,7 +8,7 @@ This document describes the guidelines for releasing new versions of the library - PATCH version when you make backwards-compatible bug fixes -1. Install the `bumpversion` package: +1. Install the `bump-my-version` package: ``` pip install --upgrade bump-my-version @@ -53,7 +53,7 @@ This document describes the guidelines for releasing new versions of the library 6. Once the pull request is approved and merged, create a new pull request from the dev branch to the master branch. -7. Once the pull request is approved and merged, create the tag to invoke the package publishing workflow: +7. Once the pull request is approved and merged, create the tag on the main branch to invoke the package publishing workflow: ``` git tag -a x.y.z -m "Release x.y.z" From 00aed11caacb5e3dfe5266bc48329b10c6737069 Mon Sep 17 00:00:00 2001 From: benedettoleto Date: Sat, 11 May 2024 12:48:40 +0200 Subject: [PATCH 22/31] update RELEASE.rst --- RELEASE.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/RELEASE.rst b/RELEASE.rst index 5e313ecd..3ad53ea3 100644 --- a/RELEASE.rst +++ b/RELEASE.rst @@ -60,7 +60,7 @@ This document describes the guidelines for releasing new versions of the library ``` ``` - git push origin + git push origin tag ``` -------------------- From de3d3252b25fa471ca2a21ac81b33097316eb607 Mon Sep 17 00:00:00 2001 From: benedettoleto Date: Sun, 12 May 2024 22:50:48 +0200 Subject: [PATCH 23/31] create workflow to publish distribution on PyPi --- .github/workflows/publish-distribution.yaml | 36 +++++++++++++++++++++ 1 file changed, 36 insertions(+) create mode 100644 .github/workflows/publish-distribution.yaml diff --git a/.github/workflows/publish-distribution.yaml b/.github/workflows/publish-distribution.yaml new file mode 100644 index 00000000..97fb9f75 --- /dev/null +++ b/.github/workflows/publish-distribution.yaml @@ -0,0 +1,36 @@ +name: Publish Distribution to PyPI + +on: + push: + tags: + - '[0-9]+.[0-9]+.[0-9]+' + +jobs: + build-and-publish-final-dist: + runs-on: ubuntu-latest + steps: + - name: Check out code + uses: actions/checkout@v4 + + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version: '3.11' + + - name: Install Poetry + run: | + pip install poetry + + - name: Install dependencies + run: | + poetry install --without dev + + - name: Build the package + run: | + poetry build + + - name: Publish to PyPI + env: + POETRY_PYPI_TOKEN_PYPI: ${{ secrets.PYPI_API_TOKEN }} + run: | + poetry publish From 5e79d923ffc074a8c16b4b8f1e30e8a5fbc4790b Mon Sep 17 00:00:00 2001 From: benedettoleto Date: Sun, 12 May 2024 22:52:02 +0200 Subject: [PATCH 24/31] update description on RELEASE.rst --- RELEASE.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/RELEASE.rst b/RELEASE.rst index 3ad53ea3..761c8b77 100644 --- a/RELEASE.rst +++ b/RELEASE.rst @@ -66,5 +66,5 @@ This document describes the guidelines for releasing new versions of the library 8. Once the tag is pushed, the package publishing workflow will be triggered and the package will be published to the PyPI. -9. Once the package is published, create a new release on GitHub with the tag name and the release notes. +9. Once the package is published, create a new release on GitHub with the tag name and the release notes (generate them automatically). 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