60 Python code examples are found related to " get dataloader". You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. Example...
label_list# 0维上拼接起来1这块就是测试函数，DataLoader部分和训练不同的在sampler和collate_fn ...
COCOEvaluator这个类接受的是数据集名称(str),get_detection_dataset_dicts这个函数接受的是数据集名称或者数据集列表(str or list),当get_detection_dataset_dicts接受列表变量时,COCOEvaluator不能正确获取输入 ` dataloader.test = L(build_detection_test_loader)( ...
4. Batch Normalization 5. module.eval()对dropout及BN的影响 作业:采用L1和L2对逻辑回归进行正则化,并采用TensorBoard对权值分布进行对比;对Lenet-5采用dropout及BN,并理解module.eval()原理 【第七周】视频课 1. 迁移学习之——模型Finetune 2. 模型保存与加载 3. Early Stop 4. GPU使用——调用、选择、...
training_set_iterator = iter(torch.utils.data.DataLoader()) # dataloader // 定义生成器G 判别器D 平滑器G_ema G = dnnlib.util.construct_class_by_name(G_kwargs) D = dnnlib.util.construct_class_by_name(D_kwargs) G_ema = copy.deepcopy(G).eval() // 发布给GPU ...
valid_dl = DataLoader(valid_ds, batch_size=bs * 2) 1. 2. 3. 4. 5. 我们将会在每轮(epoch)结束后计算并输出验证集上的损失值。 (注意:在训练前我们总是会调用model.train()函数,在推断之前调用model.eval()函数,因为这些会被nn.BatchNorm2d,nn.Dropout等层使用,确保在不同阶段的准确性。) ...
user_model.dtype) val_data=get_dataloader(tokenizer,args) import pdb; pdb.set_trace() sq = TorchSmoothQuant(user_model, val_data) sq.transform(alpha='auto', calib_iter=1, folding=True) #percentile calib assert len(sq.absorb_to_layer) == 1 ppl_smooth = eval_ppl(user_model, val_data...
Dataloader在我们的数据集上包裹了一个迭代器,并支持自动批处理、采样、洗牌和多进程数据加载。这里我们定义了一个64的批处理量,即dataloader可迭代的每个元素将返回64个特征和标签的批次。 importmatplotlib.pyplotasplt plt.figure(figsize=(12,10))foriinrange(9):plt.subplot(3,3,i+1)sample_image,sample_lab...
work_path = 'work/model1' X, y = next(iter(DataLoader(val_dataset, batch_size=18))) model = AlexNet(num_classes=10) model_state_dict = paddle.load(os.path.join(work_path, 'best_model.pdparams')) model.set_state_dict(model_state_dict) model.eval() logits = model(X) y_pred =...
def get_raw_data_hash(self) -> str: '''Raw data hash. Identifying raw data before processed. See :ref:`dataloader hash<dataloader_hash_ref>` for explaination. ''' return self._raw_data_hash Example 19Source File: hx711.py From HX711 with BSD 3-Clause "New" or "Revised" License 5...