question about train - Githubissues

Hello author, when I use the command line "nerfbaselines train --method wild-gaussians --data './data/corner'", I have run for 2000 iterations, then it entered an "evaluation phase". Here I encountered network issues, it seems that I need to download the alex.pth weights. I have already downloaded these weights via a URL, but I do not know where they should be placed? info: Using method: wild-gaussians, backend: python info: Loading train dataset info: Loading dataset metadata from /media/hrw/Elements/denoise/cvprmath/wild-gaussians/data/corner/nb-info.json warning: Using 'name' field as 'id' field in metadata (nerfbaselines version <1.1.0) info: Colmap dataloader is loading split data from /media/hrw/Elements/denoise/cvprmath/wild-gaussians/data/corner/train_list.txt info: Colmap dataloader is using LLFF split with 101 training images info: Loaded unknown dataset from path /media/hrw/Elements/denoise/cvprmath/wild-gaussians/data/corner using loader colmap info: Loading images from /media/hrw/Elements/denoise/cvprmath/wild-gaussians/data/corner/images loading images: 100%|███████████████████████| 101/101 [00:00<00:00, 1086.68it/s] info: Image sizes do not match camera sizes. Resizing cameras to match image sizes. warning: Downscaled image sizes are not a multiple of camera sizes. info: Loading eval dataset info: Loading dataset metadata from /media/hrw/Elements/denoise/cvprmath/wild-gaussians/data/corner/nb-info.json warning: Using 'name' field as 'id' field in metadata (nerfbaselines version <1.1.0) info: Colmap dataloader is loading split data from /media/hrw/Elements/denoise/cvprmath/wild-gaussians/data/corner/test_list.txt info: Colmap dataloader is using LLFF split with 101 training images info: Loaded unknown dataset from path /media/hrw/Elements/denoise/cvprmath/wild-gaussians/data/corner using loader colmap info: Loading images from /media/hrw/Elements/denoise/cvprmath/wild-gaussians/data/corner/images loading images: 100%|█████████████████████████| 20/20 [00:00<00:00, 1136.59it/s] info: Image sizes do not match camera sizes. Resizing cameras to match image sizes. info: Active presets: nerfonthego info: Using config overrides: {'config': 'nerfonthego.yml'} info: Loading config file nerfonthego.yml info: using MLP layer as FFN Generating skybox: 100%|████████████████████| 101/101 [00:00<00:00, 4593.73it/s] info: Adding skybox with 91371 points Number of points at initialisation : 198767 info: Output directory: /media/hrw/Elements/denoise/cvprmath/wild-gaussians info: Initialized loggers: tensorboard training: 7%|▌ | 2000/30000 [01:04<18:41, 24.96it/s, train/psnr=20.2887]info: Rendering single train image at step=2000 Setting up [LPIPS] perceptual loss: trunk [alex], v[0.1], spatial [off] training: 7%|▌ | 2000/30000 [01:09<16:17, 28.65it/s, train/psnr=20.2887] Traceback (most recent call last): File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/urllib3/connectionpool.py", line 713, in urlopen self._prepare_proxy(conn) File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/urllib3/connectionpool.py", line 1015, in _prepare_proxy conn.connect() File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/urllib3/connection.py", line 419, in connect self.sock = ssl_wrapsocket( ^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/urllib3/util/ssl.py", line 458, in ssl_wrap_socket ssl_sock = _ssl_wrap_socketimpl( ^^^^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/urllib3/util/ssl.py", line 502, in _ssl_wrap_socket_impl return ssl_context.wrap_socket(sock, server_hostname=server_hostname) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/ssl.py", line 517, in wrap_socket return self.sslsocket_class._create( ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/ssl.py", line 1104, in _create self.do_handshake() File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/ssl.py", line 1382, in do_handshake self._sslobj.do_handshake() ssl.SSLEOFError: [SSL: UNEXPECTED_EOF_WHILE_READING] EOF occurred in violation of protocol (_ssl.c:1006)

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/requests/adapters.py", line 489, in send resp = conn.urlopen( ^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/urllib3/connectionpool.py", line 802, in urlopen retries = retries.increment( ^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/urllib3/util/retry.py", line 594, in increment raise MaxRetryError(_pool, url, error or ResponseError(cause)) urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='github.com', port=443): Max retries exceeded with url: /richzhang/PerceptualSimilarity/raw/c33f89e9f46522a584cf41d8880eb0afa982708b/lpips/weights/v0.1/alex.pth (Caused by SSLError(SSLEOFError(8, '[SSL: UNEXPECTED_EOF_WHILE_READING] EOF occurred in violation of protocol (_ssl.c:1006)')))

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "/home/hrw/anaconda3/envs/wildGS/bin/nerfbaselines", line 8, in sys.exit(main()) ^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/click/core.py", line 1157, in call return self.main(args, kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/click/core.py", line 1078, in main rv = self.invoke(ctx) ^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/click/core.py", line 1688, in invoke return _process_result(sub_ctx.command.invoke(sub_ctx)) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/nerfbaselines/cli/_common.py", line 499, in invoke return super().invoke(ctx) ^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/click/core.py", line 1434, in invoke return ctx.invoke(self.callback, ctx.params) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/click/core.py", line 783, in invoke return __callback(args, kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/nerfbaselines/cli/_common.py", line 440, in wrapped raise e File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/nerfbaselines/cli/_common.py", line 433, in wrapped return fn(*args, *kwargs) ^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/nerfbaselines/cli/_train.py", line 148, in train_command trainer.train() File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/nerfbaselines/training.py", line 792, in train self.eval_few() File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/nerfbaselines/training.py", line 834, in eval_few eval_few(self.method, logger, dataset_slice, split="train", step=self.step, evaluation_protocol=self._evaluation_protocol) File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/nerfbaselines/training.py", line 315, in eval_few _metrics = evaluation_protocol.evaluate(predictions, dataset_slice) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/nerfbaselines/evaluation.py", line 245, in evaluate return compute_metrics(pred_f[None], gt_f[None], run_lpips_vgg=self._lpips_vgg, reduce=True) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/nerfbaselines/backends/_common.py", line 289, in wrapped return Backend.current.static_call(f"{fn.module}:{fn.name}", args, kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/nerfbaselines/backends/_common.py", line 225, in static_call return fn(*args, kwargs) ^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/nerfbaselines/evaluation.py", line 115, in compute_metrics "lpips": reduction(metrics.lpips(gt, pred)), ^^^^^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/nerfbaselines/metrics.py", line 419, in lpips_alex return _lpips(a, b, net="alex") ^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/nerfbaselines/metrics.py", line 382, in _lpips lp_net = LPIPS(net=net, version=version) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/nerfbaselines/_metrics_lpips.py", line 133, in init response = requests.get(model_url) ^^^^^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/requests/api.py", line 73, in get return request("get", url, params=params, kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/requests/api.py", line 59, in request return session.request(method=method, url=url, kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/requests/sessions.py", line 587, in request resp = self.send(prep, send_kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/requests/sessions.py", line 701, in send r = adapter.send(request, **kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/hrw/anaconda3/envs/wildGS/lib/python3.11/site-packages/requests/adapters.py", line 563, in send raise SSLError(e, request=request) requests.exceptions.SSLError: HTTPSConnectionPool(host='github.com', port=443): Max retries exceeded with url: /richzhang/PerceptualSimilarity/raw/c33f89e9f46522a584cf41d8880eb0afa982708b/lpips/weights/v0.1/alex.pth (Caused by SSLError(SSLEOFError(8, '[SSL: UNEXPECTED_EOF_WHILE_READING] EOF occurred in violation of protocol (_ssl.c:1006)')))

jkulhanek / wild-gaussians

question about train #32