From 76df2ff0d7d5ade55f5954bfc5827c3a36dd90aa Mon Sep 17 00:00:00 2001 From: Gabriel Ilharco Date: Fri, 29 Sep 2023 22:36:48 +0000 Subject: [PATCH 01/17] Add B/32 and B/16 trained on DC-1B --- src/open_clip/pretrained.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/src/open_clip/pretrained.py b/src/open_clip/pretrained.py index 1465a2325..728755a2e 100644 --- a/src/open_clip/pretrained.py +++ b/src/open_clip/pretrained.py @@ -84,6 +84,8 @@ def _pcfg(url='', hf_hub='', mean=None, std=None): laion2b_e16=_pcfg( "https://github.com/mlfoundations/open_clip/releases/download/v0.2-weights/vit_b_32-laion2b_e16-af8dbd0c.pth"), laion2b_s34b_b79k=_pcfg(hf_hub='laion/CLIP-ViT-B-32-laion2B-s34B-b79K/'), + # DataComp-XL models + datacomp_xl_s13b_b90k=_pcfg(hf_hub='laion/CLIP-ViT-B-32-DataComp.XL-s13B-b90K/'), # DataComp-M models datacomp_m_s128m_b4k=_pcfg(hf_hub='laion/CLIP-ViT-B-32-DataComp.M-s128M-b4K/'), commonpool_m_clip_s128m_b4k=_pcfg(hf_hub='laion/CLIP-ViT-B-32-CommonPool.M.clip-s128M-b4K/'), @@ -119,6 +121,8 @@ def _pcfg(url='', hf_hub='', mean=None, std=None): laion400m_e32=_pcfg( "https://github.com/mlfoundations/open_clip/releases/download/v0.2-weights/vit_b_16-laion400m_e32-55e67d44.pt"), laion2b_s34b_b88k=_pcfg(hf_hub='laion/CLIP-ViT-B-16-laion2B-s34B-b88K/'), + # DataComp-XL models + datacomp_xl_s13b_b90k=_pcfg(hf_hub='laion/CLIP-ViT-B-16-DataComp.XL-s13B-b90K/'), # DataComp-L models datacomp_l_s1b_b8k=_pcfg(hf_hub='laion/CLIP-ViT-B-16-DataComp.L-s1B-b8K/'), commonpool_l_clip_s1b_b8k=_pcfg(hf_hub='laion/CLIP-ViT-B-16-CommonPool.L.clip-s1B-b8K/'), From 4d393f5c6e65a80a47e3238edba38eb2b40340bc Mon Sep 17 00:00:00 2001 From: Mehdi Cherti Date: Sat, 30 Sep 2023 18:36:12 +0200 Subject: [PATCH 02/17] Add CLIP-ViT-B-32-256x256-DataComp-s34B-b86K (#651) * add laion/CLIP-ViT-B-32-256x256-DataComp-s34B-b86K * add vitb32 256x256 datacomp 34B samples seen model --- src/open_clip/model_configs/ViT-B-32-256.json | 16 ++++++++++++++++ src/open_clip/pretrained.py | 5 +++++ 2 files changed, 21 insertions(+) create mode 100644 src/open_clip/model_configs/ViT-B-32-256.json diff --git a/src/open_clip/model_configs/ViT-B-32-256.json b/src/open_clip/model_configs/ViT-B-32-256.json new file mode 100644 index 000000000..80a2597d8 --- /dev/null +++ b/src/open_clip/model_configs/ViT-B-32-256.json @@ -0,0 +1,16 @@ +{ + "embed_dim": 512, + "vision_cfg": { + "image_size": 256, + "layers": 12, + "width": 768, + "patch_size": 32 + }, + "text_cfg": { + "context_length": 77, + "vocab_size": 49408, + "width": 512, + "heads": 8, + "layers": 12 + } +} diff --git a/src/open_clip/pretrained.py b/src/open_clip/pretrained.py index 728755a2e..1735cad40 100644 --- a/src/open_clip/pretrained.py +++ b/src/open_clip/pretrained.py @@ -113,6 +113,10 @@ def _pcfg(url='', hf_hub='', mean=None, std=None): "https://github.com/mlfoundations/open_clip/releases/download/v0.2-weights/vit_b_32-quickgelu-laion400m_e32-46683a32.pt"), ) +_VITB32_256 = dict( + datacomp_s34b_b86k=_pcfg(hf_hub='laion/CLIP-ViT-B-32-256x256-DataComp-s34B-b86K/'), +) + _VITB16 = dict( openai=_pcfg( "https://openaipublic.azureedge.net/clip/models/5806e77cd80f8b59890b7e101eabd078d9fb84e6937f9e85e4ecb61988df416f/ViT-B-16.pt"), @@ -237,6 +241,7 @@ def _pcfg(url='', hf_hub='', mean=None, std=None): "RN50x16": _RN50x16, "RN50x64": _RN50x64, "ViT-B-32": _VITB32, + "ViT-B-32-256": _VITB32_256, "ViT-B-32-quickgelu": _VITB32_quickgelu, "ViT-B-16": _VITB16, "ViT-B-16-plus-240": _VITB16_PLUS_240, From 344068a64ce16d2fdd05cfdcc179cc8781ec9def Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Gabriel=20Ilharco=20Magalh=C3=A3es?= Date: Tue, 3 Oct 2023 18:32:39 +0200 Subject: [PATCH 03/17] Add table with results in README and overall clarify it (#652) * README revamp * update docs * update readme * update readme * update readme * Add results table * update table * update readme * update readme * update readme --- README.md | 361 +++++--------------------------------- docs/LOW_ACC.md | 38 ++++ docs/PRETRAINED.md | 148 ++++++++++++++++ docs/openclip_results.csv | 91 ++++++++++ 4 files changed, 321 insertions(+), 317 deletions(-) create mode 100644 docs/LOW_ACC.md create mode 100644 docs/PRETRAINED.md create mode 100644 docs/openclip_results.csv diff --git a/README.md b/README.md index 4922e47b8..6cb3767cd 100644 --- a/README.md +++ b/README.md @@ -1,49 +1,34 @@ # OpenCLIP -[[Paper]](https://arxiv.org/abs/2212.07143) [[Clip Colab]](https://colab.research.google.com/github/mlfoundations/open_clip/blob/master/docs/Interacting_with_open_clip.ipynb) [[Coca Colab]](https://colab.research.google.com/github/mlfoundations/open_clip/blob/master/docs/Interacting_with_open_coca.ipynb) +[[Paper]](https://arxiv.org/abs/2212.07143) [[Citations]](#citing) [[Clip Colab]](https://colab.research.google.com/github/mlfoundations/open_clip/blob/master/docs/Interacting_with_open_clip.ipynb) [[Coca Colab]](https://colab.research.google.com/github/mlfoundations/open_clip/blob/master/docs/Interacting_with_open_coca.ipynb) [![pypi](https://img.shields.io/pypi/v/open_clip_torch.svg)](https://pypi.python.org/pypi/open_clip_torch) Welcome to an open source implementation of OpenAI's [CLIP](https://arxiv.org/abs/2103.00020) (Contrastive Language-Image Pre-training). -The goal of this repository is to enable training models with contrastive image-text supervision, and to investigate their properties such as robustness to distribution shift. Our starting point is an implementation of CLIP that matches the accuracy of the original CLIP models when trained on the same dataset. -Specifically, a ResNet-50 model trained with our codebase on OpenAI's [15 million image subset of YFCC](https://github.com/openai/CLIP/blob/main/data/yfcc100m.md) achieves **32.7%** top-1 accuracy on ImageNet. OpenAI's CLIP model reaches **31.3%** when trained on the same subset of YFCC. For ease of experimentation, we also provide code for training on the 3 million images in the [Conceptual Captions](https://ai.google.com/research/ConceptualCaptions/download) dataset, where a ResNet-50x4 trained with our codebase reaches 22.2% top-1 ImageNet accuracy. - -We further this with a replication study on a dataset of comparable size to OpenAI's, [LAION-400M](https://arxiv.org/abs/2111.02114), and with larger datasets such as [LAION-2B](https://laion.ai/blog/laion-5b/) and [DataComp-1B](https://arxiv.org/abs/2304.14108) datasets. In addition, we study scaling behavior in a paper on [reproducible scaling laws for contrastive language-image learning](https://arxiv.org/abs/2212.07143). - -We have trained the following ViT CLIP models: - * ViT-B/32 on LAION-400M with a accuracy of **62.9%**, comparable to OpenAI's **63.2%**, zero-shot top-1 on ImageNet-1k - * ViT-B/32 on LAION-2B with a accuracy of **66.6%**. - * ViT-B/16 on LAION-400M achieving an accuracy of **67.1%**, lower than OpenAI's **68.3%** (as measured here, 68.6% in paper) - * ViT-B/16+ 240x240 (~50% more FLOPS than B/16 224x224) on LAION-400M achieving an accuracy of **69.2%** - * ViT-B/16 on LAION-2B with a accuracy of **70.2%**. - * ViT-L/14 on LAION-400M with an accuracy of **72.77%**, vs OpenAI's **75.5%** (as measured here, 75.3% in paper) - * ViT-L/14 on LAION-2B with an accuracy of **75.3%**, vs OpenAI's **75.5%** (as measured here, 75.3% in paper) - * ViT-L/14 on [DataComp-1B](https://github.com/mlfoundations/datacomp) with an accuracy of **79.2%**. Our best ViT-L/14 so far, trained with a 13B samples seen schedule. - * CoCa ViT-L/14 on LAION-2B with an accuracy of **75.5%** (currently only 13B samples seen) vs. CLIP ViT-L/14 73.1% (on the same dataset and samples seen) - * ViT-H/14 on LAION-2B with an accuracy of **78.0%**. - * ViT-g/14 on LAION-2B with an accuracy of **76.6%**. This was trained on reduced 12B samples seen schedule, same samples seen as 400M models. - * ViT-g/14 on LAION-2B with an accuracy of **78.5%**. Full 34B samples seen schedule. - * ViT-G/14 on LAION-2B with an accuracy of **80.1%**. The best in1k zero-shot for released, open-source weights thus far. - -And the following ConvNeXt CLIP models: - * ConvNext-Base @ 224x224 on LAION-400M with an ImageNet-1k zero-shot top-1 of **66.3%** - * ConvNext-Base (W) @ 256x256 on LAION-2B with an ImageNet-1k zero-shot top-1 of **70.8%** - * ConvNext-Base (W) @ 256x256 /w augreg (extra augmentation + regularization) on LAION-2B with a top-1 of **71.5%** - * ConvNext-Base (W) @ 256x256 on LAION-A (900M sample aesthetic subset of 2B) with a top-1 of **71.0%** - * ConvNext-Base (W) @ 320x320 on LAION-A with a top-1 of **71.7%** (eval at 384x384 is **71.0**) - * ConvNext-Base (W) @ 320x320 /w augreg on LAION-A with a top-1 of **71.3%** (eval at 384x384 is **72.2%**) - * ConvNext-Large (D) @ 256x256 /w augreg on LAION-2B with a top-1 of **75.9%** - * ConvNext-Large (D) @ 320x320 fine-tune of 256x256 weights above for ~2.5B more samples on LAION-2B, top-1 of **76.6%** - * ConvNext-Large (D) @ 320x320 soup of 3 fine-tunes of 256x256 weights above on LAION-2B, top-1 of **76.9%** - * ConvNext-XXLarge @ 256x256 original run **79.1%** - * ConvNext-XXLarge @ 256x256 rewind of last 10% **79.3%** - * ConvNext-XXLarge @ 256x256 soup of original + rewind **79.4%** - -Model cards w/ additional model specific details can be found on the Hugging Face Hub under the OpenCLIP library tag: https://huggingface.co/models?library=open_clip - -As we describe in more detail [below](#why-are-low-accuracy-clip-models-interesting), CLIP models in a medium accuracy regime already allow us to draw conclusions about the robustness of larger CLIP models since the models follow [reliable scaling laws](https://arxiv.org/abs/2107.04649). - -This codebase is work in progress, and we invite all to contribute in making it more accessible and useful. In the future, we plan to add support for TPU training and release larger models. We hope this codebase facilitates and promotes further research in contrastive image-text learning. Please submit an issue or send an email if you have any other requests or suggestions. +Using this codebase, we have trained several models on a variety of data sources and compute budgets, ranging from [small-scale experiments](docs/LOW_ACC.md) to larger runs including models trained on datasets such as [LAION-400M](https://arxiv.org/abs/2111.02114), [LAION-2B](https://arxiv.org/abs/2210.08402) and [DataComp-1B](https://arxiv.org/abs/2304.14108). +Many of our models and their scaling properties are studied in detail in the paper [reproducible scaling laws for contrastive language-image learning](https://arxiv.org/abs/2212.07143). +Some of our best models and their zero-shot ImageNet-1k accuracy are shown below, along with the ViT-L model trained by OpenAI. +We provide more details about our full collection of pretrained models [here](docs/PRETRAINED.md), and zero-shot results for 38 datasets [here](docs/openclip_results.csv). + + +| Model | Training data | Resolution | # of samples seen | ImageNet zero-shot acc. | +| -------- | ------- | ------- | ------- | ------- | +| ConvNext-Base | LAION-2B | 256px | 13B | 71.5% | +| ConvNext-Large | LAION-2B | 320px | 29B | 76.9% | +| ConvNext-XXLarge | LAION-2B | 256px | 34B | 79.5% | +| ViT-B/32 | DataComp-1B | 256px | 34B | 72.8% | +| ViT-B/16 | DataComp-1B | 224px | 13B | 73.5% | +| ViT-L/14 | LAION-2B | 224px | 32B | 75.3% | +| ViT-H/14 | LAION-2B | 224px | 32B | 78.0% | +| ViT-L/14 | DataComp-1B | 224px | 13B | 79.2% | +| ViT-G/14 | LAION-2B | 224px | 34B | 80.1% | +| | | | | | +| ViT-L/14 | OpenAI's WIT | 224px | 13B | 75.5% | + +Model cards with additional model specific details can be found on the Hugging Face Hub under the OpenCLIP library tag: https://huggingface.co/models?library=open_clip. + +If you found this repository useful, please consider [citing](#citing). +We welcome anyone to submit an issue or send an email if you have any other requests or suggestions. Note that portions of `src/open_clip/` modelling and tokenizer code are adaptations of OpenAI's official [repository](https://github.com/openai/CLIP). @@ -80,21 +65,36 @@ with torch.no_grad(), torch.cuda.amp.autocast(): print("Label probs:", text_probs) # prints: [[1., 0., 0.]] ``` -See also this [[Clip Colab]](https://colab.research.google.com/github/mlfoundations/open_clip/blob/master/docs/Interacting_with_open_clip.ipynb) + +See also this [[Clip Colab]](https://colab.research.google.com/github/mlfoundations/open_clip/blob/master/docs/Interacting_with_open_clip.ipynb). To compute billions of embeddings efficiently, you can use [clip-retrieval](https://github.com/rom1504/clip-retrieval) which has openclip support. +### Pretrained models + +We offer a simple model interface to instantiate both pre-trained and untrained models. +To see which pretrained models are available, use the following code snippet. +More details about our pretrained models are available [here](docs/PRETRAINED.md). + +```python +>>> import open_clip +>>> open_clip.list_pretrained() +``` + +NOTE: Many existing checkpoints use the QuickGELU activation from the original OpenAI models. This activation is actually less efficient than native torch.nn.GELU in recent versions of PyTorch. The model defaults are now nn.GELU, so one should use model definitions with `-quickgelu` postfix for the OpenCLIP pretrained weights. All OpenAI pretrained weights will always default to QuickGELU. One can also use the non `-quickgelu` model definitions with pretrained weights using QuickGELU but there will be an accuracy drop, for fine-tune that will likely vanish for longer runs. +Future trained models will use nn.GELU. + ## Fine-tuning on classification tasks This repository is focused on training CLIP models. To fine-tune a *trained* zero-shot model on a downstream classification task such as ImageNet, please see [our other repository: WiSE-FT](https://github.com/mlfoundations/wise-ft). The [WiSE-FT repository](https://github.com/mlfoundations/wise-ft) contains code for our paper on [Robust Fine-tuning of Zero-shot Models](https://arxiv.org/abs/2109.01903), in which we introduce a technique for fine-tuning zero-shot models while preserving robustness under distribution shift. ## Data -To download datasets as webdataset, we recommend [img2dataset](https://github.com/rom1504/img2dataset) +To download datasets as webdataset, we recommend [img2dataset](https://github.com/rom1504/img2dataset). ### Conceptual Captions -See [cc3m img2dataset example](https://github.com/rom1504/img2dataset/blob/main/dataset_examples/cc3m.md) +See [cc3m img2dataset example](https://github.com/rom1504/img2dataset/blob/main/dataset_examples/cc3m.md). ### YFCC and other datasets @@ -442,246 +442,6 @@ python -m training.main \ --pretrained laion400m_e32 ``` -## Pretrained model details - -### LAION-400M - https://laion.ai/laion-400-open-dataset - -We are working on reproducing OpenAI's ViT results with the comparably sized (and open) LAION-400M dataset. Trained -weights may be found in release [v0.2](https://github.com/mlfoundations/open_clip/releases/tag/v0.2-weights). - -The LAION400M weights have been trained on the JUWELS supercomputer (see acknowledgements section below). - -#### ViT-B/32 224x224 - -We replicate OpenAI's results on ViT-B/32, reaching a top-1 ImageNet-1k zero-shot accuracy of 62.96%. - - - -__Zero-shot comparison (courtesy of Andreas Fürst)__ - - -ViT-B/32 was trained with 128 A100 (40 GB) GPUs for ~36 hours, 4600 GPU-hours. The per-GPU batch size was 256 for a global batch size of 32768. 256 is much lower than it could have been (~320-384) due to being sized initially before moving to 'local' contrastive loss. - -#### ViT-B/16 224x224 - -The B/16 LAION400M training reached a top-1 ImageNet-1k zero-shot validation score of 67.07. - - - -This was the first major train session using the updated webdataset 0.2.x code. A bug was found that prevented shards from being shuffled properly between nodes/workers each epoch. This was fixed part way through training (epoch 26) but likely had an impact. - -ViT-B/16 was trained with 176 A100 (40 GB) GPUS for ~61 hours, 10700 GPU-hours. Batch size per GPU was 192 for a global batch size of 33792. - -#### ViT-B/16+ 240x240 - -The B/16+ 240x240 LAION400M training reached a top-1 ImageNet-1k zero-shot validation score of 69.21. - -This model is the same depth as the B/16, but increases the - * vision width from 768 -> 896 - * text width from 512 -> 640 - * the resolution 224x224 -> 240x240 (196 -> 225 tokens) - - - -Unlike the B/16 run above, this model was a clean run with no dataset shuffling issues. - -ViT-B/16+ was trained with 224 A100 (40 GB) GPUS for ~61 hours, 13620 GPU-hours. Batch size per GPU was 160 for a global batch size of 35840. - -#### ViT-L/14 224x224 - -The L/14 LAION-400M training reached a top-1 ImageNet-1k zero-shot validation score of 72.77. - - - -ViT-L/14 was trained with 400 A100 (40 GB) GPUS for ~127 hours, 50800 GPU-hours. Batch size per GPU was 96 for a global batch size of 38400. Grad checkpointing was enabled. - -### LAION-2B (en) - https://laion.ai/laion-5b-a-new-era-of-open-large-scale-multi-modal-datasets/ - -A ~2B sample subset of LAION-5B with english captions (https://huggingface.co/datasets/laion/laion2B-en) - -#### ViT-B/32 224x224 -A ViT-B/32 trained on LAION-2B, reaching a top-1 ImageNet-1k zero-shot accuracy of 65.62%. - - - -ViT-B/32 was trained with 112 A100 (40 GB) GPUs. The per-GPU batch size was 416 for a global batch size of 46592. Compute generously provided by [stability.ai](https://stability.ai/). - -A second iteration of B/32 was trained on stability.ai cluster with a larger global batch size and learning rate, hitting 66.6% top-1. See https://huggingface.co/laion/CLIP-ViT-B-32-laion2B-s34B-b79K - -#### ViT-L/14 224x224 - -A ViT-L/14 with a 75.3% top-1 ImageNet-1k zero-shot was trained on JUWELS Booster. See model details here https://huggingface.co/laion/CLIP-ViT-L-14-laion2B-s32B-b82K - -These weights use a different dataset mean and std than others. Instead of using the OpenAI mean & std, inception style normalization `[-1, 1]` is used via a mean and std of `[0.5, 0.5, 0.5]`. This is handled automatically if using `open_clip.create_model_and_transforms` from pretrained weights. - -#### ViT-H/14 224x224 - -A ViT-H/14 with a 78.0% top-1 ImageNet-1k zero-shot was trained on JUWELS Booster. See model details here https://huggingface.co/laion/CLIP-ViT-H-14-laion2B-s32B-b79K - -#### ViT-g/14 224x224 - -A ViT-g/14 with a 76.6% top-1 ImageNet-1k zero-shot was trained on JUWELS Booster. See model details here https://huggingface.co/laion/CLIP-ViT-g-14-laion2B-s12B-b42K - -This model was trained with a shorted schedule than other LAION-2B models with 12B samples seen instead of 32+B. It matches LAION-400M training in samples seen. Many zero-shot results are lower as a result, but despite this it performs very well in some OOD zero-shot and retrieval tasks. - - -#### ViT-B/32 roberta base - -A ViT-B/32 with roberta base encoder with a 61.7% top-1 ImageNet-1k zero-shot was trained on stability. See model details here https://huggingface.co/laion/CLIP-ViT-B-32-roberta-base-laion2B-s12B-b32k -This is the first openclip model using a HF text tower. It has better performance on a range of tasks compared to the standard text encoder, see [metrics](https://huggingface.co/laion/CLIP-ViT-B-32-roberta-base-laion2B-s12B-b32k/blob/main/unknown.png) - -#### ViT-B/32 xlm roberta base - -A ViT-B/32 with xlm roberta base encoder with a 62.33% top-1 ImageNet-1k zero-shot was trained on stability. See model details here https://huggingface.co/laion/CLIP-ViT-B-32-xlm-roberta-base-laion5B-s13B-b90k -This is the first openclip model trained on the full laion5B dataset; hence the first multilingual clip trained with openclip. It has better performance on a range of tasks compared to the standard text encoder, see [metrics](https://huggingface.co/laion/CLIP-ViT-B-32-xlm-roberta-base-laion5B-s13B-b90k/blob/main/metrics.png) -A preliminary multilingual evaluation was run: 43% on imagenet1k italian (vs 21% for english B/32), 37% for imagenet1k japanese (vs 1% for english B/32 and 50% for B/16 clip japanese). It shows the multilingual property is indeed there as expected. Larger models will get even better performance. - -#### ViT-H/14 xlm roberta large - -A ViT-H/14 with xlm roberta large encoder with a 77.0% (vs 78% for the english equivalent) top-1 ImageNet-1k zero-shot was trained on stability. See model details here https://huggingface.co/laion/CLIP-ViT-H-14-frozen-xlm-roberta-large-laion5B-s13B-b90k - -This model was trained following the [LiT](https://arxiv.org/abs/2111.07991) methodology: the image tower was frozen (initialized from english openclip ViT-H/14), the text tower was initialized from [xlm roberta large](https://huggingface.co/xlm-roberta-large) and unfrozen. This reduced training cost by a 3x factor. - -See full english [metrics](https://huggingface.co/laion/CLIP-ViT-H-14-frozen-xlm-roberta-large-laion5B-s13B-b90k/resolve/main/results_xlm_roberta_large.png) - -On zero shot classification on imagenet with translated prompts this model reaches: - -* 56% in italian (vs 21% for https://github.com/clip-italian/clip-italian) -* 53% in japanese (vs 54.6% for https://github.com/rinnakk/japanese-clip) -* 55.7% in chinese (to be compared with https://github.com/OFA-Sys/Chinese-CLIP) - - -### CommonPool and DataComp models - -As part of [DataComp](https://github.com/mlfoundations/datacomp), we trained models on CommonPool using various data filtering strategies. - -The best performing models are specified below for the xlarge scale, see our paper [DataComp: In seearch of the next generation of multimodal datasets](https://arxiv.org/abs/2304.14108) for more details. - -Additional models and more information can be found at [/docs/datacomp_models.md](/docs/datacomp_models.md). - - -* `datacomp_xl_s13b_b90k`: A ViT-L/14 trained on DataComp-1B for 12.8B steps and batch size 90k. Achieves 79.2% zero-shot accuracy on ImageNet. Available at https://huggingface.co/laion/CLIP-ViT-L-14-DataComp.XL-s13B-b90K. - -* `commonpool_xl_clip_s13b_b90k`: A ViT-L/14 trained on CommonPool-XL filtered using CLIP scores, for 12.8B steps and batch size 90k. Achieves 76.4% zero-shot accuracy on ImageNet. Available at https://huggingface.co/laion/CLIP-ViT-L-14-CommonPool.XL.clip-s13B-b90K. - -* `commonpool_xl_laion_s13b_b90k`: A ViT-L/14 trained on CommonPool-XL filtered using the LAION-2B filtering scheme, for 12.8B steps and batch size 90k. Achieves 75.5% zero-shot accuracy on ImageNet. Available at https://huggingface.co/laion/CLIP-ViT-L-14-CommonPool.XL.laion-s13B-b90K. - -* `commonpool_xl_s13b_b90k`: A ViT-L/14 trained on CommonPool-XL without any filtering, for 12.8B steps and batch size 90k. Achieves 72.3% zero-shot accuracy on ImageNet. Available at https://huggingface.co/laion/CLIP-ViT-L-14-CommonPool.XL-s13B-b90K. - - -#### YFCC-15M - -Below are checkpoints of models trained on YFCC-15M, along with their zero-shot top-1 accuracies on ImageNet and ImageNetV2. These models were trained using 8 GPUs and the same hyperparameters described in the "Sample running code" section, with the exception of `lr=5e-4` and `epochs=32`. - -* [ResNet-50](https://github.com/mlfoundations/open_clip/releases/download/v0.2-weights/rn50-quickgelu-yfcc15m-455df137.pt) (32.7% / 27.9%) -* [ResNet-101](https://github.com/mlfoundations/open_clip/releases/download/v0.2-weights/rn101-quickgelu-yfcc15m-3e04b30e.pt) (34.8% / 30.0%) - -#### CC12M - https://github.com/google-research-datasets/conceptual-12m - -* [ResNet-50](https://github.com/mlfoundations/open_clip/releases/download/v0.2-weights/rn50-quickgelu-cc12m-f000538c.pt) (36.45%) - -### Pretrained Model Interface - -We offer a simple model interface to instantiate both pre-trained and untrained models. - -NOTE: Many existing checkpoints use the QuickGELU activation from the original OpenAI models. This activation is actually less efficient than native torch.nn.GELU in recent versions of PyTorch. The model defaults are now nn.GELU, so one should use model definitions with `-quickgelu` postfix for the OpenCLIP pretrained weights. All OpenAI pretrained weights will always default to QuickGELU. One can also use the non `-quickgelu` model definitions with pretrained weights using QuickGELU but there will be an accuracy drop, for fine-tune that will likely vanish for longer runs. - -Future trained models will use nn.GELU. - -```python ->>> import open_clip ->>> open_clip.list_pretrained() -[('RN50', 'openai'), -('RN50', 'yfcc15m'), -('RN50', 'cc12m'), -('RN50-quickgelu', 'openai'), -('RN50-quickgelu', 'yfcc15m'), -('RN50-quickgelu', 'cc12m'), -('RN101', 'openai'), -('RN101', 'yfcc15m'), -('RN101-quickgelu', 'openai'), -('RN101-quickgelu', 'yfcc15m'), -('RN50x4', 'openai'), -('RN50x16', 'openai'), -('RN50x64', 'openai'), -('ViT-B-32', 'openai'), -('ViT-B-32', 'laion400m_e31'), -('ViT-B-32', 'laion400m_e32'), -('ViT-B-32', 'laion2b_e16'), -('ViT-B-32', 'laion2b_s34b_b79k'), -('ViT-B-32', 'datacomp_m_s128m_b4k'), -('ViT-B-32', 'commonpool_m_clip_s128m_b4k'), -('ViT-B-32', 'commonpool_m_laion_s128m_b4k'), -('ViT-B-32', 'commonpool_m_image_s128m_b4k'), -('ViT-B-32', 'commonpool_m_text_s128m_b4k'), -('ViT-B-32', 'commonpool_m_basic_s128m_b4k'), -('ViT-B-32', 'commonpool_m_s128m_b4k'), -('ViT-B-32', 'datacomp_s_s13m_b4k'), -('ViT-B-32', 'commonpool_s_clip_s13m_b4k'), -('ViT-B-32', 'commonpool_s_laion_s13m_b4k'), -('ViT-B-32', 'commonpool_s_image_s13m_b4k'), -('ViT-B-32', 'commonpool_s_text_s13m_b4k'), -('ViT-B-32', 'commonpool_s_basic_s13m_b4k'), -('ViT-B-32', 'commonpool_s_s13m_b4k'), -('ViT-B-32-quickgelu', 'openai'), -('ViT-B-32-quickgelu', 'laion400m_e31'), -('ViT-B-32-quickgelu', 'laion400m_e32'), -('ViT-B-16', 'openai'), -('ViT-B-16', 'laion400m_e31'), -('ViT-B-16', 'laion400m_e32'), -('ViT-B-16', 'laion2b_s34b_b88k'), -('ViT-B-16', 'datacomp_l_s1b_b8k'), -('ViT-B-16', 'commonpool_l_clip_s1b_b8k'), -('ViT-B-16', 'commonpool_l_laion_s1b_b8k'), -('ViT-B-16', 'commonpool_l_image_s1b_b8k'), -('ViT-B-16', 'commonpool_l_text_s1b_b8k'), -('ViT-B-16', 'commonpool_l_basic_s1b_b8k'), -('ViT-B-16', 'commonpool_l_s1b_b8k'), -('ViT-B-16-plus-240', 'laion400m_e31'), -('ViT-B-16-plus-240', 'laion400m_e32'), -('ViT-L-14', 'openai'), -('ViT-L-14', 'laion400m_e31'), -('ViT-L-14', 'laion400m_e32'), -('ViT-L-14', 'laion2b_s32b_b82k'), -('ViT-L-14', 'datacomp_xl_s13b_b90k'), -('ViT-L-14', 'commonpool_xl_clip_s13b_b90k'), -('ViT-L-14', 'commonpool_xl_laion_s13b_b90k'), -('ViT-L-14', 'commonpool_xl_s13b_b90k'), -('ViT-L-14-336', 'openai'), -('ViT-H-14', 'laion2b_s32b_b79k'), -('ViT-g-14', 'laion2b_s12b_b42k'), -('ViT-g-14', 'laion2b_s34b_b88k'), -('ViT-bigG-14', 'laion2b_s39b_b160k'), -('roberta-ViT-B-32', 'laion2b_s12b_b32k'), -('xlm-roberta-base-ViT-B-32', 'laion5b_s13b_b90k'), -('xlm-roberta-large-ViT-H-14', 'frozen_laion5b_s13b_b90k'), -('convnext_base', 'laion400m_s13b_b51k'), -('convnext_base_w', 'laion2b_s13b_b82k'), -('convnext_base_w', 'laion2b_s13b_b82k_augreg'), -('convnext_base_w', 'laion_aesthetic_s13b_b82k'), -('convnext_base_w_320', 'laion_aesthetic_s13b_b82k'), -('convnext_base_w_320', 'laion_aesthetic_s13b_b82k_augreg'), -('convnext_large_d', 'laion2b_s26b_b102k_augreg'), -('convnext_large_d_320', 'laion2b_s29b_b131k_ft'), -('convnext_large_d_320', 'laion2b_s29b_b131k_ft_soup'), -('convnext_xxlarge', 'laion2b_s34b_b82k_augreg'), -('convnext_xxlarge', 'laion2b_s34b_b82k_augreg_rewind'), -('convnext_xxlarge', 'laion2b_s34b_b82k_augreg_soup'), -('coca_ViT-B-32', 'laion2b_s13b_b90k'), -('coca_ViT-B-32', 'mscoco_finetuned_laion2b_s13b_b90k'), -('coca_ViT-L-14', 'laion2b_s13b_b90k'), -('coca_ViT-L-14', 'mscoco_finetuned_laion2b_s13b_b90k'), -('EVA01-g-14', 'laion400m_s11b_b41k'), -('EVA01-g-14-plus', 'merged2b_s11b_b114k'), -('EVA02-B-16', 'merged2b_s8b_b131k'), -('EVA02-L-14', 'merged2b_s4b_b131k'), -('EVA02-L-14-336', 'merged2b_s6b_b61k'), -('EVA02-E-14', 'laion2b_s4b_b115k'), -('EVA02-E-14-plus', 'laion2b_s9b_b144k') -] - ->>> model, train_transform, eval_transform = open_clip.create_model_and_transforms('ViT-B-32', pretrained='laion2b_s34b_b79k') -``` ### Model distillation You can distill from a pre-trained by using `--distill-model` and `--distill-pretrained` to specify the model you'd like to distill from. @@ -735,40 +495,7 @@ The module `open_clip.push_to_hf_hub` includes helpers for pushing models /w wei The tool can be run from command line, ex: `python -m open_clip.push_to_hf_hub --model convnext_large_d_320 --pretrained /train/checkpoints/epoch_12.pt --repo-id laion/CLIP-convnext_large_d_320.laion2B-s29B-b131K-ft` -## Scaling trends - -The plot below shows how zero-shot performance of CLIP models varies as we scale the number of samples used for training. Zero-shot performance increases steadily for both ImageNet and [ImageNetV2](https://arxiv.org/abs/1902.10811), and is far from saturated at ~15M samples. - - - -## Why are low-accuracy CLIP models interesting? - -**TL;DR:** CLIP models have high effective robustness, even at small scales. - -CLIP models are particularly intriguing because they are more robust to natural distribution shifts (see Section 3.3 in the [CLIP paper](https://arxiv.org/abs/2103.00020)). -This phenomena is illustrated by the figure below, with ImageNet accuracy on the x-axis -and [ImageNetV2](https://arxiv.org/abs/1902.10811) (a reproduction of the ImageNet validation set with distribution shift) accuracy on the y-axis. -Standard training denotes training on the ImageNet train set and the CLIP zero-shot models -are shown as stars. - -![CLIP scatter plot](https://raw.githubusercontent.com/mlfoundations/open_clip/main/docs/effective_robustness.png) - -As observed by [Taori et al., 2020](https://arxiv.org/abs/2007.00644) and [Miller et al., 2021](https://arxiv.org/abs/2107.04649), the in-distribution -and out-of-distribution accuracies of models trained on ImageNet follow a predictable linear trend (the red line in the above plot). *Effective robustness* -quantifies robustness as accuracy beyond this baseline, i.e., how far a model lies above the red line. Ideally a model would not suffer from distribution shift and fall on the y = x line ([trained human labelers are within a percentage point of the y = x line](http://proceedings.mlr.press/v119/shankar20c.html)). - -Even though the CLIP models trained with -this codebase achieve much lower accuracy than those trained by OpenAI, our models still lie on the same -trend of improved effective robustness (the purple line). Therefore, we can study what makes -CLIP robust without requiring industrial-scale compute. - -For more information on effective robustness, please see: - -- [Recht et al., 2019](https://arxiv.org/abs/1902.10811). -- [Taori et al., 2020](https://arxiv.org/abs/2007.00644). -- [Miller et al., 2021](https://arxiv.org/abs/2107.04649). -To know more about the factors that contribute to CLIP's robustness refer to [Fang et al., 2022](https://arxiv.org/abs/2205.01397). ## Acknowledgments @@ -776,7 +503,7 @@ We gratefully acknowledge the Gauss Centre for Supercomputing e.V. (www.gauss-ce ## The Team -Current development of this repository is led by [Ross Wightman](https://rwightman.com/), [Cade Gordon](http://cadegordon.io/), and [Vaishaal Shankar](http://vaishaal.com/). +Current development of this repository is led by [Ross Wightman](https://rwightman.com/), [Romain Beaumont](https://github.com/rom1504), [Cade Gordon](http://cadegordon.io/), and [Vaishaal Shankar](http://vaishaal.com/). The original version of this repository is from a group of researchers at UW, Google, Stanford, Amazon, Columbia, and Berkeley. diff --git a/docs/LOW_ACC.md b/docs/LOW_ACC.md new file mode 100644 index 000000000..adcad6f22 --- /dev/null +++ b/docs/LOW_ACC.md @@ -0,0 +1,38 @@ +As we describe in more detail below, CLIP models in a medium accuracy regime already allow us to draw conclusions about the robustness of larger CLIP models since the models follow reliable scaling laws. + +[Cherti et al., 2022](https://arxiv.org/abs/2212.07143) and [Gadre et al., 2023](https://arxiv.org/abs/2304.14108) show additional discussions about the scaling behavior of CLIP models. + +## Scaling trends + +The plot below shows how zero-shot performance of CLIP models varies as we scale the number of samples used for training. Zero-shot performance increases steadily for both ImageNet and [ImageNetV2](https://arxiv.org/abs/1902.10811), and is far from saturated at ~15M samples. + + + +## Why are low-accuracy CLIP models interesting? + +**TL;DR:** CLIP models have high effective robustness, even at small scales. + +CLIP models are particularly intriguing because they are more robust to natural distribution shifts (see Section 3.3 in the [CLIP paper](https://arxiv.org/abs/2103.00020)). +This phenomena is illustrated by the figure below, with ImageNet accuracy on the x-axis +and [ImageNetV2](https://arxiv.org/abs/1902.10811) (a reproduction of the ImageNet validation set with distribution shift) accuracy on the y-axis. +Standard training denotes training on the ImageNet train set and the CLIP zero-shot models +are shown as stars. + +![CLIP scatter plot](https://raw.githubusercontent.com/mlfoundations/open_clip/main/docs/effective_robustness.png) + +As observed by [Taori et al., 2020](https://arxiv.org/abs/2007.00644) and [Miller et al., 2021](https://arxiv.org/abs/2107.04649), the in-distribution +and out-of-distribution accuracies of models trained on ImageNet follow a predictable linear trend (the red line in the above plot). *Effective robustness* +quantifies robustness as accuracy beyond this baseline, i.e., how far a model lies above the red line. Ideally a model would not suffer from distribution shift and fall on the y = x line ([trained human labelers are within a percentage point of the y = x line](http://proceedings.mlr.press/v119/shankar20c.html)). + +Even though the CLIP models trained with +this codebase achieve much lower accuracy than those trained by OpenAI, our models still lie on the same +trend of improved effective robustness (the purple line). Therefore, we can study what makes +CLIP robust without requiring industrial-scale compute. + +For more information on effective robustness, please see: + +- [Recht et al., 2019](https://arxiv.org/abs/1902.10811). +- [Taori et al., 2020](https://arxiv.org/abs/2007.00644). +- [Miller et al., 2021](https://arxiv.org/abs/2107.04649). + +To know more about the factors that contribute to CLIP's robustness refer to [Fang et al., 2022](https://arxiv.org/abs/2205.01397). \ No newline at end of file diff --git a/docs/PRETRAINED.md b/docs/PRETRAINED.md new file mode 100644 index 000000000..37eae61e8 --- /dev/null +++ b/docs/PRETRAINED.md @@ -0,0 +1,148 @@ +## Pretrained model results + +We evaluate the full collection of available models on a suite of 38 datasets in a zero-shot setting (i.e., without fine-tuning), following [Gadre et al., 2023](https://arxiv.org/abs/2304.14108). +Click below to see the full results. + +[Full results](docs/openclip_results.csv) + +## Pretrained model details + +Below are details for several of our pretrained models. + +### LAION-400M - https://laion.ai/laion-400-open-dataset + +We ran experiments in an attempt to reproduce OpenAI's ViT results with the comparably sized (and open) LAION-400M dataset. Trained +weights can be found in release [v0.2](https://github.com/mlfoundations/open_clip/releases/tag/v0.2-weights). + +The LAION400M weights have been trained on the JUWELS supercomputer (see acknowledgements section below). + +#### ViT-B/32 224x224 + +We replicate OpenAI's results on ViT-B/32, reaching a top-1 ImageNet-1k zero-shot accuracy of 62.96%. + + + +__Zero-shot comparison (courtesy of Andreas Fürst)__ + + +ViT-B/32 was trained with 128 A100 (40 GB) GPUs for ~36 hours, 4600 GPU-hours. The per-GPU batch size was 256 for a global batch size of 32768. 256 is much lower than it could have been (~320-384) due to being sized initially before moving to 'local' contrastive loss. + +#### ViT-B/16 224x224 + +The B/16 LAION400M training reached a top-1 ImageNet-1k zero-shot validation score of 67.07. + + + +This was the first major train session using the updated webdataset 0.2.x code. A bug was found that prevented shards from being shuffled properly between nodes/workers each epoch. This was fixed part way through training (epoch 26) but likely had an impact. + +ViT-B/16 was trained with 176 A100 (40 GB) GPUS for ~61 hours, 10700 GPU-hours. Batch size per GPU was 192 for a global batch size of 33792. + +#### ViT-B/16+ 240x240 + +The B/16+ 240x240 LAION400M training reached a top-1 ImageNet-1k zero-shot validation score of 69.21. + +This model is the same depth as the B/16, but increases the + * vision width from 768 -> 896 + * text width from 512 -> 640 + * the resolution 224x224 -> 240x240 (196 -> 225 tokens) + + + +Unlike the B/16 run above, this model was a clean run with no dataset shuffling issues. + +ViT-B/16+ was trained with 224 A100 (40 GB) GPUS for ~61 hours, 13620 GPU-hours. Batch size per GPU was 160 for a global batch size of 35840. + +#### ViT-L/14 224x224 + +The L/14 LAION-400M training reached a top-1 ImageNet-1k zero-shot validation score of 72.77. + + + +ViT-L/14 was trained with 400 A100 (40 GB) GPUS for ~127 hours, 50800 GPU-hours. Batch size per GPU was 96 for a global batch size of 38400. Grad checkpointing was enabled. + +### LAION-2B (en) - https://laion.ai/laion-5b-a-new-era-of-open-large-scale-multi-modal-datasets/ + +A ~2B sample subset of LAION-5B with english captions (https://huggingface.co/datasets/laion/laion2B-en) + +#### ViT-B/32 224x224 +A ViT-B/32 trained on LAION-2B, reaching a top-1 ImageNet-1k zero-shot accuracy of 65.62%. + + + +ViT-B/32 was trained with 112 A100 (40 GB) GPUs. The per-GPU batch size was 416 for a global batch size of 46592. Compute generously provided by [stability.ai](https://stability.ai/). + +A second iteration of B/32 was trained on stability.ai cluster with a larger global batch size and learning rate, hitting 66.6% top-1. See https://huggingface.co/laion/CLIP-ViT-B-32-laion2B-s34B-b79K + +#### ViT-L/14 224x224 + +A ViT-L/14 with a 75.3% top-1 ImageNet-1k zero-shot was trained on JUWELS Booster. See model details here https://huggingface.co/laion/CLIP-ViT-L-14-laion2B-s32B-b82K + +These weights use a different dataset mean and std than others. Instead of using the OpenAI mean & std, inception style normalization `[-1, 1]` is used via a mean and std of `[0.5, 0.5, 0.5]`. This is handled automatically if using `open_clip.create_model_and_transforms` from pretrained weights. + +#### ViT-H/14 224x224 + +A ViT-H/14 with a 78.0% top-1 ImageNet-1k zero-shot was trained on JUWELS Booster. See model details here https://huggingface.co/laion/CLIP-ViT-H-14-laion2B-s32B-b79K + +#### ViT-g/14 224x224 + +A ViT-g/14 with a 76.6% top-1 ImageNet-1k zero-shot was trained on JUWELS Booster. See model details here https://huggingface.co/laion/CLIP-ViT-g-14-laion2B-s12B-b42K + +This model was trained with a shorted schedule than other LAION-2B models with 12B samples seen instead of 32+B. It matches LAION-400M training in samples seen. Many zero-shot results are lower as a result, but despite this it performs very well in some OOD zero-shot and retrieval tasks. + + +#### ViT-B/32 roberta base + +A ViT-B/32 with roberta base encoder with a 61.7% top-1 ImageNet-1k zero-shot was trained on stability. See model details here https://huggingface.co/laion/CLIP-ViT-B-32-roberta-base-laion2B-s12B-b32k +This is the first openclip model using a HF text tower. It has better performance on a range of tasks compared to the standard text encoder, see [metrics](https://huggingface.co/laion/CLIP-ViT-B-32-roberta-base-laion2B-s12B-b32k/blob/main/unknown.png) + +#### ViT-B/32 xlm roberta base + +A ViT-B/32 with xlm roberta base encoder with a 62.33% top-1 ImageNet-1k zero-shot was trained on stability. See model details here https://huggingface.co/laion/CLIP-ViT-B-32-xlm-roberta-base-laion5B-s13B-b90k +This is the first openclip model trained on the full laion5B dataset; hence the first multilingual clip trained with openclip. It has better performance on a range of tasks compared to the standard text encoder, see [metrics](https://huggingface.co/laion/CLIP-ViT-B-32-xlm-roberta-base-laion5B-s13B-b90k/blob/main/metrics.png) +A preliminary multilingual evaluation was run: 43% on imagenet1k italian (vs 21% for english B/32), 37% for imagenet1k japanese (vs 1% for english B/32 and 50% for B/16 clip japanese). It shows the multilingual property is indeed there as expected. Larger models will get even better performance. + +#### ViT-H/14 xlm roberta large + +A ViT-H/14 with xlm roberta large encoder with a 77.0% (vs 78% for the english equivalent) top-1 ImageNet-1k zero-shot was trained on stability. See model details here https://huggingface.co/laion/CLIP-ViT-H-14-frozen-xlm-roberta-large-laion5B-s13B-b90k + +This model was trained following the [LiT](https://arxiv.org/abs/2111.07991) methodology: the image tower was frozen (initialized from english openclip ViT-H/14), the text tower was initialized from [xlm roberta large](https://huggingface.co/xlm-roberta-large) and unfrozen. This reduced training cost by a 3x factor. + +See full english [metrics](https://huggingface.co/laion/CLIP-ViT-H-14-frozen-xlm-roberta-large-laion5B-s13B-b90k/resolve/main/results_xlm_roberta_large.png) + +On zero shot classification on imagenet with translated prompts this model reaches: + +* 56% in italian (vs 21% for https://github.com/clip-italian/clip-italian) +* 53% in japanese (vs 54.6% for https://github.com/rinnakk/japanese-clip) +* 55.7% in chinese (to be compared with https://github.com/OFA-Sys/Chinese-CLIP) + + +#### YFCC-15M + +Below are checkpoints of models trained on YFCC-15M, along with their zero-shot top-1 accuracies on ImageNet and ImageNetV2. These models were trained using 8 GPUs and the same hyperparameters described in the "Sample running code" section, with the exception of `lr=5e-4` and `epochs=32`. + +* [ResNet-50](https://github.com/mlfoundations/open_clip/releases/download/v0.2-weights/rn50-quickgelu-yfcc15m-455df137.pt) (32.7% / 27.9%) +* [ResNet-101](https://github.com/mlfoundations/open_clip/releases/download/v0.2-weights/rn101-quickgelu-yfcc15m-3e04b30e.pt) (34.8% / 30.0%) + +#### CC12M - https://github.com/google-research-datasets/conceptual-12m + +* [ResNet-50](https://github.com/mlfoundations/open_clip/releases/download/v0.2-weights/rn50-quickgelu-cc12m-f000538c.pt) (36.45%) + + +### CommonPool and DataComp models + +As part of [DataComp](https://github.com/mlfoundations/datacomp), we trained models on CommonPool using various data filtering strategies. + +The best performing models are specified below for the xlarge scale, see our paper [DataComp: In seearch of the next generation of multimodal datasets](https://arxiv.org/abs/2304.14108) for more details. + +Additional models and more information can be found at [/docs/datacomp_models.md](/docs/datacomp_models.md). + + +* `datacomp_xl_s13b_b90k`: A ViT-L/14 trained on DataComp-1B for 12.8B steps and batch size 90k. Achieves 79.2% zero-shot accuracy on ImageNet. Available at https://huggingface.co/laion/CLIP-ViT-L-14-DataComp.XL-s13B-b90K. + +* `commonpool_xl_clip_s13b_b90k`: A ViT-L/14 trained on CommonPool-XL filtered using CLIP scores, for 12.8B steps and batch size 90k. Achieves 76.4% zero-shot accuracy on ImageNet. Available at https://huggingface.co/laion/CLIP-ViT-L-14-CommonPool.XL.clip-s13B-b90K. + +* `commonpool_xl_laion_s13b_b90k`: A ViT-L/14 trained on CommonPool-XL filtered using the LAION-2B filtering scheme, for 12.8B steps and batch size 90k. Achieves 75.5% zero-shot accuracy on ImageNet. Available at https://huggingface.co/laion/CLIP-ViT-L-14-CommonPool.XL.laion-s13B-b90K. + +* `commonpool_xl_s13b_b90k`: A ViT-L/14 trained on CommonPool-XL without any filtering, for 12.8B steps and batch size 90k. Achieves 72.3% zero-shot accuracy on ImageNet. Available at https://huggingface.co/laion/CLIP-ViT-L-14-CommonPool.XL-s13B-b90K. + + diff --git a/docs/openclip_results.csv b/docs/openclip_results.csv new file mode 100644 index 000000000..293748d9c --- /dev/null +++ b/docs/openclip_results.csv @@ -0,0 +1,91 @@ +name,pretrained,Average perf. on 38 datasets,ImageNet 1k,Caltech-101,CIFAR-10,CIFAR-100,CLEVR Counts,CLEVR Distance,Country211,Describable Textures,EuroSAT,FGVC Aircraft,Food-101,GTSRB,ImageNet Sketch,ImageNet v2,ImageNet-A,ImageNet-O,ImageNet-R,KITTI Vehicle Distance,MNIST,ObjectNet,Oxford Flowers-102,Oxford-IIIT Pet,Pascal VOC 2007,PatchCamelyon,Rendered SST2,RESISC45,Stanford Cars,STL-10,SUN397,SVHN,Flickr,MSCOCO,WinoGAViL,iWildCam,Camelyon17,FMoW,Dollar Street,GeoDE +EVA02-E-14-plus,laion2b_s9b_b144k,0.6930,0.8201,0.9535,0.9934,0.9316,0.2991,0.1998,0.3564,0.6777,0.7574,0.5360,0.9496,0.6740,0.7162,0.7564,0.8223,0.3540,0.9456,0.1842,0.7463,0.7937,0.8433,0.9567,0.8569,0.6442,0.6271,0.7490,0.9457,0.9926,0.7510,0.7560,0.8648,0.5991,0.4403,0.2591,0.6948,0.2668,0.6951,0.9244 +EVA02-E-14,laion2b_s4b_b115k,0.6690,0.8196,0.9541,0.9925,0.9258,0.1632,0.2499,0.3482,0.6878,0.7446,0.4892,0.9523,0.6729,0.7151,0.7566,0.8044,0.3340,0.9407,0.1294,0.7581,0.7674,0.8210,0.9569,0.8136,0.4972,0.5859,0.7324,0.9438,0.9926,0.7658,0.6381,0.8515,0.5892,0.4429,0.2289,0.4894,0.2801,0.6682,0.9182 +ViT-bigG-14,laion2b_s39b_b160k,0.6667,0.8009,0.9484,0.9824,0.8752,0.2989,0.2002,0.3379,0.6867,0.6919,0.4953,0.9309,0.6244,0.6894,0.7359,0.6933,0.3785,0.9213,0.1308,0.7157,0.7284,0.8163,0.9529,0.8077,0.6364,0.6535,0.7235,0.9460,0.9850,0.7450,0.6961,0.8623,0.5938,0.4488,0.1760,0.5905,0.2352,0.6857,0.9127 +ViT-L-14,datacomp_xl_s13b_b90k,0.6627,0.7921,0.9465,0.9824,0.8736,0.3555,0.2443,0.3157,0.6649,0.7124,0.4750,0.9452,0.5853,0.6795,0.7205,0.6959,0.3255,0.9083,0.2785,0.8661,0.7425,0.8262,0.9506,0.8247,0.5118,0.6101,0.6941,0.9305,0.9925,0.7427,0.6769,0.8119,0.5451,0.4666,0.1614,0.5089,0.2403,0.6624,0.9152 +EVA01-g-14-plus,merged2b_s11b_b114k,0.6624,0.7933,0.9506,0.9910,0.9008,0.2302,0.2293,0.3087,0.6734,0.7280,0.3947,0.9366,0.6644,0.6814,0.7214,0.7416,0.3415,0.9246,0.1491,0.7176,0.7491,0.7959,0.9490,0.8285,0.6244,0.5854,0.7079,0.9073,0.9949,0.7426,0.5951,0.8535,0.5925,0.4684,0.1882,0.7100,0.2283,0.6589,0.9148 +EVA02-L-14-336,merged2b_s6b_b61k,0.6583,0.8039,0.9525,0.9892,0.8980,0.3635,0.2485,0.3354,0.6473,0.7139,0.3758,0.9421,0.5759,0.6891,0.7380,0.8289,0.2850,0.9324,0.2377,0.6421,0.7789,0.7645,0.9424,0.8267,0.5487,0.6463,0.6910,0.9158,0.9966,0.7480,0.4575,0.8381,0.5605,0.5053,0.2105,0.5691,0.2198,0.6811,0.9136 +convnext_xxlarge,laion2b_s34b_b82k_augreg_soup,0.6530,0.7947,0.9448,0.9822,0.8687,0.1454,0.2365,0.3170,0.7053,0.6128,0.4434,0.9321,0.5508,0.6840,0.7260,0.6719,0.4060,0.9160,0.2363,0.8277,0.7273,0.8241,0.9445,0.8090,0.5142,0.6952,0.7190,0.9409,0.9810,0.7458,0.6254,0.8521,0.5867,0.4702,0.1730,0.6071,0.0000,0.6764,0.9215 +convnext_xxlarge,laion2b_s34b_b82k_augreg_rewind,0.6521,0.7931,0.9452,0.9823,0.8686,0.1651,0.2534,0.3155,0.7016,0.6331,0.4398,0.9308,0.5491,0.6825,0.7228,0.6657,0.3975,0.9139,0.2419,0.7930,0.7252,0.8241,0.9438,0.8100,0.5014,0.6897,0.7168,0.9406,0.9801,0.7459,0.6137,0.8498,0.5871,0.4741,0.1735,0.6071,0.0000,0.6799,0.9228 +xlm-roberta-large-ViT-H-14,frozen_laion5b_s13b_b90k,0.6515,0.7695,0.9422,0.9718,0.8430,0.3358,0.2050,0.3172,0.6926,0.6793,0.4673,0.9236,0.6239,0.6581,0.6944,0.5935,0.3390,0.8940,0.1364,0.7804,0.6911,0.7532,0.9431,0.7995,0.5792,0.6436,0.6825,0.9362,0.9889,0.7551,0.5950,0.8461,0.5758,0.5206,0.1392,0.6749,0.2098,0.6460,0.9111 +ViT-L-14,commonpool_xl_clip_s13b_b90k,0.6501,0.7637,0.9502,0.9797,0.8615,0.2547,0.2451,0.2984,0.6521,0.6681,0.3860,0.9355,0.5980,0.6538,0.6953,0.6197,0.3525,0.8924,0.2982,0.9040,0.7165,0.8006,0.9424,0.8336,0.5688,0.6178,0.6978,0.9352,0.9875,0.7351,0.6853,0.7768,0.5156,0.4728,0.1439,0.5100,0.1705,0.6776,0.9056 +EVA02-L-14,merged2b_s4b_b131k,0.6488,0.7977,0.9512,0.9908,0.9071,0.3176,0.2462,0.3091,0.6319,0.6994,0.3638,0.9340,0.5718,0.6813,0.7295,0.7619,0.2880,0.9272,0.2518,0.6729,0.7489,0.7631,0.9398,0.8220,0.5431,0.6150,0.6968,0.9055,0.9961,0.7410,0.4793,0.8351,0.5556,0.5081,0.1886,0.5124,0.2017,0.6624,0.9073 +convnext_xxlarge,laion2b_s34b_b82k_augreg,0.6479,0.7907,0.9429,0.9816,0.8677,0.1399,0.1195,0.3127,0.7096,0.6030,0.4250,0.9295,0.5454,0.6806,0.7223,0.6692,0.4025,0.9131,0.2616,0.8687,0.7235,0.8091,0.9455,0.8116,0.5340,0.6782,0.7100,0.9399,0.9824,0.7436,0.6379,0.8531,0.5834,0.4536,0.1616,0.5719,0.0000,0.6729,0.9228 +ViT-g-14,laion2b_s34b_b88k,0.6427,0.7847,0.9452,0.9815,0.8465,0.3768,0.1870,0.3091,0.6856,0.6530,0.4441,0.9241,0.4964,0.6754,0.7158,0.6092,0.3705,0.9020,0.2700,0.7191,0.6908,0.8010,0.9379,0.8166,0.5384,0.5678,0.6960,0.9394,0.9893,0.7411,0.5611,0.8456,0.5758,0.4104,0.1524,0.4771,0.2090,0.6671,0.9090 +ViT-H-14,laion2b_s32b_b79k,0.6419,0.7796,0.9421,0.9745,0.8473,0.2676,0.2358,0.2986,0.6782,0.7278,0.4265,0.9273,0.5832,0.6657,0.7090,0.5935,0.3825,0.8934,0.1097,0.7284,0.6941,0.7982,0.9438,0.7768,0.5430,0.6392,0.6995,0.9338,0.9848,0.7521,0.5252,0.8417,0.5770,0.4247,0.1528,0.5638,0.2264,0.6343,0.9086 +convnext_large_d_320,laion2b_s29b_b131k_ft_soup,0.6387,0.7685,0.9348,0.9659,0.8304,0.4293,0.2010,0.2654,0.6830,0.7161,0.3621,0.9162,0.5822,0.6504,0.6944,0.6044,0.4410,0.8862,0.1027,0.7434,0.6898,0.7755,0.9358,0.8129,0.4814,0.5585,0.7078,0.9369,0.9856,0.7376,0.6712,0.8467,0.5665,0.4549,0.1786,0.4088,0.1901,0.6449,0.9094 +ViT-L-14,commonpool_xl_laion_s13b_b90k,0.6360,0.7545,0.9352,0.9796,0.8585,0.3819,0.2489,0.2503,0.6191,0.7378,0.2869,0.9200,0.6018,0.6352,0.6851,0.5747,0.3730,0.8708,0.1378,0.7740,0.6846,0.7435,0.9308,0.8107,0.5069,0.5986,0.7065,0.8912,0.9903,0.7327,0.5730,0.8130,0.5513,0.4966,0.1421,0.5671,0.2337,0.6600,0.9115 +EVA01-g-14,laion400m_s11b_b41k,0.6358,0.7852,0.9477,0.9829,0.8865,0.1966,0.2467,0.2862,0.6144,0.7237,0.3226,0.9345,0.4913,0.6730,0.7152,0.7359,0.3285,0.9250,0.2405,0.6218,0.7200,0.7427,0.9414,0.8325,0.4987,0.5832,0.6976,0.9171,0.9889,0.7416,0.5889,0.8037,0.5293,0.4640,0.1975,0.4999,0.1859,0.6741,0.8969 +convnext_large_d_320,laion2b_s29b_b131k_ft,0.6345,0.7660,0.9341,0.9647,0.8313,0.3688,0.1999,0.2673,0.6846,0.7131,0.3770,0.9160,0.5688,0.6472,0.6929,0.5933,0.4400,0.8823,0.1027,0.7695,0.6813,0.7696,0.9346,0.8002,0.4576,0.5623,0.6989,0.9348,0.9854,0.7355,0.6496,0.8415,0.5599,0.4558,0.1664,0.4342,0.1782,0.6355,0.9090 +coca_ViT-L-14,laion2b_s13b_b90k,0.6305,0.7564,0.9433,0.9717,0.8318,0.3565,0.2365,0.2546,0.6271,0.6850,0.3622,0.9045,0.5572,0.6459,0.6794,0.5345,0.3540,0.8819,0.1899,0.7567,0.6414,0.7628,0.9400,0.8112,0.5278,0.6661,0.6883,0.9282,0.9905,0.7394,0.6205,0.8155,0.5431,0.4701,0.1348,0.4125,0.1917,0.6495,0.8969 +ViT-g-14,laion2b_s12b_b42k,0.6299,0.7663,0.9415,0.9706,0.8392,0.3317,0.2225,0.2878,0.6824,0.6469,0.3768,0.9155,0.4985,0.6516,0.6956,0.5716,0.3785,0.8869,0.1350,0.6840,0.6761,0.7800,0.9431,0.8108,0.5624,0.6425,0.7176,0.9292,0.9865,0.7541,0.3930,0.8366,0.5647,0.4427,0.1486,0.4948,0.2040,0.6542,0.9132 +convnext_large_d,laion2b_s26b_b102k_augreg,0.6294,0.7591,0.9365,0.9655,0.8309,0.3461,0.1997,0.2525,0.6739,0.6959,0.3610,0.9055,0.5299,0.6430,0.6826,0.5352,0.4425,0.8767,0.1027,0.8063,0.6618,0.7667,0.9282,0.7891,0.5309,0.5612,0.6768,0.9316,0.9829,0.7307,0.6812,0.8384,0.5550,0.4646,0.1549,0.3964,0.1793,0.6402,0.9019 +ViT-L-14-336,openai,0.6284,0.7656,0.9225,0.9493,0.7436,0.2003,0.1895,0.3445,0.5559,0.6144,0.3346,0.9386,0.5239,0.6100,0.7089,0.7748,0.3265,0.8905,0.2616,0.7916,0.7183,0.7852,0.9369,0.7815,0.6073,0.7057,0.6379,0.7932,0.9943,0.6865,0.5560,0.7730,0.4751,0.4145,0.1490,0.6456,0.2325,0.6390,0.9015 +ViT-L-14,commonpool_xl_s13b_b90k,0.6207,0.7229,0.9327,0.9801,0.8410,0.1985,0.2461,0.2962,0.6202,0.6889,0.1957,0.9107,0.5467,0.6118,0.6511,0.5625,0.2855,0.8594,0.3390,0.9084,0.7022,0.6966,0.9060,0.8076,0.5248,0.5953,0.5756,0.8939,0.9890,0.7103,0.6589,0.7339,0.4652,0.5072,0.1229,0.5246,0.1948,0.6811,0.8990 +ViT-L-14,laion2b_s32b_b82k,0.6205,0.7525,0.9388,0.9662,0.8332,0.3123,0.2234,0.2631,0.6293,0.6459,0.3652,0.9100,0.5618,0.6328,0.6780,0.5385,0.3870,0.8742,0.2293,0.5410,0.6529,0.7479,0.9309,0.8053,0.5641,0.5925,0.6687,0.9263,0.9885,0.7434,0.4087,0.8251,0.5493,0.4385,0.1257,0.5972,0.2007,0.6402,0.8919 +ViT-L-14,openai,0.6173,0.7554,0.9249,0.9559,0.7582,0.1943,0.2021,0.3187,0.5537,0.6263,0.3181,0.9305,0.5055,0.5959,0.6983,0.7075,0.3235,0.8784,0.2180,0.7634,0.6889,0.7923,0.9323,0.7828,0.5204,0.6881,0.6337,0.7788,0.9936,0.6756,0.5840,0.7508,0.4642,0.4136,0.1211,0.6741,0.2229,0.6297,0.8839 +ViT-B-16,datacomp_xl_s13b_b90k,0.6147,0.7349,0.9380,0.9624,0.8212,0.3267,0.2461,0.2215,0.5793,0.5883,0.2970,0.9047,0.5523,0.6044,0.6598,0.4840,0.4285,0.8362,0.2883,0.7649,0.6350,0.7701,0.9254,0.8178,0.6002,0.5162,0.6535,0.8883,0.9811,0.7051,0.6272,0.7633,0.4880,0.4832,0.1181,0.4799,0.1504,0.6168,0.8990 +coca_ViT-L-14,mscoco_finetuned_laion2b_s13b_b90k,0.6138,0.7210,0.9459,0.9626,0.7966,0.3649,0.2488,0.1810,0.6218,0.5904,0.2344,0.8449,0.5532,0.6116,0.6486,0.4568,0.3905,0.8579,0.3502,0.8220,0.6257,0.7078,0.9104,0.8127,0.4687,0.6134,0.6232,0.8875,0.9864,0.7377,0.5317,0.8373,0.6038,0.5178,0.1309,0.4097,0.1682,0.6729,0.8768 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+ViT-B-32,commonpool_m_s128m_b4k,0.2580,0.1755,0.5231,0.7459,0.4391,0.1263,0.2265,0.0362,0.1606,0.2537,0.0115,0.2342,0.0869,0.0952,0.1440,0.0388,0.2780,0.1983,0.2743,0.0933,0.1574,0.1128,0.1676,0.5448,0.5048,0.5003,0.1810,0.1332,0.7690,0.3066,0.0933,0.1599,0.0974,0.3983,0.0127,0.5015,0.0000,0.4276,0.5942 +ViT-B-32,commonpool_s_clip_s13m_b4k,0.1731,0.0505,0.2483,0.4768,0.1937,0.1529,0.2313,0.0119,0.0782,0.2067,0.0083,0.0801,0.0732,0.0200,0.0380,0.0181,0.1380,0.0655,0.2785,0.0874,0.0506,0.0539,0.0796,0.3379,0.6367,0.5014,0.0806,0.0276,0.5353,0.1126,0.1166,0.0343,0.0224,0.2994,0.0004,0.6874,0.0000,0.2605,0.2827 +ViT-B-32,commonpool_s_text_s13m_b4k,0.1573,0.0460,0.2231,0.4679,0.1844,0.1350,0.1899,0.0121,0.0670,0.0896,0.0139,0.0618,0.0411,0.0175,0.0398,0.0187,0.1270,0.0606,0.3980,0.0771,0.0494,0.0428,0.0581,0.2942,0.5027,0.5008,0.1029,0.0204,0.5019,0.1051,0.0933,0.0424,0.0214,0.3120,0.0015,0.5000,0.0000,0.2745,0.2843 +ViT-B-32,commonpool_s_image_s13m_b4k,0.1449,0.0392,0.2238,0.3176,0.1329,0.1121,0.2217,0.0109,0.0521,0.1593,0.0120,0.0604,0.0579,0.0186,0.0308,0.0155,0.1055,0.0578,0.2883,0.0991,0.0436,0.0528,0.0474,0.2666,0.5273,0.4646,0.0794,0.0173,0.4601,0.0725,0.1305,0.0171,0.0130,0.2525,0.0033,0.5425,0.0085,0.2150,0.2752 +ViT-B-32,datacomp_s_s13m_b4k,0.1449,0.0392,0.2238,0.3176,0.1329,0.1121,0.2217,0.0109,0.0521,0.1593,0.0120,0.0604,0.0579,0.0186,0.0308,0.0155,0.1055,0.0578,0.2883,0.0991,0.0436,0.0528,0.0474,0.2666,0.5273,0.4646,0.0794,0.0173,0.4601,0.0725,0.1305,0.0171,0.0130,0.2525,0.0033,0.5425,0.0085,0.2150,0.2752 +ViT-B-32,commonpool_s_basic_s13m_b4k,0.1423,0.0377,0.1806,0.2664,0.1154,0.1245,0.2335,0.0120,0.0553,0.0587,0.0103,0.0588,0.0638,0.0151,0.0319,0.0203,0.0985,0.0499,0.3390,0.1085,0.0440,0.0351,0.0488,0.3081,0.5096,0.4986,0.0795,0.0200,0.4659,0.0879,0.0810,0.0328,0.0168,0.3033,0.0003,0.5001,0.0000,0.2325,0.2643 +ViT-B-32,commonpool_s_s13m_b4k,0.1420,0.0270,0.1564,0.4079,0.1296,0.1305,0.2233,0.0126,0.0574,0.1487,0.0081,0.0473,0.0654,0.0108,0.0234,0.0141,0.1000,0.0404,0.3460,0.0708,0.0360,0.0338,0.0443,0.2235,0.5268,0.5008,0.0698,0.0143,0.4266,0.0766,0.1121,0.0257,0.0132,0.3126,0.0002,0.5124,0.0000,0.2290,0.2167 +ViT-B-32,commonpool_s_laion_s13m_b4k,0.1332,0.0305,0.1549,0.3364,0.1347,0.1309,0.1299,0.0098,0.0553,0.1578,0.0134,0.0501,0.0538,0.0125,0.0271,0.0147,0.1015,0.0443,0.2518,0.1387,0.0369,0.0244,0.0399,0.3030,0.4216,0.4992,0.0583,0.0155,0.4874,0.0659,0.1473,0.0223,0.0121,0.2410,0.0017,0.3703,0.0000,0.2079,0.2580 +coca_ViT-B-32,mscoco_finetuned_laion2b_s13b_b90k,0.1064,0.0091,0.0441,0.2002,0.0173,0.1315,0.2019,0.0047,0.0452,0.0844,0.0139,0.0177,0.0298,0.0034,0.0086,0.0091,0.0230,0.0158,0.2714,0.1442,0.0159,0.0131,0.0438,0.1247,0.5183,0.4992,0.0589,0.0058,0.2913,0.0211,0.1519,0.0104,0.0061,0.2375,0.0003,0.5140,0.0000,0.1729,0.0814 From c5066f9bda4051c08dbf001d575723e6185a2ef9 Mon Sep 17 00:00:00 2001 From: Humza Iqbal Date: Fri, 6 Oct 2023 06:06:10 -0700 Subject: [PATCH 04/17] Only assert reshuffle if we are in train mode and we specify a data upsample factor (#655) --- src/training/data.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/src/training/data.py b/src/training/data.py index 2ed076d96..07b9fee96 100644 --- a/src/training/data.py +++ b/src/training/data.py @@ -345,6 +345,9 @@ def get_wds_dataset(args, preprocess_img, is_train, epoch=0, floor=False, tokeni num_samples = args.val_num_samples or 0 shared_epoch = SharedEpoch(epoch=epoch) # create a shared epoch store to sync epoch to dataloader worker proc + + if is_train and args.train_data_upsampling_factors is not None: + assert resampled, "--train_data_upsampling_factors is only supported when sampling with replacement (with --dataset-resampled)." if resampled: pipeline = [ResampledShards2( @@ -354,8 +357,6 @@ def get_wds_dataset(args, preprocess_img, is_train, epoch=0, floor=False, tokeni epoch=shared_epoch, )] else: - assert args.train_data_upsampling_factors is None,\ - "--train_data_upsampling_factors is only supported when sampling with replacement (with --dataset-resampled)." pipeline = [wds.SimpleShardList(input_shards)] # at this point we have an iterator over all the shards From 4c610d43a7fb7f8da99b83935d5fce1aa02e4869 Mon Sep 17 00:00:00 2001 From: Gabriel Ilharco Date: Fri, 6 Oct 2023 13:25:46 +0000 Subject: [PATCH 05/17] Release 2.21.0 --- HISTORY.md | 17 +++++++++++++++++ src/open_clip/version.py | 2 +- 2 files changed, 18 insertions(+), 1 deletion(-) diff --git a/HISTORY.md b/HISTORY.md index 50dcd217e..0af0b86db 100644 --- a/HISTORY.md +++ b/HISTORY.md @@ -1,3 +1,20 @@ +## 2.21.0 + +* Add SigLIP support +* Add more DataComp models (B/16, B/32 and B/32@256) +* Update default num workers +* Update CoCa generation for `transformers>=4.31` +* PyTorch 2.0 `state_dict()` compatibility fix for compiled models +* Fix padding in `ResizeMaxSize` +* Convert JIT model on state dict load for `pretrained='filename…'` +* Other minor changes and fixes (typos, README, dependencies, CI) + +## 2.20.0 + +* Add EVA models +* Support serial worker training +* Fix Python 3.7 compatibility + ## 2.19.0 * Add DataComp models diff --git a/src/open_clip/version.py b/src/open_clip/version.py index a910817da..6416f64c7 100644 --- a/src/open_clip/version.py +++ b/src/open_clip/version.py @@ -1 +1 @@ -__version__ = '2.20.0' +__version__ = '2.21.0' From 36a62e7a45518ce96fbac4dfe83db74808ed8195 Mon Sep 17 00:00:00 2001 From: Ross Wightman Date: Fri, 6 Oct 2023 08:51:56 -0700 Subject: [PATCH 06/17] Update HISTORY.md --- HISTORY.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/HISTORY.md b/HISTORY.md index 0af0b86db..fda11a0b1 100644 --- a/HISTORY.md +++ b/HISTORY.md @@ -1,6 +1,6 @@ ## 2.21.0 -* Add SigLIP support +* Add SigLIP loss + training support * Add more DataComp models (B/16, B/32 and B/32@256) * Update default num workers * Update CoCa generation for `transformers>=4.31` From 1f0b5bb6db6b60896e122c7fa20e1c12ce03af1d Mon Sep 17 00:00:00 2001 From: Ross Wightman Date: Fri, 6 Oct 2023 10:50:12 -0700 Subject: [PATCH 07/17] Release 2.22.0 --- src/open_clip/version.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/open_clip/version.py b/src/open_clip/version.py index 6416f64c7..fe1f0f4e4 100644 --- a/src/open_clip/version.py +++ b/src/open_clip/version.py @@ -1 +1 @@ -__version__ = '2.21.0' +__version__ = '2.22.0' From 67f8753d7c6532d5cc72ff9509e91cdbbd97fc49 Mon Sep 17 00:00:00 2001 From: zw <26880977+zw615@users.noreply.github.com> Date: Wed, 26 Jul 2023 08:44:08 +0800 Subject: [PATCH 08/17] merge necessary changes for clipa training --- scripts/h14_84_8_pretrain.sh | 31 ++++++++ src/open_clip/factory.py | 17 +++-- src/open_clip/model.py | 33 +++++++++ .../model_configs/ViT-H-14-CL32-GAP.json | 18 +++++ .../ViT-H-14-CL8-SyntaxMask-GAP.json | 19 +++++ src/open_clip/tokenizer.py | 71 +++++++++++++++++++ src/open_clip/transform.py | 58 ++++++++++++++- 7 files changed, 240 insertions(+), 7 deletions(-) create mode 100644 scripts/h14_84_8_pretrain.sh create mode 100644 src/open_clip/model_configs/ViT-H-14-CL32-GAP.json create mode 100644 src/open_clip/model_configs/ViT-H-14-CL8-SyntaxMask-GAP.json diff --git a/scripts/h14_84_8_pretrain.sh b/scripts/h14_84_8_pretrain.sh new file mode 100644 index 000000000..4130ee5f6 --- /dev/null +++ b/scripts/h14_84_8_pretrain.sh @@ -0,0 +1,31 @@ +# 64k batchsize for 2.048e-3 lr +TORCH_CUDNN_V8_API_ENABLED=1 torchrun --nproc_per_node 8 -m training.main \ + --save-frequency 1 \ + --save-most-recent \ + --zeroshot-frequency 1 \ + --train-data '/path/to/laion' \ + --dataset-type webdataset \ + --lr "2.048e-3" \ + --beta1 0.9 \ + --beta2 0.95 \ + --warmup 782 \ + --wd 0.2 \ + --batch-size 4096 \ + --aug-cfg scale='(0.4, 1.0)' color_jitter='(0.32, 0.32, 0.32, 0.08)' color_jitter_prob=0.8 gray_scale_prob=0.2 \ + --epochs=7 \ + --workers=6 \ + --model ViT-H-14-CL8-SyntaxMask-GAP \ + --precision 'amp_bf16' \ + --local-loss \ + --gather-with-grad \ + --force-image-size 84 \ + --grad-checkpointing \ + --log-every-n-steps 32 \ + --seed 0 \ + --logs ./logs/ \ + --imagenet-val '/path/to/ImageNet/val' \ + --name 'name' \ + --report-to "wandb" \ + --wandb-project-name "project_name" + + diff --git a/src/open_clip/factory.py b/src/open_clip/factory.py index ebea3a160..2328618ba 100644 --- a/src/open_clip/factory.py +++ b/src/open_clip/factory.py @@ -6,19 +6,20 @@ from copy import deepcopy from pathlib import Path from typing import Any, Dict, Optional, Tuple, Union +from functools import partial import torch from .constants import OPENAI_DATASET_MEAN, OPENAI_DATASET_STD from .model import CLIP, CustomTextCLIP, convert_weights_to_lp, convert_to_custom_text_state_dict,\ - resize_pos_embed, get_cast_dtype + resize_pos_embed, get_cast_dtype, resize_text_pos_embed from .coca_model import CoCa from .loss import ClipLoss, DistillClipLoss, CoCaLoss, SigLipLoss from .openai import load_openai_model from .pretrained import is_pretrained_cfg, get_pretrained_cfg, download_pretrained,\ list_pretrained_tags_by_model, download_pretrained_from_hf from .transform import image_transform, AugmentationCfg -from .tokenizer import HFTokenizer, tokenize +from .tokenizer import HFTokenizer, tokenize, syntax_mask_tokenize HF_HUB_PREFIX = 'hf-hub:' @@ -79,8 +80,15 @@ def get_tokenizer(model_name): tokenizer = HFTokenizer(model_name[len(HF_HUB_PREFIX):]) else: config = get_model_config(model_name) - tokenizer = HFTokenizer( - config['text_cfg']['hf_tokenizer_name']) if 'hf_tokenizer_name' in config['text_cfg'] else tokenize + if 'hf_tokenizer_name' in config['text_cfg']: + tokenizer = HFTokenizer(config['text_cfg']['hf_tokenizer_name']) + elif 'text_mask' in config['text_cfg'] and config['text_cfg']['text_mask']: + assert config['text_cfg']['text_mask'] == 'syntax', 'for now, only support syntax masking!' + tokenizer = syntax_mask_tokenize + else: + tokenizer = tokenize + context_length = get_model_config(model_name)['text_cfg']['context_length'] + tokenizer = partial(tokenizer, context_length=context_length) return tokenizer @@ -109,6 +117,7 @@ def load_checkpoint(model, checkpoint_path, strict=True): if position_id_key in state_dict and not hasattr(model, position_id_key): del state_dict[position_id_key] resize_pos_embed(state_dict, model) + resize_text_pos_embed(state_dict, model) incompatible_keys = model.load_state_dict(state_dict, strict=strict) return incompatible_keys diff --git a/src/open_clip/model.py b/src/open_clip/model.py index 2fcafa227..0ccf01bca 100644 --- a/src/open_clip/model.py +++ b/src/open_clip/model.py @@ -63,6 +63,7 @@ class CLIPTextCfg: embed_cls: bool = False pad_id: int = 0 output_tokens: bool = False + text_mask: str = 'first' # default first truncate in bpe_tokenizer def get_cast_dtype(precision: str): @@ -496,3 +497,35 @@ def resize_pos_embed(state_dict, model, interpolation: str = 'bicubic', antialia else: new_pos_embed = pos_emb_img state_dict['visual.positional_embedding'] = new_pos_embed + + +def resize_text_pos_embed(state_dict, model, interpolation: str = 'linear', antialias: bool = False): + old_pos_embed = state_dict.get('positional_embedding', None) + if old_pos_embed is None: + return + # FIXME add support for text cls_token + model_pos_embed = getattr(model, 'positional_embedding', None) + if model_pos_embed is None: + model_pos_embed = getattr(model.text, 'positional_embedding', None) + + old_num_pos = old_pos_embed.shape[0] + old_width = old_pos_embed.shape[1] + num_pos = model_pos_embed.shape[0] + width = model_pos_embed.shape[1] + assert old_width == width, 'text pos_embed width changed!' + if old_num_pos == num_pos: + return + + logging.info('Resizing text position embedding num_pos from %s to %s', old_num_pos, num_pos) + old_pos_embed = old_pos_embed.reshape(1, old_num_pos, old_width).permute(0, 2, 1) + old_pos_embed = F.interpolate( + old_pos_embed, + size=num_pos, + mode=interpolation, + antialias=antialias, + align_corners=False, + ) + old_pos_embed = old_pos_embed.permute(0, 2, 1)[0] + new_pos_embed = old_pos_embed + + state_dict['positional_embedding'] = new_pos_embed \ No newline at end of file diff --git a/src/open_clip/model_configs/ViT-H-14-CL32-GAP.json b/src/open_clip/model_configs/ViT-H-14-CL32-GAP.json new file mode 100644 index 000000000..26f91cf50 --- /dev/null +++ b/src/open_clip/model_configs/ViT-H-14-CL32-GAP.json @@ -0,0 +1,18 @@ +{ + "embed_dim": 1024, + "vision_cfg": { + "image_size": 224, + "layers": 32, + "width": 1280, + "head_width": 80, + "patch_size": 14, + "global_average_pool": true + }, + "text_cfg": { + "context_length": 32, + "vocab_size": 49408, + "width": 1024, + "heads": 16, + "layers": 24 + } +} \ No newline at end of file diff --git a/src/open_clip/model_configs/ViT-H-14-CL8-SyntaxMask-GAP.json b/src/open_clip/model_configs/ViT-H-14-CL8-SyntaxMask-GAP.json new file mode 100644 index 000000000..7e28b6173 --- /dev/null +++ b/src/open_clip/model_configs/ViT-H-14-CL8-SyntaxMask-GAP.json @@ -0,0 +1,19 @@ +{ + "embed_dim": 1024, + "vision_cfg": { + "image_size": 224, + "layers": 32, + "width": 1280, + "head_width": 80, + "patch_size": 14, + "global_average_pool": true + }, + "text_cfg": { + "context_length": 8, + "vocab_size": 49408, + "width": 1024, + "heads": 16, + "layers": 24, + "text_mask": "syntax" + } +} \ No newline at end of file diff --git a/src/open_clip/tokenizer.py b/src/open_clip/tokenizer.py index 23fcfcbcb..d2466f615 100644 --- a/src/open_clip/tokenizer.py +++ b/src/open_clip/tokenizer.py @@ -11,11 +11,20 @@ import ftfy import regex as re import torch +import numpy as np # https://stackoverflow.com/q/62691279 import os os.environ["TOKENIZERS_PARALLELISM"] = "false" +try: + import nltk + # run them for the first time + nltk.download('punkt') + nltk.download('averaged_perceptron_tagger') +except: + nltk = None + @lru_cache() def default_bpe(): @@ -212,3 +221,65 @@ def __call__(self, texts: Union[str, List[str]], context_length: int = 77) -> to truncation=True, ).input_ids return input_ids + +def syntax_mask_tokenize(texts: Union[str, List[str]], context_length: int = 77) -> torch.LongTensor: + """ + Returns the tokenized representation of given input string(s). + Apply syntax masking before tokenize. + + Parameters + ---------- + texts : Union[str, List[str]] + An input string or a list of input strings to tokenize + context_length : int + The context length to use; all CLIP models use 77 as the context length + + Returns + ------- + A two-dimensional tensor containing the resulting tokens, shape = [number of input strings, context_length] + """ + assert nltk is not None + if isinstance(texts, str): + texts = [texts] + + def get_order(x): + if x.startswith('NN'): + return 1 + elif x.startswith('JJ'): + return 2 + elif x.startswith('VB'): + return 3 + else: + return 4 + # syntax masking + new_texts = [] + for text in texts: + list_tokens = nltk.tokenize.word_tokenize(text) + pos_tags = nltk.pos_tag(list_tokens) + # sample the words by get_order method + order_list = [get_order(tag) for _, tag in pos_tags] + sorted_ids = np.argsort(np.array(order_list)) + sampled_ids = sorted(sorted_ids[:context_length - 2]) # need 2 slots for sot and eot tokens + # sample the tokens and convert to tf.tensor + sampled_tokens = np.take(np.array(list_tokens), sampled_ids, axis=0) + + new_text = '' + for token in sampled_tokens: + new_text = new_text + str(token) + ' ' + new_text = new_text.strip() + new_texts.append(new_text) + texts = new_texts + + sot_token = _tokenizer.encoder[""] + eot_token = _tokenizer.encoder[""] + all_tokens = [[sot_token] + _tokenizer.encode(text) + [eot_token] for text in texts] + result = torch.zeros(len(all_tokens), context_length, dtype=torch.long) + + for i, tokens in enumerate(all_tokens): + # still need first truncate because some words produces two tokens + if len(tokens) > context_length: + tokens = tokens[:context_length] # Truncate + tokens[-1] = eot_token + result[i, :len(tokens)] = torch.tensor(tokens) + + return result \ No newline at end of file diff --git a/src/open_clip/transform.py b/src/open_clip/transform.py index ab13a21aa..59f13bb59 100644 --- a/src/open_clip/transform.py +++ b/src/open_clip/transform.py @@ -2,12 +2,13 @@ from dataclasses import dataclass, asdict from typing import Any, Dict, Optional, Sequence, Tuple, Union +import random import torch import torch.nn as nn import torchvision.transforms.functional as F from torchvision.transforms import Normalize, Compose, RandomResizedCrop, InterpolationMode, ToTensor, Resize, \ - CenterCrop + CenterCrop, ColorJitter, Grayscale from .constants import OPENAI_DATASET_MEAN, OPENAI_DATASET_STD @@ -16,11 +17,14 @@ class AugmentationCfg: scale: Tuple[float, float] = (0.9, 1.0) ratio: Optional[Tuple[float, float]] = None - color_jitter: Optional[Union[float, Tuple[float, float, float]]] = None + color_jitter: Optional[Union[float, Tuple[float, float, float], Tuple[float, float, float, float]]] = None interpolation: Optional[str] = None re_prob: Optional[float] = None re_count: Optional[int] = None use_timm: bool = False + # params for simclr_jitter_gray + color_jitter_prob: float = None + gray_scale_prob: float = None class ResizeMaxSize(nn.Module): @@ -54,6 +58,37 @@ def _convert_to_rgb(image): return image.convert('RGB') +class color_jitter(object): + """ + Apply Color Jitter to the PIL image with a specified probability. + """ + def __init__(self, brightness=0., contrast=0., saturation=0., hue=0., p=0.8): + assert 0. <= p <= 1. + self.p = p + self.transf = ColorJitter(brightness=brightness, contrast=contrast, saturation=saturation, hue=hue) + + def __call__(self, img): + if random.random() < self.p: + return self.transf(img) + else: + return img + + +class gray_scale(object): + """ + Apply Gray Scale to the PIL image with a specified probability. + """ + def __init__(self, p=0.2): + assert 0. <= p <= 1. + self.p = p + self.transf = Grayscale(num_output_channels=3) + + def __call__(self, img): + if random.random() < self.p: + return self.transf(img) + else: + return img + def image_transform( image_size: int, is_train: bool, @@ -93,6 +128,11 @@ def image_transform( # by default, timm aug randomly alternates bicubic & bilinear for better robustness at inference time aug_cfg_dict.setdefault('interpolation', 'random') aug_cfg_dict.setdefault('color_jitter', None) # disable by default + + # drop extra item + aug_cfg_dict.pop('color_jitter_prob', False) + aug_cfg_dict.pop('gray_scale_prob', False) + train_transform = create_transform( input_size=input_size, is_training=True, @@ -103,16 +143,28 @@ def image_transform( **aug_cfg_dict, ) else: - train_transform = Compose([ + train_transform = [ RandomResizedCrop( image_size, scale=aug_cfg_dict.pop('scale'), interpolation=InterpolationMode.BICUBIC, ), _convert_to_rgb, + ] + if aug_cfg.color_jitter_prob: + assert aug_cfg.color_jitter is not None and len(aug_cfg.color_jitter) == 4 + train_transform.extend([ + color_jitter(*aug_cfg.color_jitter, p=aug_cfg.color_jitter_prob) + ]) + if aug_cfg.gray_scale_prob: + train_transform.extend([ + gray_scale(aug_cfg.gray_scale_prob) + ]) + train_transform.extend([ ToTensor(), normalize, ]) + train_transform = Compose(train_transform) if aug_cfg_dict: warnings.warn(f'Unused augmentation cfg items, specify `use_timm` to use ({list(aug_cfg_dict.keys())}).') return train_transform From 6ad24af2d15a649639e7ef563080dec1ed5f9e19 Mon Sep 17 00:00:00 2001 From: zw <26880977+zw615@users.noreply.github.com> Date: Wed, 26 Jul 2023 08:47:22 +0800 Subject: [PATCH 09/17] add example unmask tuning script --- scripts/h14_224_32_finetune.sh | 31 +++++++++++++++++++++++++++++++ 1 file changed, 31 insertions(+) create mode 100644 scripts/h14_224_32_finetune.sh diff --git a/scripts/h14_224_32_finetune.sh b/scripts/h14_224_32_finetune.sh new file mode 100644 index 000000000..7026b6415 --- /dev/null +++ b/scripts/h14_224_32_finetune.sh @@ -0,0 +1,31 @@ +# 64k batchsize for 2.048e-3 lr +TORCH_CUDNN_V8_API_ENABLED=1 torchrun --nproc_per_node 8 -m training.main \ + --save-frequency 1 \ + --save-most-recent \ + --zeroshot-frequency 1 \ + --train-data '/path/to/laion' \ + --dataset-type webdataset \ + --lr "2.048e-3" \ + --beta1 0.9 \ + --beta2 0.95 \ + --warmup 782 \ + --wd 0.2 \ + --batch-size 4096 \ + --aug-cfg scale='(0.4, 1.0)' color_jitter='(0.32, 0.32, 0.32, 0.08)' color_jitter_prob=0.8 gray_scale_prob=0.2 \ + --epochs=7 \ + --workers=6 \ + --model ViT-H-14-CL32-GAP \ + --precision 'amp_bf16' \ + --local-loss \ + --gather-with-grad \ + --force-image-size 224 \ + --grad-checkpointing \ + --log-every-n-steps 32 \ + --seed 0 \ + --logs ./logs/ \ + --imagenet-val '/path/to/ImageNet/val' \ + --name 'name' \ + --report-to "wandb" \ + --wandb-project-name "project_name" + + From 63c5fb0095a83a93864b54b5e799337b09dc373c Mon Sep 17 00:00:00 2001 From: zw <26880977+zw615@users.noreply.github.com> Date: Fri, 11 Aug 2023 04:52:21 +0800 Subject: [PATCH 10/17] add random and block masking for text --- src/open_clip/factory.py | 9 +++-- src/open_clip/tokenizer.py | 68 ++++++++++++++++++++++++++++++++++++++ 2 files changed, 74 insertions(+), 3 deletions(-) diff --git a/src/open_clip/factory.py b/src/open_clip/factory.py index 2328618ba..3b33a0e6e 100644 --- a/src/open_clip/factory.py +++ b/src/open_clip/factory.py @@ -19,7 +19,7 @@ from .pretrained import is_pretrained_cfg, get_pretrained_cfg, download_pretrained,\ list_pretrained_tags_by_model, download_pretrained_from_hf from .transform import image_transform, AugmentationCfg -from .tokenizer import HFTokenizer, tokenize, syntax_mask_tokenize +from .tokenizer import HFTokenizer, tokenize, syntax_mask_tokenize, random_mask_tokenize, block_mask_tokenize HF_HUB_PREFIX = 'hf-hub:' @@ -82,9 +82,12 @@ def get_tokenizer(model_name): config = get_model_config(model_name) if 'hf_tokenizer_name' in config['text_cfg']: tokenizer = HFTokenizer(config['text_cfg']['hf_tokenizer_name']) - elif 'text_mask' in config['text_cfg'] and config['text_cfg']['text_mask']: - assert config['text_cfg']['text_mask'] == 'syntax', 'for now, only support syntax masking!' + elif 'text_mask' in config['text_cfg'] and config['text_cfg']['text_mask'] == 'syntax': tokenizer = syntax_mask_tokenize + elif 'text_mask' in config['text_cfg'] and config['text_cfg']['text_mask'] == 'random': + tokenizer = random_mask_tokenize + elif 'text_mask' in config['text_cfg'] and config['text_cfg']['text_mask'] == 'block': + tokenizer = block_mask_tokenize else: tokenizer = tokenize context_length = get_model_config(model_name)['text_cfg']['context_length'] diff --git a/src/open_clip/tokenizer.py b/src/open_clip/tokenizer.py index d2466f615..3e651aed5 100644 --- a/src/open_clip/tokenizer.py +++ b/src/open_clip/tokenizer.py @@ -222,6 +222,74 @@ def __call__(self, texts: Union[str, List[str]], context_length: int = 77) -> to ).input_ids return input_ids + +def random_mask_tokenize(texts: Union[str, List[str]], context_length: int = 77) -> torch.LongTensor: + """ + Returns the tokenized representation of given input string(s) + + Parameters + ---------- + texts : Union[str, List[str]] + An input string or a list of input strings to tokenize + context_length : int + The context length to use; all CLIP models use 77 as the context length + + Returns + ------- + A two-dimensional tensor containing the resulting tokens, shape = [number of input strings, context_length] + """ + if isinstance(texts, str): + texts = [texts] + + sot_token = _tokenizer.encoder[""] + eot_token = _tokenizer.encoder[""] + all_tokens = [_tokenizer.encode(text) for text in texts] + result = torch.zeros(len(all_tokens), context_length, dtype=torch.long) + + for i, tokens in enumerate(all_tokens): + if len(tokens) > context_length - 2: # 2 for sot and eot token + indices = np.random.permutation(len(tokens)).tolist() + indices = indices[:context_length - 2] + tokens = tokens[indices] + tokens = [sot_token,] + tokens + [eot_token,] + result[i, :len(tokens)] = torch.tensor(tokens) + + return result + + +def block_mask_tokenize(texts: Union[str, List[str]], context_length: int = 77) -> torch.LongTensor: + """ + Returns the tokenized representation of given input string(s) + + Parameters + ---------- + texts : Union[str, List[str]] + An input string or a list of input strings to tokenize + context_length : int + The context length to use; all CLIP models use 77 as the context length + + Returns + ------- + A two-dimensional tensor containing the resulting tokens, shape = [number of input strings, context_length] + """ + if isinstance(texts, str): + texts = [texts] + + sot_token = _tokenizer.encoder[""] + eot_token = _tokenizer.encoder[""] + all_tokens = [_tokenizer.encode(text) for text in texts] + result = torch.zeros(len(all_tokens), context_length, dtype=torch.long) + + for i, tokens in enumerate(all_tokens): + if len(tokens) > context_length - 2: # 2 for sot and eot token + start_index = np.random.randint(len(tokens) - context_length + 3) + tokens = tokens[start_index : start_index + context_length - 2] + tokens = [sot_token,] + tokens + [eot_token,] + result[i, :len(tokens)] = torch.tensor(tokens) + + return result + + def syntax_mask_tokenize(texts: Union[str, List[str]], context_length: int = 77) -> torch.LongTensor: """ Returns the tokenized representation of given input string(s). From 13464e8ce7c2698da28e7220483797c1c6c1f581 Mon Sep 17 00:00:00 2001 From: zw <26880977+zw615@users.noreply.github.com> Date: Tue, 3 Oct 2023 19:02:31 +0800 Subject: [PATCH 11/17] add docs for clipa --- docs/clipa.md | 103 ++++++++++++++++++ docs/clipa_acc_compute.png | Bin 0 -> 261592 bytes docs/clipa_reduce_image_token.png | Bin 0 -> 1086885 bytes docs/clipa_reduce_text_token.png | Bin 0 -> 16064 bytes docs/inverse_scaling_law.png | Bin 0 -> 597352 bytes .../clipa/vit_b16/i50_t16_finetune.sh | 27 +++++ .../clipa/vit_b16/i50_t16_pretrain.sh | 26 +++++ .../clipa/vit_l16/i17_t16_finetune.sh | 27 +++++ .../clipa/vit_l16/i17_t16_pretrain.sh | 26 +++++ .../clipa/vit_l16/i37_t8_finetune.sh | 27 +++++ .../clipa/vit_l16/i37_t8_pretrain.sh | 26 +++++ .../clipav2/vit_h14/i257_t32_finetunex4.sh | 32 ++++++ .../clipav2/vit_h14/i50_t8_pretrain.sh | 30 +++++ .../clipav2/vit_h14/i577_t32_finetunex1.sh | 32 ++++++ .../model_configs/ViT-B-16-CL16.json | 16 +++ .../model_configs/ViT-L-16-CL16-GAP.json | 17 +++ .../ViT-L-16-CL8-Syntax-GAP.json | 18 +++ 17 files changed, 407 insertions(+) create mode 100644 docs/clipa.md create mode 100644 docs/clipa_acc_compute.png create mode 100644 docs/clipa_reduce_image_token.png create mode 100644 docs/clipa_reduce_text_token.png create mode 100644 docs/inverse_scaling_law.png create mode 100644 docs/script_examples/clipa/vit_b16/i50_t16_finetune.sh create mode 100644 docs/script_examples/clipa/vit_b16/i50_t16_pretrain.sh create mode 100644 docs/script_examples/clipa/vit_l16/i17_t16_finetune.sh create mode 100644 docs/script_examples/clipa/vit_l16/i17_t16_pretrain.sh create mode 100644 docs/script_examples/clipa/vit_l16/i37_t8_finetune.sh create mode 100644 docs/script_examples/clipa/vit_l16/i37_t8_pretrain.sh create mode 100644 docs/script_examples/clipav2/vit_h14/i257_t32_finetunex4.sh create mode 100644 docs/script_examples/clipav2/vit_h14/i50_t8_pretrain.sh create mode 100644 docs/script_examples/clipav2/vit_h14/i577_t32_finetunex1.sh create mode 100644 src/open_clip/model_configs/ViT-B-16-CL16.json create mode 100644 src/open_clip/model_configs/ViT-L-16-CL16-GAP.json create mode 100644 src/open_clip/model_configs/ViT-L-16-CL8-Syntax-GAP.json diff --git a/docs/clipa.md b/docs/clipa.md new file mode 100644 index 000000000..1d58c71a8 --- /dev/null +++ b/docs/clipa.md @@ -0,0 +1,103 @@ +## CLIPA + +In this work, we present a surprising finding that there exists an _inverse_ scaling law for CLIP training, +whereby the larger the image/text encoders used, the shorter the sequence length of image/text tokens that can be applied in training. +Moreover, we showcase that the strategy for reducing image/text token length plays a crucial role in determining the quality of this scaling law. + +![](/docs/inverse_scaling_law.png) + +As a result of this finding, we are able to successfully train CLIP even by using academic resources. +For example, on an A100 eight-GPU server, our CLIP models achieve zero-shot top-1 ImageNet accuracies of **63.2%** in about **2 days**, +**67.8%** in about **3 days**, and **69.3%** in about **4 days**. + +Moreover, We find that CLIPA at scale leads to state-of-the-art performance. For example, our CLIPA-v2 H/14 achieves a zero-shot top-1 ImageNet accuracy of **81.8%**, +with a budget less than **$15000**. + +![](/docs/clipa_acc_compute.png) + +For more details, please see our paper [An Inverse Scaling Law for CLIP Training](https://arxiv.org/abs/2305.07017) and +[CLIPA-v2: Scaling CLIP Training with 81.1% Zero-shot ImageNet Accuracy within a $10,000 Budget; An Extra $4,000 Unlocks 81.8% Accuracy](https://arxiv.org/abs/2306.15658). + + +Eight token length reduction strategies are investigated in this work, detailed as follows. + + +## Image token length reduction + +![](/docs/clipa_reduce_image_token.png) + +* `resize`: use `--force-image-size` to specify the image size you want to adopt. We find this strategy generally works the best as it retains full image information. + +* `random mask`: Randomly mask out image patches. use `--force-patch-dropout` to specify the mask ratio you want to adopt. + +* `grid mask`: Preserve one patch in each 2 × 2 grid window. We do not provide implementation for grid masking, as it is only experimental and we generally find resizing works better. + +* `block mask`: Keep a single block and remove other patches. We do not provide implementation for block masking, as it is only experimental and we generally find resizing works better. + + +## Text token length reduction + +* `syntax mask`: Assign different masking priorities to parts of speech. Specify `"text_mask": syntax` in `"text_cfg"` of model config `json` file to use. +Specifically, we prioritize retaining nouns, followed by adjectives, and then other words. +We find this strategy generally works the best as it retains critical information for contrastive learning. + +* `truncate`: Truncation selects the first N text tokens and discards the rest. This is the default setting of `open_clip`. + +* `random mask`: Randomly drops a portion of the text tokens. Specify `"text_mask": random` in `"text_cfg"` of model config `json` file to use. + +* `block mask`: Randomly preserves consecutive text sequences. Specify `"text_mask": block` in `"text_cfg"` of model config `json` file to use. + + +## Installation + +The installation is really the same as `open_clip`, except for the usage of Natural Language Toolkit (NLTK) in `syntax mask` of text token length reduction. +Please follow the [official doc](https://www.nltk.org/) to install NLTK. + +Note that the the usage of NLTK brings two constraints: +* Because certain functions like `nltk.pos_tag` from NLTK only support English and Russian for now, the `syntax mask` only works for English. +we have not tested it on Russian or any other language. Theoretically, it should work the same, given a proper language processing toolkit for other languages. +If you still want to apply `syntax mask` on other languages, try finding the right toolkit. Otherwise, use other text token length reduction strategies +* some modules of NLTK like `punkt` or `averaged_perceptron_tagger` need to be downloaded first before using NLTK. +We have included the downloading code in `tokenizer.py`, but this might cause trouble in certain cases. +You may want to manually download those modules first, by `nltk.download('punkt')` and `nltk.download('averaged_perceptron_tagger')`, +and then setup the environmental variable before running the script `export NLTK_DATA=cache`. +Note that this is a one-time effort. Remember to comment out those `nltk.download` lines in `tokenizer.py` afterwards. + +## Training +We provide example scripts to reproduce our CLIPA results on an A100 eight-GPU machine under path `docs/script_examples/clipa`. + +For instance, to reproduce the CLIPA-L16(I37,T8) results, first run the pre-training script +``` +bash docs/script_examples/clipa/vit_l16/i37_t8_pretrain.sh +``` +and fine-tune the pre-trained checkpoint with +``` +bash docs/script_examples/clipa/vit_l16/i37_t8_finetune.sh +``` +- Remember to change the path to dataset to your own path. +- This is a two-stage training pipeline. Remember to change the path to pre-trained checkpoint to your own when fine-tuning. +- The training time is ~3 days for pre-training and ~1 day for fine-tuning on an A100 eight-GPU machine. + +## Model Weights +Below are CLIPA trained weights on LAION-400M with an A100 eight-GPU machine. +All models are pre-trained for 6 epochs with reduced input token lengths and subsequently fine-tuned for 0.36 epoch with full input token lengths. + + +| | Pre-trained Weights | zero-shot IN-1K | +|---------------------|:----------------------------------------------------------------------------------------------:|:---------------:| +| CLIPA-B/16(I50,T16) | [download](https://drive.google.com/file/d/1MDpz8gV2Vjaazk16rBhLxU8811U7_cGL/view?usp=sharing) | 59.7 | +| CLIPA-L/16(I17,T16) | [download](https://drive.google.com/file/d/1Tr2GYiKAaMH6EGIn5l7eX_1K20eaA3WA/view?usp=sharing) | 60.3 | +| CLIPA_L/16(I37,T8) | [download](https://drive.google.com/file/d/1EM1ChRNARpLckkJjf6m7njCY3xyvpGBu/view?usp=sharing) | 57.9 | + +| | Fine-tuned Weights | zero-shot IN-1K | +|---------------------|:----------------------------------------------------------------------------------------------:|:-----:| +| CLIPA-B/16(I50,T16) | [download](https://drive.google.com/file/d/1fURK0K_a3-83jVEI4PVEbnEJb_V6UbGv/view?usp=sharing) | 63.2 | +| CLIPA-L/16(I17,T16) | [download](https://drive.google.com/file/d/18qqZGOTGOgb3I3JWONuat6qObsgLq7sR/view?usp=sharing) | 67.8 | +| CLIPA_L/16(I37,T8) | [download](https://drive.google.com/file/d/1lV7pLORUK04T9QKKx9TpYtMws-AZrib0/view?usp=sharing) | 69.3 | + + +## CLIPA-v2 +We also provide example scripts to reproduce our CLIPA-v2 H/14 results under path `docs/script_examples/clipav2`. +Note that the original results are obtained with [our JAX implementation](https://github.com/UCSC-VLAA/CLIPA/tree/master/clipa_jax). +These scripts are written after manually scanning the JAX config files. +As it is infeasible for us to retrain those models again with pytorch, its correctness cannot be verified with 100% confidence. 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