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-rw-r--r--notebooks/04-conv-transformer-experiment.ipynb393
-rw-r--r--notebooks/04-conv-transformer.ipynb166
-rw-r--r--notebooks/04-convnext.ipynb169
3 files changed, 590 insertions, 138 deletions
diff --git a/notebooks/04-conv-transformer-experiment.ipynb b/notebooks/04-conv-transformer-experiment.ipynb
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+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "7c02ae76-b540-4b16-9492-e9210b3b9249",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import os\n",
+ "os.environ['CUDA_VISIBLE_DEVICE'] = ''\n",
+ "import random\n",
+ "\n",
+ "%matplotlib inline\n",
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "import numpy as np\n",
+ "from omegaconf import OmegaConf\n",
+ "\n",
+ "%load_ext autoreload\n",
+ "%autoreload 2\n",
+ "\n",
+ "from importlib.util import find_spec\n",
+ "if find_spec(\"text_recognizer\") is None:\n",
+ " import sys\n",
+ " sys.path.append('..')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "ccdb6dde-47e5-429a-88f2-0764fb7e259a",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from hydra import compose, initialize\n",
+ "from omegaconf import OmegaConf\n",
+ "from hydra.utils import instantiate"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "31c33bc3",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/tmp/ipykernel_28911/2869629028.py:1: UserWarning: \n",
+ "The version_base parameter is not specified.\n",
+ "Please specify a compatability version level, or None.\n",
+ "Will assume defaults for version 1.1\n",
+ " with initialize(config_path=\"../training/conf/\"):\n"
+ ]
+ }
+ ],
+ "source": [
+ "with initialize(config_path=\"../training/conf/\"):\n",
+ " cfg = compose(config_name=\"config\", overrides=[\"+experiment=conv_transformer_paragraphs\"])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "c9589350",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "net = instantiate(cfg.network)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "bc6dbd7e",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/aktersnurra/.cache/pypoetry/virtualenvs/text-recognizer-ejNaVa9M-py3.9/lib/python3.9/site-packages/torchvision/io/image.py:13: UserWarning: Failed to load image Python extension: /home/aktersnurra/.cache/pypoetry/virtualenvs/text-recognizer-ejNaVa9M-py3.9/lib/python3.9/site-packages/torchvision/image.so: undefined symbol: _ZNK3c1010TensorImpl36is_contiguous_nondefault_policy_implENS_12MemoryFormatE\n",
+ " warn(f\"Failed to load image Python extension: {e}\")\n"
+ ]
+ }
+ ],
+ "source": [
+ "loss_fn = instantiate(cfg.criterion)\n",
+ "datamodule = instantiate(cfg.datamodule)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "da7e8601",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import torch"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "b4be3fb0",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from text_recognizer.models.transformer import LitTransformer"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "8eea9949",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/aktersnurra/.cache/pypoetry/virtualenvs/text-recognizer-ejNaVa9M-py3.9/lib/python3.9/site-packages/torchmetrics/utilities/prints.py:36: UserWarning: Torchmetrics v0.9 introduced a new argument class property called `full_state_update` that has\n",
+ " not been set for this class (CharacterErrorRate). The property determines if `update` by\n",
+ " default needs access to the full metric state. If this is not the case, significant speedups can be\n",
+ " achieved and we recommend setting this to `False`.\n",
+ " We provide an checking function\n",
+ " `from torchmetrics.utilities import check_forward_full_state_property`\n",
+ " that can be used to check if the `full_state_update=True` (old and potential slower behaviour,\n",
+ " default for now) or if `full_state_update=False` can be used safely.\n",
+ " \n",
+ " warnings.warn(*args, **kwargs)\n"
+ ]
+ }
+ ],
+ "source": [
+ "model = LitTransformer.load_from_checkpoint(\"/home/aktersnurra/projects/text-recognizer/training/logs/runs/2022-09-19/00-23-48/checkpoints/epoch=156.ckpt\", network=net, mapping=datamodule.mapping, loss_fn=loss_fn, optimizer_config=cfg.optimizer)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "4c15da87",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "2022-09-25 17:55:10.349 | INFO | text_recognizer.data.iam_paragraphs:setup:110 - Loading IAM paragraph regions and lines for None...\n",
+ "2022-09-25 17:55:24.611 | DEBUG | text_recognizer.data.transforms.load_transform:_load_config:16 - Loading transforms from config: transform/paragraphs.yaml\n",
+ "2022-09-25 17:55:24.627 | DEBUG | text_recognizer.data.transforms.load_transform:_load_config:16 - Loading transforms from config: target_transform/pad.yaml\n",
+ "2022-09-25 17:55:26.874 | DEBUG | text_recognizer.data.transforms.load_transform:_load_config:16 - Loading transforms from config: test_transform/paragraphs.yaml\n",
+ "2022-09-25 17:55:26.880 | DEBUG | text_recognizer.data.transforms.load_transform:_load_config:16 - Loading transforms from config: target_transform/pad.yaml\n",
+ "2022-09-25 17:55:26.884 | INFO | text_recognizer.data.iam_synthetic_paragraphs:setup:83 - IAM Synthetic dataset steup for stage None...\n",
+ "2022-09-25 17:55:39.296 | DEBUG | text_recognizer.data.transforms.load_transform:_load_config:16 - Loading transforms from config: transform/paragraphs.yaml\n",
+ "2022-09-25 17:55:39.310 | DEBUG | text_recognizer.data.transforms.load_transform:_load_config:16 - Loading transforms from config: target_transform/pad.yaml\n"
+ ]
+ }
+ ],
+ "source": [
+ "datamodule = instantiate(cfg.datamodule)\n",
+ "datamodule.prepare_data()\n",
+ "datamodule.setup()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "id": "943e9397",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "dataset = datamodule.data_test"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "id": "fcc18902",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def _plot(image, figsize=(12,12), title='', vmin=0, vmax=255):\n",
+ " plt.figure(figsize=figsize)\n",
+ " if title:\n",
+ " plt.title(title)\n",
+ " plt.imshow(image, cmap='gray', vmin=vmin, vmax=vmax)\n",
+ "\n",
+ "def convert_y_label_to_string(y, mapping, padding_index=3):\n",
+ " return ''.join([mapping[int(i)] for i in y if i != padding_index])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "id": "ad5c23bd",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ "<Figure size 1200x1200 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "x, y = dataset[0]\n",
+ "_plot(x[0], vmax=1, title=convert_y_label_to_string(y, datamodule.mapping))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "id": "985fa50c",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "torch.Size([1, 576, 640])"
+ ]
+ },
+ "execution_count": 21,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "x.shape"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 24,
+ "id": "01c9ae38",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "y_hat = model.predict(x.unsqueeze(0))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "id": "dacf8244",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "<s>the \"nor (ib) 1), licatarth \"moor(a) would #\n",
+ "sand con'rely (4) livingrou, 'after-in-law (b\n",
+ "theat cane, 'here room say day (104 and\n",
+ "fix on enouce. he conviyent falling porting\n",
+ "forward # out deliggacy detter neal\n",
+ "collib over achedoligap, loopely as exact\n",
+ "to behy abiliply, le die slick be c#\n",
+ "didn't lad be \"le \"le - very plies popul\n",
+ "to best loe: (he shell dea elief oycono mishni\n",
+ "one big beach and learly.\n",
+ "lobuis\" is areal colonector actoralm character\n",
+ "had ciden<e>\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(convert_y_label_to_string(y_hat[0], datamodule.mapping))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "cd46b7ca",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from torchinfo import summary"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "67767e1a",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "==============================================================================================================\n",
+ "Layer (type:depth-idx) Output Shape Param #\n",
+ "==============================================================================================================\n",
+ "ConvTransformer [1, 58, 682] --\n",
+ "├─ConvNext: 1-1 [1, 128, 18, 160] 4,209,408\n",
+ "│ └─Conv2d: 2-1 [1, 16, 576, 640] 800\n",
+ "│ └─ModuleList: 2 -- --\n",
+ "│ │ └─ModuleList: 3 -- --\n",
+ "│ │ │ └─ConvNextBlock: 4-1 [1, 16, 576, 640] 10,080\n",
+ "│ │ │ └─Downsample: 4-2 [1, 16, 288, 320] 1,040\n",
+ "│ │ └─ModuleList: 3 -- --\n",
+ "│ │ │ └─ConvNextBlock: 4-3 [1, 16, 288, 320] 10,080\n",
+ "│ │ │ └─Downsample: 4-4 [1, 32, 144, 160] 2,080\n",
+ "│ │ └─ModuleList: 3 -- --\n",
+ "│ │ │ └─ConvNextBlock: 4-5 [1, 32, 144, 160] 38,592\n",
+ "│ │ │ └─Downsample: 4-6 [1, 64, 72, 160] 4,160\n",
+ "│ │ └─ModuleList: 3 -- --\n",
+ "│ │ │ └─ConvNextBlock: 4-7 [1, 64, 72, 160] 150,912\n",
+ "│ │ │ └─Downsample: 4-8 [1, 128, 36, 160] 16,512\n",
+ "│ │ └─ModuleList: 3 -- --\n",
+ "│ │ │ └─ConvNextBlock: 4-9 [1, 128, 36, 160] 596,736\n",
+ "│ │ │ └─Downsample: 4-10 [1, 128, 18, 160] 32,896\n",
+ "│ └─TransformerBlock: 2-2 [1, 128, 18, 160] --\n",
+ "│ │ └─Attention: 3-1 [1, 128, 18, 160] --\n",
+ "│ │ │ └─LayerNorm: 4-11 [1, 128, 18, 160] 128\n",
+ "│ │ │ └─Conv2d: 4-12 [1, 768, 18, 160] 98,304\n",
+ "│ │ │ └─Conv2d: 4-13 [1, 128, 18, 160] 32,768\n",
+ "│ │ └─FeedForward: 3-2 [1, 128, 18, 160] --\n",
+ "│ │ │ └─Residual: 4-14 [1, 128, 18, 160] 131,712\n",
+ "│ └─LayerNorm: 2-3 [1, 128, 18, 160] 128\n",
+ "├─Conv2d: 1-2 [1, 128, 18, 160] 16,512\n",
+ "├─AxialPositionalEmbeddingImage: 1-3 [1, 128, 18, 160] --\n",
+ "│ └─AxialPositionalEmbedding: 2-4 [1, 2880, 128] 11,392\n",
+ "├─Embedding: 1-4 [1, 682, 128] 7,424\n",
+ "├─PositionalEncoding: 1-5 [1, 682, 128] --\n",
+ "│ └─Dropout: 2-5 [1, 682, 128] --\n",
+ "├─Decoder: 1-6 [1, 682, 128] --\n",
+ "│ └─ModuleList: 2 -- --\n",
+ "│ │ └─DecoderBlock: 3-3 [1, 682, 128] --\n",
+ "│ │ └─DecoderBlock: 3-4 [1, 682, 128] --\n",
+ "│ │ └─DecoderBlock: 3-5 [1, 682, 128] --\n",
+ "│ │ └─DecoderBlock: 3-6 [1, 682, 128] --\n",
+ "│ │ └─DecoderBlock: 3-7 [1, 682, 128] --\n",
+ "│ │ └─DecoderBlock: 3-8 [1, 682, 128] --\n",
+ "├─Linear: 1-7 [1, 682, 58] 7,482\n",
+ "==============================================================================================================\n",
+ "Total params: 10,695,242\n",
+ "Trainable params: 10,695,242\n",
+ "Non-trainable params: 0\n",
+ "Total mult-adds (G): 54.63\n",
+ "==============================================================================================================\n",
+ "Input size (MB): 1.48\n",
+ "Forward/backward pass size (MB): 2119.39\n",
+ "Params size (MB): 42.78\n",
+ "Estimated Total Size (MB): 2163.65\n",
+ "=============================================================================================================="
+ ]
+ },
+ "execution_count": 6,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "summary(net, ((1, 1, 576, 640), (1, 682)), device=\"cpu\", depth=4)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "cf30950e",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.4"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/notebooks/04-conv-transformer.ipynb b/notebooks/04-conv-transformer.ipynb
index 50779a9..0ddf73b 100644
--- a/notebooks/04-conv-transformer.ipynb
+++ b/notebooks/04-conv-transformer.ipynb
@@ -40,7 +40,7 @@
},
{
"cell_type": "code",
- "execution_count": 26,
+ "execution_count": 3,
"id": "3cf50475-39f2-4642-a7d1-5bcbc0a036f7",
"metadata": {},
"outputs": [],
@@ -50,7 +50,7 @@
},
{
"cell_type": "code",
- "execution_count": 42,
+ "execution_count": 12,
"id": "e52ecb01-c975-4e55-925d-1182c7aea473",
"metadata": {},
"outputs": [],
@@ -61,17 +61,17 @@
},
{
"cell_type": "code",
- "execution_count": 43,
+ "execution_count": 13,
"id": "f939aa37-7b1d-45cc-885c-323c4540bda1",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "{'_target_': 'text_recognizer.networks.ConvTransformer', 'input_dims': [1, 1, 576, 640], 'hidden_dim': 128, 'num_classes': 58, 'pad_index': 3, 'encoder': {'_target_': 'text_recognizer.networks.convnext.ConvNext', 'dim': 16, 'dim_mults': [2, 4, 8], 'depths': [3, 3, 6], 'downsampling_factors': [[2, 2], [2, 2], [2, 2]]}, 'decoder': {'_target_': 'text_recognizer.networks.transformer.Decoder', 'depth': 10, 'block': {'_target_': 'text_recognizer.networks.transformer.DecoderBlock', 'self_attn': {'_target_': 'text_recognizer.networks.transformer.Attention', 'dim': 128, 'num_heads': 12, 'dim_head': 64, 'dropout_rate': 0.2, 'causal': True, 'rotary_embedding': {'_target_': 'text_recognizer.networks.transformer.RotaryEmbedding', 'dim': 64}}, 'cross_attn': {'_target_': 'text_recognizer.networks.transformer.Attention', 'dim': 128, 'num_heads': 12, 'dim_head': 64, 'dropout_rate': 0.2, 'causal': False}, 'norm': {'_target_': 'text_recognizer.networks.transformer.RMSNorm', 'dim': 128}, 'ff': {'_target_': 'text_recognizer.networks.transformer.FeedForward', 'dim': 128, 'dim_out': None, 'expansion_factor': 2, 'glu': True, 'dropout_rate': 0.2}}}, 'pixel_embedding': {'_target_': 'text_recognizer.networks.transformer.embeddings.axial.AxialPositionalEmbeddingImage', 'dim': 128, 'axial_shape': [7, 128], 'axial_dims': [64, 64]}, 'token_pos_embedding': {'_target_': 'text_recognizer.networks.transformer.embeddings.fourier.PositionalEncoding', 'dim': 128, 'dropout_rate': 0.1, 'max_len': 89}}"
+ "{'_target_': 'text_recognizer.networks.ConvTransformer', 'input_dims': [1, 1, 576, 640], 'hidden_dim': 128, 'num_classes': 58, 'pad_index': 3, 'encoder': {'_target_': 'text_recognizer.networks.convnext.ConvNext', 'dim': 16, 'dim_mults': [2, 4, 8], 'depths': [3, 3, 6], 'downsampling_factors': [[2, 2], [2, 2], [2, 2]]}, 'decoder': {'_target_': 'text_recognizer.networks.transformer.Decoder', 'dim': 128, 'depth': 10, 'block': {'_target_': 'text_recognizer.networks.transformer.decoder_block.DecoderBlock', 'self_attn': {'_target_': 'text_recognizer.networks.transformer.Attention', 'dim': 128, 'num_heads': 12, 'dim_head': 64, 'dropout_rate': 0.2, 'causal': True, 'rotary_embedding': {'_target_': 'text_recognizer.networks.transformer.RotaryEmbedding', 'dim': 64}}, 'cross_attn': {'_target_': 'text_recognizer.networks.transformer.Attention', 'dim': 128, 'num_heads': 12, 'dim_head': 64, 'dropout_rate': 0.2, 'causal': False}, 'norm': {'_target_': 'text_recognizer.networks.transformer.RMSNorm', 'dim': 128}, 'ff': {'_target_': 'text_recognizer.networks.transformer.FeedForward', 'dim': 128, 'dim_out': None, 'expansion_factor': 2, 'glu': True, 'dropout_rate': 0.2}}}, 'pixel_embedding': {'_target_': 'text_recognizer.networks.transformer.embeddings.axial.AxialPositionalEmbeddingImage', 'dim': 128, 'axial_shape': [7, 128], 'axial_dims': [64, 64]}, 'token_pos_embedding': {'_target_': 'text_recognizer.networks.transformer.embeddings.fourier.PositionalEncoding', 'dim': 128, 'dropout_rate': 0.1, 'max_len': 89}}"
]
},
- "execution_count": 43,
+ "execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
@@ -82,7 +82,7 @@
},
{
"cell_type": "code",
- "execution_count": 44,
+ "execution_count": 14,
"id": "aaeab329-aeb0-4a1b-aa35-5a2aab81b1d0",
"metadata": {
"scrolled": false
@@ -94,7 +94,7 @@
},
{
"cell_type": "code",
- "execution_count": 45,
+ "execution_count": 15,
"id": "618b997c-e6a6-4487-b70c-9d260cb556d3",
"metadata": {},
"outputs": [],
@@ -104,63 +104,125 @@
},
{
"cell_type": "code",
- "execution_count": 46,
+ "execution_count": 16,
"id": "7daf1f49",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "==============================================================================================================\n",
- "Layer (type:depth-idx) Output Shape Param #\n",
- "==============================================================================================================\n",
- "ConvTransformer [1, 58, 89] --\n",
- "├─ConvNext: 1-1 [1, 128, 7, 128] 1,051,488\n",
- "│ └─Conv2d: 2-1 [1, 16, 56, 1024] 800\n",
- "│ └─ModuleList: 2 -- --\n",
- "│ │ └─ModuleList: 3 -- --\n",
- "│ │ │ └─ConvNextBlock: 4-1 [1, 16, 56, 1024] 10,080\n",
- "│ │ │ └─Downsample: 4-2 [1, 32, 28, 512] 2,080\n",
- "│ │ └─ModuleList: 3 -- --\n",
- "│ │ │ └─ConvNextBlock: 4-3 [1, 32, 28, 512] 38,592\n",
- "│ │ │ └─Downsample: 4-4 [1, 64, 14, 256] 8,256\n",
- "│ │ └─ModuleList: 3 -- --\n",
- "│ │ │ └─ConvNextBlock: 4-5 [1, 64, 14, 256] 150,912\n",
- "│ │ │ └─Downsample: 4-6 [1, 128, 7, 128] 32,896\n",
- "│ └─LayerNorm: 2-2 [1, 128, 7, 128] 128\n",
- "├─Conv2d: 1-2 [1, 128, 7, 128] 16,512\n",
- "├─AxialPositionalEmbeddingImage: 1-3 [1, 128, 7, 128] --\n",
- "│ └─AxialPositionalEmbedding: 2-3 [1, 896, 128] 8,640\n",
- "├─Embedding: 1-4 [1, 89, 128] 7,424\n",
- "├─PositionalEncoding: 1-5 [1, 89, 128] --\n",
- "│ └─Dropout: 2-4 [1, 89, 128] --\n",
- "├─Decoder: 1-6 [1, 89, 128] --\n",
- "│ └─ModuleList: 2 -- --\n",
- "│ │ └─DecoderBlock: 3-1 [1, 89, 128] --\n",
- "│ │ └─DecoderBlock: 3-2 [1, 89, 128] --\n",
- "│ │ └─DecoderBlock: 3-3 [1, 89, 128] --\n",
- "│ │ └─DecoderBlock: 3-4 [1, 89, 128] --\n",
- "│ │ └─DecoderBlock: 3-5 [1, 89, 128] --\n",
- "│ │ └─DecoderBlock: 3-6 [1, 89, 128] --\n",
- "│ │ └─DecoderBlock: 3-7 [1, 89, 128] --\n",
- "│ │ └─DecoderBlock: 3-8 [1, 89, 128] --\n",
- "│ │ └─DecoderBlock: 3-9 [1, 89, 128] --\n",
- "│ │ └─DecoderBlock: 3-10 [1, 89, 128] --\n",
- "├─Linear: 1-7 [1, 89, 58] 7,482\n",
- "==============================================================================================================\n",
- "Total params: 10,195,450\n",
- "Trainable params: 10,195,450\n",
+ "=========================================================================================================\n",
+ "Layer (type:depth-idx) Output Shape Param #\n",
+ "=========================================================================================================\n",
+ "ConvTransformer [1, 58, 89] --\n",
+ "├─ConvNext: 1-1 [1, 128, 7, 128] 1,051,488\n",
+ "│ └─Conv2d: 2-1 [1, 16, 56, 1024] 800\n",
+ "│ └─ModuleList: 2 -- --\n",
+ "│ │ └─ModuleList: 3 -- --\n",
+ "│ │ │ └─ConvNextBlock: 4-1 [1, 16, 56, 1024] 10,080\n",
+ "│ │ │ └─Downsample: 4-2 [1, 32, 28, 512] 2,080\n",
+ "│ │ └─ModuleList: 3 -- --\n",
+ "│ │ │ └─ConvNextBlock: 4-3 [1, 32, 28, 512] 38,592\n",
+ "│ │ │ └─Downsample: 4-4 [1, 64, 14, 256] 8,256\n",
+ "│ │ └─ModuleList: 3 -- --\n",
+ "│ │ │ └─ConvNextBlock: 4-5 [1, 64, 14, 256] 150,912\n",
+ "│ │ │ └─Downsample: 4-6 [1, 128, 7, 128] 32,896\n",
+ "│ └─Identity: 2-2 [1, 128, 7, 128] --\n",
+ "│ └─LayerNorm: 2-3 [1, 128, 7, 128] 128\n",
+ "├─Conv2d: 1-2 [1, 128, 7, 128] 16,512\n",
+ "├─AxialPositionalEmbeddingImage: 1-3 [1, 128, 7, 128] --\n",
+ "│ └─AxialPositionalEmbedding: 2-4 [1, 896, 128] 8,640\n",
+ "├─Embedding: 1-4 [1, 89, 128] 7,424\n",
+ "├─PositionalEncoding: 1-5 [1, 89, 128] --\n",
+ "│ └─Dropout: 2-5 [1, 89, 128] --\n",
+ "├─Decoder: 1-6 [1, 89, 128] --\n",
+ "│ └─ModuleList: 2 -- --\n",
+ "│ │ └─DecoderBlock: 3-1 [1, 89, 128] --\n",
+ "│ │ │ └─RMSNorm: 4-7 [1, 89, 128] 128\n",
+ "│ │ │ └─Attention: 4-8 [1, 89, 128] 393,344\n",
+ "│ │ │ └─RMSNorm: 4-9 [1, 89, 128] 128\n",
+ "│ │ │ └─Attention: 4-10 [1, 89, 128] 393,344\n",
+ "│ │ │ └─RMSNorm: 4-11 [1, 89, 128] 128\n",
+ "│ │ │ └─FeedForward: 4-12 [1, 89, 128] 98,944\n",
+ "│ │ └─DecoderBlock: 3-2 [1, 89, 128] --\n",
+ "│ │ │ └─RMSNorm: 4-13 [1, 89, 128] 128\n",
+ "│ │ │ └─Attention: 4-14 [1, 89, 128] 393,344\n",
+ "│ │ │ └─RMSNorm: 4-15 [1, 89, 128] 128\n",
+ "│ │ │ └─Attention: 4-16 [1, 89, 128] 393,344\n",
+ "│ │ │ └─RMSNorm: 4-17 [1, 89, 128] 128\n",
+ "│ │ │ └─FeedForward: 4-18 [1, 89, 128] 98,944\n",
+ "│ │ └─DecoderBlock: 3-3 [1, 89, 128] --\n",
+ "│ │ │ └─RMSNorm: 4-19 [1, 89, 128] 128\n",
+ "│ │ │ └─Attention: 4-20 [1, 89, 128] 393,344\n",
+ "│ │ │ └─RMSNorm: 4-21 [1, 89, 128] 128\n",
+ "│ │ │ └─Attention: 4-22 [1, 89, 128] 393,344\n",
+ "│ │ │ └─RMSNorm: 4-23 [1, 89, 128] 128\n",
+ "│ │ │ └─FeedForward: 4-24 [1, 89, 128] 98,944\n",
+ "│ │ └─DecoderBlock: 3-4 [1, 89, 128] --\n",
+ "│ │ │ └─RMSNorm: 4-25 [1, 89, 128] 128\n",
+ "│ │ │ └─Attention: 4-26 [1, 89, 128] 393,344\n",
+ "│ │ │ └─RMSNorm: 4-27 [1, 89, 128] 128\n",
+ "│ │ │ └─Attention: 4-28 [1, 89, 128] 393,344\n",
+ "│ │ │ └─RMSNorm: 4-29 [1, 89, 128] 128\n",
+ "│ │ │ └─FeedForward: 4-30 [1, 89, 128] 98,944\n",
+ "│ │ └─DecoderBlock: 3-5 [1, 89, 128] --\n",
+ "│ │ │ └─RMSNorm: 4-31 [1, 89, 128] 128\n",
+ "│ │ │ └─Attention: 4-32 [1, 89, 128] 393,344\n",
+ "│ │ │ └─RMSNorm: 4-33 [1, 89, 128] 128\n",
+ "│ │ │ └─Attention: 4-34 [1, 89, 128] 393,344\n",
+ "│ │ │ └─RMSNorm: 4-35 [1, 89, 128] 128\n",
+ "│ │ │ └─FeedForward: 4-36 [1, 89, 128] 98,944\n",
+ "│ │ └─DecoderBlock: 3-6 [1, 89, 128] --\n",
+ "│ │ │ └─RMSNorm: 4-37 [1, 89, 128] 128\n",
+ "│ │ │ └─Attention: 4-38 [1, 89, 128] 393,344\n",
+ "│ │ │ └─RMSNorm: 4-39 [1, 89, 128] 128\n",
+ "│ │ │ └─Attention: 4-40 [1, 89, 128] 393,344\n",
+ "│ │ │ └─RMSNorm: 4-41 [1, 89, 128] 128\n",
+ "│ │ │ └─FeedForward: 4-42 [1, 89, 128] 98,944\n",
+ "│ │ └─DecoderBlock: 3-7 [1, 89, 128] --\n",
+ "│ │ │ └─RMSNorm: 4-43 [1, 89, 128] 128\n",
+ "│ │ │ └─Attention: 4-44 [1, 89, 128] 393,344\n",
+ "│ │ │ └─RMSNorm: 4-45 [1, 89, 128] 128\n",
+ "│ │ │ └─Attention: 4-46 [1, 89, 128] 393,344\n",
+ "│ │ │ └─RMSNorm: 4-47 [1, 89, 128] 128\n",
+ "│ │ │ └─FeedForward: 4-48 [1, 89, 128] 98,944\n",
+ "│ │ └─DecoderBlock: 3-8 [1, 89, 128] --\n",
+ "│ │ │ └─RMSNorm: 4-49 [1, 89, 128] 128\n",
+ "│ │ │ └─Attention: 4-50 [1, 89, 128] 393,344\n",
+ "│ │ │ └─RMSNorm: 4-51 [1, 89, 128] 128\n",
+ "│ │ │ └─Attention: 4-52 [1, 89, 128] 393,344\n",
+ "│ │ │ └─RMSNorm: 4-53 [1, 89, 128] 128\n",
+ "│ │ │ └─FeedForward: 4-54 [1, 89, 128] 98,944\n",
+ "│ │ └─DecoderBlock: 3-9 [1, 89, 128] --\n",
+ "│ │ │ └─RMSNorm: 4-55 [1, 89, 128] 128\n",
+ "│ │ │ └─Attention: 4-56 [1, 89, 128] 393,344\n",
+ "│ │ │ └─RMSNorm: 4-57 [1, 89, 128] 128\n",
+ "│ │ │ └─Attention: 4-58 [1, 89, 128] 393,344\n",
+ "│ │ │ └─RMSNorm: 4-59 [1, 89, 128] 128\n",
+ "│ │ │ └─FeedForward: 4-60 [1, 89, 128] 98,944\n",
+ "│ │ └─DecoderBlock: 3-10 [1, 89, 128] --\n",
+ "│ │ │ └─RMSNorm: 4-61 [1, 89, 128] 128\n",
+ "│ │ │ └─Attention: 4-62 [1, 89, 128] 393,344\n",
+ "│ │ │ └─RMSNorm: 4-63 [1, 89, 128] 128\n",
+ "│ │ │ └─Attention: 4-64 [1, 89, 128] 393,344\n",
+ "│ │ │ └─RMSNorm: 4-65 [1, 89, 128] 128\n",
+ "│ │ │ └─FeedForward: 4-66 [1, 89, 128] 98,944\n",
+ "│ └─LayerNorm: 2-6 [1, 89, 128] 256\n",
+ "├─Linear: 1-7 [1, 89, 58] 7,482\n",
+ "=========================================================================================================\n",
+ "Total params: 10,195,706\n",
+ "Trainable params: 10,195,706\n",
"Non-trainable params: 0\n",
"Total mult-adds (G): 8.47\n",
- "==============================================================================================================\n",
+ "=========================================================================================================\n",
"Input size (MB): 0.23\n",
- "Forward/backward pass size (MB): 442.16\n",
+ "Forward/backward pass size (MB): 442.25\n",
"Params size (MB): 40.78\n",
- "Estimated Total Size (MB): 483.17\n",
- "=============================================================================================================="
+ "Estimated Total Size (MB): 483.26\n",
+ "========================================================================================================="
]
},
- "execution_count": 46,
+ "execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
diff --git a/notebooks/04-convnext.ipynb b/notebooks/04-convnext.ipynb
index 1779d13..b8d4e56 100644
--- a/notebooks/04-convnext.ipynb
+++ b/notebooks/04-convnext.ipynb
@@ -2,10 +2,19 @@
"cells": [
{
"cell_type": "code",
- "execution_count": 1,
+ "execution_count": 14,
"id": "7c02ae76-b540-4b16-9492-e9210b3b9249",
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The autoreload extension is already loaded. To reload it, use:\n",
+ " %reload_ext autoreload\n"
+ ]
+ }
+ ],
"source": [
"import os\n",
"os.environ['CUDA_VISIBLE_DEVICE'] = ''\n",
@@ -28,7 +37,7 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 15,
"id": "ccdb6dde-47e5-429a-88f2-0764fb7e259a",
"metadata": {},
"outputs": [],
@@ -40,7 +49,7 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 16,
"id": "3cf50475-39f2-4642-a7d1-5bcbc0a036f7",
"metadata": {},
"outputs": [],
@@ -50,7 +59,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 37,
"id": "e52ecb01-c975-4e55-925d-1182c7aea473",
"metadata": {},
"outputs": [],
@@ -61,7 +70,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 38,
"id": "f939aa37-7b1d-45cc-885c-323c4540bda1",
"metadata": {},
"outputs": [
@@ -71,7 +80,7 @@
"{'_target_': 'text_recognizer.networks.convnext.ConvNext', 'dim': 16, 'dim_mults': [2, 4, 8], 'depths': [3, 3, 6], 'downsampling_factors': [[2, 2], [2, 2], [2, 2]], 'attn': {'_target_': 'text_recognizer.networks.convnext.TransformerBlock', 'attn': {'_target_': 'text_recognizer.networks.convnext.Attention', 'dim': 128, 'heads': 4, 'dim_head': 64, 'scale': 8}, 'ff': {'_target_': 'text_recognizer.networks.convnext.FeedForward', 'dim': 128, 'mult': 4}}}"
]
},
- "execution_count": 5,
+ "execution_count": 38,
"metadata": {},
"output_type": "execute_result"
}
@@ -82,19 +91,19 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 19,
"id": "a2b420c1",
"metadata": {},
"outputs": [],
"source": [
- "cfg.dim_mults = [2, 4, 8, 8, 8]\n",
- "cfg.depths = [3, 3, 3, 3, 6]\n",
- "cfg.downsampling_factors = [[2, 2], [2, 2], [2, 2], [2, 1], [2, 1]]"
+ "cfg.dim_mults = [2, 4, 8, 8]\n",
+ "cfg.depths = [3, 3, 6, 6]\n",
+ "cfg.downsampling_factors = [[2, 2], [2, 2], [2, 2], [2, 1]]"
]
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 39,
"id": "c9589350",
"metadata": {},
"outputs": [],
@@ -104,7 +113,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 40,
"id": "618b997c-e6a6-4487-b70c-9d260cb556d3",
"metadata": {},
"outputs": [],
@@ -114,7 +123,7 @@
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": 41,
"id": "25759b7b-8deb-4163-b75d-a1357c9fe88f",
"metadata": {
"scrolled": false
@@ -126,90 +135,78 @@
"====================================================================================================\n",
"Layer (type:depth-idx) Output Shape Param #\n",
"====================================================================================================\n",
- "ConvNext [2, 128, 18, 80] 5,969,376\n",
- "├─Conv2d: 1-1 [2, 16, 576, 640] 800\n",
- "├─ModuleList: 1 -- --\n",
- "│ └─ModuleList: 2 -- --\n",
- "│ │ └─ConvNextBlock: 3-1 [2, 16, 576, 640] --\n",
- "│ │ │ └─Conv2d: 4-1 [2, 16, 576, 640] 800\n",
- "│ │ │ └─Sequential: 4-2 [2, 16, 576, 640] 9,280\n",
- "│ │ │ └─Identity: 4-3 [2, 16, 576, 640] --\n",
- "│ │ └─ModuleList: 3 -- --\n",
- "│ │ │ └─ConvNextBlock: 4-4 [2, 16, 576, 640] 10,080\n",
+ "ConvNext [2, 128, 72, 80] 165,408\n",
+ "├─TransformerBlock: 1-5 [2, 128, 72, 80] (recursive)\n",
+ "│ └─Attention: 2-6 [2, 128, 72, 80] (recursive)\n",
+ "│ │ └─LayerNorm: 3-13 [2, 128, 72, 80] (recursive)\n",
+ "├─Conv2d: 1-3 [2, 16, 576, 640] (recursive)\n",
+ "├─TransformerBlock: 1 -- --\n",
+ "│ └─Attention: 2 -- --\n",
+ "│ │ └─Conv2d: 3-15 [2, 128, 72, 80] (recursive)\n",
+ "│ └─FeedForward: 2-7 [2, 128, 72, 80] (recursive)\n",
+ "│ │ └─Residual: 3-16 [2, 128, 72, 80] (recursive)\n",
+ "│ │ │ └─Sequential: 4-26 [2, 128, 72, 80] (recursive)\n",
+ "├─Conv2d: 1-3 [2, 16, 576, 640] (recursive)\n",
+ "├─ModuleList: 1-4 -- --\n",
+ "│ └─ModuleList: 2-3 -- --\n",
+ "│ │ └─ConvNextBlock: 3-4 [2, 16, 576, 640] --\n",
+ "│ │ │ └─Conv2d: 4-2 [2, 16, 576, 640] 800\n",
+ "│ │ │ └─Sequential: 4-3 [2, 16, 576, 640] 9,280\n",
+ "│ │ │ └─Identity: 4-4 [2, 16, 576, 640] --\n",
+ "│ │ └─ModuleList: 3-5 -- --\n",
"│ │ │ └─ConvNextBlock: 4-5 [2, 16, 576, 640] 10,080\n",
"│ │ │ └─ConvNextBlock: 4-6 [2, 16, 576, 640] 10,080\n",
- "│ │ └─Downsample: 3-2 [2, 32, 288, 320] --\n",
- "│ │ │ └─Sequential: 4-7 [2, 32, 288, 320] 2,080\n",
- "│ └─ModuleList: 2 -- --\n",
- "│ │ └─ConvNextBlock: 3-3 [2, 32, 288, 320] --\n",
- "│ │ │ └─Conv2d: 4-8 [2, 32, 288, 320] 1,600\n",
- "│ │ │ └─Sequential: 4-9 [2, 32, 288, 320] 36,992\n",
- "│ │ │ └─Identity: 4-10 [2, 32, 288, 320] --\n",
- "│ │ └─ModuleList: 3 -- --\n",
- "│ │ │ └─ConvNextBlock: 4-11 [2, 32, 288, 320] 38,592\n",
+ "│ │ │ └─ConvNextBlock: 4-7 [2, 16, 576, 640] 10,080\n",
+ "│ │ └─Downsample: 3-6 [2, 32, 288, 320] --\n",
+ "│ │ │ └─Sequential: 4-8 [2, 32, 288, 320] 2,080\n",
+ "│ └─ModuleList: 2-4 -- --\n",
+ "│ │ └─ConvNextBlock: 3-7 [2, 32, 288, 320] --\n",
+ "│ │ │ └─Conv2d: 4-9 [2, 32, 288, 320] 1,600\n",
+ "│ │ │ └─Sequential: 4-10 [2, 32, 288, 320] 36,992\n",
+ "│ │ │ └─Identity: 4-11 [2, 32, 288, 320] --\n",
+ "│ │ └─ModuleList: 3-8 -- --\n",
"│ │ │ └─ConvNextBlock: 4-12 [2, 32, 288, 320] 38,592\n",
"│ │ │ └─ConvNextBlock: 4-13 [2, 32, 288, 320] 38,592\n",
- "│ │ └─Downsample: 3-4 [2, 64, 144, 160] --\n",
- "│ │ │ └─Sequential: 4-14 [2, 64, 144, 160] 8,256\n",
- "│ └─ModuleList: 2 -- --\n",
- "│ │ └─ConvNextBlock: 3-5 [2, 64, 144, 160] --\n",
- "│ │ │ └─Conv2d: 4-15 [2, 64, 144, 160] 3,200\n",
- "│ │ │ └─Sequential: 4-16 [2, 64, 144, 160] 147,712\n",
- "│ │ │ └─Identity: 4-17 [2, 64, 144, 160] --\n",
- "│ │ └─ModuleList: 3 -- --\n",
- "│ │ │ └─ConvNextBlock: 4-18 [2, 64, 144, 160] 150,912\n",
+ "│ │ │ └─ConvNextBlock: 4-14 [2, 32, 288, 320] 38,592\n",
+ "│ │ └─Downsample: 3-9 [2, 64, 144, 160] --\n",
+ "│ │ │ └─Sequential: 4-15 [2, 64, 144, 160] 8,256\n",
+ "│ └─ModuleList: 2-5 -- --\n",
+ "│ │ └─ConvNextBlock: 3-10 [2, 64, 144, 160] --\n",
+ "│ │ │ └─Conv2d: 4-16 [2, 64, 144, 160] 3,200\n",
+ "│ │ │ └─Sequential: 4-17 [2, 64, 144, 160] 147,712\n",
+ "│ │ │ └─Identity: 4-18 [2, 64, 144, 160] --\n",
+ "│ │ └─ModuleList: 3-11 -- --\n",
"│ │ │ └─ConvNextBlock: 4-19 [2, 64, 144, 160] 150,912\n",
"│ │ │ └─ConvNextBlock: 4-20 [2, 64, 144, 160] 150,912\n",
- "│ │ └─Downsample: 3-6 [2, 128, 72, 80] --\n",
- "│ │ │ └─Sequential: 4-21 [2, 128, 72, 80] 32,896\n",
- "│ └─ModuleList: 2 -- --\n",
- "│ │ └─ConvNextBlock: 3-7 [2, 128, 72, 80] --\n",
- "│ │ │ └─Conv2d: 4-22 [2, 128, 72, 80] 6,400\n",
- "│ │ │ └─Sequential: 4-23 [2, 128, 72, 80] 590,336\n",
- "│ │ │ └─Identity: 4-24 [2, 128, 72, 80] --\n",
- "│ │ └─ModuleList: 3 -- --\n",
- "│ │ │ └─ConvNextBlock: 4-25 [2, 128, 72, 80] 596,736\n",
- "│ │ │ └─ConvNextBlock: 4-26 [2, 128, 72, 80] 596,736\n",
- "│ │ │ └─ConvNextBlock: 4-27 [2, 128, 72, 80] 596,736\n",
- "│ │ └─Downsample: 3-8 [2, 128, 36, 80] --\n",
- "│ │ │ └─Sequential: 4-28 [2, 128, 36, 80] 32,896\n",
- "│ └─ModuleList: 2 -- --\n",
- "│ │ └─ConvNextBlock: 3-9 [2, 128, 36, 80] --\n",
- "│ │ │ └─Conv2d: 4-29 [2, 128, 36, 80] 6,400\n",
- "│ │ │ └─Sequential: 4-30 [2, 128, 36, 80] 590,336\n",
- "│ │ │ └─Identity: 4-31 [2, 128, 36, 80] --\n",
- "│ │ └─ModuleList: 3 -- --\n",
- "│ │ │ └─ConvNextBlock: 4-32 [2, 128, 36, 80] 596,736\n",
- "│ │ │ └─ConvNextBlock: 4-33 [2, 128, 36, 80] 596,736\n",
- "│ │ │ └─ConvNextBlock: 4-34 [2, 128, 36, 80] 596,736\n",
- "│ │ │ └─ConvNextBlock: 4-35 [2, 128, 36, 80] 596,736\n",
- "│ │ │ └─ConvNextBlock: 4-36 [2, 128, 36, 80] 596,736\n",
- "│ │ │ └─ConvNextBlock: 4-37 [2, 128, 36, 80] 596,736\n",
- "│ │ └─Downsample: 3-10 [2, 128, 18, 80] --\n",
- "│ │ │ └─Sequential: 4-38 [2, 128, 18, 80] 32,896\n",
- "├─TransformerBlock: 1-2 [2, 128, 18, 80] --\n",
- "│ └─Attention: 2-1 [2, 128, 18, 80] --\n",
- "│ │ └─LayerNorm: 3-11 [2, 128, 18, 80] 128\n",
- "│ │ └─Conv2d: 3-12 [2, 768, 18, 80] 98,304\n",
- "│ │ └─Conv2d: 3-13 [2, 128, 18, 80] 32,768\n",
- "│ └─FeedForward: 2-2 [2, 128, 18, 80] --\n",
- "│ │ └─Residual: 3-14 [2, 128, 18, 80] --\n",
- "│ │ │ └─Sequential: 4-39 [2, 128, 18, 80] 131,712\n",
- "├─LayerNorm: 1-3 [2, 128, 18, 80] 128\n",
+ "│ │ │ └─ConvNextBlock: 4-21 [2, 64, 144, 160] 150,912\n",
+ "│ │ │ └─ConvNextBlock: 4-22 [2, 64, 144, 160] 150,912\n",
+ "│ │ │ └─ConvNextBlock: 4-23 [2, 64, 144, 160] 150,912\n",
+ "│ │ │ └─ConvNextBlock: 4-24 [2, 64, 144, 160] 150,912\n",
+ "│ │ └─Downsample: 3-12 [2, 128, 72, 80] --\n",
+ "│ │ │ └─Sequential: 4-25 [2, 128, 72, 80] 32,896\n",
+ "├─TransformerBlock: 1-5 [2, 128, 72, 80] (recursive)\n",
+ "│ └─Attention: 2-6 [2, 128, 72, 80] (recursive)\n",
+ "│ │ └─LayerNorm: 3-13 [2, 128, 72, 80] (recursive)\n",
+ "│ │ └─Conv2d: 3-14 [2, 768, 72, 80] 98,304\n",
+ "│ │ └─Conv2d: 3-15 [2, 128, 72, 80] (recursive)\n",
+ "│ └─FeedForward: 2-7 [2, 128, 72, 80] (recursive)\n",
+ "│ │ └─Residual: 3-16 [2, 128, 72, 80] (recursive)\n",
+ "│ │ │ └─Sequential: 4-26 [2, 128, 72, 80] (recursive)\n",
+ "├─LayerNorm: 1-6 [2, 128, 72, 80] 128\n",
"====================================================================================================\n",
- "Total params: 7,735,296\n",
- "Trainable params: 7,735,296\n",
+ "Total params: 1,558,144\n",
+ "Trainable params: 1,558,144\n",
"Non-trainable params: 0\n",
- "Total mult-adds (G): 140.23\n",
+ "Total mult-adds (G): 114.00\n",
"====================================================================================================\n",
"Input size (MB): 2.95\n",
- "Forward/backward pass size (MB): 3987.21\n",
- "Params size (MB): 30.94\n",
- "Estimated Total Size (MB): 4021.10\n",
+ "Forward/backward pass size (MB): 3822.06\n",
+ "Params size (MB): 5.57\n",
+ "Estimated Total Size (MB): 3830.58\n",
"===================================================================================================="
]
},
- "execution_count": 13,
+ "execution_count": 41,
"metadata": {},
"output_type": "execute_result"
}
@@ -221,7 +218,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7a7e27f4",
+ "id": "05c1d499",
"metadata": {},
"outputs": [],
"source": []