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DiffuScene Custom Text Testing
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JSON file: /home/v-meiszhang/amlt-project/DiffuScene/training_data_with_content_v3.1.json
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Testing room type: livingrooms
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Config: ../config/text/diffusion_livingrooms_instancond_lat32_v_bert.yaml
Weight file: ../pretrained/pretrained_diffusion/livingrooms_bert/model_118000
Output: ../pretrained/pretrained_diffusion/livingrooms_bert/custom_text_test
/home/v-meiszhang/miniconda3/envs/diffuscene/lib/python3.8/site-packages/torchvision/models/_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead.
warnings.warn(
/home/v-meiszhang/miniconda3/envs/diffuscene/lib/python3.8/site-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=None`.
warnings.warn(msg)
Some weights of the model checkpoint at bert-base-cased were not used when initializing BertModel: ['cls.seq_relationship.bias', 'cls.predictions.transform.LayerNorm.bias', 'cls.predictions.decoder.weight', 'cls.predictions.transform.dense.weight', 'cls.seq_relationship.weight', 'cls.predictions.transform.LayerNorm.weight', 'cls.predictions.bias', 'cls.predictions.transform.dense.bias']
- This IS expected if you are initializing BertModel from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).
- This IS NOT expected if you are initializing BertModel from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).
Using device: cuda:0
Loaded 500 test samples
Filtered to 160 samples with room_type='livingroom'
Applying threed_front_livingroom filtering
bounds_objfeats of dataset: [0.9703475832939148, -5.353787422180176, 6.099915027618408]
bounds_objfeats_32 of dataset: [0.9740170240402222, -5.804656028747559, 4.993575572967529]
rendered_scene is : rendered_scene_256.png
use lat32 as objfeats
add text into input dict for training
use consin_angles instead of original angles, AND use normalized objfeats
permute keys are: ['class_labels', 'translations', 'sizes', 'angles', 'objfeats_32']
Loaded 192 scenes from dataset
Loaded 2090 furniture models
use text as condition, and pretrained bert model
separate unet1d encoder of objectness/class/translation/size/angle
separate unet1d decoder of objectness/class/translation/size/angle
load centriods min [-5.67291869 0.0375 -5.71640158] and max [5.09667922 3.35774051 5.40485 ] in Gausssion Diffusion
load sizes min [0.03999 0.02000002 0.0328435 ] and max [2.38027 1.770065 1.322429] in Gausssion Diffusion
Loading weight file from ../pretrained/pretrained_diffusion/livingrooms_bert/model_118000
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Generating scenes for 160 test samples
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[1/160] ID: 0032b185-4914-49e5-b973-f82271674308-23b938c9-e44a-4576-a237-11ef2182793b
Original text: I need a modular TV zone where a mid-century style stand with sliding doors and open shelving serves...
Truncated text: I need a modular TV zone where a mid-century style stand with sliding doors and open shelving serves as the focal point. I’d like it to be positioned to keep the seating area's lines clean, enhancing the overall balance between function and style.
after bert: torch.Size([1, 55, 768])
unconditional / conditional generation sampling
[2/160] ID: 011da194-aa84-4a98-bf9a-afd18357819a-0f5d0fa9-6de5-4ff7-ac23-d6501e528e6a
Original text: Aiming to lay out a sizable living room for both quiet moments and social functions....
Truncated text: Aiming to lay out a sizable living room for both quiet moments and social functions.
after bert: torch.Size([1, 20, 768])
unconditional / conditional generation sampling
[3/160] ID: 0220df39-8356-4ba5-8f26-4f385afa2cae-a134ae30-6aba-4acd-b02d-25c917189f75
Original text: A cozy and compact living room designed for contemporary urban living....
Truncated text: A cozy and compact living room designed for contemporary urban living.
after bert: torch.Size([1, 15, 768])
unconditional / conditional generation sampling
[4/160] ID: 03279ac8-717b-4b94-96e1-3b6a7e94e782-25b13f61-f532-483d-8f60-3713aa2adb53
Original text: Sleek living room with standing and pendant lighting to complement the spacious seating and function...
Truncated text: Sleek living room with standing and pendant lighting to complement the spacious seating and functional tables.
after bert: torch.Size([1, 21, 768])
unconditional / conditional generation sampling
[5/160] ID: 03cf3c1a-32b8-456a-bf56-e24caf231092-4e7e7d6e-e8de-409a-84ca-35fe7cbdeacf
Original text: A room designed for dining, with a focus on essential furniture like a table and seating for multipl...
Truncated text: A room designed for dining, with a focus on essential furniture like a table and seating for multiple people.
after bert: torch.Size([1, 23, 768])
unconditional / conditional generation sampling
[6/160] ID: 0422e423-8aba-40f0-9090-78f448423468-59cc9ab2-bee0-400a-b62a-2393408ac555
Original text: Dreaming of a large, cohesive living room that incorporates a dedicated dining zone....
Truncated text: Dreaming of a large, cohesive living room that incorporates a dedicated dining zone.
after bert: torch.Size([1, 19, 768])
unconditional / conditional generation sampling
[7/160] ID: 07f02d16-a025-4bc4-a45d-5f487c545f49-8daf4632-ac08-4ec8-9bf1-c059bec16bf1
Original text: A children’s play or storage area off to one side of the room, defined by a compact cabinet with she...
Truncated text: A children’s play or storage area off to one side of the room, defined by a compact cabinet with shelves. The cabinet is tucked away, making it practical for tidy storage of toys or books.
after bert: torch.Size([1, 44, 768])
unconditional / conditional generation sampling
[8/160] ID: 0832d1de-528e-4d78-9177-1a96e38ad499-d085c301-cefe-4e0e-be9a-b627f7c8b509
Original text: Group the sofa and floor lamp together to create a dedicated lounging zone at one side of the room....
Truncated text: Group the sofa and floor lamp together to create a dedicated lounging zone at one side of the room.
after bert: torch.Size([1, 24, 768])
unconditional / conditional generation sampling
[9/160] ID: 08a52364-b500-4fa7-a4bc-d0500965c6b4-52ed294a-640a-4c91-88aa-d8ea7e4ae938
Original text: Arrange an inviting living room with a subtle division for dining and relaxation....
Truncated text: Arrange an inviting living room with a subtle division for dining and relaxation.
after bert: torch.Size([1, 18, 768])
unconditional / conditional generation sampling
[10/160] ID: 0a28563b-19e4-4d67-8130-9a87a547daf6-31d5f02b-5d67-42b5-90d5-d0070d2121ad
Original text: I'd like a living space that feels balanced and suitable for dining....
Truncated text: I'd like a living space that feels balanced and suitable for dining.
after bert: torch.Size([1, 17, 768])
unconditional / conditional generation sampling
Progress: 10/160 scenes generated
[11/160] ID: 0b0aa9c5-fe43-4926-bfaa-34764214c250-3deb82ae-5906-4d07-9ace-894079cf9104
Original text: A well-organized living room that provides a seating area, storage solutions, and space for decor....
Truncated text: A well-organized living room that provides a seating area, storage solutions, and space for decor.
after bert: torch.Size([1, 23, 768])
unconditional / conditional generation sampling
[12/160] ID: 0b4abd30-b157-4ecf-a077-989285598cf2-4301a120-9525-4208-b679-d455e8c70fde
Original text: A compact living room that balances practical seating options with decorative greenery....
Truncated text: A compact living room that balances practical seating options with decorative greenery.
after bert: torch.Size([1, 17, 768])
unconditional / conditional generation sampling
[13/160] ID: 0de89e0a-723c-4297-8d99-3f9c2781ff3b-26d8ce75-3531-4c1e-b1c2-fb0daccb543a
Original text: Design a streamlined space that combines dining and living functions within a rectangular footprint....
Truncated text: Design a streamlined space that combines dining and living functions within a rectangular footprint.
after bert: torch.Size([1, 19, 768])
unconditional / conditional generation sampling
[14/160] ID: 0f390639-e937-43c9-a61a-be86dee77cab-7df9d4fc-92a9-4394-bb07-cf6f0e815245
Original text: Hoping to achieve a modern communal space with clear zones for dining and relaxing. A cluster of lux...
Truncated text: Hoping to achieve a modern communal space with clear zones for dining and relaxing. A cluster of luxurious dining chairs surrounds a minimalist table, set opposite an inviting loveseat accented by bold, textured pillows. The palette should emphasize neutrals with moments of subtle metallic and wood.
after bert: torch.Size([1, 60, 768])
unconditional / conditional generation sampling
[15/160] ID: 10087356-5564-4bb8-9dcd-72adee753630-e7a75fed-cb48-42c9-8f0d-dcc1e9a7f92d
Original text: Balancing a living room with adequate seating and display furniture for an uncluttered look....
Truncated text: Balancing a living room with adequate seating and display furniture for an uncluttered look.
after bert: torch.Size([1, 21, 768])
unconditional / conditional generation sampling
[16/160] ID: 1261679c-03b9-4e9a-acff-c5e4f6485928-9754b847-4daa-401d-894b-7f403a16691d
Original text: A rectangular dining space designed for intimate gatherings and functional elegance....
Truncated text: A rectangular dining space designed for intimate gatherings and functional elegance.
after bert: torch.Size([1, 16, 768])
unconditional / conditional generation sampling
[17/160] ID: 134d94fa-6bca-42d9-8f51-8a93c2701d47-413babc8-c1cb-404a-b587-8845ca15c1df
Original text: Create a modern living room centered around a dark gray L-shaped sofa with clean lines and minimalis...
Truncated text: Create a modern living room centered around a dark gray L-shaped sofa with clean lines and minimalist aesthetics.
after bert: torch.Size([1, 25, 768])
unconditional / conditional generation sampling
[18/160] ID: 1870ac5e-aa92-4d22-955f-814c8a6cc29b-2af07b68-c377-495a-9bcb-8d6ee1e32529
Original text: A neutral palette tying together a living room and dining area, accentuated with black, gray, and wo...
Truncated text: A neutral palette tying together a living room and dining area, accentuated with black, gray, and wood tones. Subtle contrasts between the glossy coffee table, upholstered chairs, and the wood-topped dining table create a dynamic but balanced visual flow.
after bert: torch.Size([1, 55, 768])
unconditional / conditional generation sampling
[19/160] ID: 195f3e27-09e0-4c6a-bb7b-795544e7e350-96891fc4-310e-4515-9670-7efb910646e8
Original text: I'm searching for multi-purpose furniture pieces for both lounging and dining zones....
Truncated text: I'm searching for multi-purpose furniture pieces for both lounging and dining zones.
after bert: torch.Size([1, 21, 768])
unconditional / conditional generation sampling
[20/160] ID: 1b7fe9e0-7c21-4a87-8904-a146b0bc50bf-d16ed30e-a98b-4e97-b767-d5de5eda489c
Original text: Set up a rectangular dining room space that prioritizes essential dining furniture for daily use....
Truncated text: Set up a rectangular dining room space that prioritizes essential dining furniture for daily use.
after bert: torch.Size([1, 20, 768])
unconditional / conditional generation sampling
Progress: 20/160 scenes generated
[21/160] ID: 1ba9ae7f-5074-4b11-9b38-43ea7e5ff693-9342e47b-10bd-479d-b674-eedc938fea69
Original text: A room that combines mid-century modern influences with minimalist Scandinavian aesthetics for a bal...
Truncated text: A room that combines mid-century modern influences with minimalist Scandinavian aesthetics for a balanced and inviting vibe.
after bert: torch.Size([1, 24, 768])
unconditional / conditional generation sampling
[22/160] ID: 1bb85d96-8ce8-4e32-a38d-25881061ea5c-33f49db7-6a41-4e08-a60b-4d0b13c81157
Original text: Dual-purpose living space combining comfort and functionality in an open-plan design....
Truncated text: Dual-purpose living space combining comfort and functionality in an open-plan design.
after bert: torch.Size([1, 18, 768])
unconditional / conditional generation sampling
[23/160] ID: 1d43e076-fc80-4d55-a07d-1b7a8c6dc6e7-5f3ab9fc-3dfc-4335-b8ec-973e7c746dee
Original text: Aiming for a central area with furniture designed for gathering and socializing....
Truncated text: Aiming for a central area with furniture designed for gathering and socializing.
after bert: torch.Size([1, 17, 768])
unconditional / conditional generation sampling
[24/160] ID: 1f077e24-2eca-43ca-bc92-1b36eab99467-11450f7d-7912-4b80-bc2a-d6f2df294d84
Original text: A multimedia-friendly setting complete with a TV stand for entertainment purposes....
Truncated text: A multimedia-friendly setting complete with a TV stand for entertainment purposes.
after bert: torch.Size([1, 16, 768])
unconditional / conditional generation sampling
[25/160] ID: 22843330-f141-4cb6-8ce6-8b32b56388ba-856139bf-a326-4484-a033-3e32375a4875
Original text: Envisioning a touch of greenery with a modern plant pot situated in a corner of the room, near the s...
Truncated text: Envisioning a touch of greenery with a modern plant pot situated in a corner of the room, near the seating or dining area for added freshness.
after bert: torch.Size([1, 34, 768])
unconditional / conditional generation sampling
[26/160] ID: 26ede85c-343c-47a4-a84d-6afa5dbae091-da141771-6f25-4fa7-826d-87ef16b42303
Original text: A room design that balances storage, seating, and surface furniture for optimized functionality....
Truncated text: A room design that balances storage, seating, and surface furniture for optimized functionality.
after bert: torch.Size([1, 21, 768])
unconditional / conditional generation sampling
[27/160] ID: 2a64a3f9-e827-4aa3-91b7-d3764c442723-1239c1fe-d9ac-45bf-8904-fa0d205cf5cf
Original text: Hoping to create a cozy living space with a modern gray L-shaped sofa positioned to anchor the room,...
Truncated text: Hoping to create a cozy living space with a modern gray L-shaped sofa positioned to anchor the room, complemented by a sleek metallic coffee table nearby for a clean, minimalist feel. A white wood-and-grey bookcase lines the side, providing functional yet stylish storage for books or decor.
after bert: torch.Size([1, 68, 768])
unconditional / conditional generation sampling
[28/160] ID: 2aaecec7-63e5-46cc-bc6e-5a78282af3b4-2541efe4-ff51-48b2-9594-706f287bdd19
Original text: A well-appointed living room combining diverse seating types for flexible use....
Truncated text: A well-appointed living room combining diverse seating types for flexible use.
after bert: torch.Size([1, 16, 768])
unconditional / conditional generation sampling
[29/160] ID: 2ea863a1-3dc9-4c00-8cb4-dc4b19c40589-9894bb40-ab80-41a9-8c30-10cfc24465cf
Original text: A visually balanced space combining the warmth of wooden finishes with modern sleek designs, offerin...
Truncated text: A visually balanced space combining the warmth of wooden finishes with modern sleek designs, offering both comfort and sophistication.
after bert: torch.Size([1, 26, 768])
unconditional / conditional generation sampling
[30/160] ID: 31134f8d-e819-4619-bb54-a19e5f54073f-e60b0d6e-b0e1-4e5c-8654-58825a1eee14
Original text: A stylish lounge setup with soft fabric seating, subtle wood tones, and dark accents to create a sop...
Truncated text: A stylish lounge setup with soft fabric seating, subtle wood tones, and dark accents to create a sophisticated look.
after bert: torch.Size([1, 27, 768])
unconditional / conditional generation sampling
Progress: 30/160 scenes generated
[31/160] ID: 312c3afe-ae86-4823-b67e-292660fc85f8-5303198f-812c-4773-8556-a429303db238
Original text: A combined space where the living area includes a sofa, coffee table, and side table clustered for c...
Truncated text: A combined space where the living area includes a sofa, coffee table, and side table clustered for convenience, while the dining zone focuses on functionality with a table and chairs.
after bert: torch.Size([1, 37, 768])
unconditional / conditional generation sampling
[32/160] ID: 315c503f-8ff6-4359-9c0a-321b144e89b9-9eb42099-7a34-4d39-a3f1-6913d6149738
Original text: Establish a modern lounging area with soft beige tones and subtle contrast by incorporating a winged...
Truncated text: Establish a modern lounging area with soft beige tones and subtle contrast by incorporating a winged back armchair paired with its ottoman. Position these close to the sofa to create an inviting space for reading or unwinding.
after bert: torch.Size([1, 54, 768])
unconditional / conditional generation sampling
[33/160] ID: 31669d15-2f3f-4f8e-b155-569ccba2c33b-576cba5c-bd6b-4f6b-a7c6-29a38e1a75a8
Original text: Design the television zone with a clean, minimalist aesthetic. Anchor the TV stand near the sofa to ...
Truncated text: Design the television zone with a clean, minimalist aesthetic. Anchor the TV stand near the sofa to form a cohesive entertainment area, leaving room for other accent furniture nearby. The gray-and-white tones of the stand should complement the surrounding neutral palette for a unified look.
after bert: torch.Size([1, 60, 768])
unconditional / conditional generation sampling
[34/160] ID: 3187cbc7-4da1-4ae6-811a-96adc72cb1d2-be16b7ea-a6af-4e60-b616-0f6c5396e8fd
Original text: I’m looking for a sleek dining table zone that has two aligned pendant lights supporting the overall...
Truncated text: I’m looking for a sleek dining table zone that has two aligned pendant lights supporting the overall layout of the room. These should define the dining and seating areas visually.
after bert: torch.Size([1, 36, 768])
unconditional / conditional generation sampling
[35/160] ID: 360ff522-f387-4714-b1f1-c4092d5167b4-bc6a3f61-676b-4c4f-8e87-20f32fa90de4
Original text: I’m thinking of a small living space built around dining and everyday practicality....
Truncated text: I’m thinking of a small living space built around dining and everyday practicality.
after bert: torch.Size([1, 19, 768])
unconditional / conditional generation sampling
[36/160] ID: 36a85283-c600-43fe-8d24-1a3987cc6f98-1af34696-5608-4ac5-9ce2-df135287386d
Original text: A contemporary living room that provides a comfortable and functional space for relaxing and sociali...
Truncated text: A contemporary living room that provides a comfortable and functional space for relaxing and socializing.
after bert: torch.Size([1, 19, 768])
unconditional / conditional generation sampling
[37/160] ID: 378deb84-a0d6-4aab-93f5-ea9d4223b030-dd414dac-19e9-4979-8787-ba391510f302
Original text: A bright and modern corner accented by a tall plant stand with a triangular wooden base and a concre...
Truncated text: A bright and modern corner accented by a tall plant stand with a triangular wooden base and a concrete pot holder, perfect for adding greenery and refreshing the natural tones of the room. This detail brings a touch of biophilic design into the open, uncluttered layout.
after bert: torch.Size([1, 61, 768])
unconditional / conditional generation sampling
[38/160] ID: 38363d0e-7fc5-415e-aad1-248515d01ac5-6bc1d853-22fb-40a5-a5b6-31c7e6d24a36
Original text: Aiming for a neat dining setup that includes a central rectangular dining table surrounded by four c...
Truncated text: Aiming for a neat dining setup that includes a central rectangular dining table surrounded by four chairs, evenly spaced for balanced seating on all sides.
after bert: torch.Size([1, 30, 768])
unconditional / conditional generation sampling
[39/160] ID: 3edff452-4f84-497e-8af5-0e36a1d22ca5-51a3dcc4-9a8e-4031-b3de-ebf0249ff85a
Original text: Functional space with a dining area that includes a large dining table and several matching dining c...
Truncated text: Functional space with a dining area that includes a large dining table and several matching dining chairs.
after bert: torch.Size([1, 21, 768])
unconditional / conditional generation sampling
[40/160] ID: 3f5df315-6fc7-46c2-84eb-862e27012530-3539f3ee-e002-4dfd-ae29-43888191a2b0
Original text: I want a simple and effective room layout that prioritizes a dining space within a living area....
Truncated text: I want a simple and effective room layout that prioritizes a dining space within a living area.
after bert: torch.Size([1, 22, 768])
unconditional / conditional generation sampling
Progress: 40/160 scenes generated
[41/160] ID: 3f64315b-d822-4f9c-93ac-ca7dbe8085b8-74917751-1431-4f44-be0a-c50189a2b235
Original text: A functional corner featuring a compact children’s cabinet with playful, colorful doors and splayed ...
Truncated text: A functional corner featuring a compact children’s cabinet with playful, colorful doors and splayed wood legs, positioned next to a striking tall metal abstract sculpture on a geometric marble base. This setup feels balanced, blending practical storage with artistic flair.
after bert: torch.Size([1, 51, 768])
unconditional / conditional generation sampling
[42/160] ID: 4135af07-0edb-47c3-92b2-852b30c3c93c-91367a92-edbf-4809-93c5-7252893c93b5
Original text: Rectangular dining room featuring an elongated open area with high ceilings and a balanced layout....
Truncated text: Rectangular dining room featuring an elongated open area with high ceilings and a balanced layout.
after bert: torch.Size([1, 21, 768])
unconditional / conditional generation sampling
[43/160] ID: 43362117-720e-48f6-bab0-d3cd0f0ccdff-22298f7b-5145-4240-b92b-3e0009b1cbce
Original text: A quaint rectangular dining area offering functionality within a confined shape....
Truncated text: A quaint rectangular dining area offering functionality within a confined shape.
after bert: torch.Size([1, 16, 768])
unconditional / conditional generation sampling
[44/160] ID: 45e7004e-bcb4-4f00-b475-4771e68d28da-2e802aa4-1b25-47d1-96e8-1c8c68f5aa15
Original text: Create an ambient lighting feature with a cylindrical pendant lamp hanging near the coffee table. En...
Truncated text: Create an ambient lighting feature with a cylindrical pendant lamp hanging near the coffee table. Ensure it provides adequate illumination for the area without obstructing the view.
after bert: torch.Size([1, 36, 768])
unconditional / conditional generation sampling
[45/160] ID: 4704fc8f-c4e8-4a68-92f6-5abdc54d327d-0f69ce56-f438-4249-9ba1-df2fc3f7dab8
Original text: Hoping for a design that showcases architectural lighting with suspended metallic accents for a mini...
Truncated text: Hoping for a design that showcases architectural lighting with suspended metallic accents for a minimalist touch.
after bert: torch.Size([1, 23, 768])
unconditional / conditional generation sampling
[46/160] ID: 4ce6af96-8073-4300-aefd-83584d7505e3-2d71b39f-88e4-4ae4-a32f-7314809ecc18
Original text: Hoping to include a well-placed TV stand for entertainment needs....
Truncated text: Hoping to include a well-placed TV stand for entertainment needs.
after bert: torch.Size([1, 16, 768])
unconditional / conditional generation sampling
[47/160] ID: 4d8b6b63-f624-42c9-8442-4e7bfeb7e2f9-4b29832a-19c2-4ae5-8171-325bbd9034bd
Original text: Large living room designed for both casual lounging and formal dining....
Truncated text: Large living room designed for both casual lounging and formal dining.
after bert: torch.Size([1, 16, 768])
unconditional / conditional generation sampling
[48/160] ID: 4e9d7ded-71a8-4b5b-b7f9-d7cb0b8e1b59-7dfb9688-5aec-4a5b-be96-c4cbd21e66a6
Original text: Group the dining table with the chairs to create a dedicated eating area. Keep the dining setup slig...
Truncated text: Group the dining table with the chairs to create a dedicated eating area. Keep the dining setup slightly separated from the living area for clear zoning.
after bert: torch.Size([1, 31, 768])
unconditional / conditional generation sampling
[49/160] ID: 52b6a7c2-509f-4253-a562-27347f318b05-9c6bc18d-2cd5-4a5d-a1cd-ae35fb0de9c8
Original text: I'm looking for a living room space that allows for relaxation and entertainment within a medium-siz...
Truncated text: I'm looking for a living room space that allows for relaxation and entertainment within a medium-sized footprint.
after bert: torch.Size([1, 25, 768])
unconditional / conditional generation sampling
[50/160] ID: 5952a518-03dc-40f1-8990-89a0b312e0f9-502b7892-384c-4d41-a2dd-043c3c9043ac
Original text: A harmonious living room layout featuring entertainment, seating, and storage furniture....
Truncated text: A harmonious living room layout featuring entertainment, seating, and storage furniture.
after bert: torch.Size([1, 18, 768])
unconditional / conditional generation sampling
Progress: 50/160 scenes generated
[51/160] ID: 5b7bf503-5167-46bb-bcda-533602c060be-c6b23a5d-b147-4b5d-a339-beaa1c581689
Original text: Add a bookcase with open shelves and closed cabinetry, blending mid-century modern design with pract...
Truncated text: Add a bookcase with open shelves and closed cabinetry, blending mid-century modern design with practicality and subtle decorative potential.
after bert: torch.Size([1, 29, 768])
unconditional / conditional generation sampling
[52/160] ID: 5bc87d21-885e-4a9f-b19a-b5c3dd26a3f7-54c75839-6049-4939-9514-3552d35e184e
Original text: Planning for a harmonious combination of seating, tables, and storage solutions....
Truncated text: Planning for a harmonious combination of seating, tables, and storage solutions.
after bert: torch.Size([1, 18, 768])
unconditional / conditional generation sampling
[53/160] ID: 5c4eba53-f5fa-4669-9e52-6f2a7a1919fb-d49dae32-6f64-4166-a825-5f661d9ef13e
Original text: Wishing for a well-balanced arrangement where the pendant dining lamps feel centered above the table...
Truncated text: Wishing for a well-balanced arrangement where the pendant dining lamps feel centered above the table while retaining symmetry with the seating arrangement below.
after bert: torch.Size([1, 29, 768])
unconditional / conditional generation sampling
[54/160] ID: 5d09aa48-6249-4c1f-b445-c2d956825c66-c8352f46-f1aa-4521-889a-d8a29ef3845e
Original text: I’m looking for a comfortable seating arrangement that includes sofas, a coffee table, and a footsto...
Truncated text: I’m looking for a comfortable seating arrangement that includes sofas, a coffee table, and a footstool.
after bert: torch.Size([1, 26, 768])
unconditional / conditional generation sampling
[55/160] ID: 5d966bf7-2d76-4b3f-af13-173cb44e218e-72f2bcb4-c817-4c4b-8ae3-4b74fe700093
Original text: Looking to integrate ceiling lighting features for both the living and dining areas....
Truncated text: Looking to integrate ceiling lighting features for both the living and dining areas.
after bert: torch.Size([1, 16, 768])
unconditional / conditional generation sampling
[56/160] ID: 6010c58f-92ad-4bd6-b515-5aa0f42e48f8-5fcd1727-f78c-4c5f-af95-6b0e7d2c4140
Original text: Introduce a textured, organic focal point by situating a tall, modern indoor plant in a white cerami...
Truncated text: Introduce a textured, organic focal point by situating a tall, modern indoor plant in a white ceramic pot near the edge of the seating area. The greenery adds life and contrasts beautifully with the neutral furniture tones. Keep its placement subtle yet impactful.
after bert: torch.Size([1, 57, 768])
unconditional / conditional generation sampling
[57/160] ID: 61fd44a0-70d9-42d2-9ed3-b2a45b2c4351-ecccc539-7d3b-42d5-90c6-af3f344eb610
Original text: A well-balanced room that clusters seating elements—the sofa, footstool, and coffee table—on one sid...
Truncated text: A well-balanced room that clusters seating elements—the sofa, footstool, and coffee table—on one side, with dining furniture neatly grouped on the opposite side. A tall, slender refrigerator is tucked against the back wall, anchoring the dining zone.
after bert: torch.Size([1, 55, 768])
unconditional / conditional generation sampling
[58/160] ID: 620192ba-29c5-4d21-a924-5393d0d8f4fa-5dc86598-e1f9-44df-b2ac-6cd4369c59aa
Original text: Include multifunctional furniture like footstools and corner tables to maximize both utility and des...
Truncated text: Include multifunctional furniture like footstools and corner tables to maximize both utility and design appeal.
after bert: torch.Size([1, 25, 768])
unconditional / conditional generation sampling
[59/160] ID: 6577e150-653b-42f2-968d-69aec166976d-a3309269-77e2-450a-b67b-a3995ed85b22
Original text: A cohesive dining area enhanced with upholstered chairs and a classic wooden table, perfect for inti...
Truncated text: A cohesive dining area enhanced with upholstered chairs and a classic wooden table, perfect for intimate gatherings.
after bert: torch.Size([1, 24, 768])
unconditional / conditional generation sampling
[60/160] ID: 65d5184b-8c91-436a-8581-5059c346840d-9dd3bdfd-30f9-4f5b-808d-b6bc15398171
Original text: A cozy living room where furniture placement supports a sociable atmosphere and comfortable seating....
Truncated text: A cozy living room where furniture placement supports a sociable atmosphere and comfortable seating.
after bert: torch.Size([1, 20, 768])
unconditional / conditional generation sampling
Progress: 60/160 scenes generated
[61/160] ID: 66bc95cb-672b-4acd-92f1-ba4ed3a6aa83-f9ac602c-4bc0-43c3-a56c-ea9abaa9a92e
Original text: I'd like a rectangular living room that blends form and function for lounging and socializing....
Truncated text: I'd like a rectangular living room that blends form and function for lounging and socializing.
after bert: torch.Size([1, 24, 768])
unconditional / conditional generation sampling
[62/160] ID: 675507da-6f11-412d-aa21-545212322fa6-9ce64d01-02e3-4c2e-ad99-bbbebb548bc0
Original text: The living zone is centered around a wide, low TV stand that faces the sofa. The stand’s placement e...
Truncated text: The living zone is centered around a wide, low TV stand that faces the sofa. The stand’s placement ensures a clear line of sight from the seating area.
after bert: torch.Size([1, 35, 768])
unconditional / conditional generation sampling
[63/160] ID: 69f5eef2-1b69-4e2b-a6ee-903702f334af-73a40e6e-68ad-45b4-8f41-0c65d9194d19
Original text: Aiming to design a modern living room ideal for relaxation, shaped by a rectangular layout....
Truncated text: Aiming to design a modern living room ideal for relaxation, shaped by a rectangular layout.
after bert: torch.Size([1, 20, 768])
unconditional / conditional generation sampling
[64/160] ID: 6ba68581-d7c3-48a9-831e-843682077fb4-e7435e94-8783-4407-b95d-41006284918b
Original text: Hoping to establish a warm, welcoming mood through traditional materials, carved wood, and soft, inv...
Truncated text: Hoping to establish a warm, welcoming mood through traditional materials, carved wood, and soft, inviting textiles.
after bert: torch.Size([1, 24, 768])
unconditional / conditional generation sampling
[65/160] ID: 6e8a34d5-70b2-481e-af7f-52f649b6733c-38fa03ef-d32e-40e9-b07d-9978c1dcb5d2
Original text: I want a multifunctional living area where day-to-day relaxation blends seamlessly with meal prep an...
Truncated text: I want a multifunctional living area where day-to-day relaxation blends seamlessly with meal prep and dining.
after bert: torch.Size([1, 29, 768])
unconditional / conditional generation sampling
[66/160] ID: 6fe171e0-e54a-461a-bfc1-50f3fe0cb0fd-c99fae38-74fe-449f-841b-6a659d464a85
Original text: A modern and relaxed atmosphere achieved through layered textures, chic lighting, and versatile seat...
Truncated text: A modern and relaxed atmosphere achieved through layered textures, chic lighting, and versatile seating.
after bert: torch.Size([1, 21, 768])
unconditional / conditional generation sampling
[67/160] ID: 711697e6-191e-4895-80f0-6382e330ed9a-8404d891-c4d8-4db4-9bb6-86ebe05eb024
Original text: Aiming for a cozy living room of moderate size with a distinctive L-shaped layout and ample openness...
Truncated text: Aiming for a cozy living room of moderate size with a distinctive L-shaped layout and ample openness.
after bert: torch.Size([1, 25, 768])
unconditional / conditional generation sampling
[68/160] ID: 7165ee4d-0432-4c77-b4b9-1e6f04e2099b-338e74c6-0216-4fcd-8bdf-5a50d39d9cd5
Original text: Hoping to bring life to the space with potted indoor plants and sleek, contemporary decorative piece...
Truncated text: Hoping to bring life to the space with potted indoor plants and sleek, contemporary decorative pieces for a natural yet polished atmosphere.
after bert: torch.Size([1, 28, 768])
unconditional / conditional generation sampling
[69/160] ID: 71f2ab3f-b9de-4d34-a58c-f4e48e70ccd7-abd9bd24-420f-41c4-af45-59e355007c1e
Original text: A balanced living room setting featuring a central coffee table surrounded by seating options....
Truncated text: A balanced living room setting featuring a central coffee table surrounded by seating options.
after bert: torch.Size([1, 17, 768])
unconditional / conditional generation sampling
[70/160] ID: 7292d96f-1294-4a92-88c1-69c91c47e883-c4bd863e-7cb3-47d9-874b-b78bf0f005a4
Original text: Provide well-placed seating clusters around key areas for easy social interaction....
Truncated text: Provide well-placed seating clusters around key areas for easy social interaction.
after bert: torch.Size([1, 17, 768])
unconditional / conditional generation sampling
Progress: 70/160 scenes generated
[71/160] ID: 73818192-7ca3-4161-8cf1-ca3e5e51b1ab-80ce7e53-76a5-4c51-9308-d857baf9689f
Original text: Select furniture pieces with minimalist profiles, such as sleek pedestals, slender legs, and clean g...
Truncated text: Select furniture pieces with minimalist profiles, such as sleek pedestals, slender legs, and clean geometric shapes.
after bert: torch.Size([1, 25, 768])
unconditional / conditional generation sampling
[72/160] ID: 74fa622c-58f2-4375-b6b5-684659581385-f5960e27-b039-4252-9eab-79dfa73004c9
Original text: I want a living room where I can comfortably have meals and host small gatherings....
Truncated text: I want a living room where I can comfortably have meals and host small gatherings.
after bert: torch.Size([1, 18, 768])
unconditional / conditional generation sampling
[73/160] ID: 761b4fae-aa06-4e84-9685-8df2b30b1380-1516bb7a-ad9d-4bb1-8527-3a0ef6328777
Original text: Incorporate side tables to complement the seating in the living space....
Truncated text: Incorporate side tables to complement the seating in the living space.
after bert: torch.Size([1, 17, 768])
unconditional / conditional generation sampling
[74/160] ID: 76915a22-544f-44e9-9a5a-525b1d282fd0-f8755168-4fa1-469c-9965-98a7f34f7764
Original text: A flexible living space equipped with lighting, storage, and dining furniture....
Truncated text: A flexible living space equipped with lighting, storage, and dining furniture.
after bert: torch.Size([1, 16, 768])
unconditional / conditional generation sampling
[75/160] ID: 782f114b-acc4-4fb1-b3ed-d550b7210e49-a76008a9-64b7-40d0-b5e5-67bd28c4f846
Original text: Construct a functional living room setup in a room with ample width and clearly defined zones....
Truncated text: Construct a functional living room setup in a room with ample width and clearly defined zones.
after bert: torch.Size([1, 22, 768])
unconditional / conditional generation sampling
[76/160] ID: 785aec91-b165-4561-a384-1a191e6690ba-5561320d-c6c1-4be4-aa7b-58acdf8f626f
Original text: Desiring a dining room layout that balances compactness with usability for intimate meals....
Truncated text: Desiring a dining room layout that balances compactness with usability for intimate meals.
after bert: torch.Size([1, 20, 768])
unconditional / conditional generation sampling
[77/160] ID: 789e6422-cc93-4e5f-94c8-a19d7f3dcd45-6c7af559-7bd3-4ab3-a6c3-98f8cdd9926e
Original text: Well-proportioned open-plan living space combining relaxation and dining zones....
Truncated text: Well-proportioned open-plan living space combining relaxation and dining zones.
after bert: torch.Size([1, 17, 768])
unconditional / conditional generation sampling
[78/160] ID: 7c5d4d55-ecb4-486d-aff4-67e910b66b9e-a96b024d-0b95-4d2c-8dcf-b853aefb9d10
Original text: A modern living area with a spacious rectangular layout to accommodate both relaxation and utility....
Truncated text: A modern living area with a spacious rectangular layout to accommodate both relaxation and utility.
after bert: torch.Size([1, 18, 768])
unconditional / conditional generation sampling
[79/160] ID: 7d88dbb1-ccf1-4d57-b01f-e5a889839045-71203291-7625-4b83-af1e-707373f96514
Original text: Establish a practical and welcoming living area with a sense of balance and clear spatial organizati...
Truncated text: Establish a practical and welcoming living area with a sense of balance and clear spatial organization.
after bert: torch.Size([1, 22, 768])
unconditional / conditional generation sampling
[80/160] ID: 8270c12f-973b-42ef-ace3-ce6e331d122e-cbf6737a-6636-4f35-ad79-1d89006f4bb7
Original text: I want a living area that accommodates both a comfortable seating space and a dedicated place for di...
Truncated text: I want a living area that accommodates both a comfortable seating space and a dedicated place for dining.
after bert: torch.Size([1, 22, 768])
unconditional / conditional generation sampling
Progress: 80/160 scenes generated
[81/160] ID: 83da3805-473d-4360-be0f-844f626cd58b-585b7b1e-0093-4993-9572-6b28cba84bb6
Original text: Aspiring to complement contemporary furnishings with pieces like modern mirrors that add depth and v...
Truncated text: Aspiring to complement contemporary furnishings with pieces like modern mirrors that add depth and visually expand the room's layout.
after bert: torch.Size([1, 26, 768])
unconditional / conditional generation sampling
[82/160] ID: 8563478a-b3c7-482c-850f-910502fd4e6a-9e5b22e5-8fa7-4fe2-9587-acd9bb371691
Original text: A transitional living room with a bookcase aligned neatly along one wall, providing storage visually...
Truncated text: A transitional living room with a bookcase aligned neatly along one wall, providing storage visually balanced with the seating area on the opposite side.
after bert: torch.Size([1, 29, 768])
unconditional / conditional generation sampling
[83/160] ID: 856c1df0-c383-4960-819e-e9caddd88631-54dc87ee-a83b-496b-a1f6-d41a42869631
Original text: Seeking to maximize the cozy living zone by positioning the TV stand and sofa as the centerpiece, wi...
Truncated text: Seeking to maximize the cozy living zone by positioning the TV stand and sofa as the centerpiece, with additional seating wrapping around.
after bert: torch.Size([1, 31, 768])
unconditional / conditional generation sampling
[84/160] ID: 871235f6-ecd6-4a95-86e2-312c2f9ffe55-144c7f54-269c-47c0-8ab2-e2ae15047012
Original text: A versatile living space that incorporates a dining setup and additional storage solutions....
Truncated text: A versatile living space that incorporates a dining setup and additional storage solutions.
after bert: torch.Size([1, 16, 768])
unconditional / conditional generation sampling
[85/160] ID: 8751a4ef-6088-46ee-b9e1-babb5398007d-44db1f72-b5a7-4bf1-a343-b3ec06d8914e
Original text: A sleek and functional living room that highlights warm wooden accents and soft neutral tones. The c...
Truncated text: A sleek and functional living room that highlights warm wooden accents and soft neutral tones. The central L-shaped sofa offers ample seating, complemented by a rectangular coffee table and a nearby lounge chair with clean, contemporary lines. A minimalist TV stand anchors the entertainment setup along one wall, while touches of greenery and geometric lighting fixtures add life and dimension.
after bert: torch.Size([1, 75, 768])
unconditional / conditional generation sampling
[86/160] ID: 888f5f5c-4947-4bfe-b50b-ee6d4f80ae28-266f3737-d35e-48b3-a18b-117c8a874623
Original text: Creating a luxurious focal point with a vintage-style chandelier showcasing Baroque-inspired crystal...
Truncated text: Creating a luxurious focal point with a vintage-style chandelier showcasing Baroque-inspired crystal details for timeless elegance in the dining space.
after bert: torch.Size([1, 36, 768])
unconditional / conditional generation sampling
[87/160] ID: 89630235-284d-49c1-8258-65af4e749633-cd234506-fd7b-44d8-b22e-176d050f1d32
Original text: Dining area featuring a sleek black glass-topped table with a modern geometric base, surrounded by m...
Truncated text: Dining area featuring a sleek black glass-topped table with a modern geometric base, surrounded by minimalist black dining chairs. The chairs are symmetrically arranged with a balance of two on each long side and one along a short side.
after bert: torch.Size([1, 49, 768])
unconditional / conditional generation sampling
[88/160] ID: 899a7baf-5c1a-404a-a693-03ba05741c93-2a140744-8eef-483d-998d-f19721252868
Original text: A contemporary living room setup with pendant lamps and accent lighting to create ambient illuminati...
Truncated text: A contemporary living room setup with pendant lamps and accent lighting to create ambient illumination.
after bert: torch.Size([1, 18, 768])
unconditional / conditional generation sampling
[89/160] ID: 8cd5b2fd-c93f-4c67-9d58-1618296bf571-313472b4-91c4-4c08-8938-8ffb7fbd49b2
Original text: Flexible living and dining room layout providing opportunities for multi-purpose use....
Truncated text: Flexible living and dining room layout providing opportunities for multi-purpose use.
after bert: torch.Size([1, 18, 768])
unconditional / conditional generation sampling
[90/160] ID: 8d976618-aaea-4725-a3f3-e63870e87163-377b2c82-9f15-43c0-a435-bf0cbd64e7ab
Original text: I'm interested in a dining area featuring a table surrounded by chairs....
Truncated text: I'm interested in a dining area featuring a table surrounded by chairs.
after bert: torch.Size([1, 17, 768])
unconditional / conditional generation sampling
Progress: 90/160 scenes generated
[91/160] ID: 8dd17fcc-6752-40a1-8b4b-6533eadcdb9e-2cc6d3ed-92e3-4cc7-83df-0e138526aaf3
Original text: Aiming for a versatile living and dining area that feels spacious and can accommodate both seating a...
Truncated text: Aiming for a versatile living and dining area that feels spacious and can accommodate both seating and dining furniture.
after bert: torch.Size([1, 23, 768])
unconditional / conditional generation sampling
[92/160] ID: 8e9d0281-f7b6-4818-8fea-bdd0265b5f5d-ba36df64-58a5-442d-86d7-fa55d6529479
Original text: Seeking to include versatile storage options such as a sideboard and a TV stand....
Truncated text: Seeking to include versatile storage options such as a sideboard and a TV stand.
after bert: torch.Size([1, 19, 768])
unconditional / conditional generation sampling
[93/160] ID: 95519d76-eb3f-4da4-87ea-6fb4f065371e-4e370be7-0c2e-472f-b112-59f258660833
Original text: A mixed-purpose room that balances areas for relaxation, dining, and storage....
Truncated text: A mixed-purpose room that balances areas for relaxation, dining, and storage.
after bert: torch.Size([1, 19, 768])
unconditional / conditional generation sampling
[94/160] ID: 967e40cb-ac87-4ff0-90f0-f775d80ca4ae-3371aca7-46ef-40f2-942f-341fba16c28b
Original text: I’m looking to set up a combined living and dining area that feels balanced for both lounging and ho...
Truncated text: I’m looking to set up a combined living and dining area that feels balanced for both lounging and hosting dinners.
after bert: torch.Size([1, 28, 768])
unconditional / conditional generation sampling
[95/160] ID: 96930eb3-821c-4f95-af1b-8023b065574d-83e43a09-7780-47e1-bc27-e0dab8de6610
Original text: I’d like a modern dining setup to fit multiple chairs around a table....
Truncated text: I’d like a modern dining setup to fit multiple chairs around a table.
after bert: torch.Size([1, 18, 768])
unconditional / conditional generation sampling
[96/160] ID: 997c437d-2a84-48e8-bf8e-6280cdc1dac8-9b5172c4-6835-412c-9cca-efd3ba2ca7bc
Original text: Hoping to establish a reading area with contemporary shelving units that offer both aesthetic appeal...
Truncated text: Hoping to establish a reading area with contemporary shelving units that offer both aesthetic appeal and organizational functionality.
after bert: torch.Size([1, 23, 768])
unconditional / conditional generation sampling
[97/160] ID: 99e87673-0512-41c8-b35e-fd1ea39d1f0c-2d3cec61-5aa2-47de-a021-b98c7d4d9d8d
Original text: I need a living room that balances open space with well-placed furniture for a comfortable yet pract...
Truncated text: I need a living room that balances open space with well-placed furniture for a comfortable yet practical arrangement.
after bert: torch.Size([1, 24, 768])
unconditional / conditional generation sampling
[98/160] ID: 9b893109-d943-428e-8af9-81e9c4e8ec2c-b36d5c07-1a71-43e7-bab8-dfb8a41902df
Original text: A streamlined living room that integrates a dining area and storage for a neat and clutter-free feel...
Truncated text: A streamlined living room that integrates a dining area and storage for a neat and clutter-free feel.
after bert: torch.Size([1, 26, 768])
unconditional / conditional generation sampling
[99/160] ID: a167ca18-be65-4a03-8f88-030dfbc21e57-400e5a85-68bc-4b07-9b9d-8f2e5785f6c5
Original text: A cohesive living area featuring a beige sofa with throw pillows flanked by side tables, ensuring a ...
Truncated text: A cohesive living area featuring a beige sofa with throw pillows flanked by side tables, ensuring a balance of function and utility around lounging furniture.
after bert: torch.Size([1, 33, 768])
unconditional / conditional generation sampling
[100/160] ID: a1867cd2-0037-419d-a4d1-d10bba5d30f7-704371a3-8348-4876-a7ca-9b674876ada0
Original text: I’d love a living area that blends dining and seating arrangements into a seamless rectangular space...
Truncated text: I’d love a living area that blends dining and seating arrangements into a seamless rectangular space.
after bert: torch.Size([1, 24, 768])
unconditional / conditional generation sampling
Progress: 100/160 scenes generated
[101/160] ID: a1d2b052-006c-402c-809f-269aa27fd81f-4192a914-138b-471e-9bc3-4a07492f4c50
Original text: A relaxed, open living and dining area that offers generous room for both individual relaxation and ...
Truncated text: A relaxed, open living and dining area that offers generous room for both individual relaxation and group activities.
after bert: torch.Size([1, 22, 768])
unconditional / conditional generation sampling
[102/160] ID: a5a40e5f-d289-4d2a-96e5-9de97ae2220f-b202edfe-0b0e-4209-8223-c0383fc5bf24
Original text: I’d like a living area setup with a sofa and coffee table, paired with an armchair angled toward the...
Truncated text: I’d like a living area setup with a sofa and coffee table, paired with an armchair angled toward the coffee table. A nearby side table and houseplant provide subtle accents to this arrangement.
after bert: torch.Size([1, 44, 768])
unconditional / conditional generation sampling
[103/160] ID: a79c4279-feaf-4deb-a489-dc99c0aa4319-a4b4e2e9-1727-4401-9e87-fd05fab76e93
Original text: Cozy seating zone organized around a contemporary coffee table flanked by a pair of round footstools...
Truncated text: Cozy seating zone organized around a contemporary coffee table flanked by a pair of round footstools. The nearby lighting element and sofa ensure a functional and inviting atmosphere.
after bert: torch.Size([1, 35, 768])
unconditional / conditional generation sampling
[104/160] ID: a7c63ad9-cf85-43f2-bd62-6222344661b7-9e5cd43f-63f8-4941-bf3c-7b919fc1c985
Original text: Cozy and functional corner set around a compact footstool near the wardrobe, ideal for lounging or g...
Truncated text: Cozy and functional corner set around a compact footstool near the wardrobe, ideal for lounging or grabbing a moment of relaxation in a busy shared space. The mix of soft textures and natural wood accents creates a welcoming vibe.
after bert: torch.Size([1, 52, 768])
unconditional / conditional generation sampling
[105/160] ID: a89cf6cc-eb96-49ed-8995-c7add3e765f0-69aada26-07af-4aeb-8046-ed7d34412615
Original text: Aiming for a cozy living room space that’s rectangular in shape and offers enough room for both rela...
Truncated text: Aiming for a cozy living room space that’s rectangular in shape and offers enough room for both relaxation and dining.
after bert: torch.Size([1, 27, 768])
unconditional / conditional generation sampling
[106/160] ID: aa7599ea-5d9c-44bd-a3e5-1e4216dcbf34-82a601f4-eb79-4703-985e-6b00f88e0c3a
Original text: Hoping to create an inviting space grounded by a modern gray sofa and a coffee table with clean, Sca...
Truncated text: Hoping to create an inviting space grounded by a modern gray sofa and a coffee table with clean, Scandinavian styling. Adjacent seating options, such as two rustic lounge chairs, bring a relaxed, eclectic touch. A sleek tripod floor lamp tucked into the corner radiates soft light, creating a warm and functional atmosphere.
after bert: torch.Size([1, 69, 768])
unconditional / conditional generation sampling
[107/160] ID: acb86b11-fe85-4f83-b47c-c6243982298a-f3857580-a580-4af0-bca9-eab9952512a4
Original text: A modern space that combines an inviting seating zone and a practical dining arrangement....
Truncated text: A modern space that combines an inviting seating zone and a practical dining arrangement.
after bert: torch.Size([1, 17, 768])
unconditional / conditional generation sampling
[108/160] ID: ad428fbd-a2cf-4693-a858-e5e64ba48026-c2de30de-ab3f-42d4-a7be-d8d4fc793aa4
Original text: I’d like a comfortable space for casual dining with a rectangular walnut dining table at the heart o...
Truncated text: I’d like a comfortable space for casual dining with a rectangular walnut dining table at the heart of the dining area. Four stylish wooden dining chairs with rounded backs should surround the table, creating an inviting spot for meals. A modern pendant lamp above the dining table would add a functional yet decorative touch.
after bert: torch.Size([1, 66, 768])
unconditional / conditional generation sampling
[109/160] ID: ae6e05dc-ce87-415f-b98e-3349488d984b-d816d019-c9ee-419e-a876-3c5828a5ac90
Original text: Aiming for a functional dining zone anchored by a rectangular dining table, surrounded by metal-fram...
Truncated text: Aiming for a functional dining zone anchored by a rectangular dining table, surrounded by metal-framed chairs on all sides for ease of use. Pendant lighting is arranged overhead, giving emphasis to the table.
after bert: torch.Size([1, 43, 768])
unconditional / conditional generation sampling
[110/160] ID: ae8d145b-5c7c-4970-a4b6-7855e64ea4eb-1f704044-378d-41ca-8978-43c0881b103c
Original text: Storage solutions including a bookcase and a chest of drawers....
Truncated text: Storage solutions including a bookcase and a chest of drawers.
after bert: torch.Size([1, 15, 768])
unconditional / conditional generation sampling
Progress: 110/160 scenes generated
[111/160] ID: af7bc99c-1565-4ceb-8cdf-05088a7a6718-d82b3f21-a3b7-485a-8769-272f8f43d150
Original text: I want to feature bookcases for storage or displaying items....
Truncated text: I want to feature bookcases for storage or displaying items.
after bert: torch.Size([1, 15, 768])
unconditional / conditional generation sampling
[112/160] ID: b0a8d6bf-9a2a-4a9f-bdeb-a08fcc6bea11-f2fb5550-9a90-459d-b841-e6b1a5a29dc3
Original text: A stylish dining area complete with a central table and matching chairs for group dining....
Truncated text: A stylish dining area complete with a central table and matching chairs for group dining.
after bert: torch.Size([1, 20, 768])
unconditional / conditional generation sampling
[113/160] ID: b0f5ee50-f513-40be-ae17-20fd9acd60b4-b2e71cd0-e41d-41d1-ad17-03088f3db846
Original text: Adding a minimalist coffee table for serving and gathering around the seating area....
Truncated text: Adding a minimalist coffee table for serving and gathering around the seating area.
after bert: torch.Size([1, 18, 768])
unconditional / conditional generation sampling
[114/160] ID: b7f55c1e-7725-46ac-befc-b25aeba50fe2-dcea9d16-e68a-440f-9615-74d132fdd17f
Original text: A cozy living and dining space with a dining table, TV stand, and coordinating chairs....
Truncated text: A cozy living and dining space with a dining table, TV stand, and coordinating chairs.
after bert: torch.Size([1, 21, 768])
unconditional / conditional generation sampling
[115/160] ID: b8c9c3ae-2aa0-4140-b7cd-8578cee5b571-82176ec4-33fd-4383-8fe6-f111b2af2f07
Original text: Desiring a stylish yet understated TV setup with a modern, minimalist TV stand that offers storage a...
Truncated text: Desiring a stylish yet understated TV setup with a modern, minimalist TV stand that offers storage and geometric details.
after bert: torch.Size([1, 29, 768])
unconditional / conditional generation sampling
[116/160] ID: b96d7bab-feaf-4399-92e2-a9438831db66-ea3dd1e6-7f8c-4e87-8091-7e4c8acea44f
Original text: I want a living space with a modern lounge chair positioned slightly off to the side, close to where...
Truncated text: I want a living space with a modern lounge chair positioned slightly off to the side, close to where the loveseat sits. A small side table or lamp should be nearby for convenience.
after bert: torch.Size([1, 39, 768])
unconditional / conditional generation sampling
[117/160] ID: b98e19f5-239f-45a7-a892-da88b2719561-f54c84e6-82b3-462a-a9f4-817ad1c96cc6
Original text: I need a seating layout with a large central sofa...
Truncated text: I need a seating layout with a large central sofa.
after bert: torch.Size([1, 13, 768])
unconditional / conditional generation sampling
[118/160] ID: bf0c006b-a15a-4357-ac71-9d0249d85d72-35031668-abec-4720-b8b2-ca28bd3b4cb1
Original text: Arrange a compact dining room that balances functionality with a touch of sophistication in its furn...
Truncated text: Arrange a compact dining room that balances functionality with a touch of sophistication in its furnishings.
after bert: torch.Size([1, 25, 768])
unconditional / conditional generation sampling
[119/160] ID: bfdec636-7f20-41f6-94c2-b110479f7123-04238398-113b-470e-a84e-82f004207809
Original text: I’d like an arrangement of dining chairs around the table to seat multiple people comfortably....
Truncated text: I’d like an arrangement of dining chairs around the table to seat multiple people comfortably.
after bert: torch.Size([1, 20, 768])
unconditional / conditional generation sampling
[120/160] ID: c0d599b3-f39b-437a-ba68-cbe816fb9862-bea93a32-6a9d-475c-9b43-da342cb4df57
Original text: A thoughtfully lit dining area with a central black glass-top table, framed by black wingback chairs...
Truncated text: A thoughtfully lit dining area with a central black glass-top table, framed by black wingback chairs on all sides. Above, an industrial pendant lamp diffuses a warm and sculptural light, filling the space with both function and artistry. The result balances sharp edges with curated warmth.
after bert: torch.Size([1, 65, 768])
unconditional / conditional generation sampling
Progress: 120/160 scenes generated
[121/160] ID: c0ff8f34-a0c3-47b1-92cc-fdccee514833-1d151a43-9a2a-4342-b6ab-2f5be04cbbc1
Original text: Well-proportioned living and dining room with a clean, uncluttered design....
Truncated text: Well-proportioned living and dining room with a clean, uncluttered design.
after bert: torch.Size([1, 20, 768])
unconditional / conditional generation sampling
[122/160] ID: c360d758-8dbf-4d82-9afe-d71135c13c7f-2953e40a-bcb8-45ce-91cc-d56e9ce25cf1
Original text: Inviting a cozy yet elegant vibe with layered textures, curved lines, and a mix of ornate detailing ...
Truncated text: Inviting a cozy yet elegant vibe with layered textures, curved lines, and a mix of ornate detailing and sleek finishes.
after bert: torch.Size([1, 30, 768])
unconditional / conditional generation sampling
[123/160] ID: c5cb9f35-ecb4-4761-ba65-f0e5b10bd40d-ee19f27e-ab51-4be6-b8a7-1de240097864
Original text: Aiming to introduce visual contrast through a modern black bookcase with a light wood shelf placed a...
Truncated text: Aiming to introduce visual contrast through a modern black bookcase with a light wood shelf placed along the side of the room, offering both practical storage and sleek, understated elegance.
after bert: torch.Size([1, 41, 768])
unconditional / conditional generation sampling
[124/160] ID: c6a61c69-bfb2-4bcb-997c-e3a537cc2033-848721d1-07ab-4279-9a9f-17311cc33cbc
Original text: Interested in setting up a visually interesting lighting feature in the room with a central pendant ...
Truncated text: Interested in setting up a visually interesting lighting feature in the room with a central pendant lamp above an open gathering area. This pendant could help define the area below it while illuminating the primary zone.
after bert: torch.Size([1, 43, 768])
unconditional / conditional generation sampling
[125/160] ID: c8f05c13-5267-410a-b1aa-8701b9b4bdd5-0d3e5bf7-688d-456b-bd1c-b6ce13bb29bc
Original text: Design a welcoming living room that offers variety in its seating while maintaining a cohesive flow....
Truncated text: Design a welcoming living room that offers variety in its seating while maintaining a cohesive flow.
after bert: torch.Size([1, 20, 768])
unconditional / conditional generation sampling
[126/160] ID: cb7c11d8-038d-42f1-b874-a64fb4dc3d04-28da7000-d3fb-4634-9c50-91bd37d89aff
Original text: I want a medium-sized rectangular living room set up to accommodate everyday living needs....
Truncated text: I want a medium-sized rectangular living room set up to accommodate everyday living needs.
after bert: torch.Size([1, 19, 768])
unconditional / conditional generation sampling
[127/160] ID: cf969c1a-14dd-420c-8739-eda9f0705070-c5aec7bb-8b8e-475b-a91e-9c8d1a7951ec
Original text: I’d like an inviting living and dining area that feels balanced and open....
Truncated text: I’d like an inviting living and dining area that feels balanced and open.
after bert: torch.Size([1, 18, 768])
unconditional / conditional generation sampling
[128/160] ID: d03b14a0-31a6-4136-8e7c-d364c7b09955-bcb0df40-687b-4619-9054-ed9ea56abc17
Original text: Incorporate modern side tables with a sleek metal frame to complement a functional yet stylish desig...
Truncated text: Incorporate modern side tables with a sleek metal frame to complement a functional yet stylish design.
after bert: torch.Size([1, 24, 768])
unconditional / conditional generation sampling
[129/160] ID: d040edab-31c6-4fec-8e69-fcec184a0a9a-ed983260-4f7c-4d58-8be7-8149a3d4f6b5
Original text: A practical living room that allows for relaxation and shared meals within the same space....
Truncated text: A practical living room that allows for relaxation and shared meals within the same space.
after bert: torch.Size([1, 18, 768])
unconditional / conditional generation sampling
[130/160] ID: d5051ff6-1923-45ed-9e4f-d26d1a76bc39-8654f51f-9bf6-4885-9cef-1c3e08e73834
Original text: I want a spacious shared living and dining space with enough room to comfortably arrange furniture z...
Truncated text: I want a spacious shared living and dining space with enough room to comfortably arrange furniture zones.
after bert: torch.Size([1, 20, 768])
unconditional / conditional generation sampling
Progress: 130/160 scenes generated
[131/160] ID: d53e93c7-957e-4af2-8b95-98903a45af6a-f8c1952f-2ec2-4dcc-9eff-e3905b217107
Original text: Planning a bookcase along the side wall near the TV stand, offering storage and a decorative element...
Truncated text: Planning a bookcase along the side wall near the TV stand, offering storage and a decorative element in the media zone.
after bert: torch.Size([1, 26, 768])
unconditional / conditional generation sampling
[132/160] ID: d78a9dc7-eba3-4c8c-877a-80eaa2e4f76a-4cb7140b-4afd-4c40-91a5-0b6146344f20
Original text: Design a functional space with storage furniture for organizing items....
Truncated text: Design a functional space with storage furniture for organizing items.
after bert: torch.Size([1, 13, 768])
unconditional / conditional generation sampling
[133/160] ID: d78cbb1e-c52a-431f-a4ea-b340f2d2cc3a-60802f01-0bdd-4430-ae59-c3c771a0b14a
Original text: Aiming for a relaxed entertaining space where the coffee table serves as the centerpiece of the seat...
Truncated text: Aiming for a relaxed entertaining space where the coffee table serves as the centerpiece of the seating group, surrounded by the gray sofa on one side and the black armchair on the other. The muted tones and.
after bert: torch.Size([1, 45, 768])
unconditional / conditional generation sampling
[134/160] ID: d7aff847-7906-4de1-a241-6ee8a22d57c6-4c0789f2-674f-4e4b-b10c-a9f4a63c3c56
Original text: Functional yet stylish entertainment setup with polished bookcases, a compact TV stand, and lounge s...
Truncated text: Functional yet stylish entertainment setup with polished bookcases, a compact TV stand, and lounge seating.
after bert: torch.Size([1, 25, 768])
unconditional / conditional generation sampling
[135/160] ID: d961c686-1ce7-4537-a0e9-aa3b8dbf9f9c-485bcf6e-d169-4414-a966-6549e2efcf2b
Original text: Functional storage furnished with bookcases and a sideboard for organizing books and decorative item...
Truncated text: Functional storage furnished with bookcases and a sideboard for organizing books and decorative items.
after bert: torch.Size([1, 21, 768])
unconditional / conditional generation sampling
[136/160] ID: d96a5189-b481-4705-b283-a202d1b19bd2-f2b6ad8d-c6c3-47f5-822a-195e2b91bf2c
Original text: Aiming to position decorative plants at two corners of the room—one near the sofa by the TV zone, an...
Truncated text: Aiming to position decorative plants at two corners of the room—one near the sofa by the TV zone, and the other toward the far wall near the dining table. This adds a natural, balanced feel to the layout.
after bert: torch.Size([1, 47, 768])
unconditional / conditional generation sampling
[137/160] ID: d9accf5f-e10b-480a-8f52-7f7d1f2fa39e-cfbdd0b9-5282-4a81-901a-ab34cd0c3584
Original text: Hoping for a living room layout that provides plenty of space for relaxing and entertaining guests....
Truncated text: Hoping for a living room layout that provides plenty of space for relaxing and entertaining guests.
after bert: torch.Size([1, 20, 768])
unconditional / conditional generation sampling
[138/160] ID: d9e18978-74ed-4e6d-8603-9f2c438e7424-c9b70108-473b-4f6e-8e3c-dfedb17d5304
Original text: Hoping to create a relaxed dining area with a functional yet stylish design, featuring a modern indu...
Truncated text: Hoping to create a relaxed dining area with a functional yet stylish design, featuring a modern industrial dining table as the anchor. Surrounding it are sleek lounge chairs with woven gray leather that balance comfort and understated elegance. A nearby tall sideboard in minimalist gray tones provides discrete storage with a contemporary flair.
after bert: torch.Size([1, 71, 768])
unconditional / conditional generation sampling
[139/160] ID: da86e040-3b36-4e67-8070-397519b019b7-5468eb9c-f84e-401e-af37-a352f5edfac6
Original text: A modern living room that blends practicality with understated elegance....
Truncated text: A modern living room that blends practicality with understated elegance.
after bert: torch.Size([1, 19, 768])
unconditional / conditional generation sampling
[140/160] ID: dbc40a52-1228-4ff9-93f5-2c60854906d2-3f22a184-b7ae-4222-a2d7-73d236b4af99
Original text: Balanced modern living space with an industrial edge, where a gray fabric sofa contrasts against str...
Truncated text: Balanced modern living space with an industrial edge, where a gray fabric sofa contrasts against strong materials like marble and concrete. A striking black crisscross pendant lamp illuminates the living zone, adding depth to the minimalist design. Pops of green plants in sleek gray pots soften the industrial lines.
after bert: torch.Size([1, 67, 768])
unconditional / conditional generation sampling
Progress: 140/160 scenes generated
[141/160] ID: df0e6d6c-5251-43ab-8334-e67e11ffc697-215c2bef-2f25-4e05-88c5-fdaf05281a94
Original text: A casual yet refined living area with contrasting dark tones and natural wood textures, centered aro...
Truncated text: A casual yet refined living area with contrasting dark tones and natural wood textures, centered around a black metal coffee table and a mix of industrial-inspired and mid-century seating. Accent pillows and clean lines reinforce the inviting modernity.
after bert: torch.Size([1, 51, 768])
unconditional / conditional generation sampling
[142/160] ID: e0435e6d-85c6-497b-a7d6-2e5463b9d3f6-9ace2d83-ca93-467f-b1f7-ff5bba022e89
Original text: Seeking a functional layout with a dining table positioned towards the rear of the room, surrounded ...
Truncated text: Seeking a functional layout with a dining table positioned towards the rear of the room, surrounded by six matching dining chairs. The chairs should feel naturally spaced and align with the table's shape and size. A pendant lamp should be suspended overhead to define the dining area.
after bert: torch.Size([1, 57, 768])
unconditional / conditional generation sampling
[143/160] ID: e19e1425-6d4e-4404-979f-08b0b82a16fc-54d75929-1d9a-4fc8-ad7f-76ae304b27c6
Original text: An inviting living room that offers a mix of seating and communal areas....
Truncated text: An inviting living room that offers a mix of seating and communal areas.
after bert: torch.Size([1, 16, 768])
unconditional / conditional generation sampling
[144/160] ID: e2fc2df1-c777-4e4f-99c4-14465ac8c398-a1fb5a8b-eb77-4e7a-b3ad-6d1367cdf19f
Original text: A modern living room that features a cohesive mix of simple, minimalist furniture with neutral tones...
Truncated text: A modern living room that features a cohesive mix of simple, minimalist furniture with neutral tones and clean lines.
after bert: torch.Size([1, 25, 768])
unconditional / conditional generation sampling
[145/160] ID: e4f1f036-705e-445d-a7ed-a7190d133f99-dce1348e-de1e-48c0-ba6b-38f84130e40e
Original text: Create a modern living room in a rectangular open space with high ceilings and ample room for seatin...
Truncated text: Create a modern living room in a rectangular open space with high ceilings and ample room for seating and functional furniture.
after bert: torch.Size([1, 25, 768])
unconditional / conditional generation sampling
[146/160] ID: e7617091-5ec2-4f8b-801f-848e260ef807-f481a6b2-3483-4219-81bb-7d5ad9a2b10d
Original text: Balanced living space featuring a contemporary armchair placed near the corner with a small dark woo...
Truncated text: Balanced living space featuring a contemporary armchair placed near the corner with a small dark wood side table beside it as a functional accent. This creates a cozy, secondary seating moment within the room.
after bert: torch.Size([1, 43, 768])
unconditional / conditional generation sampling
[147/160] ID: eb8a0928-94bb-4434-bf48-07f311399345-ee302b7d-d198-48bb-804d-4d78e4012ea7
Original text: Focusing on rounded forms in furniture and accessories to promote visual softness and an inviting at...
Truncated text: Focusing on rounded forms in furniture and accessories to promote visual softness and an inviting atmosphere.
after bert: torch.Size([1, 21, 768])
unconditional / conditional generation sampling
[148/160] ID: ebead38b-ebb9-4569-a92f-f71668596b7c-347e2f87-bbfb-43d4-ae7d-8094b8798dd4
Original text: I need a sleek TV stand with an industrial mix of wood, metal, and glass for practical storage and a...
Truncated text: I need a sleek TV stand with an industrial mix of wood, metal, and glass for practical storage and a modern touch.
after bert: torch.Size([1, 27, 768])
unconditional / conditional generation sampling
[149/160] ID: ebef8637-55d8-48d2-bc27-e880c51f36e8-522b49d0-a21d-464e-a8f1-972532094c8f
Original text: I want the TV stand to be positioned directly across from the sofa, acting as the focal point of the...
Truncated text: I want the TV stand to be positioned directly across from the sofa, acting as the focal point of the entertainment area. The coffee table should sit between these two pieces.
after bert: torch.Size([1, 36, 768])
unconditional / conditional generation sampling
[150/160] ID: ec4ce2f3-bf90-45ed-b90a-84f89d87afba-cf3f56de-0d44-4f7f-ba00-8d3fe44751fc
Original text: I’m looking for a cozy sleeping nook that features a modern bed frame with a colorful striped headbo...
Truncated text: I’m looking for a cozy sleeping nook that features a modern bed frame with a colorful striped headboard and vibrant purple bedding for a pop of color. The mood should mix warm textiles and sleek surfaces for a contemporary, inviting vibe.
after bert: torch.Size([1, 53, 768])
unconditional / conditional generation sampling
Progress: 150/160 scenes generated
[151/160] ID: ecdbeecd-1c5e-4605-a682-ca1085fd0721-14514c44-27d4-46fb-a560-3a71811621d1
Original text: A simple yet modern living room tailored for small, quiet moments or shared activities....
Truncated text: A simple yet modern living room tailored for small, quiet moments or shared activities.
after bert: torch.Size([1, 18, 768])
unconditional / conditional generation sampling
[152/160] ID: ed0f9c74-bc76-4290-bd21-27912daaee79-6f8dd287-19e4-4bcc-95d1-9d1a0e07a505
Original text: A harmonious balance of materials and finishes, blending fabric, glass, and wood for a polished cont...
Truncated text: A harmonious balance of materials and finishes, blending fabric, glass, and wood for a polished contemporary look.
after bert: torch.Size([1, 25, 768])
unconditional / conditional generation sampling
[153/160] ID: edb2bc7a-fd02-45de-a29b-eecc01157703-ffefd47c-97a7-4e4f-990c-cd7df9182780
Original text: A dining corner complete with a sideboard for storage and display....
Truncated text: A dining corner complete with a sideboard for storage and display.
after bert: torch.Size([1, 15, 768])
unconditional / conditional generation sampling
[154/160] ID: ee165625-1a56-41fa-b145-232f235a4257-5a272739-9d0d-40db-bc68-2099139012ff
Original text: A modern aesthetic featuring a navy armchair with clean lines and a high backrest, paired with a nea...
Truncated text: A modern aesthetic featuring a navy armchair with clean lines and a high backrest, paired with a nearby teal side table. This seating nook provides a peaceful retreat for reading or relaxation, punctuated by a decorative cushion for added charm.
after bert: torch.Size([1, 52, 768])
unconditional / conditional generation sampling
[155/160] ID: f10d8b7b-fef2-443e-80d7-afc5e71a2e21-25297ec8-bdeb-48ae-9480-d7a914b8753d
Original text: A dual-purpose entertainment section centered around a black and gray TV stand with angular legs, du...
Truncated text: A dual-purpose entertainment section centered around a black and gray TV stand with angular legs, dual cabinets, and open shelving. Positioned for easy viewing, the arrangement is balanced with clean lines and contemporary accents.
after bert: torch.Size([1, 48, 768])
unconditional / conditional generation sampling
[156/160] ID: f31a5ee6-2ba4-4af7-a286-77887385a068-1ff886e8-e8fd-44bf-ad23-26231f5cc5db
Original text: Balanced living room where geometric forms blend cleanly with practical utility....
Truncated text: Balanced living room where geometric forms blend cleanly with practical utility.
after bert: torch.Size([1, 17, 768])
unconditional / conditional generation sampling
[157/160] ID: f9d46be6-78b3-43bd-94fc-c4294ba65e28-ac401c85-e696-4547-8b2a-ac1abf0ed40e
Original text: Room enriched with side tables for accessories or practical use....
Truncated text: Room enriched with side tables for accessories or practical use.
after bert: torch.Size([1, 15, 768])
unconditional / conditional generation sampling
[158/160] ID: fb15b0ca-9d57-4394-b5fa-a3377dc7fb48-c34feed7-d787-4939-84f8-fe62dff78c4a
Original text: Set up an inviting sitting area with a loveseat and a modern coffee table at the front. Add a few lo...
Truncated text: Set up an inviting sitting area with a loveseat and a modern coffee table at the front. Add a few lounge chairs surrounding this arrangement to create an inviting conversation spot. Keep at least one side table for added utility.
after bert: torch.Size([1, 47, 768])
unconditional / conditional generation sampling
[159/160] ID: fc54aa89-bd3b-482a-b69c-0a63a5644c7b-3d70138e-ee13-41b5-9b55-1a593c97921a
Original text: A balanced arrangement featuring a sofa positioned adjacent to a corner table and a centered coffee ...
Truncated text: A balanced arrangement featuring a sofa positioned adjacent to a corner table and a centered coffee table. The dining area, with its table, establishes a separate yet harmonious flow within the same room.
after bert: torch.Size([1, 41, 768])
unconditional / conditional generation sampling
[160/160] ID: fc6386f3-cdbe-45a7-8410-c16c00d891c9-23b9cd54-3aee-4337-9a55-99de0677e68c
Original text: Arrange a modern corner table as an accent piece, blending geometric motifs with a minimalist design...
Truncated text: Arrange a modern corner table as an accent piece, blending geometric motifs with a minimalist design.
after bert: torch.Size([1, 23, 768])
unconditional / conditional generation sampling
Progress: 160/160 scenes generated
============================================================
Results saved to: ../pretrained/pretrained_diffusion/livingrooms_bert/custom_text_test/test_results.json
============================================================
✓ Testing complete for livingrooms
Results saved to: ../pretrained/pretrained_diffusion/livingrooms_bert/custom_text_test/test_results.json