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# test_trainer

This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the imagefolder dataset.
It achieves the following results on the evaluation set:
- Loss: 0.8643
- Accuracy: 0.915

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 20

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| No log        | 1.0   | 125  | 3.6903          | 0.517    |
| No log        | 2.0   | 250  | 2.7990          | 0.553    |
| No log        | 3.0   | 375  | 2.3198          | 0.57     |
| 3.1391        | 4.0   | 500  | 2.0210          | 0.632    |
| 3.1391        | 5.0   | 625  | 1.8298          | 0.638    |
| 3.1391        | 6.0   | 750  | 1.6753          | 0.683    |
| 3.1391        | 7.0   | 875  | 1.5446          | 0.708    |
| 1.7309        | 8.0   | 1000 | 1.4338          | 0.751    |
| 1.7309        | 9.0   | 1125 | 1.3318          | 0.777    |
| 1.7309        | 10.0  | 1250 | 1.2387          | 0.807    |
| 1.7309        | 11.0  | 1375 | 1.1828          | 0.806    |
| 1.2855        | 12.0  | 1500 | 1.1052          | 0.843    |
| 1.2855        | 13.0  | 1625 | 1.0620          | 0.862    |
| 1.2855        | 14.0  | 1750 | 1.0029          | 0.87     |
| 1.2855        | 15.0  | 1875 | 0.9611          | 0.895    |
| 1.0212        | 16.0  | 2000 | 0.9314          | 0.905    |
| 1.0212        | 17.0  | 2125 | 0.9041          | 0.905    |
| 1.0212        | 18.0  | 2250 | 0.8840          | 0.913    |
| 1.0212        | 19.0  | 2375 | 0.8730          | 0.921    |
| 0.8953        | 20.0  | 2500 | 0.8639          | 0.92     |


### Framework versions

- Transformers 4.37.1
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1

abis_beauty abis_book accessory_or_part_or_supply chair changing_pad_cover charging_adapter charm childrens_costume chocolate_candy cleaning_agent cleaning_brush clock clothes_hanger agricultural_supplies clothes_rack coffee coffee_maker computer computer_add_on computer_component computer_cooling_device computer_drive_or_storage computer_input_device computer_input_device_accessory air_compressor computer_speaker condiment conditioner consumer_electronics cookie cookie_cutter cooking_oven cosmetic_brush cosmetic_case cosmetic_powder air_conditioner countertop_burner countertop_griddle_appliance countertop_oven cracker curtain cutting_board dairy_based_butter dairy_based_cheese dairy_based_cream dairy_based_drink air_fryer dairy_based_ice_cream deep_fryer dehumidifier desk dietary_supplements digital_device_3 dinnerware dishware_bowl dishware_place_setting dishware_plate air_mattress dishwasher dishwasher_detergent doorstop dresser drill drill_bits drinking_cup drinking_straw drink_coaster drink_flavored air_pump drying_rack dutch_ovens earmuff earplug earring edible_oil_vegetable educational_supplies electric_fan electric_water_boiler electromechanical_gauge air_purifier electronic_adapter electronic_cable electronic_device_docking_station electronic_switch envelope essential_oil exercise_band exercise_mat eyebrow_color eyelid_color amazon_book_reader_accessory eyewear face_shaping_makeup facial_tissue fashionearring fashionnecklacebraceletanklet fashionother fashionring fastener_drive_bit faucet figurine amazon_tablet_accessory file_folder fineearring finenecklacebraceletanklet fineother finering first_aid_kit fish fishing_equipment fitness_bench flash_drive abis_drugstore animal_collar flash_memory flatware flat_screen_display_mount flat_sheet flavored_drink_concentrate flour food_blender food_dehydrator food_mixer food_preparation_mold animal_litter food_processor food_service_supply food_slicer food_storage_bag fountain freestanding_shelter fruit fruit_snack fuel_pump furniture antenna furniture_cover furniture_liner game_dice garlic_press golf_club golf_club_bag gps_or_navigation_accessory gps_or_navigation_system grocery guitars area_deodorizer hair_brush hair_cleaner_conditioner hair_coloring_agent hair_comb hair_iron hair_removal_agent hair_styling_agent handbag hardware hardware_clamp_vise artificial_tree hardware_handle hardware_hinge hardware_tubing hat headboard headphones health_personal_care herb herbal_supplement home art_and_craft_supply home_bed_and_bath home_furniture_and_decor home_lighting_accessory home_lighting_and_lamps home_mirror home_organizers_and_storage honey humidifier ice_chest ice_cube_tray astringent_substance incense infant_toddler_car_seat inkjet_printer_ink ink_or_toner input_mouse input_pen instrument_parts_and_accessories janitorial_supply jar jerky audio_or_video jewelry jewelry_set jewelry_storage juicer juice_and_juice_drink keyboards kick_scooter kitchen kitchen_knife kitchen_tools auto_accessory knife_block_set label lab_supply ladder lamp landline_phone laundry_appliance laundry_detergent laundry_hamper leavening_agent auto_chemical legume lehenga_choli_set leotard license_plate_attachment light_bulb light_fixture light_source lip_balm lip_color litter_box abis_electronics auto_oil lock luggage major_home_appliances manual_shaving_razor marking_pen mascara massager massage_stick mattress meal_holder auto_part meat mechanical_components mechanical_lighter media_storage medication memory_reader microphone microscopes microwave_oven milk_substitute av_furniture mineral_supplement monitor mouse_pad mouthwash multiport_hub multitool muscle_roller nail_polish necklace necktie av_receiver networking_device networking_router network_interface_controller_adapter non_dairy_cream non_riding_toy_vehicle noodle notebook_computer nutritional_supplement nuts nut_butter baby_bottle office_electronics office_products orthopedic_brace otc_medication ottoman outbuilding outdoor_living outdoor_recreation_product overalls pacifier baby_product packaged_soup_and_stew pantry paper_product paper_towel_holder pastry percussion_instruments personal_care_appliance personal_computer personal_pill_dispenser pet_apparel backpack pet_pest_control pet_supplies pet_toy phone phone_accessory picture_frame pillow pinboard pitcher placemat badge_holder planter pliers plumbing_fixture popcorn portable_audio portable_av_device portable_electronic_device_cover portable_electronic_device_mount portable_electronic_device_stand portable_stove bag portable_tool_box pot_holder poultry powersports_vehicle_part power_bank power_converter power_strip power_supplies_or_protection pressure_cooker pretzel bakeware printer print_copy_paper professional_healthcare protein_drink protein_supplement_powder pump_dispenser punching_bag puzzles radio razor_blade_cartridge abis_home_improvement baking_cup receiver_or_amplifier recreation_ball refrigeration_appliance refrigerator remote_control rice_cookers rice_mix ring roasting_pan robotic_vacuum_cleaner baking_mix room_divider rowing_machine rug rug_pad safe safety_glasses safety_supply salad_dressing sandal sauce baking_pan saute_fry_pan saw_blade scanner scissors screen_protector screwdriver sculpture seals security_camera security_electronics baking_paper self_stick_note shampoo sheet_pan shelf shellfish shipping_box shoes shoe_insert shovel_spade showerhead barbecue_grill skateboard skin_cleaning_agent skin_cleaning_wipe skin_exfoliant skin_foundation_concealer skin_moisturizer skin_treatment_mask sleeping_bag sleep_mask slow_cooker barbell small_home_appliances snack_chip_and_crisp snack_food_bar snack_mix sofa sound_and_recording_equipment sous_vide_machine speakers spirits sporting_goods basket sport_racket sport_table_game stapler stationary_bicycle steering_wheel_cover sticker_decal stool_seating storage_bag storage_binder storage_box bathwater_additive storage_drawer storage_hook storage_rack stringed_instruments string_light stroller sugar sugar_candy sugar_substitute suitcase battery sunglasses sunscreen surveilance_systems swatch sweatband swing system_power_device table tabletop_game tea bean_bag_chair teaching_equipment technical_sport_shoe telescope television tent terminal_block thermometer thermoplastic_filament thermos thickening_agent abis_kitchen beauty timer toaster toilet_paper_holder toilet_seat tools toothbrush toothbrush_holder tooth_cleaning_agent tote_bag towel_holder bed toys_and_games toy_building_block toy_figure toy_slime track_suit transport_rack trash_can two_way_radio umbrella utility_cart_wagon bed_frame utility_knife vacuum_cleaner vacuum_sealer_machine valve vase vegetable vehicle_interior_shade vehicle_light_assembly vehicle_light_bulb vehicle_mirror bench vehicle_safety_camera vehicle_scan_tool vehicle_seat_cover vest video_device video_game_accessories video_projector vine vinegar vitamin binocular vivarium waist_cincher walking_stick wallet wallpaper wall_art washer_dryer_combination waste_bag watch water biss water_flotation_device water_pump water_purification_unit weigh_scale wheel wheel_cutter wildlife_feeder window_shade wine wireless_accessory blanket wireless_locked_phone wound_dressing wrench writing_board writing_instrument writing_paper blank_media blood_pressure_monitor body_deodorant abis_lawn_and_garden body_lubricant body_positioner bookend boot bottle bottle_opener bottle_rack boxing_glove bracelet bread abis_pet_products bread_making_machine breakfast_cereal broom bucket building_material cabinet caddy cake calculator camcorder abis_video_games camera_bags_and_cases camera_flash camera_lens_filters camera_other_accessories camera_support camera_tripod candle candle_holder candy can_opener accessory card_stock cargo_strap carrying_case_or_bag car_audio_or_theater car_electronics casseroles cellular_phone cellular_phone_case ce_accessory ce_carrying_case_or_bag