TorchFort
  • Installation
    • Docker Installation
    • CMake Installation
    • Build Documentation
    • Directory Structure
  • Usage Guide
    • Supervised Learning
      • Creating a model
      • Run a Training Step
      • Run Inference to generate predicted output
      • Checkpoint/Restart
      • Multi-argument API
    • Reinforcement Learning
      • Creating an RL system
      • Replay Buffer Management
      • Generating Action Predictions
      • Training Step
      • Checkpoint/Restart
  • TorchFort API
    • TorchFort Configuration Files
      • Common
        • General Properties
        • Optimizer Properties
        • Learning Rate Schedule Properties
      • Supervised Learning
        • Model Properties
        • Loss Properties
      • Reinforcement Learning
        • Reinforcement Learning Training Algorithm Properties
        • Replay Buffer Properties
        • Action Properties
        • Policy and Critic Properties
        • Learning Rate Schedule Properties
    • TorchFort C API
      • General
        • Types
          • torchfort_datatype_t
            • torchfort_datatype_t
          • torchfort_result_t
            • torchfort_result_t
          • torchfort_tensor_list_t
            • torchfort_tensor_list_t
        • Global Context Settings
          • torchfort_set_cudnn_benchmark
            • torchfort_set_cudnn_benchmark()
        • Tensor List Management
          • torchfort_tensor_list_create
            • torchfort_tensor_list_create()
          • torchfort_tensor_list_destroy
            • torchfort_tensor_list_destroy()
          • torchfort_tensor_list_add_tensor
            • torchfort_tensor_list_add_tensor()
      • Supervised Learning
        • Model Creation
          • torchfort_create_model
            • torchfort_create_model()
          • torchfort_create_distributed_model
            • torchfort_create_distributed_model()
        • Model Training/Inference
          • torchfort_train
            • torchfort_train()
          • torchfort_train_multiarg
            • torchfort_train_multiarg()
          • torchfort_inference
            • torchfort_inference()
          • torchfort_inference_multiarg
            • torchfort_inference_multiarg()
        • Model Management
          • torchfort_save_model
            • torchfort_save_model()
          • torchfort_load_model
            • torchfort_load_model()
          • torchfort_save_checkpoint
            • torchfort_save_checkpoint()
          • torchfort_load_checkpoint
            • torchfort_load_checkpoint()
        • Weights and Biases Logging
          • torchfort_wandb_log_int
            • torchfort_wandb_log_int()
          • torchfort_wandb_log_float
            • torchfort_wandb_log_float()
          • torchfort_wandb_log_double
            • torchfort_wandb_log_double()
      • Reinforcement Learning
        • Off-Policy Algorithms
          • System Creation
            • torchfort_rl_off_policy_create_system
            • torchfort_rl_off_policy_create_distributed_system
          • Training/Evaluation
            • torchfort_rl_off_policy_train_step
            • torchfort_rl_off_policy_predict_explore
            • torchfort_rl_off_policy_predict
            • torchfort_rl_off_policy_evaluate
          • System Management
            • torchfort_rl_off_policy_update_replay_buffer
            • torchfort_rl_off_policy_update_replay_buffer_multi
            • torchfort_rl_off_policy_is_ready
            • torchfort_rl_off_policy_save_checkpoint
            • torchfort_rl_off_policy_load_checkpoint
          • Weights and Biases Logging
            • torchfort_rl_off_policy_wandb_log_int
            • torchfort_rl_off_policy_wandb_log_float
            • torchfort_rl_off_policy_wandb_log_double
        • On-Policy Algorithms
          • System Creation
            • torchfort_rl_on_policy_create_system
            • torchfort_rl_on_policy_create_distributed_system
          • Training/Evaluation
            • torchfort_rl_on_policy_train_step
            • torchfort_rl_on_policy_predict_explore
            • torchfort_rl_on_policy_predict
            • torchfort_rl_on_policy_evaluate
          • System Management
            • torchfort_rl_on_policy_update_rollout_buffer
            • torchfort_rl_on_policy_update_rollout_buffer_multi
            • torchfort_rl_on_policy_is_ready
            • torchfort_rl_on_policy_save_checkpoint
            • torchfort_rl_on_policy_load_checkpoint
          • Weights and Biases Logging
            • torchfort_rl_on_policy_wandb_log_int
            • torchfort_rl_on_policy_wandb_log_float
            • torchfort_rl_on_policy_wandb_log_double
    • TorchFort Fortran API
      • General
        • Types
          • torchfort_datatype
          • torchfort_result
          • torchfort_tensor_list
        • Global Context Settings
          • torchfort_set_cudnn_benchmark
        • Tensor List Management
          • torchfort_tensor_list_create
          • torchfort_tensor_list_destroy
          • torchfort_tensor_list_add_tensor
      • Supervised Learning
        • Model Creation
          • torchfort_create_model
          • torchfort_create_distributed_model
        • Model Training/Inference
          • torchfort_train
          • torchfort_train_multiarg
          • torchfort_inference
          • torchfort_inference_multiarg
        • Model Management
          • torchfort_save_model
          • torchfort_load_model
          • torchfort_save_checkpoint
          • torchfort_load_checkpoint
        • Weights and Biases Logging
          • torchfort_wandb_log_int
          • torchfort_wandb_log_float
          • torchfort_wandb_log_double
      • Reinforcement Learning
        • Off-Policy Algorithms
          • System Creation
            • torchfort_rl_off_policy_create_system
            • torchfort_rl_off_policy_create_distributed_system
          • Training/Evaluation
            • torchfort_rl_off_policy_train_step
            • torchfort_rl_off_policy_predict_explore
            • torchfort_rl_off_policy_predict
            • torchfort_rl_off_policy_evaluate
          • System Management
            • torchfort_rl_off_policy_update_replay_buffer
            • torchfort_rl_off_policy_is_ready
            • torchfort_rl_off_policy_save_checkpoint
            • torchfort_rl_off_policy_load_checkpoint
          • Weights and Biases Logging
            • torchfort_rl_off_policy_wandb_log_int
            • torchfort_rl_off_policy_wandb_log_float
            • torchfort_rl_off_policy_wandb_log_double
        • On-Policy Algorithms
          • System Creation
            • torchfort_rl_on_policy_create_system
            • torchfort_rl_on_policy_create_distributed_system
          • Training/Evaluation
            • torchfort_rl_on_policy_train_step
            • torchfort_rl_on_policy_predict_explore
            • torchfort_rl_on_policy_predict
            • torchfort_rl_on_policy_evaluate
          • System Management
            • torchfort_rl_on_policy_update_rollout_buffer
            • torchfort_rl_on_policy_reset_rollout_buffer
            • torchfort_rl_on_policy_is_ready
            • torchfort_rl_on_policy_save_checkpoint
            • torchfort_rl_on_policy_load_checkpoint
          • Weights and Biases Logging
            • torchfort_rl_on_policy_wandb_log_int
            • torchfort_rl_on_policy_wandb_log_float
            • torchfort_rl_on_policy_wandb_log_double
  • Extras
    • Weights and Biases Support
      • Add Custom Metrics Reporting to Application
      • Set up Environment
      • Start Background Watcher Process
      • Start Your TorchFort Application
TorchFort
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