diff --git a/src/wear_mocap_ape/data_deploy/nn/04f4ad63bfccb3668f7598c9375403e10b1fae2a/checkpoint.pt b/src/wear_mocap_ape/data_deploy/nn/04f4ad63bfccb3668f7598c9375403e10b1fae2a/checkpoint.pt new file mode 100644 index 0000000..2ace66c Binary files /dev/null and b/src/wear_mocap_ape/data_deploy/nn/04f4ad63bfccb3668f7598c9375403e10b1fae2a/checkpoint.pt differ diff --git a/src/wear_mocap_ape/data_deploy/nn/04f4ad63bfccb3668f7598c9375403e10b1fae2a/results.json b/src/wear_mocap_ape/data_deploy/nn/04f4ad63bfccb3668f7598c9375403e10b1fae2a/results.json new file mode 100644 index 0000000..5750c20 --- /dev/null +++ b/src/wear_mocap_ape/data_deploy/nn/04f4ad63bfccb3668f7598c9375403e10b1fae2a/results.json @@ -0,0 +1,58 @@ +{ + "model": "DropoutLSTM", + "hidden_layer_count": 2, + "hidden_layer_size": 256, + "epochs": 200, + "batch_size": 128, + "learning_rate": 0.001, + "dropout": 0.2, + "sequence_len": 8, + "normalize": true, + "seq_overlap": true, + "create_norm_stats": true, + "early_stopping": 10, + "hash": "04f4ad63bfccb3668f7598c9375403e10b1fae2a", + "y_targets_n": "ORI_CAL_LARM_UARM", + "x_inputs_n": "WATCH_ONLY", + "y_targets_v": [ + "gt_larm_6drr_cal_1", + "gt_larm_6drr_cal_2", + "gt_larm_6drr_cal_3", + "gt_larm_6drr_cal_4", + "gt_larm_6drr_cal_5", + "gt_larm_6drr_cal_6", + "gt_uarm_6drr_cal_1", + "gt_uarm_6drr_cal_2", + "gt_uarm_6drr_cal_3", + "gt_uarm_6drr_cal_4", + "gt_uarm_6drr_cal_5", + "gt_uarm_6drr_cal_6" + ], + "x_inputs_v": [ + "sw_dt", + "sw_gyro_x", + "sw_gyro_y", + "sw_gyro_z", + "sw_lvel_x", + "sw_lvel_y", + "sw_lvel_z", + "sw_lacc_x", + "sw_lacc_y", + "sw_lacc_z", + "sw_grav_x", + "sw_grav_y", + "sw_grav_z", + "sw_6drr_cal_1", + "sw_6drr_cal_2", + "sw_6drr_cal_3", + "sw_6drr_cal_4", + "sw_6drr_cal_5", + "sw_6drr_cal_6", + "sw_pres_cal" + ], + "datetime": "2024-01-04 15:53:02", + "Loss/train": 0.22115493795126676, + "Loss/test": 0.336589118361567, + "Loss/b_train": 0.2613852661439601, + "Loss/b_test": 0.33499827116751313 +} \ No newline at end of file