TinyStories-1Layer-21M-Codebook / trainer_state.json
taufeeque's picture
upload model
26ccd30
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 10.427528675703858,
"global_step": 100000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 0.0,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 1.0000000000000001e-07,
"loss": 3.5777,
"max_norm": 11.326861381530762,
"max_norm/layer0": 11.326861381530762,
"mean_norm": 7.967035204172134,
"mean_norm/layer0": 7.967035204172134,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 1
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 0.1,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0001,
"loss": 2.2319,
"max_norm": 11.350375175476074,
"max_norm/layer0": 11.350375175476074,
"mean_norm": 8.056939780712128,
"mean_norm/layer0": 8.056939780712128,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 1000
},
{
"epoch": 0.1,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5317416829745597,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.9134443998336792,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.034,
"eval_samples_per_second": 96.716,
"eval_steps_per_second": 1.934,
"step": 1000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 0.21,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0002,
"loss": 1.8521,
"max_norm": 11.451685905456543,
"max_norm/layer0": 11.451685905456543,
"mean_norm": 8.345297634601593,
"mean_norm/layer0": 8.345297634601593,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 2000
},
{
"epoch": 0.21,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5495499021526419,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.798967719078064,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0243,
"eval_samples_per_second": 97.629,
"eval_steps_per_second": 1.953,
"step": 2000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 0.31,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0003,
"loss": 1.7879,
"max_norm": 12.298419952392578,
"max_norm/layer0": 12.298419952392578,
"mean_norm": 8.877436935901642,
"mean_norm/layer0": 8.877436935901642,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 3000
},
{
"epoch": 0.31,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5556751467710371,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.7738969326019287,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0304,
"eval_samples_per_second": 97.052,
"eval_steps_per_second": 1.941,
"step": 3000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 0.42,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0004,
"loss": 1.7728,
"max_norm": 13.492940902709961,
"max_norm/layer0": 13.492940902709961,
"mean_norm": 9.665014863014221,
"mean_norm/layer0": 9.665014863014221,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 4000
},
{
"epoch": 0.42,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5564187866927593,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.7666442394256592,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0276,
"eval_samples_per_second": 97.317,
"eval_steps_per_second": 1.946,
"step": 4000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 0.52,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0005,
"loss": 1.7686,
"max_norm": 15.771540641784668,
"max_norm/layer0": 15.771540641784668,
"mean_norm": 10.713956594467163,
"mean_norm/layer0": 10.713956594467163,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 5000
},
{
"epoch": 0.52,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5594520547945205,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.7608648538589478,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0276,
"eval_samples_per_second": 97.311,
"eval_steps_per_second": 1.946,
"step": 5000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 0.63,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0004947368421052632,
"loss": 1.7635,
"max_norm": 18.436635971069336,
"max_norm/layer0": 18.436635971069336,
"mean_norm": 11.895205318927765,
"mean_norm/layer0": 11.895205318927765,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 6000
},
{
"epoch": 0.63,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5597651663405088,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.7554824352264404,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0292,
"eval_samples_per_second": 97.159,
"eval_steps_per_second": 1.943,
"step": 6000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 0.73,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0004894736842105264,
"loss": 1.7523,
"max_norm": 21.048765182495117,
"max_norm/layer0": 21.048765182495117,
"mean_norm": 13.066829144954681,
"mean_norm/layer0": 13.066829144954681,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 7000
},
{
"epoch": 0.73,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5631506849315069,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.738256812095642,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0284,
"eval_samples_per_second": 97.237,
"eval_steps_per_second": 1.945,
"step": 7000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 0.83,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0004842105263157895,
"loss": 1.7471,
"max_norm": 23.563966751098633,
"max_norm/layer0": 23.563966751098633,
"mean_norm": 14.23173063993454,
"mean_norm/layer0": 14.23173063993454,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 8000
},
{
"epoch": 0.83,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5643248532289629,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.7368353605270386,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0291,
"eval_samples_per_second": 97.172,
"eval_steps_per_second": 1.943,
"step": 8000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 0.94,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00047894736842105264,
"loss": 1.7404,
"max_norm": 26.197235107421875,
"max_norm/layer0": 26.197235107421875,
"mean_norm": 15.391284584999084,
"mean_norm/layer0": 15.391284584999084,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 9000
},
{
"epoch": 0.94,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5658904109589041,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.7276737689971924,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.029,
"eval_samples_per_second": 97.186,
"eval_steps_per_second": 1.944,
"step": 9000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 1.04,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00047368421052631577,
"loss": 1.728,
"max_norm": 28.83698272705078,
"max_norm/layer0": 28.83698272705078,
"mean_norm": 16.548602163791656,
"mean_norm/layer0": 16.548602163791656,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 10000
},
{
"epoch": 1.04,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5647358121330724,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.7289787530899048,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0306,
"eval_samples_per_second": 97.031,
"eval_steps_per_second": 1.941,
"step": 10000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 1.15,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00046842105263157895,
"loss": 1.7195,
"max_norm": 31.372026443481445,
"max_norm/layer0": 31.372026443481445,
"mean_norm": 17.70964866876602,
"mean_norm/layer0": 17.70964866876602,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 11000
},
{
"epoch": 1.15,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5667318982387476,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.7244290113449097,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0293,
"eval_samples_per_second": 97.153,
"eval_steps_per_second": 1.943,
"step": 11000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 1.25,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00046315789473684214,
"loss": 1.7198,
"max_norm": 33.9889030456543,
"max_norm/layer0": 33.9889030456543,
"mean_norm": 18.86298167705536,
"mean_norm/layer0": 18.86298167705536,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 12000
},
{
"epoch": 1.25,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5671037181996086,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.7230280637741089,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0314,
"eval_samples_per_second": 96.953,
"eval_steps_per_second": 1.939,
"step": 12000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 1.36,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00045789473684210527,
"loss": 1.7171,
"max_norm": 36.61670684814453,
"max_norm/layer0": 36.61670684814453,
"mean_norm": 20.012963116168976,
"mean_norm/layer0": 20.012963116168976,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 13000
},
{
"epoch": 1.36,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5689432485322896,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.7177398204803467,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0289,
"eval_samples_per_second": 97.193,
"eval_steps_per_second": 1.944,
"step": 13000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 1.46,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00045263157894736845,
"loss": 1.7185,
"max_norm": 39.28107452392578,
"max_norm/layer0": 39.28107452392578,
"mean_norm": 21.156790494918823,
"mean_norm/layer0": 21.156790494918823,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 14000
},
{
"epoch": 1.46,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5688258317025441,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.715006709098816,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0296,
"eval_samples_per_second": 97.126,
"eval_steps_per_second": 1.943,
"step": 14000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 1.56,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0004473684210526316,
"loss": 1.7149,
"max_norm": 41.809288024902344,
"max_norm/layer0": 41.809288024902344,
"mean_norm": 22.29547154903412,
"mean_norm/layer0": 22.29547154903412,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 15000
},
{
"epoch": 1.56,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5694520547945205,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.7125060558319092,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0282,
"eval_samples_per_second": 97.259,
"eval_steps_per_second": 1.945,
"step": 15000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 1.67,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0004421052631578947,
"loss": 1.7105,
"max_norm": 44.21694564819336,
"max_norm/layer0": 44.21694564819336,
"mean_norm": 23.42733907699585,
"mean_norm/layer0": 23.42733907699585,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 16000
},
{
"epoch": 1.67,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5695303326810176,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.709671139717102,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0286,
"eval_samples_per_second": 97.217,
"eval_steps_per_second": 1.944,
"step": 16000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 1.77,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00043684210526315795,
"loss": 1.7107,
"max_norm": 46.647300720214844,
"max_norm/layer0": 46.647300720214844,
"mean_norm": 24.55408787727356,
"mean_norm/layer0": 24.55408787727356,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 17000
},
{
"epoch": 1.77,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5689236790606653,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.7072749137878418,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0377,
"eval_samples_per_second": 96.366,
"eval_steps_per_second": 1.927,
"step": 17000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 1.88,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0004315789473684211,
"loss": 1.7113,
"max_norm": 49.0349235534668,
"max_norm/layer0": 49.0349235534668,
"mean_norm": 25.673280954360962,
"mean_norm/layer0": 25.673280954360962,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 18000
},
{
"epoch": 1.88,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5711937377690802,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.7024654150009155,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.031,
"eval_samples_per_second": 96.991,
"eval_steps_per_second": 1.94,
"step": 18000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 1.98,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0004263157894736842,
"loss": 1.7078,
"max_norm": 51.330352783203125,
"max_norm/layer0": 51.330352783203125,
"mean_norm": 26.78341281414032,
"mean_norm/layer0": 26.78341281414032,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 19000
},
{
"epoch": 1.98,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5701956947162427,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.7047913074493408,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0324,
"eval_samples_per_second": 96.861,
"eval_steps_per_second": 1.937,
"step": 19000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 2.09,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00042105263157894734,
"loss": 1.693,
"max_norm": 53.77473449707031,
"max_norm/layer0": 53.77473449707031,
"mean_norm": 27.891030192375183,
"mean_norm/layer0": 27.891030192375183,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 20000
},
{
"epoch": 2.09,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5695694716242662,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.7044708728790283,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0296,
"eval_samples_per_second": 97.121,
"eval_steps_per_second": 1.942,
"step": 20000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 2.19,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0004157894736842106,
"loss": 1.6935,
"max_norm": 56.13137435913086,
"max_norm/layer0": 56.13137435913086,
"mean_norm": 28.993399620056152,
"mean_norm/layer0": 28.993399620056152,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 21000
},
{
"epoch": 2.19,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5694716242661448,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.706821322441101,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.03,
"eval_samples_per_second": 97.083,
"eval_steps_per_second": 1.942,
"step": 21000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 2.29,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0004105263157894737,
"loss": 1.6962,
"max_norm": 58.38813018798828,
"max_norm/layer0": 58.38813018798828,
"mean_norm": 30.087660908699036,
"mean_norm/layer0": 30.087660908699036,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 22000
},
{
"epoch": 2.29,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5687475538160469,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.7046499252319336,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0302,
"eval_samples_per_second": 97.072,
"eval_steps_per_second": 1.941,
"step": 22000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 2.4,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00040526315789473684,
"loss": 1.6954,
"max_norm": 60.607887268066406,
"max_norm/layer0": 60.607887268066406,
"mean_norm": 31.172435641288757,
"mean_norm/layer0": 31.172435641288757,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 23000
},
{
"epoch": 2.4,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5706457925636008,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.7018758058547974,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0307,
"eval_samples_per_second": 97.019,
"eval_steps_per_second": 1.94,
"step": 23000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 2.5,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0004,
"loss": 1.6933,
"max_norm": 62.92869186401367,
"max_norm/layer0": 62.92869186401367,
"mean_norm": 32.24555063247681,
"mean_norm/layer0": 32.24555063247681,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 24000
},
{
"epoch": 2.5,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5725440313111546,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.700171947479248,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0287,
"eval_samples_per_second": 97.209,
"eval_steps_per_second": 1.944,
"step": 24000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 2.61,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00039473684210526315,
"loss": 1.6942,
"max_norm": 65.25504302978516,
"max_norm/layer0": 65.25504302978516,
"mean_norm": 33.31111395359039,
"mean_norm/layer0": 33.31111395359039,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 25000
},
{
"epoch": 2.61,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5717221135029354,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6983325481414795,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0305,
"eval_samples_per_second": 97.039,
"eval_steps_per_second": 1.941,
"step": 25000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 2.71,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00038947368421052633,
"loss": 1.6935,
"max_norm": 67.45101928710938,
"max_norm/layer0": 67.45101928710938,
"mean_norm": 34.36543405056,
"mean_norm/layer0": 34.36543405056,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 26000
},
{
"epoch": 2.71,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.573013698630137,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6938215494155884,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.031,
"eval_samples_per_second": 96.993,
"eval_steps_per_second": 1.94,
"step": 26000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 2.82,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00038421052631578946,
"loss": 1.6928,
"max_norm": 69.7523193359375,
"max_norm/layer0": 69.7523193359375,
"mean_norm": 35.40895915031433,
"mean_norm/layer0": 35.40895915031433,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 27000
},
{
"epoch": 2.82,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5718786692759296,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6977686882019043,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0294,
"eval_samples_per_second": 97.146,
"eval_steps_per_second": 1.943,
"step": 27000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 2.92,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00037894736842105265,
"loss": 1.6927,
"max_norm": 71.84566497802734,
"max_norm/layer0": 71.84566497802734,
"mean_norm": 36.44334518909454,
"mean_norm/layer0": 36.44334518909454,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 28000
},
{
"epoch": 2.92,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.571545988258317,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6934936046600342,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0309,
"eval_samples_per_second": 97.006,
"eval_steps_per_second": 1.94,
"step": 28000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 3.02,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0003736842105263158,
"loss": 1.6855,
"max_norm": 73.88700866699219,
"max_norm/layer0": 73.88700866699219,
"mean_norm": 37.46485388278961,
"mean_norm/layer0": 37.46485388278961,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 29000
},
{
"epoch": 3.02,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5726027397260274,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.69780695438385,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0312,
"eval_samples_per_second": 96.977,
"eval_steps_per_second": 1.94,
"step": 29000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 3.13,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00036842105263157896,
"loss": 1.6773,
"max_norm": 76.05863189697266,
"max_norm/layer0": 76.05863189697266,
"mean_norm": 38.48086929321289,
"mean_norm/layer0": 38.48086929321289,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 30000
},
{
"epoch": 3.13,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5731898238747554,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6950737237930298,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0321,
"eval_samples_per_second": 96.894,
"eval_steps_per_second": 1.938,
"step": 30000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 3.23,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00036315789473684214,
"loss": 1.6788,
"max_norm": 78.17182922363281,
"max_norm/layer0": 78.17182922363281,
"mean_norm": 39.482818245887756,
"mean_norm/layer0": 39.482818245887756,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 31000
},
{
"epoch": 3.23,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5728375733855186,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6925665140151978,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0261,
"eval_samples_per_second": 97.46,
"eval_steps_per_second": 1.949,
"step": 31000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 3.34,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0003578947368421053,
"loss": 1.6813,
"max_norm": 80.1740493774414,
"max_norm/layer0": 80.1740493774414,
"mean_norm": 40.47369468212128,
"mean_norm/layer0": 40.47369468212128,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 32000
},
{
"epoch": 3.34,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.572641878669276,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6919567584991455,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0325,
"eval_samples_per_second": 96.851,
"eval_steps_per_second": 1.937,
"step": 32000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 3.44,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0003526315789473684,
"loss": 1.6782,
"max_norm": 82.25338745117188,
"max_norm/layer0": 82.25338745117188,
"mean_norm": 41.45106363296509,
"mean_norm/layer0": 41.45106363296509,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 33000
},
{
"epoch": 3.44,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5732681017612524,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6926295757293701,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0268,
"eval_samples_per_second": 97.393,
"eval_steps_per_second": 1.948,
"step": 33000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 3.55,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0003473684210526316,
"loss": 1.6801,
"max_norm": 84.2289047241211,
"max_norm/layer0": 84.2289047241211,
"mean_norm": 42.41705143451691,
"mean_norm/layer0": 42.41705143451691,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 34000
},
{
"epoch": 3.55,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5718590998043053,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6893627643585205,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0265,
"eval_samples_per_second": 97.419,
"eval_steps_per_second": 1.948,
"step": 34000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 3.65,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00034210526315789477,
"loss": 1.6796,
"max_norm": 86.21290588378906,
"max_norm/layer0": 86.21290588378906,
"mean_norm": 43.37204849720001,
"mean_norm/layer0": 43.37204849720001,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 35000
},
{
"epoch": 3.65,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5727788649706458,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.688981294631958,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0277,
"eval_samples_per_second": 97.302,
"eval_steps_per_second": 1.946,
"step": 35000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 3.75,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0003368421052631579,
"loss": 1.6768,
"max_norm": 88.06742095947266,
"max_norm/layer0": 88.06742095947266,
"mean_norm": 44.314213514328,
"mean_norm/layer0": 44.314213514328,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 36000
},
{
"epoch": 3.75,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5721722113502935,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6881800889968872,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0296,
"eval_samples_per_second": 97.122,
"eval_steps_per_second": 1.942,
"step": 36000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 3.86,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00033157894736842103,
"loss": 1.6802,
"max_norm": 89.83356475830078,
"max_norm/layer0": 89.83356475830078,
"mean_norm": 45.24382555484772,
"mean_norm/layer0": 45.24382555484772,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 37000
},
{
"epoch": 3.86,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.573228962818004,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6871685981750488,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0305,
"eval_samples_per_second": 97.04,
"eval_steps_per_second": 1.941,
"step": 37000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 3.96,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0003263157894736842,
"loss": 1.6809,
"max_norm": 91.73099517822266,
"max_norm/layer0": 91.73099517822266,
"mean_norm": 46.16047787666321,
"mean_norm/layer0": 46.16047787666321,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 38000
},
{
"epoch": 3.96,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5750097847358121,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.685491681098938,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0263,
"eval_samples_per_second": 97.433,
"eval_steps_per_second": 1.949,
"step": 38000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 4.07,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0003210526315789474,
"loss": 1.6701,
"max_norm": 93.56365966796875,
"max_norm/layer0": 93.56365966796875,
"mean_norm": 47.06712102890015,
"mean_norm/layer0": 47.06712102890015,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 39000
},
{
"epoch": 4.07,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5742074363992172,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6885604858398438,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0277,
"eval_samples_per_second": 97.308,
"eval_steps_per_second": 1.946,
"step": 39000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 4.17,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00031578947368421053,
"loss": 1.6646,
"max_norm": 95.40019226074219,
"max_norm/layer0": 95.40019226074219,
"mean_norm": 47.9597909450531,
"mean_norm/layer0": 47.9597909450531,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 40000
},
{
"epoch": 4.17,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5734442270058708,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6889522075653076,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0311,
"eval_samples_per_second": 96.985,
"eval_steps_per_second": 1.94,
"step": 40000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 4.28,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0003105263157894737,
"loss": 1.669,
"max_norm": 97.21604919433594,
"max_norm/layer0": 97.21604919433594,
"mean_norm": 48.839876651763916,
"mean_norm/layer0": 48.839876651763916,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 41000
},
{
"epoch": 4.28,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5746771037181996,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6858941316604614,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0321,
"eval_samples_per_second": 96.889,
"eval_steps_per_second": 1.938,
"step": 41000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 4.38,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00030526315789473684,
"loss": 1.6713,
"max_norm": 99.00255584716797,
"max_norm/layer0": 99.00255584716797,
"mean_norm": 49.7055082321167,
"mean_norm/layer0": 49.7055082321167,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 42000
},
{
"epoch": 4.38,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5739726027397261,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.686662197113037,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0316,
"eval_samples_per_second": 96.933,
"eval_steps_per_second": 1.939,
"step": 42000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 4.48,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0003,
"loss": 1.6693,
"max_norm": 100.78987884521484,
"max_norm/layer0": 100.78987884521484,
"mean_norm": 50.558117628097534,
"mean_norm/layer0": 50.558117628097534,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 43000
},
{
"epoch": 4.48,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5749510763209393,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.682096004486084,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0324,
"eval_samples_per_second": 96.862,
"eval_steps_per_second": 1.937,
"step": 43000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 4.59,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00029473684210526316,
"loss": 1.6693,
"max_norm": 102.48609161376953,
"max_norm/layer0": 102.48609161376953,
"mean_norm": 51.397204637527466,
"mean_norm/layer0": 51.397204637527466,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 44000
},
{
"epoch": 4.59,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5747162426614482,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6822019815444946,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0343,
"eval_samples_per_second": 96.681,
"eval_steps_per_second": 1.934,
"step": 44000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 4.69,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00028947368421052634,
"loss": 1.6692,
"max_norm": 104.09925842285156,
"max_norm/layer0": 104.09925842285156,
"mean_norm": 52.224265336990356,
"mean_norm/layer0": 52.224265336990356,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 45000
},
{
"epoch": 4.69,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5745009784735812,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.680064082145691,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0301,
"eval_samples_per_second": 97.078,
"eval_steps_per_second": 1.942,
"step": 45000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 4.8,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00028421052631578947,
"loss": 1.6703,
"max_norm": 105.74360656738281,
"max_norm/layer0": 105.74360656738281,
"mean_norm": 53.035457372665405,
"mean_norm/layer0": 53.035457372665405,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 46000
},
{
"epoch": 4.8,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5761448140900196,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6834497451782227,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.028,
"eval_samples_per_second": 97.278,
"eval_steps_per_second": 1.946,
"step": 46000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 4.9,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0002789473684210526,
"loss": 1.6677,
"max_norm": 107.3390884399414,
"max_norm/layer0": 107.3390884399414,
"mean_norm": 53.83394503593445,
"mean_norm/layer0": 53.83394503593445,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 47000
},
{
"epoch": 4.9,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5756360078277887,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.681907296180725,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0321,
"eval_samples_per_second": 96.892,
"eval_steps_per_second": 1.938,
"step": 47000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 5.01,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00027368421052631584,
"loss": 1.6682,
"max_norm": 108.92868041992188,
"max_norm/layer0": 108.92868041992188,
"mean_norm": 54.61986470222473,
"mean_norm/layer0": 54.61986470222473,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 48000
},
{
"epoch": 5.01,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5752250489236791,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6778249740600586,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0308,
"eval_samples_per_second": 97.012,
"eval_steps_per_second": 1.94,
"step": 48000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 5.11,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00026842105263157897,
"loss": 1.6547,
"max_norm": 110.44733428955078,
"max_norm/layer0": 110.44733428955078,
"mean_norm": 55.39363622665405,
"mean_norm/layer0": 55.39363622665405,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 49000
},
{
"epoch": 5.11,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.575146771037182,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6824584007263184,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0301,
"eval_samples_per_second": 97.074,
"eval_steps_per_second": 1.941,
"step": 49000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 5.21,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0002631578947368421,
"loss": 1.6566,
"max_norm": 112.06961059570312,
"max_norm/layer0": 112.06961059570312,
"mean_norm": 56.14954137802124,
"mean_norm/layer0": 56.14954137802124,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 50000
},
{
"epoch": 5.21,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5757729941291585,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6824774742126465,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0319,
"eval_samples_per_second": 96.905,
"eval_steps_per_second": 1.938,
"step": 50000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 5.32,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0002578947368421053,
"loss": 1.6605,
"max_norm": 113.63825988769531,
"max_norm/layer0": 113.63825988769531,
"mean_norm": 56.89331555366516,
"mean_norm/layer0": 56.89331555366516,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 51000
},
{
"epoch": 5.32,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5745988258317025,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6813552379608154,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0311,
"eval_samples_per_second": 96.986,
"eval_steps_per_second": 1.94,
"step": 51000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 5.42,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0002526315789473684,
"loss": 1.6603,
"max_norm": 115.20358276367188,
"max_norm/layer0": 115.20358276367188,
"mean_norm": 57.622037410736084,
"mean_norm/layer0": 57.622037410736084,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 52000
},
{
"epoch": 5.42,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5754598825831703,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6768248081207275,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0402,
"eval_samples_per_second": 96.135,
"eval_steps_per_second": 1.923,
"step": 52000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 5.53,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0002473684210526316,
"loss": 1.6595,
"max_norm": 116.71245574951172,
"max_norm/layer0": 116.71245574951172,
"mean_norm": 58.335200548172,
"mean_norm/layer0": 58.335200548172,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 53000
},
{
"epoch": 5.53,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5753424657534246,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6757440567016602,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0326,
"eval_samples_per_second": 96.84,
"eval_steps_per_second": 1.937,
"step": 53000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 5.63,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00024210526315789475,
"loss": 1.6603,
"max_norm": 118.23548889160156,
"max_norm/layer0": 118.23548889160156,
"mean_norm": 59.03403639793396,
"mean_norm/layer0": 59.03403639793396,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 54000
},
{
"epoch": 5.63,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5738160469667319,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6769322156906128,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0316,
"eval_samples_per_second": 96.941,
"eval_steps_per_second": 1.939,
"step": 54000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 5.74,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00023684210526315788,
"loss": 1.662,
"max_norm": 119.70069122314453,
"max_norm/layer0": 119.70069122314453,
"mean_norm": 59.720083475112915,
"mean_norm/layer0": 59.720083475112915,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 55000
},
{
"epoch": 5.74,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5758708414872798,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6757923364639282,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0457,
"eval_samples_per_second": 95.626,
"eval_steps_per_second": 1.913,
"step": 55000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 5.84,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00023157894736842107,
"loss": 1.6602,
"max_norm": 121.170654296875,
"max_norm/layer0": 121.170654296875,
"mean_norm": 60.39123606681824,
"mean_norm/layer0": 60.39123606681824,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 56000
},
{
"epoch": 5.84,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.57573385518591,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6770671606063843,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0283,
"eval_samples_per_second": 97.247,
"eval_steps_per_second": 1.945,
"step": 56000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 5.94,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00022631578947368422,
"loss": 1.6624,
"max_norm": 122.60064697265625,
"max_norm/layer0": 122.60064697265625,
"mean_norm": 61.04953479766846,
"mean_norm/layer0": 61.04953479766846,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 57000
},
{
"epoch": 5.94,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5770254403131115,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6749203205108643,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0377,
"eval_samples_per_second": 96.365,
"eval_steps_per_second": 1.927,
"step": 57000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 6.05,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00022105263157894735,
"loss": 1.6527,
"max_norm": 123.97573852539062,
"max_norm/layer0": 123.97573852539062,
"mean_norm": 61.69300150871277,
"mean_norm/layer0": 61.69300150871277,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 58000
},
{
"epoch": 6.05,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5757925636007828,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6790989637374878,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0297,
"eval_samples_per_second": 97.113,
"eval_steps_per_second": 1.942,
"step": 58000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 6.15,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00021578947368421054,
"loss": 1.6474,
"max_norm": 125.31166076660156,
"max_norm/layer0": 125.31166076660156,
"mean_norm": 62.322699308395386,
"mean_norm/layer0": 62.322699308395386,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 59000
},
{
"epoch": 6.15,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5772602739726027,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.676284909248352,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0311,
"eval_samples_per_second": 96.983,
"eval_steps_per_second": 1.94,
"step": 59000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 6.26,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00021052631578947367,
"loss": 1.6494,
"max_norm": 126.64249420166016,
"max_norm/layer0": 126.64249420166016,
"mean_norm": 62.93570160865784,
"mean_norm/layer0": 62.93570160865784,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 60000
},
{
"epoch": 6.26,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5760861056751467,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6764713525772095,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0321,
"eval_samples_per_second": 96.893,
"eval_steps_per_second": 1.938,
"step": 60000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 6.36,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00020526315789473685,
"loss": 1.6539,
"max_norm": 127.96533966064453,
"max_norm/layer0": 127.96533966064453,
"mean_norm": 63.53509712219238,
"mean_norm/layer0": 63.53509712219238,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 61000
},
{
"epoch": 6.36,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5763600782778865,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6741266250610352,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0379,
"eval_samples_per_second": 96.35,
"eval_steps_per_second": 1.927,
"step": 61000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 6.47,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0002,
"loss": 1.6539,
"max_norm": 129.2185516357422,
"max_norm/layer0": 129.2185516357422,
"mean_norm": 64.11901497840881,
"mean_norm/layer0": 64.11901497840881,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 62000
},
{
"epoch": 6.47,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5767710371819961,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6752326488494873,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0315,
"eval_samples_per_second": 96.949,
"eval_steps_per_second": 1.939,
"step": 62000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 6.57,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00019473684210526317,
"loss": 1.6529,
"max_norm": 130.4375,
"max_norm/layer0": 130.4375,
"mean_norm": 64.6885313987732,
"mean_norm/layer0": 64.6885313987732,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 63000
},
{
"epoch": 6.57,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5774755381604697,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6737432479858398,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0332,
"eval_samples_per_second": 96.787,
"eval_steps_per_second": 1.936,
"step": 63000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 6.67,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00018947368421052632,
"loss": 1.6533,
"max_norm": 131.647705078125,
"max_norm/layer0": 131.647705078125,
"mean_norm": 65.24243497848511,
"mean_norm/layer0": 65.24243497848511,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 64000
},
{
"epoch": 6.67,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5758317025440313,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6725146770477295,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0301,
"eval_samples_per_second": 97.079,
"eval_steps_per_second": 1.942,
"step": 64000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 6.78,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00018421052631578948,
"loss": 1.653,
"max_norm": 132.81036376953125,
"max_norm/layer0": 132.81036376953125,
"mean_norm": 65.78296113014221,
"mean_norm/layer0": 65.78296113014221,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 65000
},
{
"epoch": 6.78,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5773581213307241,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6722198724746704,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0294,
"eval_samples_per_second": 97.147,
"eval_steps_per_second": 1.943,
"step": 65000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 6.88,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00017894736842105264,
"loss": 1.6522,
"max_norm": 133.95559692382812,
"max_norm/layer0": 133.95559692382812,
"mean_norm": 66.3084762096405,
"mean_norm/layer0": 66.3084762096405,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 66000
},
{
"epoch": 6.88,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5761643835616438,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6726341247558594,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0342,
"eval_samples_per_second": 96.689,
"eval_steps_per_second": 1.934,
"step": 66000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 6.99,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0001736842105263158,
"loss": 1.6528,
"max_norm": 135.03582763671875,
"max_norm/layer0": 135.03582763671875,
"mean_norm": 66.81927680969238,
"mean_norm/layer0": 66.81927680969238,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 67000
},
{
"epoch": 6.99,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5767710371819961,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.672642707824707,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0319,
"eval_samples_per_second": 96.909,
"eval_steps_per_second": 1.938,
"step": 67000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 7.09,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00016842105263157895,
"loss": 1.6439,
"max_norm": 136.08602905273438,
"max_norm/layer0": 136.08602905273438,
"mean_norm": 67.31627178192139,
"mean_norm/layer0": 67.31627178192139,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 68000
},
{
"epoch": 7.09,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5770841487279843,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6727759838104248,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0316,
"eval_samples_per_second": 96.933,
"eval_steps_per_second": 1.939,
"step": 68000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 7.19,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0001631578947368421,
"loss": 1.6403,
"max_norm": 137.1239013671875,
"max_norm/layer0": 137.1239013671875,
"mean_norm": 67.79701733589172,
"mean_norm/layer0": 67.79701733589172,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 69000
},
{
"epoch": 7.19,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5757534246575342,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.670316219329834,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0329,
"eval_samples_per_second": 96.812,
"eval_steps_per_second": 1.936,
"step": 69000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 7.3,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00015789473684210527,
"loss": 1.6447,
"max_norm": 138.13624572753906,
"max_norm/layer0": 138.13624572753906,
"mean_norm": 68.2625687122345,
"mean_norm/layer0": 68.2625687122345,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 70000
},
{
"epoch": 7.3,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.57720156555773,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6696677207946777,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0301,
"eval_samples_per_second": 97.082,
"eval_steps_per_second": 1.942,
"step": 70000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 7.4,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00015263157894736842,
"loss": 1.6458,
"max_norm": 139.11770629882812,
"max_norm/layer0": 139.11770629882812,
"mean_norm": 68.71309423446655,
"mean_norm/layer0": 68.71309423446655,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 71000
},
{
"epoch": 7.4,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5776908023483366,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6694140434265137,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0301,
"eval_samples_per_second": 97.075,
"eval_steps_per_second": 1.941,
"step": 71000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 7.51,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00014736842105263158,
"loss": 1.6447,
"max_norm": 140.086669921875,
"max_norm/layer0": 140.086669921875,
"mean_norm": 69.14835000038147,
"mean_norm/layer0": 69.14835000038147,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 72000
},
{
"epoch": 7.51,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5771037181996086,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6716102361679077,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0344,
"eval_samples_per_second": 96.67,
"eval_steps_per_second": 1.933,
"step": 72000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 7.61,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00014210526315789474,
"loss": 1.6449,
"max_norm": 141.01820373535156,
"max_norm/layer0": 141.01820373535156,
"mean_norm": 69.5690529346466,
"mean_norm/layer0": 69.5690529346466,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 73000
},
{
"epoch": 7.61,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.577945205479452,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6680197715759277,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.013,
"eval_samples_per_second": 98.719,
"eval_steps_per_second": 1.974,
"step": 73000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 7.72,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00013684210526315792,
"loss": 1.6458,
"max_norm": 141.88795471191406,
"max_norm/layer0": 141.88795471191406,
"mean_norm": 69.97455215454102,
"mean_norm/layer0": 69.97455215454102,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 74000
},
{
"epoch": 7.72,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.577866927592955,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6682908535003662,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0282,
"eval_samples_per_second": 97.262,
"eval_steps_per_second": 1.945,
"step": 74000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 7.82,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00013157894736842105,
"loss": 1.6447,
"max_norm": 142.72747802734375,
"max_norm/layer0": 142.72747802734375,
"mean_norm": 70.36574029922485,
"mean_norm/layer0": 70.36574029922485,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 75000
},
{
"epoch": 7.82,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5778277886497064,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6680580377578735,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0275,
"eval_samples_per_second": 97.327,
"eval_steps_per_second": 1.947,
"step": 75000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 7.92,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0001263157894736842,
"loss": 1.6451,
"max_norm": 143.5332489013672,
"max_norm/layer0": 143.5332489013672,
"mean_norm": 70.7415566444397,
"mean_norm/layer0": 70.7415566444397,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 76000
},
{
"epoch": 7.92,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5780821917808219,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6676955223083496,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.038,
"eval_samples_per_second": 96.341,
"eval_steps_per_second": 1.927,
"step": 76000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 8.03,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00012105263157894738,
"loss": 1.6418,
"max_norm": 144.31161499023438,
"max_norm/layer0": 144.31161499023438,
"mean_norm": 71.10220861434937,
"mean_norm/layer0": 71.10220861434937,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 77000
},
{
"epoch": 8.03,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5789041095890411,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.666453242301941,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.032,
"eval_samples_per_second": 96.901,
"eval_steps_per_second": 1.938,
"step": 77000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 8.13,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00011578947368421053,
"loss": 1.6361,
"max_norm": 145.06106567382812,
"max_norm/layer0": 145.06106567382812,
"mean_norm": 71.44788241386414,
"mean_norm/layer0": 71.44788241386414,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 78000
},
{
"epoch": 8.13,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.577866927592955,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6684386730194092,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0237,
"eval_samples_per_second": 97.688,
"eval_steps_per_second": 1.954,
"step": 78000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 8.24,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00011052631578947368,
"loss": 1.636,
"max_norm": 145.7824249267578,
"max_norm/layer0": 145.7824249267578,
"mean_norm": 71.77816247940063,
"mean_norm/layer0": 71.77816247940063,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 79000
},
{
"epoch": 8.24,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5785909980430528,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.668695092201233,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0276,
"eval_samples_per_second": 97.318,
"eval_steps_per_second": 1.946,
"step": 79000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 8.34,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.00010526315789473683,
"loss": 1.6357,
"max_norm": 146.4754180908203,
"max_norm/layer0": 146.4754180908203,
"mean_norm": 72.09290337562561,
"mean_norm/layer0": 72.09290337562561,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 80000
},
{
"epoch": 8.34,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.579041095890411,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6670129299163818,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0297,
"eval_samples_per_second": 97.117,
"eval_steps_per_second": 1.942,
"step": 80000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 8.45,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0001,
"loss": 1.6379,
"max_norm": 147.1273651123047,
"max_norm/layer0": 147.1273651123047,
"mean_norm": 72.39218544960022,
"mean_norm/layer0": 72.39218544960022,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 81000
},
{
"epoch": 8.45,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5787866927592955,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6658258438110352,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0297,
"eval_samples_per_second": 97.119,
"eval_steps_per_second": 1.942,
"step": 81000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 8.55,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 9.473684210526316e-05,
"loss": 1.6405,
"max_norm": 147.75466918945312,
"max_norm/layer0": 147.75466918945312,
"mean_norm": 72.67654967308044,
"mean_norm/layer0": 72.67654967308044,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 82000
},
{
"epoch": 8.55,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5788454011741683,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6660892963409424,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0266,
"eval_samples_per_second": 97.408,
"eval_steps_per_second": 1.948,
"step": 82000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 8.65,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 8.947368421052632e-05,
"loss": 1.6378,
"max_norm": 148.3541259765625,
"max_norm/layer0": 148.3541259765625,
"mean_norm": 72.94574618339539,
"mean_norm/layer0": 72.94574618339539,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 83000
},
{
"epoch": 8.65,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5789236790606653,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6649667024612427,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0319,
"eval_samples_per_second": 96.911,
"eval_steps_per_second": 1.938,
"step": 83000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 8.76,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 8.421052631578948e-05,
"loss": 1.6386,
"max_norm": 148.9251251220703,
"max_norm/layer0": 148.9251251220703,
"mean_norm": 73.1996808052063,
"mean_norm/layer0": 73.1996808052063,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 84000
},
{
"epoch": 8.76,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5784344422700587,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.664962887763977,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0344,
"eval_samples_per_second": 96.67,
"eval_steps_per_second": 1.933,
"step": 84000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 8.86,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 7.894736842105263e-05,
"loss": 1.638,
"max_norm": 149.44464111328125,
"max_norm/layer0": 149.44464111328125,
"mean_norm": 73.43817734718323,
"mean_norm/layer0": 73.43817734718323,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 85000
},
{
"epoch": 8.86,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5784931506849315,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6643970012664795,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0336,
"eval_samples_per_second": 96.753,
"eval_steps_per_second": 1.935,
"step": 85000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 8.97,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 7.368421052631579e-05,
"loss": 1.6374,
"max_norm": 149.93634033203125,
"max_norm/layer0": 149.93634033203125,
"mean_norm": 73.66135931015015,
"mean_norm/layer0": 73.66135931015015,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 86000
},
{
"epoch": 8.97,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5777103718199609,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6635217666625977,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0303,
"eval_samples_per_second": 97.056,
"eval_steps_per_second": 1.941,
"step": 86000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 9.07,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 6.842105263157896e-05,
"loss": 1.6298,
"max_norm": 150.40525817871094,
"max_norm/layer0": 150.40525817871094,
"mean_norm": 73.86943292617798,
"mean_norm/layer0": 73.86943292617798,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 87000
},
{
"epoch": 9.07,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5785127201565557,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6646850109100342,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0309,
"eval_samples_per_second": 97.0,
"eval_steps_per_second": 1.94,
"step": 87000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 9.18,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 6.31578947368421e-05,
"loss": 1.6302,
"max_norm": 150.8313751220703,
"max_norm/layer0": 150.8313751220703,
"mean_norm": 74.06253480911255,
"mean_norm/layer0": 74.06253480911255,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 88000
},
{
"epoch": 9.18,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5787475538160469,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.664866328239441,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0347,
"eval_samples_per_second": 96.643,
"eval_steps_per_second": 1.933,
"step": 88000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 9.28,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 5.789473684210527e-05,
"loss": 1.6315,
"max_norm": 151.22195434570312,
"max_norm/layer0": 151.22195434570312,
"mean_norm": 74.23983907699585,
"mean_norm/layer0": 74.23983907699585,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 89000
},
{
"epoch": 9.28,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5782191780821918,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6650762557983398,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0285,
"eval_samples_per_second": 97.227,
"eval_steps_per_second": 1.945,
"step": 89000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 9.38,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 5.263157894736842e-05,
"loss": 1.631,
"max_norm": 151.57760620117188,
"max_norm/layer0": 151.57760620117188,
"mean_norm": 74.40166926383972,
"mean_norm/layer0": 74.40166926383972,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 90000
},
{
"epoch": 9.38,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.578825831702544,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6636165380477905,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0322,
"eval_samples_per_second": 96.882,
"eval_steps_per_second": 1.938,
"step": 90000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 9.49,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 4.736842105263158e-05,
"loss": 1.6316,
"max_norm": 151.9007110595703,
"max_norm/layer0": 151.9007110595703,
"mean_norm": 74.54819416999817,
"mean_norm/layer0": 74.54819416999817,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 91000
},
{
"epoch": 9.49,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5781604696673189,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6626789569854736,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0209,
"eval_samples_per_second": 97.952,
"eval_steps_per_second": 1.959,
"step": 91000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 9.59,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 4.210526315789474e-05,
"loss": 1.6286,
"max_norm": 152.19346618652344,
"max_norm/layer0": 152.19346618652344,
"mean_norm": 74.67919540405273,
"mean_norm/layer0": 74.67919540405273,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 92000
},
{
"epoch": 9.59,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5783365949119373,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.664610743522644,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0316,
"eval_samples_per_second": 96.938,
"eval_steps_per_second": 1.939,
"step": 92000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 9.7,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 3.6842105263157895e-05,
"loss": 1.6304,
"max_norm": 152.45083618164062,
"max_norm/layer0": 152.45083618164062,
"mean_norm": 74.79478573799133,
"mean_norm/layer0": 74.79478573799133,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 93000
},
{
"epoch": 9.7,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5800587084148728,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6632179021835327,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0258,
"eval_samples_per_second": 97.488,
"eval_steps_per_second": 1.95,
"step": 93000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 9.8,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 3.157894736842105e-05,
"loss": 1.6298,
"max_norm": 152.67724609375,
"max_norm/layer0": 152.67724609375,
"mean_norm": 74.8951530456543,
"mean_norm/layer0": 74.8951530456543,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 94000
},
{
"epoch": 9.8,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5799804305283758,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6622798442840576,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0295,
"eval_samples_per_second": 97.137,
"eval_steps_per_second": 1.943,
"step": 94000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 9.91,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 2.631578947368421e-05,
"loss": 1.6309,
"max_norm": 152.86326599121094,
"max_norm/layer0": 152.86326599121094,
"mean_norm": 74.9801697731018,
"mean_norm/layer0": 74.9801697731018,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 95000
},
{
"epoch": 9.91,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5800391389432485,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6619502305984497,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0188,
"eval_samples_per_second": 98.158,
"eval_steps_per_second": 1.963,
"step": 95000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 10.01,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 2.105263157894737e-05,
"loss": 1.6302,
"max_norm": 153.0155029296875,
"max_norm/layer0": 153.0155029296875,
"mean_norm": 75.04964685440063,
"mean_norm/layer0": 75.04964685440063,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 96000
},
{
"epoch": 10.01,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5801369863013699,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6601940393447876,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0341,
"eval_samples_per_second": 96.703,
"eval_steps_per_second": 1.934,
"step": 96000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 10.11,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 1.5789473684210526e-05,
"loss": 1.6242,
"max_norm": 153.1354217529297,
"max_norm/layer0": 153.1354217529297,
"mean_norm": 75.10380005836487,
"mean_norm/layer0": 75.10380005836487,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 97000
},
{
"epoch": 10.11,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5785518590998043,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6609833240509033,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0284,
"eval_samples_per_second": 97.237,
"eval_steps_per_second": 1.945,
"step": 97000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 10.22,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 1.0526315789473684e-05,
"loss": 1.6258,
"max_norm": 153.22213745117188,
"max_norm/layer0": 153.22213745117188,
"mean_norm": 75.14245867729187,
"mean_norm/layer0": 75.14245867729187,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 98000
},
{
"epoch": 10.22,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5794716242661448,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.660490870475769,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0267,
"eval_samples_per_second": 97.402,
"eval_steps_per_second": 1.948,
"step": 98000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 10.32,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 5.263157894736842e-06,
"loss": 1.6234,
"max_norm": 153.27365112304688,
"max_norm/layer0": 153.27365112304688,
"mean_norm": 75.16563892364502,
"mean_norm/layer0": 75.16563892364502,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 99000
},
{
"epoch": 10.32,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5790802348336594,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6604704856872559,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0384,
"eval_samples_per_second": 96.298,
"eval_steps_per_second": 1.926,
"step": 99000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 10.43,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"learning_rate": 0.0,
"loss": 1.6245,
"max_norm": 153.29054260253906,
"max_norm/layer0": 153.29054260253906,
"mean_norm": 75.17323780059814,
"mean_norm/layer0": 75.17323780059814,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 100000
},
{
"epoch": 10.43,
"eval_MSE/layer0": 0.0,
"eval_accuracy": 0.5791389432485323,
"eval_dead_code_fraction/layer0": 1.0,
"eval_input_norm/layer0": 0.0,
"eval_loss": 1.6604058742523193,
"eval_multicode_k": 1,
"eval_output_norm/layer0": 0.0,
"eval_runtime": 1.0339,
"eval_samples_per_second": 96.717,
"eval_steps_per_second": 1.934,
"step": 100000
},
{
"MSE": 0.0,
"MSE/layer0": 0.0,
"dead_code_fraction": 1.0,
"dead_code_fraction/layer0": 1.0,
"epoch": 10.43,
"input_norm": 0.0,
"input_norm/layer0": 0.0,
"max_norm": 153.29054260253906,
"max_norm/layer0": 153.29054260253906,
"mean_norm": 75.17323780059814,
"mean_norm/layer0": 75.17323780059814,
"multicode_k": 1,
"output_norm": 0.0,
"output_norm/layer0": 0.0,
"step": 100000,
"total_flos": 3.714781621832909e+17,
"train_loss": 1.6774777018260956,
"train_runtime": 132212.7109,
"train_samples_per_second": 72.61,
"train_steps_per_second": 0.756
}
],
"max_steps": 100000,
"num_train_epochs": 11,
"total_flos": 3.714781621832909e+17,
"trial_name": null,
"trial_params": null
}