{
  "config": {
    "vocab": 151936,
    "dim": 512,
    "n_blocks": 16,
    "n_heads": 8,
    "seq": 512,
    "mlp_mult": 4
  },
  "batch": 8,
  "budget_seconds": 3600.0,
  "device": "cuda",
  "gpu": "NVIDIA L40S",
  "bytes": {
    "activation_bytes_per_seam": 4194304,
    "seams": 15,
    "e2e_per_step": 125829120,
    "local_per_step": 62914560,
    "e2e_allreduce_per_step": 824018944,
    "e2e_allreduce_non_embed": 201689088,
    "params": 206004736,
    "params_non_embed": 50422272,
    "embed_share": 0.755
  },
  "arms": {
    "e2e": {
      "arm": "e2e",
      "steps": 20667,
      "tokens": 84652032,
      "elapsed_s": 3600.1,
      "tokens_per_s": 23513.5,
      "final_loss": 4.4996,
      "final_ppl": 89.98,
      "peak_vram_bytes": 12266331648,
      "loss_curve": [
        12.1187,
        6.6072,
        6.5108,
        6.4143,
        5.6679,
        6.1619,
        5.9483,
        5.6822,
        5.6289,
        5.2971,
        5.4422,
        5.445,
        5.7197,
        4.8884,
        4.8335,
        5.2098,
        5.2069,
        5.302,
        4.9464,
        4.8396,
        5.0495,
        5.1006,
        4.8723,
        4.9922,
        4.9455,
        5.2033,
        4.5718,
        4.6056,
        4.7521,
        4.4859,
        5.0524,
        5.2656,
        4.3196,
        4.6017,
        4.6442,
        3.8997,
        4.7301,
        5.0816,
        4.5782,
        4.7125,
        4.2871
      ]
    },
    "local": {
      "arm": "local",
      "steps": 31037,
      "tokens": 127127552,
      "elapsed_s": 3600.0,
      "tokens_per_s": 35313.0,
      "final_loss": 5.8469,
      "final_ppl": 346.17,
      "peak_vram_bytes": 9510968832,
      "loss_curve": [
        12.1063,
        7.3774,
        7.528,
        6.6791,
        7.3,
        6.7697,
        6.9114,
        6.8351,
        6.5441,
        6.3515,
        6.4215,
        6.2557,
        7.0207,
        6.1533,
        6.3363,
        5.8769,
        6.1034,
        6.5038,
        6.2089,
        6.0469,
        5.8116,
        5.5099,
        5.9019,
        5.8819,
        5.7869,
        5.8601,
        5.4791,
        5.8065,
        5.8869,
        5.9215,
        6.1141,
        5.8367,
        6.5084,
        5.3083,
        5.905,
        5.8421,
        5.4597,
        6.084,
        5.6355,
        6.03,
        5.7298
      ]
    }
  },
  "traffic_ratio_e2e_over_local": 15.1
}