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{
"optimizer_state_offchip": true,
"replicated_tensor_sharding": true,
"enable_half_first_order_momentum": true,
"enable_half_partials": true,
"recompute_checkpoint_every_layer": false,
"device_iterations": 2,
"inference_device_iterations": 4,
"replication_factor": 2,
"inference_replication_factor": 2,
"gradient_accumulation_steps": 16,
"executable_cache_dir": "./exe_cache",
"ipus_per_replica": 8,
"layers_per_ipu": [2, 1, 4, 3, 3, 3, 3, 0],
"matmul_proportion": [0.1, 0.1, 0.1, 0.3, 0.3, 0.3, 0.3, 0.1]
} |