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Upload maps/opt.json and update requirements

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Gnome Ann 2022-05-12 19:09:31 -04:00
parent 376e76f5da
commit f5e689a725
4 changed files with 37 additions and 3 deletions
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32
maps/opt.json Normal file
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@ -0,0 +1,32 @@
{
"mtj_compat": "opt",
"mtj_pe": "fixed",
"mtj_config_map": {
"do_layer_norm_before": ["do_layer_norm_before", true],
"d_model": "hidden_size",
"n_heads": "num_attention_heads",
"layers": "num_hidden_layers"
},
"static_weights": {
"decoder.embed_tokens.weight": {"mtj": {"module": "embedding_shard/~/linear", "param": "w", "transforms": ["no_transpose", "vocab_pad"]}},
"decoder.embed_positions.weight": {"mtj": {"module": "embedding_shard", "param": "pos_embs", "transforms": ["no_transpose", "remove_first_two_rows"]}}
},
"layer_weights": {
"decoder.layers.{layer}.self_attn.q_proj.weight": {"mtj": {"module": "layer_{layer}/~/linear", "param": "w"}},
"decoder.layers.{layer}.self_attn.q_proj.bias": {"mtj": {"module": "layer_{layer}/~/linear", "param": "b"}},
"decoder.layers.{layer}.self_attn.v_proj.weight": {"mtj": {"module": "layer_{layer}/~/linear_1", "param": "w"}},
"decoder.layers.{layer}.self_attn.v_proj.bias": {"mtj": {"module": "layer_{layer}/~/linear_1", "param": "b"}},
"decoder.layers.{layer}.self_attn.k_proj.weight": {"mtj": {"module": "layer_{layer}/~/linear_2", "param": "w"}},
"decoder.layers.{layer}.self_attn.k_proj.bias": {"mtj": {"module": "layer_{layer}/~/linear_2", "param": "b"}},
"decoder.layers.{layer}.self_attn.out_proj.weight": {"mtj": {"module": "layer_{layer}/~/linear_3", "param": "w"}},
"decoder.layers.{layer}.self_attn.out_proj.bias": {"mtj": {"module": "layer_{layer}/~/linear_3", "param": "b", "transforms": ["divide_by_shards"]}},
"decoder.layers.{layer}.fc1.weight": {"mtj": {"module": "layer_{layer}/~/linear_4", "param": "w"}},
"decoder.layers.{layer}.fc1.bias": {"mtj": {"module": "layer_{layer}/~/linear_4", "param": "b"}},
"decoder.layers.{layer}.fc2.weight": {"mtj": {"module": "layer_{layer}/~/linear_5", "param": "w"}},
"decoder.layers.{layer}.fc2.bias": {"mtj": {"module": "layer_{layer}/~/linear_5", "param": "b", "transforms": ["divide_by_shards"]}},
"decoder.layers.{layer}.self_attn_layer_norm.weight": {"mtj": {"module": "layer_{layer}/~/replicated_layer_norm", "param": "scale"}},
"decoder.layers.{layer}.self_attn_layer_norm.bias": {"mtj": {"module": "layer_{layer}/~/replicated_layer_norm", "param": "offset"}},
"decoder.layers.{layer}.final_layer_norm.weight": {"mtj": {"module": "layer_{layer}/~/replicated_layer_norm_1", "param": "scale"}},
"decoder.layers.{layer}.final_layer_norm.bias": {"mtj": {"module": "layer_{layer}/~/replicated_layer_norm_1", "param": "offset"}}
}
}

2
requirements.txt
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@ -1,4 +1,4 @@
transformers>=4.17
transformers>=4.19
Flask
Flask-SocketIO
requests

4
requirements_mtj.txt
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@ -5,9 +5,9 @@ requests
optax >= 0.0.5, <= 0.0.9
dm-haiku == 0.0.5
jax == 0.2.21
transformers >= 4.17
transformers >= 4.19
progressbar2
git+https://github.com/VE-FORBRYDERNE/mesh-transformer-jax@ck
git+https://github.com/VE-FORBRYDERNE/mesh-transformer-jax@ck-staging
flask
Flask-SocketIO
flask-cloudflared >= 0.0.5

2
tpu_mtj_backend.py
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@ -1200,6 +1200,8 @@ def load_model(path: str, driver_version="tpu_driver0.1_dev20210607", hf_checkpo
# MTJ requires certain mathematical operations to be performed
# on tensors in order for them to be in the correct format
if "remove_first_two_rows" in transforms:
tensor = tensor[2:]
if "divide_by_shards" in transforms:
tensor /= params["cores_per_replica"]
if "vocab_pad" in transforms: